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FINAL REPORT 2018 Disparity Study City of Virginia Beach 

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Page 1: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

FINAL REPORT 

2018 Disparity Study 

City of Virginia Beach 

Page 2: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Final Report 

January 2019 

2018 City of Virginia Beach Disparity Study 

Prepared for City of Virginia Beach   Prepared by BBC Research & Consulting 1999 Broadway, Suite 2200 Denver, Colorado 80202‐9750 303.321.2547  fax 303.399.0448 www.bbcresearch.com [email protected] 

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Table of Contents 

BBC RESEARCH & CONSULTING—FINAL REPORT  i 

ES.  Executive Summary 

A. Analyses in the Disparity Study ........................................................................................... ES–2 

B. Availability Analysis Results ................................................................................................. ES–3 

C. Utilization Analysis Results .................................................................................................. ES–5 

D. Disparity Analysis Results .................................................................................................... ES–7 

E. Program Implementation .................................................................................................. ES–11 

1.  Introduction 

A. Background ........................................................................................................................... 1–2 

B. Study Scope ........................................................................................................................... 1–3 

C. Study Team Members ........................................................................................................... 1–5 

2.  Legal Analysis 

A.  Program Overview .............................................................................................................. 2–2 

B.  Legal Standards ................................................................................................................... 2–2 

3.  Marketplace Conditions 

A. Human Capital ....................................................................................................................... 3–2 

B. Financial Capital .................................................................................................................... 3–6 

C. Business Ownership ............................................................................................................ 3–10 

D. Business Success ................................................................................................................. 3–11 

E. Summary .............................................................................................................................. 3–13 

4.  Collection and Analysis of Contract Data 

A. Overview of Contracting and Procurement Policies ............................................................. 4–1 

B. Collection and Analysis of Contract Data and Procurement Data......................................... 4–3 

C. Collection of Vendor Data ..................................................................................................... 4–5 

D. Relevant Geographic Market Area ........................................................................................ 4–6 

E. Relevant Types of Work ......................................................................................................... 4–6 

G. Agency Review Process ......................................................................................................... 4–7 

5.  Availability Analysis 

A. Purpose of the Availability Analysis ...................................................................................... 5–1 

B. Potentially Available Businesses ........................................................................................... 5–1 

C. Businesses in the Availability Database ................................................................................. 5–3 

D. Availability Calculations ........................................................................................................ 5–4 

E. Availability Results ................................................................................................................. 5–6 

 

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Table of Contents 

BBC RESEARCH & CONSULTING—FINAL REPORT  ii 

6.  Utilization Analysis 

Minority‐ and Woman‐owned Businesses ................................................................................ 6–1 

Service Disabled Veteran‐owned Businesses ............................................................................ 6–4 

7.  Disparity Analysis 

A. Overview ............................................................................................................................... 7–1 

B. Disparity Analysis Results ...................................................................................................... 7–5 

C. Statistical Significance ......................................................................................................... 7–10 

8.  Program Measures 

A. Program Overview................................................................................................................. 8–1 

B. Race‐ and Gender‐Neutral Measures .................................................................................... 8–2 

C. Other Organizations’ Program Measures .............................................................................. 8–4 

9.  Program Implementation 

Overall Goals ............................................................................................................................. 9–1 

Other Considerations ................................................................................................................ 9–3 

 

Appendices 

A.  Definitions of Terms 

B.  Legal Framework and Analysis 

C.  Quantitative Analysis 

D.  Qualitative Information about Marketplace Conditions 

E.  Availability Analysis Approach 

F.  Disparity Tables 

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CHAPTER ES. 

Executive Summary   

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER ES, PAGE 1 

CHAPTER ES. Executive Summary 

TheCityofVirginiaBeach(TheCity)retainedBBCResearch&Consulting(BBC)toconductadisparitystudytohelprefinetheorganization’simplementationoftheSmall,Woman,andMinority‐ownedBusiness(SWaM)Program.Theprimaryobjectiveoftheprogramistoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesinCitycontracting.1Tomeetthatobjective,theCityusesvariousrace‐andgender‐neutralmeasures.Inthecontextofcontractingandprocurement,race‐andgender‐neutralmeasuresaremeasuresthataredesignedtoencouragetheparticipationofsmallbusinessesinagovernmentorganization’scontracting,regardlessoftherace/ethnicityorgenderofthebusinesses’owners.Incontrasttorace‐andgender‐neutralmeasures,race‐andgender‐consciousmeasuresaremeasuresthatarespecificallydesignedtoencouragetheparticipationofminority‐andwoman‐ownedbusinessesingovernmentcontracting.TheCitydoesnotcurrentlyuseanyrace‐orgender‐consciousmeasuresaspartoftheSWaMProgram.

Aspartofthedisparitystudy,BBCassessedwhethertherewereanydisparitiesbetween:

ThepercentageofcontractdollarsthattheCityspentwithofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesbetweenJuly1,2012andJune30,2017(i.e.,thestudyperiod)(i.e.,utilization,orparticipation);and

Thepercentageofcontractdollarsthatminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesmightbeexpectedtoreceivebasedontheiravailabilitytoperformspecifictypesandsizesoftheCity’sprimecontractsandsubcontracts(i.e.,availability).

Thedisparitystudyalsoexaminedotherquantitativeandqualitativeinformationrelatedto:

ThelegalframeworkrelatedtotheCity’simplementationoftheSWaMProgram;

Localmarketplaceconditionsforthatminority‐,woman‐,andveteran‐ownedbusinesses;and

ContractingpracticesandbusinessassistanceprogramsthattheCitycurrentlyhasinplace.

TheCitycoulduseinformationfromthestudytohelprefineitsimplementationoftheSWaMProgram,includingsettingoverallaspirationalgoalsfortheparticipationofminority‐andwoman‐ownedbusinessesinCitycontracting;determiningwhichprogrammeasurestousetoencouragetheparticipationofminority‐andwoman‐ownedbusinessesinCitycontracting;and,ifappropriate,determiningwhichracial/ethnicandgendergroupswouldbeeligibleto

1“Woman‐ownedbusinesses”referstonon‐Hispanicwhitewomanownedbusinesses.Informationandresultsforminoritywoman‐ownedbusinessesareincludedalongwiththeircorrespondingracial/ethnicgroups.

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER ES, PAGE 2 

participateinanyrace‐orgender‐consciousprogrammeasuresthattheCitymightdecidetouseinthefuture.

BBCsummarizeskeyinformationfromthe2018CityofVirginiaBeachDisparityStudyinfiveparts:

A. Analysesinthedisparitystudy;

B. Availabilityanalysisresults;

C. Utilizationanalysisresults;

D. Disparityanalysisresults;and

E. Programimplementation.

A. Analyses in the Disparity Study 

Alongwithmeasuringdisparitiesbetweentheparticipationandavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinCitycontracts,BBCalsoexaminedotherinformationrelatedtotheCity’simplementationoftheSWaMProgram:

Thestudyteamconductedananalysisoffederalregulations,caselaw,andotherinformationtoguidethemethodologyforthedisparitystudy.Theanalysisincludedareviewoflegalrequirementsrelatedtominority‐andwoman‐ownedbusinessprograms,includingtheSWaMProgram(seeChapter2andAppendixB).

BBCconductedquantitativeanalysesofoutcomesforminorities,women,veterans,andthebusinessesthattheyownthroughouttherelevantgeographicmarketarea.2Inaddition,thestudyteamcollectedqualitativeinformationaboutpotentialbarriersthatminorities,women,veterans,andthebusinessesthattheyownfaceinthelocalmarketplacethroughin‐depthinterviews,telephonesurveys,publicmeetings,andwrittentestimony(seeChapter3,AppendixC,andAppendixD).

BBCanalyzedthepercentageofrelevantCitycontractingdollarsthatminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesareavailabletoperform.Thatanalysiswasbasedontelephonesurveysthatthestudyteamcompletedwithmorethan1,000businessesthatworkinindustriesrelatedtothespecifictypesofconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontractsthattheCityawards(seeChapter5andAppendixE).

BBCanalyzedthedollarsthatminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesreceivedonmorethan26,000construction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontractsthattheCityawardedduringthestudyperiod(seeChapter6).

BBCexaminedwhethertherewereanydisparitiesbetweentheparticipationandavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinesseson

2BBCidentifiedtherelevantgeographicmarketareaasChesapeakeCity,NorfolkCity,PortsmouthCity,andVirginiaBeachCity.

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER ES, PAGE 3 

construction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontractsthattheCityawardedduringthestudyperiod(seeChapter7).

BBCreviewedthemeasuresthattheCityusestoencouragetheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinitscontractingaswellasmeasuresthatotherorganizationsintheregionuse(seeChapter8).

BBCprovidedguidancerelatedtoadditionalprogramoptionsandpotentialchangestocurrentcontractingpracticesfortheCity’sconsideration(seeChapter9).

B. Availability Analysis Results 

BBCconductedacustomcensustoanalyzetheavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesforCityprimecontractsandsubcontracts.BBC’sapproachreliedoninformationfromsurveysthatthestudyteamconductedwithpotentiallyavailablebusinesseslocatedintherelevantgeographicmarketareathatperformworkwithinrelevantsubindustries.ThatapproachallowedBBCtodeveloparepresentative,unbiased,andstatistically‐validdatabaseofpotentiallyavailablebusinessestoestimatetheavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesaccurately.

Minority‐and woman‐owned businesses.BBCexaminedtheavailabilityofminority‐andwoman‐ownedbusinessesforvariouscontractssetstoassessthedegreetowhichtheyareready,willing,andabletoperformdifferenttypesofCitywork.

Overall.FigureES‐1presentsoveralldollar‐weightedavailabilityestimatesbyrelevantbusinessgroupforallCitycontractsandprocurements.Overall,theavailabilityofminority‐andwoman‐ownedbusinessesforCitycontractsandprocurementsis25.2percent,indicatingthatminority‐andwoman‐ownedbusinessesmightbeexpectedtoreceive25.2percentofthedollarsthattheCityawardsinconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservices.Non‐Hispanicwhitewoman‐ownedbusinesses(13.3%)andBlackAmerican‐ownedbusinesses(8.1%)exhibitedthehighestavailabilitypercentagesamongallgroups.

Figure ES‐1. Overall availability estimates by  racial/ethnic and gender group 

Note: 

Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

For more detail and results by group, see Figure F‐2 in Appendix F. 

 

Source: 

BBC Research & Consulting availability analysis. 

Contract role. Manyminority‐andwoman‐ownedbusinessesaresmallbusinessesandthusoftenworkassubcontractors.Becauseofthattendency,itisusefultoexamineavailabilityestimatesseparatelyforprimecontractsandsubcontracts.AsshowninFigureES‐2,theavailabilityofminority‐andwoman‐ownedbusinessesconsideredtogetherislowerforCityprimecontracts(24.5%)thanforsubcontracts(31.6%).Amongotherfactors,thatresultcould

Business group

Asian American‐owned 0.8 %

Black American‐owned  8.1 %

Hispanic American‐owned 2.7 %

Native American‐owned 0.4 %

Total Minority‐owned 12.0 %

Non‐Hispanic white woman‐owned 13.3 %

Total Minority‐ and Woman‐owned 25.2 %

Availability %

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER ES, PAGE 4 

beduetothefactthatsubcontractstendtobemuchsmallerinsizethanprimecontractsandarethusmoreaccessiblethanprimecontractstominority‐andwoman‐ownedbusinesses.

Figure ES‐2. Availability estimates  by contract role 

Note: 

Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

For more detail, see Figures F‐9 and F‐10 in  Appendix F.  

Source: 

BBC Research & Consulting availability analysis. 

Industry.BBCexaminedavailabilityanalysisresultsseparatelyforconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontracts.AsshowninFigureES‐3,theavailabilityofminority‐andwoman‐ownedbusinessesishighestfortheCity’sarchitectureandengineeringcontracts(32.6%)andlowestforconstructioncontracts(19.8%).

Figure ES‐3. Availability estimates by industry 

Note:  Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

For more detail and results by group, see Figure F‐5, F‐6, F‐7, and F‐8 in Appendix F. 

Source:  BBC Research & Consulting availability analysis. 

Goal status.TheCityusedSWaMcontractgoalstoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,andwoman‐ownedbusinessesinmanyofthecontractsthatitawardedduringthestudyperiod.SWaMgoalsonlyappliedtoselectconstructioncontractsduringthestudyperiod.ItisusefultoexamineavailabilityanalysisresultsseparatelyforcontractsthattheCityawardedwiththeuseofSWaMcontractgoals(goalscontracts)andcontractsthatitawardedwithouttheuseofgoals(nogoalscontracts).FigureES‐4presentsavailabilityestimatesseparatelyforgoalsandnogoalscontracts.AsshowninFigureES‐4,theavailabilityofminority‐andwoman‐ownedbusinessesconsideredtogetherislowerforgoalscontracts(21.1%)thanfornogoalscontracts(28.0%).

Business group

Asian American‐owned 0.8 % 1.0 %

Black American‐owned  8.0 % 8.4 %

Hispanic American‐owned 2.7 % 2.8 %

Native American‐owned 0.4 % 0.2 %

Non‐Hispanic white woman‐owned 12.5 % 19.2 %

Total Minority‐ and Woman‐owned 24.5 % 31.6 %

Contract role

Prime 

contracts Subcontracts

Business group

Asian American‐owned 1.6 % 0.0 % 0.1 % 0.1 %

Black American‐owned  5.7 % 9.2 % 10.4 % 10.1 %

Hispanic American‐owned 2.8 % 3.1 % 4.8 % 1.1 %

Native American‐owned 0.0 % 1.7 % 0.7 % 0.1 %

Non‐Hispanic white woman‐owned 9.6 % 18.6 % 10.3 % 18.8 %

Total Minority‐ and Woman‐owned 19.8 % 32.6 % 26.3 % 30.3 %

Construction

Other professional 

services

Goods and 

services

Industry

Architecture and 

engineering

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER ES, PAGE 5 

Figure ES‐4 Availability estimates by  contract goals status 

Note: 

Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

For more detail, see Figures F‐11 and F‐12 in  Appendix F.  

Source: 

BBC Research & Consulting availability analysis. 

Service disabled veteran‐owned businesses.BBCexaminedtheoverallavailabilityofservice‐disabledveteran‐ownedbusinessesforCitywork(i.e.,businessesownedbyveteranswhohaveadisabilityasaresultoftheirservice).Theavailabilityanalysisindicatedthattheavailabilityofservice‐disabledveteran‐ownedbusinessesfortheCity’scontractsandprocurementsis11.9percent.

C. Utilization Analysis Results 

BBCmeasuredtheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinCitycontractingintermsofutilization—thepercentageofprimecontractandsubcontractdollarsthatthosebusinessesreceivedonCityprimecontractsandsubcontractsduringthestudyperiod.BBCmeasuredtheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinCitycontractsregardlessofwhethertheywerecertifiedSWaMbusinesses.

Minority‐ and woman‐owned businesses.BBCexaminedtheparticipationofminority‐andwoman‐ownedbusinessesforvarioussetsofcontractsthattheCityawardedduringthestudyperiod.Thestudyteamassessedtheparticipationofallofthosebusinessesconsideredtogetherandseparatelyforeachrelevantracial/ethnicandgendergroup.

Overall.FigureES‐5presentsthepercentageofcontractingdollarsthatminority‐andwoman‐ownedbusinessesreceivedonconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontractsandprocurementsthattheCityawardedduringthestudyperiod(includingbothprimecontractsandsubcontracts).Overall,minority‐andwoman‐ownedbusinessesconsideredtogetherreceived18.9percentoftherelevantcontractingdollarsthattheCityawardedduringthestudyperiod.Non‐Hispanicwhitewoman‐ownedbusinesses(8.2%)andAsianAmerican‐ownedbusinesses(5.6%)exhibitedhigherlevelsofparticipationthanallothergroups.

Business group

Asian American‐owned 1.1 % 0.5 %

Black American‐owned  5.5 9.7

Hispanic American‐owned 3.3 2.4

Native American‐owned 0.4 0.4

Non‐Hispanic white woman‐owned 10.7 % 14.9 %

Total Minority‐ and Woman‐owned 21.1 % 28.0 %

Goals status

Goals No goals

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER ES, PAGE 6 

Figure ES‐5. Overall utilization results 

Note: 

Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. 

For more detail, see Figure F‐2 in Appendix F.  

Source: 

BBC Research & Consulting utilization analysis. 

Contract role.Manyminority‐andwoman‐ownedbusinessesaresmallbusinesses,andthus,oftenworkassubcontractors.Becauseofthattendency,itisusefultoexamineutilizationresultsseparatelyforprimecontractsandsubcontracts.AsshowninFigureES‐6,theparticipationofminority‐andwoman‐ownedbusinessesconsideredtogetherwashigherintheCity’ssubcontracts(21.9%)thanprimecontracts(18.5%).ThevastmajorityofcontractingdollarsthattheCityawardedduringthestudyperiodwereassociatedwithprimecontracts.

Figure ES‐6. Utilization results by  contract role 

Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. 

For more detail, see Figures F‐9 and F‐10 in Appendix F.  

Source: 

BBC Research & Consulting utilization analysis. 

 

Figure ES‐7. Utilization results by relevant industry 

Note:  Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. 

  For more detail, see Figures F‐5, F‐6, F‐7, and F‐8 in Appendix F. 

Source:  BBC Research & Consulting utilization analysis. 

Industry. BBCexaminedutilizationanalysisresultsseparatelyfortheCity’sconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontracts.AsshowninFigureES‐7,theparticipationofminority‐andwoman‐ownedbusinessesconsideredtogetherwashighestintheCity’sotherprofessionalservicescontracts(50.6%)andlowestin

Business group

Minority‐ and Woman‐owned

Asian American‐owned 5.6 %

Black American‐owned  4.5 %

Hispanic American‐owned 0.5 %

Native American‐owned 0.0 %

Non‐Hispanic white woman‐owned 8.2 %

Total Minority‐ and Woman‐owned 18.9 %

Utilization

Business group

Asian American‐owned 6.3 % 0.4 %

Black American‐owned  4.9 % 1.3 %

Hispanic American‐owned 0.4 % 2.1 %

Native American‐owned 0.0 % 0.0 %

Non‐Hispanic white woman‐owned 6.9 % 18.1 %

Total Minority‐ and Woman‐owned 18.5 % 21.9 %

Contract role

Prime 

contracts Subcontracts

Business Group

Asian American‐owned 0.2 % 0.4 % 32.1 % 0.4 %

Black American‐owned  1.3 % 0.9 % 15.3 % 5.2 %

Hispanic American‐owned 1.0 % 0.1 % 0.4 % 0.1 %

Native American‐owned 0.0 % 0.0 % 0.0 % 0.0 %

Non‐Hispanic white woman‐owned 9.3 % 8.7 % 2.9 % 9.3 %

Total Minority‐ and Woman‐owned 11.8 % 10.1 % 50.6 % 15.0 %

Industry

Construction

Other Professional 

Services

Goods and 

Services

Architecture 

and Engineering

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER ES, PAGE 7 

architectureandengineeringcontracts(10.1%).ThepluralityofcontractingdollarsthattheCityawardedduringthestudyperiodwereassociatedwithconstructioncontractsforwhichtheparticipationofminority‐andwoman‐ownedbusinesseswas11.8percent.

Goal status.TheCityusedSWaMcontractgoalstoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,andwoman‐ownedbusinessesinmanyofthecontractsthatitawardedduringthestudyperiod.SWaMgoalsonlyappliedtoselectconstructioncontractsduringthestudyperiod.Itisusefultoexamineparticipationseparatelyforgoalscontractsandnogoalscontractsanassessmentofhoweffectivetheuseofthosegoalswasinencouragingtheparticipationofminority‐andwoman‐ownedbusinessesinparticular.AsshowninFigureES‐8,theparticipationofminority‐andwoman‐ownedbusinessesconsideredtogetherwasactuallymuchhigherinnogoalscontracts(23.7%)thangoalscontracts(11.5%). 

Figure ES‐8. Utilization results by  contract goal status 

Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. 

For more detail, see Figures F‐11 and F‐12 in Appendix F.  

Source: 

BBC Research & Consulting utilization analysis. 

Service‐disabled veteran‐owned businesses.BBCalsoexaminedtheparticipationofservice‐disabledveteran‐ownedbusinessesinthecontractsandprocurementsthattheCityawardedduringthestudyperiod.Theutilizationanalysisindicatedthattheparticipationofservice‐disabledveteran‐ownedbusinessesinCitycontractsandprocurementswas0.7percent.

D. Disparity Analysis Results 

Althoughinformationabouttheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinCitycontractsisusefulonitsown,itisevenmoreusefulwhenitiscomparedwiththelevelofparticipationthatmightbeexpectedbasedontheiravailabilityforCitywork.Aspartofthedisparityanalysis,BBCcomparedtheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinCityprimecontractsandsubcontractswiththepercentageofcontractdollarsthatthosebusinessesmightbeexpectedtoreceivebasedontheiravailabilityforthatwork.BBCcalculateddisparityindicesforeachrelevantbusinessgroupandforvariouscontractsetsbydividingpercentutilizationbypercentavailabilityandmultiplyingby100.Adisparityindexof100indicatesanexactmatchbetweenparticipationandavailabilityforaparticulargroupforaparticularcontractset(referredtoasparity).Adisparityindexoflessthan100indicatesadisparitybetweenparticipationandavailability.Adisparityindexoflessthan80indicatesasubstantialdisparitybetweenparticipationandavailability.

Minority‐and woman‐owned businesses.BBCexaminedtheavailabilityofminority‐andwoman‐ownedbusinessesforvariouscontractssetstoassessthedegreetowhichtheymayhavebeenunderutilizedonvarioustypesofCitywork.

Business group

Asian American‐owned 0.1 % 9.3 %

Black American‐owned  0.9 % 6.9 %

Hispanic American‐owned 1.1 % 0.2 %

Native American‐owned 0.0 % 0.0 %

Non‐Hispanic white woman‐owned 9.4 % 7.3 %

Total Minority‐ and Woman‐owned 11.5 % 23.7 %

Goal status

Goals No goals

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Overall.FigureES‐9presentsdisparityindicesforallrelevantprimecontractsandsubcontractsthattheCityawardedduringthestudyperiod.Thelinedownthecenterofthegraphshowsadisparityindexlevelof100,whichindicatesparitybetweenparticipationandavailability.Alineisalsodrawnatadisparityindexlevelof80,becausesomecourtsuse80asthethresholdforwhatindicatesasubstantialdisparity.AsshowninFigureES‐9,overall,theparticipationofminority‐andwoman‐ownedbusinessesincontractsthattheCityawardedduringthestudyperiodwassubstantiallylowerthanwhatonemightexpectbasedontheavailabilityofthosebusinessesforthatwork.Thedisparityindexof75indicatesthatminority‐andwoman‐ownedbusinessesreceivedapproximately$0.75foreverydollarthattheymightbeexpectedtoreceivebasedontheiravailabilityfortherelevantprimecontractsandsubcontractsthattheCityawardedduringthestudyperiod.Disparityanalysisresultsbyindividualracial/ethnicandgendergroupindicatedthat:

Fourgroupsexhibiteddisparityindicessubstantiallybelowparity:non‐Hispanicwhitewoman‐ownedbusinesses(disparityindexof62),BlackAmerican‐ownedbusinesses(disparityindexof56),HispanicAmerican‐ownedbusinesses(disparityindexof20),andNativeAmerican‐ownedbusinesses(disparityindexof5).

AsianAmerican‐ownedbusinesses(disparityindexof200+)didnotexhibitadisparity.

Figure ES‐9. Disparity indices by group 

Note: 

For more detail, see Figure F‐2 in Appendix F. 

 

Source: 

BBC Research & Consulting disparity analysis. 

Contract role. Subcontractstendtobemuchsmallerinsizethanprimecontracts.Asaresult,subcontractsareoftenmoreaccessiblethanprimecontractstominority‐andwoman‐ownedbusinesses.Thus,itmightbereasonabletoexpectbetteroutcomesforminority‐andwoman‐ownedbusinessesonsubcontractsthanonprimecontracts.AsshowninFigureES‐10,minority‐andwoman‐ownedbusinessesconsideredtogethershowedasubstantialdisparityforbothprimecontracts(disparityindexof76)andsubcontracts(disparityindexof69).Resultsforindividualgroupsindicatedthat:

AllgroupsshowedsubstantialdisparitiesonprimecontractsexceptforAsianAmerican‐ownedbusinesses(disparityindexof200+).

Allgroupsshowedsubstantialdisparitiesonsubcontractsexceptfornon‐Hispanicwhitewoman‐ownedbusinesses(disparityindexof94).

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Figure ES‐10. Disparity indices for prime contracts and subcontracts  

Note: 

For more detail, see Figures F‐9 and  F‐10 in Appendix F. 

 

Source: 

BBC Research & Consulting  disparity analysis. 

Industry.BBCexamineddisparityanalysisresultsseparatelyfortheCity’sconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontracts.AsshowninFigureES‐11,minority‐andwoman‐ownedbusinessesconsideredtogethershowedsubstantialdisparitiesforeachrelevantindustryexceptotherprofessionalservices(disparityindexof193).Disparityanalysisresultsdifferedbyindustryandgroup:

Threeindividualgroupsshowedsubstantialdisparitiesonconstructioncontracts:AsianAmerican‐ownedbusinesses(disparityindexof13),BlackAmerican‐ownedbusinesses(disparityindexof23),andHispanicAmerican‐ownedbusinesses(disparityindexof35).

AllindividualgroupsshowedsubstantialdisparitiesonarchitectureandengineeringcontractsexceptforAsianAmerican‐ownedbusinesses(disparityindexof200+).

Threeindividualgroupsshowedsubstantialdisparitiesonotherprofessionalservicescontracts:HispanicAmerican‐ownedbusinesses(disparityindexof8),NativeAmerican‐ownedbusinesses(disparityindexof0),andnon‐Hispanicwhitewoman‐ownedbusinesses(disparityindexof29).

AllindividualgroupsshowedsubstantialdisparitiesongoodsandservicescontractsexceptforAsianAmerican‐ownedbusinesses(disparityindexof200+).

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Figure ES‐11. Disparity analysis results by relevant industry  

Note: 

For more detail, see Figures F‐5, F‐6, F‐7, and F‐8 in Appendix F. 

 

Source: 

BBC Research & Consulting  disparity analysis. 

Goal status.TheCityusedSWaMcontractgoalstoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,andwoman‐ownedbusinessesinmanyofthecontractsthatitawardedduringthestudyperiod.SWaMgoalsonlyappliedtoselectconstructioncontractsduringthestudyperiod.Itisusefultoexaminedisparityanalysisresultsseparatelyforgoalscontractsandnogoalscontractstoassesstheeffectivenessofthosegoalstoaddressanydisparitiesbetweenparticipationandavailability.AsshowninFigureES‐12,minority‐andwoman‐ownedbusinessesconsideredtogetheractuallyshowedasubstantialdisparityforgoalscontracts(disparityindexof55)butnotfornogoalscontracts(disparityindexof85).ResultsforindividualgroupsindicatedthatSWaMcontractgoalsmaybemoreeffectiveinaddressingdisparitiesforcertaingroupsthanothers:

Non‐Hispanicwhitewoman‐ownedbusinessesdidnotexhibitasubstantialdisparityongoalscontracts(disparityindexof88)butallotherindividualgroupsdidexhibitsubstantialdisparities.

AllindividualgroupsshowedsubstantialdisparitiesonnogoalscontractsexceptforAsianAmerican‐ownedbusinesses(disparityindexof200+).

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Service‐disabled veteran‐owned businesses. BBCalsocomparedparticipationtoavailabilityforservice‐disabledveteran‐ownedbusinessesinCitywork.Service‐disabledveteran‐ownedbusinessesexhibitedadisparityindexof6,indicatingthattheiractualparticipationinCitycontractingwassubstantiallylessthantheiravailability.

Figure ES‐12. Disparity analysis results by contract goals status 

Note: 

Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

For more detail, see Figures F‐11 and F‐12 in Appendix F.  

Source: 

BBC Research & Consulting availability analysis. 

E. Program Implementation 

TheCityshouldreviewstudyresultsandotherrelevantinformationinconnectionwithmakingdecisionsconcerningitsimplementationoftheSWaM.Keyconsiderationsofpotentialrefinementarediscussedbelow.Inmakingthoseconsiderations,theCityshouldalsoassesswhetheradditionalresources,changesininternalpolicy,orchangesinstatelawmayberequired.

Overall annual aspirational goal.In2010,theCityadoptedanannualaspirationalgoalof10percentforminority‐ownedbusinessparticipationinCitycontracts.Resultsfromthedisparitystudy—particularlytheavailabilityanalysisandanalysesofmarketplaceconditions—canbehelpfultotheCityinadjustingitsoverallannualgoalfortheparticipationofminority‐ownedbusinessesandalsotopotentiallyincludewoman‐ownedbusinessesandservice‐disabledveteran‐ownedbusinesses.Theavailabilityanalysisindicatesthat,consideringallindustriestogether,minority‐ownedbusinessesmightbeexpectedtoreceive12.0percentofCitycontractingdollarsandwoman‐ownedbusinessesmightbeexpectedtoreceive13.3percentof

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Citycontractingdollars.3Theavailabilityanalysisindicatedthatservice‐disabledveteran‐ownedbusinessesmightbeexpectedtoreceive11.9percentofCitycontractingdollars.TheCityshouldconsideradjustingitsoverallaspirationalgoalbasedonthatinformationandinformationaboutlocalmarketplaceconditionspresentedinChapter3,AppendixC,andAppendixD.

SWaM Office.TheCitydoesnothaveadedicatedofficetoimplementtheSWaMProgramandmonitortheparticipationofSWaM‐certifiedbusinessesinitscontracts.Instead,theCitycurrentlyreliesonstaffwhoworkinthePurchasingDivisiontodoso.TheCityshouldconsiderestablishingadedicatedofficeresponsibleforimplementingtheSWaMProgramandmonitoringprogressthattheCityismakingtowardsencouragingtheparticipationofminority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesinitscontracting.Theofficeshouldhaveenoughdedicatedstafftocarryoutessentialprogramfunctions.AlthoughtheCity’sMinorityBusinessCoordinatorcurrentlyworkswithinthePurchasingDivision,theCitymightinsteadconsiderhousingaSWaMOfficewithintheOfficeofEconomicDevelopment.DoingsowouldallowSWaMstafftomoreeffectivelypartnerwiththeOfficeofEconomicDevelopment,whichalreadycarriesoutanumberofactivitiesrelevanttopotentialSWaMOfficeefforts.

Data collection.TheCitymaintainscomprehensivedataontheprimecontractsandprocurementsthatitawardsandmaintainsthosedatainawell‐organizedandintuitivemanner.However,theCitydoesnotmaintainanadequatelinkbetweenitscontractingandpaymentinformationandcouldeasilydosoinitscurrentsystems.DoingsowouldallowtheCitytoaccuratelyassesswhethertherearesubstantialdifferencesbetweencontractawardandpaymentamounts.Moreover,theCitydoesnotmaintaincomprehensivedataonsubcontractsthatareassociatedwiththeprimecontractsthatitawards.TheCityshouldconsidercollectingcomprehensivedataonallsubcontracts,regardlessoftheownershipstatusofeachbusiness.CollectingdataonallsubcontractswillhelpensurethattheCitymonitorstheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesaccurately.TheCityshouldconsidercollectingthosedataaspartofbidsandalsorequiringprimecontractorstosubmitdataonsubcontractsaspartoftheinvoicingprocessforallcontracts.TheCityshouldtrainrelevantdepartmentstafftocollectandentersubcontractdataaccuratelyandconsistently.

Growth monitoring.Alongwithworkingtoimproveitscontractingandvendordatasystems,theCitymightalsoconsidercollectingdataontheimpactthattheSWaMProgramhasonthegrowthofminority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesovertime.DoingsowouldrequiretheCitytocollectbaselineinformationonSWaM‐certifiedbusinesses—suchasrevenue,numberoflocations,numberofemployees,andemployeedemographics—andthencontinuetocollectthatinformationfromeachbusinessonanannualbasis.SuchmetricswouldallowtheCitytoassesswhethertheprogramishelpingbusinessesgrowandrefinethemeasuresthatitusesaspartoftheSWaMProgram.

3Theavailabilityofminority‐andwoman‐ownedbusinessesforallindustriesconsideredtogetherreflectsaweightof0.45forconstruction;0.13forarchitectureandengineering;0.17forotherprofessionalservices;and0.26forgoodsandservices,basedonthevolumeofdollarsthattheCityspentduringthestudyperiodineachindustry.

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Business certification. TheCitydoesnotcurrentlycertifyminority‐andwoman‐ownedbusinessesorotherdiversebusinessesitselfbutinsteadreliesontheVirginiaDepartmentofSmallBusinessandSupplierDiversity(SBSD)todoso.Somebusinessesparticipatinginin‐depthinterviewsandpublicmeetingscommentedonthedifficultiesandtimerequirementsassociatedwithSBSD’scertificationprocess.TheCitymightconsideroperatingitsowncertificationprocessaspartoftheSWaMProgramalongwithrecognizingSBSD‐certifiedbusinesses.DoingsowouldallowtheCitytocertifyminority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesusingcriteriathataremostrelevanttoitslocalmarketplace(e.g.,race/ethnicityofowners,genderofowners,andrevenuerequirements).

Subcontract opportunities.Subcontractsoftenrepresentaccessibleopportunitiesforsmallanddiversebusinessestobecomeinvolvedincontracting.However,subcontractingaccountedforarelativelysmallpercentageofthetotalcontractingdollarsthattheCityawardedduringthestudyperiod.Toincreasethenumberofsubcontractopportunities,theCitycouldconsiderimplementingaprogramthatrequiresprimecontractorstosubcontractacertainamountofprojectworkaspartoftheirbidsandproposals,regardlessoftherace/ethnicityorgenderofsubcontractorowners.Forspecifictypesofcontractswheresubcontractingorpartnershipopportunitiesmightexist,theCitycouldsetaminimumpercentageofworktobesubcontracted.Primecontractorswouldthenhavetomeetorexceedthatthresholdinorderfortheirbidstobeconsideredresponsive.

Contract goals. TheCityshouldconsiderusingminority‐andwoman‐ownedbusinessgoalsonindividualcontractsthatitawards.DisparityanalysisresultsindicatedthatnearlyallrelevantgroupsshowedsubstantialdisparitiesonthecontractsthattheCityawardedduringthestudyperiod,indicatingthattheyarefacingbarriersaspartoftheCity’scontractingprocesses.BecausetheCityusesmanyrace‐andgender‐neutralmeasurestoencouragetheparticipationofminority‐andwoman‐ownedbusinessesinitscontracting,andbecausethosemeasureshavenotsufficientlyaddresseddisparitiesforseveralindividualgroups,theCitymightconsiderusingcontractgoalsinthefuture.Becausetheuseofsuchgoalswouldbeconsideredarace‐andgender‐consciousmeasure,theCitywillneedtoensurethattheuseofthosegoalsmeetsthestructscrutinystandardofconstitutionalreview(fordetails,seeChapter2andAppendixB).

Unbundling large contracts. Ingeneral,minority‐andwoman‐ownedbusinessesexhibitedreducedavailabilityforrelativelylargecontractsthattheCityawardedduringthestudyperiod.Inaddition,aspartofin‐depthinterviewsandpublicmeetings,severalbusinessesownersreportedthatthesizeofgovernmentcontractsoftenservesasabarriertotheirsuccess(fordetails,seeAppendixD).Tofurtherencouragetheparticipationofsmallanddiversebusinesses,theCityshouldconsidermakingeffortstounbundlerelativelylargeprimecontractsandevensubcontractsintoseveralsmallercontracts.Forexample,theCityofCharlotte,NorthCarolinaencouragesprimecontractorstounbundlesubcontractingopportunitiesintosmallercontractpiecesthataremorefeasibleforsmallbusinessesandminority‐andwoman‐ownedbusinessestoworkonandacceptssuchattemptsasgoodfaitheffortsaspartofitscontractinggoalsprogram.

Prompt payment.Aspartofin‐depthinterviews,severalbusinesses,includingmanyminority‐andwoman‐ownedbusinesses,reporteddifficultieswithreceivingpaymentinatimelymanneronCitycontracts,particularlywhentheyworkassubcontractors(fordetails,see

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AppendixD).Manybusinessesalsocommentedthathavingcapitalonhandiscrucialtobusinesssuccessandisoftenchallengingforsmallbusinesses.Citycontractsincludelanguagetoensurepromptpaymentofsubcontractors,buttheCityshouldconsiderreinforcingpromptpaymentpolicieswithitsprocurementstaffandprimecontractors.Inaddition,theCitytypicallypayscontractorsviahardcopychecksandcouldconsiderautomatingpayments.Doingsomighthelpensurethatbothprimecontractorsandsubcontractorsreceivepaymentinatimelymanner.

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CHAPTER 1. 

Introduction   

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CHAPTER 1. Introduction 

VirginiaBeachisthemostpopulouscityinVirginiaandoneofthe40mostpopulouscitiesintheUnitedStates.TheCityofVirginiaBeach(theCity)providesmyriadservicestothenearly500,000peoplewholiveandworkintheregion.Thoseservicesincludepoliceandfireprotection;healthandmentalhealthservices;roadconstructionandmaintenance;waterandsewageservices;andavarietyofsocialandeconomicservices.Aspartofprovidingthoseservices,theCitytypicallyspendshundredsofmillionsofcontractingdollarseachyeartoprocurevariousgoodsandservicesinconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservices.

Overthepast20years,theCityhasusedvariousstrategiesandeffortstoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesinitscontracting.Thoseeffortshaveincluded:

EstablishingtheSmall,Woman,andMinority‐ownedBusiness(SWaM)Program;

EstablishingtheSmallBusinessEnhancementProgram;

Establishinganaspirational10percentgoalfortheparticipationofminority‐ownedbusinessesinCitycontracting;

Creatingtheregion’sfirstMinorityBusinessCouncil;

UnbundlingCitycontractstobetterenableSWaMbusinessestocompeteforCitycontracts;

ProvidingdepartmentbuyersaccesstoacomprehensivedatabaseofSWaMbusinesses;

ImplementingaCityAdministrativeDirectiverequiringthesolicitationofSWaMbusinessesandservice‐disabledveteran‐ownedbusinessesforprocurementsworthlessthan$50,000;

EnteringintoaMemorandumofUnderstandingwiththeVirginiaDepartmentofSmallBusinessandSupplierDiversity‐SBSD;

Creatingthreebusinessdiversitypositions:theMinorityBusinessCoordinator,theSWaMBusinessDevelopmentManager,andtheTitleVICivilRightsComplianceCoordinator;and

Implementingabondwaiver/prequalificationprogram.

TheCityretainedBBCResearch&Consulting(BBC)toconductadisparitystudytohelpevaluatetheeffectivenessofitsmeasurestoencouragetheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinitscontractsandprocurements.Aspartofthestudy,BBCexaminedwhetherthereareanydisparitiesbetween:

ThepercentageofcontractdollarsthattheCityspentwithofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesduringthestudyperiod(i.e.,utilization);and

Thepercentageofcontractdollarsthatminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesmightbeexpectedtoreceivebasedontheiravailabilitytoperformspecifictypesandsizesoftheCity’sprimecontractsandsubcontracts(i.e.,availability).

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BBCalsoassessedotherquantitativeandqualitativeinformationrelatedto:

ThelegalframeworkrelatedtotheCity’simplementationoftheSWaMProgram;

Localmarketplaceconditionsforminority‐andwoman‐ownedbusinesses;and

ContractingpracticesandbusinessassistanceprogramsthattheCitycurrentlyhasinplace.

ThereareseveralreasonswhythedisparitystudywillbeusefultotheCity:

Thedisparitystudyprovidesanindependentreviewoftheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesintheCity’scontractingandprocurement,whichwillbevaluabletoCityleadershipandexternalstakeholders;

InformationfromthedisparitystudywillbeusefultotheCityasitmakesdecisionsabouttheSWaMProgram;

Thedisparitystudyprovidesinsightsintohowtoincreasecontractingopportunitiesforminority‐,woman‐,andservice‐disabledveteran‐ownedbusinesses;and

Organizationsthathavesuccessfullydefendedtheirimplementationsofcontractingprogramsincourthavetypicallyreliedoninformationfromdisparitystudies.

BBCintroducestheCityofVirginiaBeachDisparityStudyinthreeparts:

A. Background;

B. Studyscope;and

C. Studyteammembers.

A. Background 

TheSWaMProgramisdesignedtoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,andwoman‐ownedbusinessesinCitycontractingandprocurement,particularlyinthecontractingareasofconstruction;architectureandengineering;andotherprofessionalservices.Totrytomeettheobjectivesoftheprogram,theCityusesvariousrace‐andgender‐neutralprogrammeasurestoencouragetheparticipationofthosebusinessesinitsowncontracting.Race‐andgender‐neutralmeasuresaremeasuresthataredesignedtoencouragetheparticipationofsmallbusinessesinagovernmentorganization’scontracting,regardlessoftherace/ethnicityorgenderofbusinesses’owners.Thetypesofrace‐andgender‐neutralmeasuresthattheCitycurrentlyusesinclude:

Networkingandoutreachevents;

Trainingseminarsandworkshops;

Financingandbondingassistance;

Mentorship;and

Monitoringandreporting.

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Incontrasttorace‐andgender‐neutralmeasures,race‐andgender‐consciousmeasuresaremeasuresthatarespecificallydesignedtoencouragetheparticipationofminority‐andwoman‐ownedbusinessesingovernmentcontracting(e.g.,participationgoalsforminority‐andwoman‐ownedbusinessonindividualcontracts).TheCitydoesnotcurrentlyuseanyrace‐orgender‐consciousmeasuresaspartoftheSWaMProgram.

B. Study Scope 

InformationfromthedisparitystudywillhelptheCitycontinuetoencouragetheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinitscontractingandprocurement.Inaddition,itwillhelptheCityimplementtheSWaMProgrameffectivelyandinalegally‐defensiblemanner.

Relevant business groups.Ingeneral,BBCfocuseditsanalysesonwhetherbarriersordiscriminationbasedonrace/ethnicity,gender,oramilitary‐relateddisabilityaffectedtheparticipationofbusinessesinCitycontractsorprocurements,regardlessofwhetherthosebusinesseswere,orcouldbe,SWaM‐certified.AnalyzingtheparticipationandavailabilityofbusinessesregardlessofSWaMcertificationallowedBBCtoassesswhethersuchbarriersaffectbusinesssuccessindependentofcertificationstatus.Tointerpretthecoreanalysespresentedinthedisparitystudy,itisusefultounderstandhowthestudyteamdefinesthevariousgroupsofbusinessesthatarethefocusoftheSWaMProgramandthedisparitystudy.

Minority‐ and woman‐owned businesses.BBCanalyzedbusinessoutcomesforminority‐andwoman‐ownedbusinesses,whichweredefinedasbusinessesownedbyAsianAmericans,BlackAmericans,HispanicAmericans,NativeAmericans,orwomenofanyrace/ethnicity.Toavoiddouble‐counting,BBCclassifiedminoritywoman‐ownedbusinesseswiththeircorrespondingminoritygroups.(Forexample,BlackAmericanwoman‐ownedbusinesseswereclassifiedalongwithbusinessesownedbyBlackAmericanmenasBlackAmerican‐ownedbusinesses.)Thus,woman‐ownedbusinessesinthisreportreferstonon‐Hispanicwhitewoman‐ownedbusinesses.

Service‐disabled veteran‐owned businesses.BBCanalyzedbusinessoutcomesforservice‐disabledveteran‐ownedbusinesses,whichweredefinedasbusinessesthatareownedbyveteransoftheUnitedStatesmilitarywhohaveamentalorphysicaldisabilitythatresulteddirectlyfromtheirmilitaryservice.

SWaM‐certified businesses.SWaM‐certifiedbusinessesaresmallbusinesses,minority‐ownedbusinesses,orwoman‐ownedbusinessesthatarespecificallycertifiedasSWaMbusinessesthroughtheCommonwealthofVirginia(theCommonwealth).BusinessesseekingSWaMcertificationarerequiredtosubmitanapplicationtotheCommonwealth.Theapplicationisavailableonlineandrequiresbusinessestosubmitvariousinformationincludingbusinessname;contactinformation;licenseinformation;financialinformation;workspecializations;andtherace/ethnicityandgenderoftheirowners.TheCommonwealthreviewseachapplicationforapproval.Notethatfirmsownedbynon‐Hispanicwhitemenwhoarenotservice‐disabledveteranscanalsobecomeSWaM‐certifiediftheymeeteligibilityrequirementsforbeingsmallbusinesses.However,BBC’sanalysesfocusedprimarilyonbusinessesthatareminority‐ownedorwoman‐owned.

Potential SWaM‐certified businesses.PotentialSWaM‐certifiedbusinessesareminority‐orwoman‐ownedbusinessesthatareSWaM‐certifiedorappearthattheycouldbecertifiedbased

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onownershipstatusandsizerequirementssetforthbytheCommonwealth.ThestudyteamdidnotcountbusinessesthathavebeendecertifiedfromtheSWaMProgramaspotentialSWaM‐certifiedbusinessesinthisstudy.

Majority‐owned businesses.Majority‐ownedbusinessesarebusinessesthatareownedbynon‐Hispanicwhitemenwhoarenotservice‐disabledveterans.

Analyses in the disparity study.Thedisparitystudyexaminedwhetherthereareanydisparitiesbetweentheparticipationandavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesonCitycontracts.Inaddition,thedisparitystudyalsoincludes:

AreviewoflegalissuesrelatedtotheCity’simplementationoftheSWaMProgram;

Ananalysisoflocalmarketplaceconditionsforminority‐,woman‐,andservice‐disabledveteran‐ownedbusinesses;

AnassessmentoftheCity’scontractingpracticesandbusinessassistanceprograms;and

OtherinformationfortheCitytoconsiderasitrefinesitsimplementationoftheSWaMProgram.

Thedisparitystudyfocusedonconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicesthattheCityawardedbetweenJuly1,2012andJune30,2017(i.e.,thestudyperiod).Informationfromthedisparitystudyisorganizedasfollows:

Legal framework and analysis.Thestudyteamconductedadetailedanalysisofrelevantfederalregulations,caselaw,statelaw,andotherinformationtoguidethemethodologyforthedisparitystudy.Theanalysisincludedareviewoffederalandstaterequirementsconcerningtheimplementationofminority‐andwoman‐ownedbusinessprograms.ThelegalframeworkandanalysisissummarizedinChapter2andpresentedindetailinAppendixB.

Marketplace conditions.BBCconductedquantitativeanalysesofthesuccessofminoritiesandwomenaswellasminority‐,woman‐,andveteran‐ownedbusinessesinthelocalcontractingandprocurementindustries.BBCcomparedbusinessoutcomesforminoritiesandwomenaswellasminority‐andwoman‐ownedbusinessestooutcomesfornon‐Hispanicwhitemenandbusinessesownedbynon‐Hispanicwhitemen.Inaddition,thestudyteamcollectedqualitativeinformationaboutpotentialbarriersthatminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesfaceintheVirginiaBeachregionthroughin‐depthinterviewsandpublicmeetings.InformationaboutmarketplaceconditionsispresentedinChapter3,AppendixC,andAppendixD.

Data collection.BBCcollectedcomprehensivedataontheprimecontractsandsubcontractsthattheCityawardedduringthestudyperiodaswellasinformationonthebusinessesthatparticipatedinthosecontracts.ThescopeofBBC’sdatacollectioneffortsispresentedinChapter4.

Availability analysis.BBCassessedthedegreetowhichminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesareready,willing,andabletoperformonCityprimecontractsandsubcontracts.ThatanalysiswasbasedonCitydataandtelephonesurveysthatthestudyteamconductedwiththousandsofbusinessesthatarelocatedintheVirginiaBeachregionandthat

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workinindustriesrelatedtothetypesofcontractsandprocurementsthattheCityawards.ResultsfromtheavailabilityanalysisarepresentedinChapter5andAppendixE.

Utilization analysis.BBCanalyzedprimecontractandsubcontractdollarsthattheCityspentwithminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesoncontractsthatitawardedduringthestudyperiod.ResultsfromtheutilizationanalysisarepresentedinChapter6.

Disparity analysis.BBCexaminedwhethertherewereanydisparitiesbetweentheutilizationandavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesonprimecontractsandsubcontractsthattheCityawardedduringthestudyperiod.Thestudyteamalsoassessedwhetheranyobserveddisparitieswerestatisticallysignificant.ResultsfromthedisparityanalysisarepresentedinChapter7andAppendixF.

Program measures. BBCreviewedtherace‐andgender‐neutralmeasuresthattheCityusestoencouragetheparticipationofsmallbusinessesinitscontractingaswellasmeasuresthatotherorganizationsacrossthecountryuse.ThatinformationispresentedinChapter8.

Program implementation.BBCreviewedtheCity’scontractingpracticesandprogrammeasuresthatarepartofitsimplementationoftheSWaMProgram.BBCprovidedguidancerelatedtoadditionalprogramoptionsandchangestocurrentcontractingpracticesfortheCitytoconsider.Thestudyteam’sreviewandguidancerelatedtoprogramimplementationispresentedinChapter9.

C. Study Team Members 

TheBBCdisparitystudyteamwasmadeupoffourfirmsthat,collectively,possessdecadesofexperiencerelatedtoconductingdisparitystudiesinconnectionwithsmallanddiversebusinessprograms.

BBC (prime consultant).BBCisaDenver‐baseddisparitystudyandeconomicresearchfirm.BBChadoverallresponsibilityforthedisparitystudyandperformedallofthequantitativeanalyses.

The Miles Agency.TheMilesAgencyisaBlackAmericanwoman‐ownedcommunityengagementfirmbasedinVirginiaBeach.TheMilesAgencyconductedin‐depthinterviewswithbusinesseslocatedintheVirginiaBeachregionaspartofthestudyteam’squalitativeanalysesofmarketplaceconditions.Inaddition,thefirmhelpedfacilitatevariouscommunityengagementefforts.

Holland & Knight. Holland&Knightisalawfirmwithofficesthroughoutthecountry.Holland&Knightconductedthelegalanalysisthatprovidedthebasisforthestudy.

Customer Research International (CRI).CRIisaSubcontinentAsianAmerican‐ownedsurveyfieldworkfirmbasedinSanMarcos,Texas.CRIconductedtelephonesurveyswiththousandsofbusinesseslocatedintheVirginiaBeachregiontogatherinformationfortheutilizationandavailabilityanalyses.

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CHAPTER 2. 

Legal Analysis   

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CHAPTER 2. Legal Analysis 

TheCityofVirginiaBeach(TheCity)usesvariouseffortstoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,woman‐ownedbusinesses,andservicedisabledveteran‐ownedbusinessesinitscontracting,includingitsoperationoftheSmall,Woman,andMinority‐ownedBusiness(SWaM)Program.Totrytomeettheobjectivesoftheprogram,theCityusesvariousrace‐andgender‐neutralprogrammeasures.Race‐andgender‐neutralmeasuresaremeasuresthataredesignedtoencouragetheparticipationofsmallbusinessesinanorganization’scontractingregardlessoftherace/ethnicityorgenderofbusinesses’owners.Incontrast,race‐andgender‐consciousmeasuresaredesignedtospecificallyencouragetheparticipationofminority‐andwoman‐ownedbusinessesintheorganization’scontracting(e.g.,participationgoalsforminority‐andwoman‐ownedbusinessonindividualcontracts).

AlthoughtheCitydoesnotcurrentlyuseanyrace‐orgender‐consciousmeasuresaspartoftheSWaMProgram,itisinstructivetoreviewlegalstandardssurroundingtheiruseincasetheCitydecidesthatusingsuchmeasuresisappropriateinthefuture.Anyuseofrace‐andgender‐consciousmeasuresmustmeetthestrictscrutinystandardofconstitutionalreview.1Thestrictscrutinystandardpresentsthehighestthresholdforevaluatingthelegalityofrace‐andgender‐consciousmeasuresshortofprohibitingthemaltogether.Underthestrictscrutinystandard,agovernmentorganizationmust:

Haveacompellinggovernmentalinterestinremedyingpastidentifieddiscriminationoritspresenteffects;and

Establishthattheuseofanysuchmeasureisnarrowlytailoredtoachievethegoalofremedyingtheidentifieddiscrimination.

Agovernmentorganization’sprogrammustmeetboththecompellinggovernmentalinterestandthenarrowtailoringcomponentsofthestrictscrutinystandard.Aprogramthatfailstomeeteithercomponentisunconstitutional.

BBCResearch&Consulting(BBC)summarizestheelementsoftheSWaMProgramaswellasthelegalstandardstowhichtheCitymustadhereinimplementingtheprogram.BBCpresentsthatinformationintwoparts:

A. Programoverview;and

B. Legalstandards.

1CertainFederalCourtsofAppealsapplytheintermediatescrutinystandardtogender‐consciousprograms.AppendixBdescribestheintermediatescrutinystandardindetail.

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A. Program Overview 

TheSWaMProgramisdesignedtoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,andwoman‐ownedbusinessesinCitycontractingandprocurement,particularlyinthecontractingareasofconstructionandarchitectureandengineering.Totrytomeettheobjectivesoftheprogram,theCityusesvariousrace‐andgender‐neutralprogrammeasurestoencouragetheparticipationofthosebusinessesinitsowncontracting,including:

Networkingandoutreachevents;

Trainingseminarsandworkshops;

Financingandbondingassistance;

Mentorship;

Monitoringandreporting;

TheBondWaiver/PrequalificationProgram;and

TheSmallBusinessEnhancementProgram.

TheCityalsoencouragesprimecontractorstoutilizeSWaM‐certifiedsubcontractorsonselectconstructionandarchitectureandengineeringcontracts.Forconstructionandarchitectureandengineeringcontractsworth$100,000ormore,theCityasksthatprimecontractorsfulfill50percentofsubcontractingopportunitieswithSWaM‐certifiedbusinesses.TheCitydoesnotcurrentlyuseanyrace‐orgender‐consciousmeasuresaspartoftheSWaMProgram.

B. Legal Standards 

Therearedifferentlegalstandardsfordeterminingtheconstitutionalityofcontractingprogramsdependingonwhethertheyrelyonlyonrace‐andgender‐neutralmeasuresoracombinationofrace‐andgender‐neutralandrace‐andgender‐consciousmeasures.BBCbrieflysummarizeslegalstandardsforbothtypesofprogramsbelow.

Programs that rely only on race‐ and gender‐neutral measures.Governmentorganizationsthatimplementcontractingprogramsthatrelyonlyonrace‐andgender‐neutralmeasuresmustshowarationalbasisfortheirprograms.Showingarationalbasisrequiresorganizationstodemonstratethattheircontractingprogramsarerationallyrelatedtoalegitimategovernmentinterest.Itisthelowestthresholdforevaluatingthelegalityofgovernmentcontractingprograms.Whencourtsreviewprogramsbasedonarationalbasis,onlythemostegregiousviolationsleadtoprogramsbeingdeemedunconstitutional.TheCityimplementstheSWaMPrograminarace‐andgender‐neutralmanner.

Programs that rely on race‐ and gender‐neutral and race‐ and gender‐conscious measures.TheUnitedStatesSupremeCourthasestablishedthatcontractingprogramsthatincludebothrace‐andgender‐neutralandrace‐andgender‐consciousmeasuresmustmeetthestrictscrutinystandardofconstitutionalreview.2Incontrasttoarationalbasis,thestrict

2CertainFederalCourtsofAppealsapplytheintermediatescrutinystandardtogender‐consciousprograms.AppendixBdescribestheintermediatescrutinystandardindetail.

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scrutinystandardpresentsthehighestthresholdforevaluatingthelegalityofgovernmentcontractingprogramsshortofprohibitingthemaltogether.ThetwokeyUnitedStatesSupremeCourtcasesthatestablishedthestrictscrutinystandardforsuchprogramsare:

The1989decisioninCityofRichmondv.J.A.CrosonCompany,whichestablishedthestrictscrutinystandardofreviewforrace‐consciousprogramsadoptedbystateandlocalgovernments;3and

The1995decisioninAdarandConstructors,Inc.v.Peña,whichestablishedthestrictscrutinystandardofreviewforfederalrace‐consciousprograms.4

Underthestrictscrutinystandard,agovernmentorganizationmustshowacompellinggovernmentalinteresttouserace‐andgender‐consciousmeasuresandensurethatitsuseofrace‐andgender‐consciousmeasuresisnarrowtailored.Aprogramthatfailstomeeteithercomponentisunconstitutional.

Compelling governmental interest. Anorganizationthatusesrace‐orgender‐consciousmeasuresaspartofaminority‐orwoman‐ownedbusinessprogramhastheinitialburdenofshowingevidenceofdiscrimination—includingstatisticalandanecdotalevidence—thatsupportstheuseofsuchmeasures.Organizationscannotrelyonnationalstatisticsofdiscriminationinanindustrytodrawconclusionsabouttheprevailingmarketconditionsintheirownregions.Rather,theymustassessdiscriminationwithintheirownrelevantmarketareas.5Itisnotnecessaryforagovernmentorganizationitselftohavediscriminatedagainstminority‐orwoman‐ownedbusinessesforittoact.InCityofRichmondv.J.A.CrosonCompany,theSupremeCourtfound,“if[theorganization]couldshowthatithadessentiallybecomea‘passiveparticipant’inasystemofracialexclusionpracticedbyelementsofthelocalconstructionindustry…[i]tcouldtakeaffirmativestepstodismantlesuchasystem.”

Narrow tailoring.Inadditiontodemonstratingacompellinggovernmentalinterest,agovernmentagencymustalsodemonstratethatitsuseofrace‐andgender‐consciousmeasuresisnarrowlytailored.Thereareanumberoffactorsthatacourtconsiderswhendeterminingwhethertheuseofsuchmeasuresisnarrowlytailoredincluding:

Thenecessityofsuchmeasuresandtheefficacyofalternative,race‐andgender‐neutralmeasures;

Thedegreetowhichtheuseofsuchmeasuresislimitedtothosegroupsthatactuallysufferdiscriminationinthelocalmarketplace;

Thedegreetowhichtheuseofsuchmeasuresisflexibleandlimitedindurationincludingtheavailabilityofwaiversandsunsetprovisions;

Therelationshipofanynumericalgoalstotherelevantbusinessmarketplace;and

3CityofRichmondv.J.A.CrosonCompany,488U.S.469(1989).

4AdarandConstructors,Inc.v.Peña,515U.S.200(1995).

5Seee.g.,ConcreteWorks,Inc.v.CityandCountyofDenver(“ConcreteWorksI”),36F.3d1513,1520(10thCir.1994).

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Theimpactofsuchmeasuresontherightsofthirdparties.6

Meeting the strict scrutiny standard.Manygovernmentorganizationshaveusedinformationfromdisparitystudiesaspartofdeterminingwhethertheircontractingpracticesareaffectedbyrace‐orgender‐baseddiscriminationandensuringthattheiruseofrace‐andgender‐consciousmeasuresisnarrowlytailored.Specifically,organizationshaveassessedevidenceofanydisparitiesbetweentheparticipationandavailabilityofminority‐andwoman‐ownedbusinessesfortheircontractsandprocurements.InCityofRichmondv.J.A.CrosonCompany,theUnitedStatesSupremeCourtheldthat,“[w]herethereisasignificantstatisticaldisparitybetweenthenumberofqualifiedminoritycontractorswillingandabletoperformaparticularserviceandthenumberofsuchcontractorsactuallyengagedbythelocalityorthelocality’sprimecontractors,aninferenceofdiscriminatoryexclusioncouldarise.”LowercourtdecisionssinceCityofRichmondv.J.A.CrosonCompanyhaveheldthatacompellinggovernmentalinterestmustbeestablishedforeachracial/ethnicandgendergrouptowhichrace‐andgender‐consciousmeasuresapply.

Manyprogramshavefailedtomeetthestrictscrutinystandard,becausetheyhavefailedtomeetthecompellinggovernmentalinterestrequirement,thenarrowtailoringrequirement,orboth.However,manyotherprogramshavemetthestrictscrutinystandardandcourtshavedeemedthemtobeconstitutional.AppendixBprovidesdetaileddiscussionsofthecaselawrelatedtothoseprograms.

6See,e.g.,AGC,SDCv.Caltrans,713F.3dat1198‐1199;Rothe,545F.3dat1036;WesternStatesPaving,407F3dat993‐995;SherbrookeTurf,345F.3dat971;AdarandVII,228F.3dat1181;Eng’gContractorsAss’n,122F.3dat927(internalquotationsandcitationsomitted).

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CHAPTER 3. 

Marketplace Conditions   

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CHAPTER 3. Marketplace Conditions 

Historically,therehavebeenmyriadlegal,economic,andsocialobstaclesthathaveimpededminoritiesandwomenfromacquiringthehumanandfinancialcapitalnecessarytostartandoperatesuccessfulbusinesses.Barrierssuchasslavery,racialoppression,segregation,race‐baseddisplacement,andlabormarketdiscriminationproducedsubstantialdisparitiesforminoritiesandwomen,theeffectsofwhicharestillapparenttoday.Thosebarrierslimitedopportunitiesforminoritiesintermsofbotheducationandworkplaceexperience.1,2,3,4

Similarly,manywomenwererestrictedtoeitherbeinghomemakersortakinggender‐specificjobswithlowpayandlittlechanceforadvancement.5

Inthe19thandearly20thcenturies,minoritiesinVirginiafacedbarriersthatweresimilartothosethatminoritiesfacednationwide.DiscriminatorytreatmentwascommonforminoritiesinVirginia.BlackAmericanswereforcedtoliveinracially‐segregatedneighborhoodsandsendtheirchildrentosegregatedschools.Intheearly20thcentury,BlackAmericanmeninVirginiawerebarredfromvoting.BlackAmericanswerealsoforcedtouseseparatefacilitiesatarearestaurants,publicbuildings,andculturalinstitutions.6Severalofthemostwell‐documentedexamplesofredlining—whereBlackAmericansweresystematicallydeniedaccesstobankingandmortgageservicesbecausetheyweredeemedtoliveinhigher‐risk,“undesirable”neighborhoods—occurredinplaceslikeRichmondandNorfolk,Virginia.7,8Disparatetreatmentalsoextendedintothelabormarket.BlackAmericanswereconcentratedinlowwageworkinagricultureandotherindustrieswithfewopportunitiesforadvancement.9,10

Inthemiddleofthe20thcentury,manylegalandworkplacereformsopenedupnewopportunitiesforminoritiesandwomennationwide.Forexample,Brownv.BoardofEducation,TheEqualPayAct,TheCivilRightsAct,andTheWomen’sEducationalEquityActoutlawedmanyformsofrace‐andgender‐baseddiscrimination.Workplacesadoptedformalizedpersonnelpoliciesandimplementedprogramstodiversifytheirstaffs.11Thosereformsincreaseddiversityinworkplacesandreducededucationalandemploymentdisparitiesforminoritiesandwomen12,13,14,15However,despitethoseimprovements,minoritiesandwomencontinuetofacebarriers—suchasincarceration,residentialsegregation,andfamilyresponsibilities—thathavemadeitmoredifficulttoacquirethehumanandfinancialcapitalnecessarytostartandoperatebusinessessuccessfully.16,17,18,19

FederalCourtsandtheUnitedStatesCongresshaveconsideredbarriersthatminorities;women;andminority‐andwoman‐ownedbusinessesfaceinalocalmarketplaceasevidencefortheexistenceofrace‐andgender‐baseddiscriminationinthatmarketplace.20,21,22TheUnitedStatesSupremeCourtandotherfederalcourtshaveheldthatanalysesofconditionsinalocalmarketplaceforminorities;women;andminority‐andwoman‐ownedbusinessesareinstructiveindeterminingwhetheragencies’implementationsofminority‐andwoman‐ownedbusinessprogramsareappropriateandjustified.Thoseanalyseshelpagenciesdeterminewhethertheyarepassivelyparticipatinginanyrace‐orgender‐baseddiscriminationthatmakesitmore

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difficultforminority‐andwoman‐ownedbusinessestosuccessfullycompetefortheircontracts.Passiveparticipationindiscriminationmeansthatagenciesunintentionallyperpetuaterace‐orgender‐baseddiscriminationsimplybyoperatingwithindiscriminatorymarketplaces.Manycourtshaveheldthatpassiveparticipationinanyrace‐orgender‐baseddiscriminationestablishesacompellinggovernmentalinterestforagenciestotakeremedialactiontoaddresssuchdiscrimination.23,24,25

Thestudyteamconductedquantitativeandqualitativeanalysestoassesswhetherminorities;women;andminority‐andwoman‐ownedbusinessesfaceanybarriersintheVirginiaBeachconstruction;architecturalandengineering,professionalservices;andgoodsandservicesindustries.1Thestudyteamalsoexaminedthepotentialeffectsthatanysuchbarriershaveontheformationandsuccessofminority‐andwoman‐ownedbusinessesandontheirparticipationin,andavailabilityfor,contractsthattheCityofVirginiaBeachawards.Thestudyteamexaminedlocalmarketplaceconditionsprimarilyinfourareas:

Humancapital,toassesswhetherminoritiesandwomenfaceanybarriersrelatedtoeducation,employment,andgainingmanagerialexperienceinrelevantindustries;

Financialcapital,toassesswhetherminoritiesandwomenfaceanybarriersrelatedtowages,homeownership,personalwealth,andaccesstofinancing;

Businessownershiptoassesswhetherminoritiesandwomenownbusinessesatratesthatarecomparabletothatofnon‐Hispanicwhitemen;and

Successofbusinessestoassesswhetherminority‐andwoman‐ownedbusinesseshaveoutcomesthataresimilartothoseofbusinessesownedbynon‐Hispanicwhitemen.

TheinformationinChapter3comesfromexistingresearchintheareaofrace‐andgender‐baseddiscriminationaswellasfromprimaryresearchthatthestudyteamconductedofcurrentmarketplaceconditions.AdditionalquantitativeandqualitativeanalysesofmarketplaceconditionsarepresentedinAppendixCandAppendixD,respectively.

A. Human Capital 

Humancapitalisthecollectionofpersonalknowledge,behavior,experience,andcharacteristicsthatmakeupanindividual’sabilitytoperformandsucceedinparticularlabormarkets.Humancapitalfactorssuchaseducation,businessexperience,andmanagerialexperiencehavebeenshowntoberelatedtobusinesssuccess.26,27,28,29Anyrace‐orgender‐basedbarriersinthoseareasmaymakeitmoredifficultforminoritiesandwomentoworkinrelevantindustriesandpreventsomeofthemfromstartingandoperatingbusinessessuccessfully.

Education.Barriersassociatedwitheducationalattainmentmayprecludeentryoradvancementincertainindustries,becausemanyoccupationsrequireatleastahighschooldiploma,andsomeoccupations—suchasoccupationsinprofessionalservices—requireatleastafour‐yearcollegedegree.Inaddition,educationalattainmentisastrongpredictorofboth

1TheVirginiaBeachmarketplaceisdefinedinthisstudyasChesapeakeCity,NorfolkCity,PortsmouthCity,andVirginiaBeachCity.

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incomeandpersonalwealth,whicharebothshowntoberelatedtobusinessformationandsuccess.30,31Nationally,minoritieslagbehindnon‐Hispanicwhitesintermsofbotheducationalattainmentandthequalityofeducationthattheyreceive.32,33Minoritiesarefarmorelikelythannon‐Hispanicwhitestoattendschoolsthatdonotprovideaccesstocoreclassesinscienceandmath.34Inaddition,BlackAmericanstudentsaremorethanthreetimesmorelikelythannon‐Hispanicwhitestobeexpelledorsuspendedfromhighschool.35Forthoseandotherreasons,minoritiesarefarlesslikelythannon‐Hispanicwhitestoattendcollege;enrollathighly‐ormoderatelyselectivefour‐yearinstitutions;orearncollegedegrees.36

EducationaloutcomesforminoritiesinVirginiaBeacharesimilartothoseforminoritiesnationwide.Thestudyteam’sanalysesoftheVirginiaBeachlaborforceindicatethatcertainminoritygroupsarefarlesslikelythannon‐Hispanicwhitestoearnacollegedegree.Figure3‐1presentsthepercentageofVirginiaBeachworkersthathaveearnedfour‐yearcollegedegreesbyrace/ethnicityandgender.AsshowninFigure3‐1,BlackAmericansandHispanicAmericansaresubstantiallylesslikelythannon‐Hispanicwhiteworkerstohavefour‐yearcollegedegrees.Incontrast,AsianAmericansaremorelikelythannon‐Hispanicwhiteworkersandwomenaremorelikelythanmentohavefour‐yearcollegedegrees,

Figure 3‐1. Percentage of workers 25 and older with at least a four‐year college degree, Virginia Beach, 2012‐2016 

Note: 

** Denotes that the difference in proportions between the minority group and non‐Hispanic whites (or between women and men) is statistically significant at the 95% confidence level for Virginia Beach. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

Employment and management experience.Animportantprecursortobusinessownershipandsuccessisacquiringdirectworkandmanagementexperienceinrelevantindustries.Anybarriersthatlimitminoritiesandwomenfromacquiringthatexperiencecouldpreventthemfromstartingandoperatingrelatedbusinessesinthefuture.

Employment.Onanationallevel,priorindustryexperiencehasbeenshowntobeanimportantindicatorforbusinessownershipandsuccess.However,minoritiesandwomenareoftenunabletoacquirerelevantworkexperience.Theyaresometimesdiscriminatedagainstinhiringdecisions,whichimpedestheirentryintothelabormarket.37,38,39Whenemployed,theyareoftenrelegatedtoperipheralpositionsinthelabormarketandtoindustriesthatexhibitalreadyhighconcentrationsofminoritiesorwomen.40,41,42,43,44Inaddition,minoritiesareincarceratedatahigherratethannon‐HispanicwhitesinVirginiaandnationwide,whichcontributestoanumberoflabordifficulties,includingdifficultiesfindingsjobsandrelativelyslowwagegrowth.45,46,47,48

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Thestudyteam’sanalysesofthelaborforceinVirginiaBeacharelargelyconsistentwiththosefindings.Figures3‐2and3‐3presenttherepresentationsofminorityandwomenworkersinvariousVirginiaBeachindustries.AsshowninFigure3‐2,theVirginiaBeachindustrieswiththehighestrepresentationsofminorityworkersarechildcare,hair,andnails;healthcare;andotherservices.TheVirginiaBeachindustrieswiththelowestrepresentationsofminorityworkersareconstruction;wholesaletrade;andextractionandagriculture.

Figure 3‐2. 

Percent representation of minorities in various industries in Virginia Beach, 2012‐2016 

Note:  ** Denotes that the difference in proportions between minority workers in the specified industry and all industries is statistically significant at the 95% confidence level. 

The representation of minorities among all Virginia Beach workers is 29% for Black Americans, 7% for Hispanic Americans, 6% for Asian Americans, 1% for Native Americans, 0% for Other race minorities and 43% for all minorities considered together. 

"Other race minority" includes respondents who do not identify with the racial categories defined by the U.S. Census Bureau in its survey questionnaire.  

Workers in the finance, insurance, real estate, legal services, accounting, advertising, architecture, management, scientific research, and veterinary services industries were combined to one category of Architecture & Engineering; Workers in the rental and leasing, travel, investigation, waste remediation, arts, entertainment, recreation, accommodations, food services, and select Other services were combined into one category of Other services; Workers in child day care services, barber shops, beauty salons, nail salons, and Other personal were combined into one category of childcare, hair, and nails. 

Source:  BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

Figures3‐3indicatesthattheVirginiaBeachindustrieswiththehighestrepresentationsofwomenworkersarechildcare,hair,andnails;healthcare;andeducation.TheVirginiaBeachindustrieswiththelowestrepresentationsofwomenworkersaremanufacturing;extractionandagriculture;andconstruction.

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Figure 3‐3. 

Percent representation of women in various industries in Virginia Beach, 2012‐2016 

Note:  ** Denotes that the difference in proportions between women workers in the specified industry and all industries is statistically significant at the 95% confidence level. 

The representation of women among all Virginia Beach workers is 46%. 

Workers in the finance, insurance, real estate, legal services, accounting, advertising, architecture, management, scientific research, and veterinary services industries were combined to one category of Architecture & Engineering; Workers in the rental and leasing, travel, investigation, waste remediation, arts, entertainment, recreation, accommodations, food services, and select Other services were combined into one category of Other services; Workers in child day care services, barber shops, beauty salons, nail salons, and Other personal were combined into one category of childcare, hair, and nails. 

Source:  BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

Management experience.Managerialexperienceisanessentialpredictorofbusinesssuccess.However,race‐andgender‐baseddiscriminationremainsapersistentobstacletogreaterdiversityinmanagementpositions.49,50,51Nationally,minoritiesandwomenarefarlesslikelythannon‐Hispanicwhitementoworkinmanagementpositions.52,53SimilaroutcomesappeartoexistforminoritiesandwomeninVirginiaBeach.ThestudyteamexaminedtheconcentrationofminoritiesandwomeninmanagementpositionsintheVirginiaBeachconstruction;professionalservices;andgoodsandgeneralservicesindustries.AsshowninFigure3‐4,comparedtonon‐HispanicwhiteAmericans,asmallerpercentageofBlackAmericansworkasmanagersintheconstructionandgoodsandservicesindustriesandasmallerpercentageofHispanicAmericansworkasmanagersintheconstructionindustry.Comparedtomen,asmallerpercentageofwomenworkasmanagersinthearchitectureandengineeringindustry.Incontrast,alargerpercentageofwomenthanmenworkasmanagersintheconstructionindustry.

Intergenerational business experience.Havingafamilymemberwhoownsabusinessandisworkinginthatbusinessisanimportantpredictorofbusinessownershipandbusinesssuccess.Suchexperienceshelpentrepreneursgainaccesstoimportantopportunitynetworks;

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obtainknowledgeofbestpracticesandbusinessetiquette;andreceivehands‐onexperienceinhelpingtorunbusinesses.However,atleastnationally,minoritieshavesubstantiallyfewerfamilymemberswhoownbusinessesandbothminoritiesandwomenhavefeweropportunitiestobeinvolvedwiththosebusinesses.54,55Thatlackofexperiencemakesitdifficultforminoritiesandwomentosubsequentlystarttheirownbusinessesandoperatethemsuccessfully.

Figure 3‐4. Percentage of workers who worked as a manager in each study‐related industry, Virginia Beach, 2012‐2016 

Note:  *, ** Denotes that the difference in proportions between the minority group and non‐Hispanic whites (or between women and men) is statistically significant at the 90% and 95% confidence level, respectively. 

† Denotes that significant differences in proportions were not reported due to small sample size. 

Source:  BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

B. Financial Capital 

Inadditiontohumancapital,financialcapitalhasbeenshowntobeanimportantindicatorofbusinessformationandsuccess.56,57,58Individualscanacquirefinancialcapitalthroughmanysourcesincludingemploymentwages,personalwealth,homeownership,andfinancing.Ifrace‐orgender‐baseddiscriminationexistsinfinancialcapitalmarkets,minoritiesandwomenmayhavedifficultyacquiringthecapitalnecessarytostart,operate,orexpandbusinesses.

Wages and income.Wageandincomegapsbetweenminoritiesandnon‐Hispanicwhitesandbetweenwomenandmenarewell‐documentedthroughoutthecountry,evenwhenresearchershavestatisticallycontrolledforvariousfactorsunrelatedtoraceandgender.59,60,61Forexample,nationalincomedataindicatethat,onaverage,BlackAmericansandHispanicAmericanshavehouseholdincomesthatarelessthantwo‐thirdsthoseofnon‐Hispanicwhites.62,63Womenhavealsofacedconsistentwageandincomegapsrelativetomen.Nationally,themedianhourlywageofwomenisstillonly82percentthemedianhourlywageofmen.64Suchdisparitiesmakeitdifficultforminoritiesandwomentouseemploymentwagesasasourceofbusinesscapital.

BBCobservedwagegapsinVirginiaBeachconsistentwiththosethatresearchershaveobservednationally.Figure3‐5presentsmeanannualwagesforVirginiaBeachworkersbyrace/ethnicity

Virginia Beach

Race/ethnicity

Black American 2.8 % ** 8.3 % 2.4 % 5.8 % **

Asian American 6.6 3.3 7.9 12.7

Hispanic American 4.5 ** 2.9 0.0 7.0

Native American 10.7 † 0.0 † 39.3 † 7.4

Other Race Minority 0.0 † 0.0 † 0.0 † 0.0 †

Non‐Hispanic white 11.8 5.5 4.8 8.7

Gender

Women 14.6 % * 2.4 % ** 4.1 % 8.2 %

Men 8.5 7.0 3.7 7.8

All individuals 9.1 % 5.5 % 4.0 % 7.9 %

Construction

Architecture & 

Engineering Professional Services

Goods &

Services

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andgender.AsshowninFigure3‐5,BlackAmericans,AsianAmericans,HispanicAmericans,NativeAmericans,andotherraceminoritiesinVirginiaBeachearnsubstantiallylessthannon‐Hispanicwhites.Inaddition,womenworkersearnsubstantiallylessthanmen.BBCalsoconductedregressionanalysestoassesswhetherwagedisparitiesexistevenafteraccountingforvariousrace‐andgender‐neutralfactorssuchasage,education,andfamilystatus.ThoseanalysesindicatedthatbeingBlackAmerican,AsianAmerican,HispanicAmerican,otherraceminority,orawomanwasassociatedwithsubstantiallylowerearningsthanbeingnon‐Hispanicwhiteoraman,evenafteraccountingforvariousrace‐andgender‐neutralfactors(fordetails,seeFigureC‐9inAppendixC).

Figure 3‐5. Mean annual wages, Virginia Beach, 2012‐2016 

Note: 

The sample universe is all non‐institutionalized, employed individuals aged 25‐64 that are not in school, the military, or self‐employed. 

** Denotes statistically significant differences from non‐Hispanic whites (for minority groups) or from men (for women) at the 95% confidence level for Virginia Beach. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

Personal wealth.Anotherpotentiallyimportantsourceofbusinesscapitalispersonalwealth.Aswithwagesandincome,therearesubstantialdisparitiesbetweenminoritiesandnon‐Hispanicwhitesandbetweenwomenandmenintermsofpersonalwealth.65,66Forexample,in2010,BlackAmericansandHispanicAmericansacrossthecountryexhibitedaveragehouseholdnetworththatwas5percentand1percentthatofnon‐Hispanicwhites,respectively.InVirginia,approximatelyone‐out‐of‐fiveBlackAmericansandone‐out‐of‐tenHispanicAmericansarelivinginpoverty.IntheUnitedStates,approximatelyone‐out‐of‐fiveBlackAmericansandHispanicAmericansarelivinginpoverty,aboutdoublethecomparableratefornon‐Hispanicwhites.67Wealthinequalitiesalsoexistforwomenrelativetomen.Forexample,themedianwealthofnon‐marriedwomennationallyisapproximatelyone‐thirdthatofnon‐marriedmen.68 

Homeownership.Homeownershipandhomeequityhavebeenshowntobekeysourcesofbusinesscapital.69,70However,minoritiesappeartofacesubstantialbarriersnationwideinowninghomes.Forexample,BlackAmericansandHispanicAmericansownhomesatlessthantwo‐thirdstherateofnon‐Hispanicwhites.71Discriminationisatleastpartlytoblameforthosedisparities.Researchindicatesthatminoritiescontinuetobegivenlessinformationonprospectivehomesandhavetheirpurchaseoffersrejectedbecauseoftheirrace.72,73Minoritieswhoownhomestendtoownhomesthatareworthsubstantiallylessthanthoseofnon‐Hispanicwhitesandalsotendtoaccruesubstantiallylessequity.74,75Differencesinhomevaluesandequitybetweenminoritiesandnon‐Hispanicwhitescanbeattributed—atleast,inpart—tothedepressedpropertyvaluesthattendtoexistinracially‐segregatedneighborhoods.76,77

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MinoritiesappeartofacehomeownershipbarriersinVirginiaBeachthataresimilartothoseobservednationally.BBCexaminedhomeownershipratesinVirginiaBeachforrelevantracial/ethnicgroups.AsshowninFigure3‐6,BlackAmericans,HispanicAmericans,andNativeAmericansinVirginiaBeachexhibithomeownershipratesthatarelowerthanthatofnon‐Hispanicwhites.

Figure 3‐6. Home Ownership Rates, Virginia Beach, 2012‐2016 

Note: 

The sample universe is all households. 

** Denotes statistically significant differences from non‐Hispanic whites at the 95% confidence level for Virginia Beach. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

Figure3‐7presentsmedianhomevaluesamonghomeownersofdifferentracial/ethnicgroupsinVirginiaBeach.Consistentwithnationaltrends,homeownersofcertainminoritygroups—BlackAmerican,HispanicAmerican,NativeAmerican,andotherminorities—ownhomesthat,onaverage,areworthlessthanthoseofnon‐Hispanicwhites.

Figure 3‐7. Median home values, Virginia Beach, 2012‐2016 

Note: 

The sample universe is all owner‐occupied housing units. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

Access to financing. Minoritiesandwomenfacemanybarriersintryingtoaccesscreditandfinancing,bothforhomepurchasesandforbusinesscapital.Researchershaveoftenattributedthosebarrierstovariousformsofrace‐andgender‐baseddiscriminationthatexistincreditmarkets.78,79,80,81,82,83Thestudyteamsummarizesresultsrelatedtodifficultiesthatminorities;women;andminority‐andwoman‐ownedbusinessesfaceinhomecreditandbusinesscreditmarkets.

Home credit.Minoritiesandwomencontinuetofacebarrierswhentryingtoaccesscredittopurchasehomes.Examplesofsuchbarriersincludediscriminatorytreatmentofminoritiesandwomenduringthepre‐applicationphaseanddisproportionatetargetingofminorityandwomenborrowersforsubprimehomeloans.84,85,86,87,88Race‐andgender‐basedbarriersinhomecreditmarkets,aswellastheforeclosurecrisis,haveledtodecreasesinhomeownershipamongminoritiesandwomenandhaveerodedtheirlevelsofpersonalwealth.89,90,91,92Toexaminehow

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minoritiesfareinthehomecreditmarketrelativetonon‐Hispanicwhites,thestudyteamanalyzedhomeloandenialratesforhigh‐incomehouseholdsbyrace/ethnicity.ThestudyteamanalyzedthosedataforVirginiaBeachandtheUnitedStatesasawhole.AsshowninFigure3‐8,in2016,BlackAmericans;AsianAmericans,HispanicAmericans;andNativeAmericansorOtherPacificIslandersinVirginiaBeachweredeniedhomeloansathigherratesthannon‐Hispanicwhites.Inaddition,thestudyteam’sanalysesindicatethatcertainminoritygroupsinVirginiaBeacharemorelikelythannon‐Hispanicwhitestoreceivesubprimemortgages(fordetails,seeFigureC‐14inAppendixC).

Figure 3‐8. Denial rates of conventional purchase loans for high‐income households, Virginia Beach and the United States, 2007 and 2016 

Note: 

High‐income borrowers are those households with 120% or more of the HUD area median family income (MFI). 

Native Americans are combined with Pacific Islanders due to small sample size. 

 

Source: 

FFIEC HMDA data 2007 and 2016. The raw data extract was obtained from the Consumer Financial Protection Bureau HMDA data tool: http://www.consumerfinance.gov/hmda/explore. 

Business credit.Minority‐andwoman‐ownedbusinessesfacesubstantialdifficultiesaccessingbusinesscredit.Forexample,duringloanpre‐applicationmeetings,minority‐ownedbusinessesaregivenlessinformationaboutloanproducts,aresubjectedtomorecreditinformationrequests,andareofferedlesssupportthantheirnon‐Hispanicwhitecounterparts.93ResearchershaveshownthatBlackAmerican‐ownedbusinessesandHispanicAmerican‐ownedbusinessesaremorelikelytoforegosubmittingbusinessloanapplicationsandaremorelikelytobedeniedbusinesscreditwhentheydoseekloans,evenafteraccountingforvariousrace‐andgender‐neutralfactors.94,95,96Inaddition,womenarelesslikelytoapplyforcreditandreceiveloansoflessvaluewhentheydo.97,98Withoutequalaccesstobusinesscapital,minority‐andwoman‐ownedbusinessesmustoperatewithlesscapitalthanbusinessesownedbynon‐Hispanicwhitemenandrelymoreonpersonalfinances.99,100,101,102

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C. Business Ownership 

Nationally,therehasbeensubstantialgrowthinthenumberofminority‐andwoman‐ownedbusinessesinrecentyears.Forexample,from2007to2012,thenumberofwoman‐ownedbusinessesincreasedby27percent,BlackAmerican‐ownedbusinessesincreasedby35percent,andHispanicAmerican‐ownedbusinessesincreasedby46percent.103Despitetheprogressthatminoritiesandwomenhavemadewithregardtobusinessownership,importantbarriersinstartingandoperatingbusinessesremain.BlackAmericans,HispanicAmericans,andwomenarestilllesslikelytostartbusinessesthannon‐Hispanicwhitemen.104,105,106,107Inaddition,althoughratesofbusinessownershiphaveincreasedamongminoritiesandwomen,theyhavebeenunabletopenetrateallindustriesevenly.Minoritiesandwomendisproportionatelyownbusinessesinindustriesthatrequirelesshumanandfinancialcapitaltobesuccessfulandthatalreadyincludelargeconcentrationsofindividualsfromdisadvantagedgroups.108,109,110

ThestudyteamexaminedratesofbusinessownershipintheVirginiaBeachconstruction;architectureandengineering;professionalservices;andgoodsandservicesindustriesbyrace/ethnicityandgender.AsshowninFigure3‐9,BlackAmericansexhibitlowerratesofbusinessownershipthannon‐Hispanicwhitesacrossallindustries.HispanicAmericansinthearchitectureandengineeringindustryexhibitedlowerratesofbusinessownershipthannon‐HispanicwhiteAmericans.Inaddition,womenworkingintheprofessionalservicesindustryintheVirginiaBeachmarketplacealsoexhibitedlowerratesofbusinessownershipthanmen.

Figure 3‐9. Self‐employment rates in study‐related industries, Virginia Beach, 2012‐2016 

Note:  ** Denotes that the difference in proportions between the minority group and non‐Hispanic whites (or between women and men) is statistically significant at the 95% confidence level. 

† Denotes that significant differences in proportions were not reported due to small sample size. 

Source:  BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata samples. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

BBCalsoconductedregressionanalysestodeterminewhetherdifferencesinbusinessownershipratesbetweenminoritiesandnon‐Hispanicwhitesandbetweenwomenandmenexistevenafterstatisticallycontrollingforvariousrace‐andgender‐neutralfactorssuchasincome,education,andfamilialstatus.Thestudyteamconductedthoseanalysesseparatelyfor

Virginia Beach

Race/ethnicity

Black American 14.3 % ** 2.8 % ** 6.4 % ** 4.9 % **

Asian American 17.0 13.2 13.5 10.3

Hispanic American 19.6 2.9 ** 10.8 5.3

Native American 43.4 † 0.0 † 0.0 † 1.5

Other Race Minority 0.0 † 0.0 † 0.0 † 24.7 †

Non‐Hispanic white 25.2 12.4 13.7 8.0

Gender

Women 17.8 % 12.7 % 8.5 % ** 6.4 %

Men 22.9 9.7 14.8 7.4

All individuals 22.3 % 10.7 % 10.4 % 7.0 %

Architecture & 

Engineering Professional Services

Goods & 

ServicesConstruction

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eachrelevantindustry.Figure3‐10presentstherace/ethnicityandgenderfactorsthatweresignificantlyandindependentlyrelatedtobusinessownershipforeachrelevantindustry.AsshowninFigure3‐10,evenafteraccountingforrace‐andgender‐neutralfactors,beingawomanandbeingBlackAmericanwereassociatedwithlowerratesofbusinessownershipintheVirginiaBeachconstructionindustry.Thus,disparitiesinbusinessownershipratesbetweenwomenandmenarenotcompletelyexplainedbydifferencesingender‐neutralfactorssuchasincome,education,andfamilialstatus.

Figure 3‐10. Predictors of business ownership in construction (probit regression), Virginia Beach, 2012‐2016 

Note: 

*,** Denote statistical significance at the 90% and 95% confidence levels, respectively. 

Other race minority omitted from the regression due to small sample size. 

The referent for each set of categorical variables is as follows: high school diploma for the education variables, non‐Hispanic whites for the race variables, and men for the gender variable. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata samples. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa. 

D. Business Success 

Thereisagreatdealofresearchindicatingthat,nationally,minority‐andwoman‐ownedbusinessesfareworsethanbusinessesownedbynon‐Hispanicwhitemen.Forexample,BlackAmericans,NativeAmericans,HispanicAmericans,andwomenexhibithigherratesofmovingfrombusinessownershiptounemploymentthannon‐Hispanicwhitesandmen.Inaddition,minority‐andwoman‐ownedbusinesseshavebeenshowntobelesssuccessfulthanbusinessesownedbynon‐Hispanicwhitesandmenusinganumberofdifferentindicatorssuchasprofits,closurerates,andbusinesssize(butalsoseeRobbandWatson2012).111,112,113Thestudyteamexamineddataonbusinessclosure,businessreceipts,andbusinessownerearningstofurtherexplorethesuccessofminority‐andwoman‐ownedbusinessesinVirginia.

Business closure. ThestudyteamexaminedtheratesofclosureamongVirginiabusinessesbytherace/ethnicityandgenderoftheowners.Figure3‐11presentsthoseresults.AsshowninFigure3‐11,BlackAmerican‐,AsianAmerican‐,andHispanicAmerican‐ownedbusinessesinVirginiaappeartocloseathigherratesthannon‐Hispanicwhite‐ownedbusinesses.Inaddition,

Variable

Constant ‐1.3672 *

Age 0.0002

Age‐squared 0.0002

Married 0.0852

Disabled 0.0874

Number of children in household ‐0.0341

Number of people over 65 in household ‐0.1195

Owns home 0.1821

Home value ($000s) 0.0001

Monthly mortgage payment  ($000s) 0.0314

Interest and dividend income ($000s) 0.0046

Income of spouse or partner ($0000s) ‐0.0002

Speaks English well 0.1183

Less than high school education ‐0.0360

Some college ‐0.0856

Four‐year degree ‐0.4149 **

Advanced degree ‐0.3952

Black American ‐0.3077 **

Asian American ‐0.1464

Hispanic American 0.1035

Native American 0.4897

Women ‐0.3270 **

Coefficient

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woman‐ownedbusinessesinVirginiaappeartocloseathigherratesthanbusinessesownedbymen.Increasedratesofbusinessclosureamongminority‐andwoman‐ownedbusinessesmayhaveimportanteffectsontheiravailabilityforgovernmentcontractsinVirginiaandintheCityofVirginiaBeach.

Figure 3‐11. Rates of business closure in Virginia, 2002‐2006 

Note: 

Data include only to non‐publicly held businesses. 

Equal Gender Ownership refers to those businesses for which ownership is split evenly between women and men.

Statistical significance of these results cannot be determined, because sample sizes were not reported. 

 

Source: 

Lowrey, Ying. 2010. “Race/Ethnicity and Establishment Dynamics, 2002‐2006.” U.S. Small Business Administration Office of Advocacy. Washington D.C. 

Lowrey, Ying. 2014. "Gender and Establishment Dynamics, 2002‐2006." U.S. Small Business Administration Office of Advocacy. Washington D.C. 

Business receipts. BBCalsoexamineddataonbusinessreceiptstoassesswhetherminority‐andwoman‐ownedbusinessesinVirginiaBeachearnasmuchasbusinessesownedbywhitesorbusinessownedbymen,respectively.Figure3‐12showsmeanannualreceiptsforbusinessesintheVirginiaBeach‐Norfolk‐NewportNewsMetropolitanAreabytherace/ethnicityandgenderofowners.Thoseresultsindicatethat,in2012,allrelevantminoritygroupsinVirginiaBeachshowedlowermeanannualbusinessreceiptsthanbusinessesownedbywhites.Inaddition,woman‐ownedbusinessesinVirginiaBeachshowedlowermeanannualbusinessreceiptsthanbusinessesownedbymen.

Figure 3‐12. Mean annual business receipts (in thousands), Virginia Beach‐Norfolk‐Newport News, VA‐NC Metro Area, 2012 

Note: 

Includes employer and non‐employer firms. Does not include publicly‐traded companies or other firms not classifiable by race/ethnicity and gender. 

 

Source: 

2012 Survey of Business Owners, part of the U.S. Census Bureau’s 2012 Economic Census. 

Business owner earnings.ThestudyteamanalyzedbusinessownerearningstoassesswhetherminoritiesandwomeninVirginiaBeachearnasmuchfromthebusinessesthattheyownasnon‐Hispanicwhitesandmendo.AsshowninFigure3‐13,BlackAmericansandHispanicAmericansearnedlessonaveragefromtheirbusinessesthannon‐Hispanicwhites

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earnedfromtheirbusinesses.Inaddition,womeninVirginiaBeachearnedlessfromtheirbusinessesthanmenearnedfromtheirbusinesses.BBCalsoconductedregressionanalysestodeterminewhetherearningsdisparitiesinVirginiaBeachexistevenafterstatisticallycontrollingforvariousrace‐andgender‐neutralfactorssuchasage,education,andfamilystatus.Theresultsofthoseanalysesindicatedthat,comparedtobeingaman,beingawomaninVirginiaBeachwasassociatedwithsubstantiallylowerbusinessownerearnings(fordetails,seeFigureC‐27inAppendixC).

Figure 3‐13. Mean annual business owner earnings, Virginia Beach, 2012‐2016 

Note: 

The sample universe is business owners age 16 and older who reported positive earnings. All amounts in 2016 dollars. 

** Denotes statistically significant differences from non‐Hispanic whites (for minority groups) or from men (for women) at the 95% confidence level. 

† Denotes that significant differences in proportions were not reported due to small sample size. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/.. 

E. Summary 

BBC’sanalysesofmarketplaceconditionsindicatethatminorities,women,minority‐ownedbusinesses,andwoman‐ownedbusinessesfacesubstantialbarriersinVirginiaBeach.Existingresearch,aswellasprimaryresearchthatthestudyteamconducted,indicatethatrace‐andgender‐baseddisparitiesexistintermsofacquiringhumancapital,accruingfinancialcapital,owningbusinesses,andoperatingsuccessfulbusinesses.Inmanycases,thereisevidencethatthosedisparitiesexistevenafteraccountingforvariousrace‐andgender‐neutralfactorssuchasage,income,education,andfamilialstatus.Thereisalsoevidencethatmanydisparitiesaredue—atleast,inpart—torace‐andgender‐baseddiscrimination.

BarriersinthemarketplacelikelyhaveimportanteffectsontheabilityofminoritiesandwomentostartbusinessesinrelevantVirginiaBeachindustries—construction;architectureandengineering;professionalservices;andgoodsandservices—andoperatingthosebusinessessuccessfully.Anydifficultiesthatminoritiesandwomenfaceinstartingandoperatingbusinessesmayreducetheiravailabilityforgovernmentworkandmayalsoreducethedegreetowhichtheyareabletosuccessfullycompeteforgovernmentcontracts.Inaddition,theexistenceofbarriersintheVirginiaBeachmarketplaceindicatesthatgovernmentagenciesinthestatearepassivelyparticipatinginrace‐andgender‐baseddiscriminationthatmakesitmoredifficultforminority‐andwoman‐ownedbusinessestosuccessfullycompetefortheircontracts.TheCityofVirginiaBeachisnotuniquelyfacedwithpassiveparticipation.Othergovernmentagenciesthroughoutthemarketplacearelikelyaffectedbytheirpassiveparticipationinrace‐andgender‐baseddiscriminationaswell.Manycourtshaveheldthatpassiveparticipationinany

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race‐orgender‐baseddiscriminationestablishesacompellinggovernmentalinterestforagenciestotakeremedialactiontoaddresssuchdiscrimination.

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5Goldin,Claudia.2006.“TheQuietRevolutionThatTransformedWomen’sEmployment,Education,andFamily.”TheAmericanEconomicReview96(2):1–21.

6Smith,J.Douglas.2002.ManagingWhiteSupremacy:Race,Politics,andCitizenshipinJimCrowVirginia.ChapelHill:TheUniversityofNorthCarolinaPress.

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11Dobbin,Frank.2009.InventingEqualOpportunity.Princeton:PrincetonUniversityPress.

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14Kao,GraceandJenniferS.Thompson.2003.“RacialandEthnicStratificationinEducationalAchievementandAttainment.”AnnualReviewofSociology29(1):417–42.

15DiPrete,ThomasA.andClaudiaBuchmann.2013.TheRiseofWomen:TheGrowingGenderGapinEducationandWhatItMeansforAmericanSchools.NewYork:RussellSageFoundation.

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19Alexander,Michelle.2010.TheNewJimCrow:MassIncarcerationintheAgeofColorblindness.NewYork:TheNewPress.20AdarandVII,228F.3dat1167–76;seealsoWesternStatesPaving,407F.3dat992(Congress“explicitlyreliedupon”theDepartmentofJusticestudythat“documentedthediscriminatoryhurdlesthatminoritiesmustovercometosecurefederallyfundedcontracts”);MidwestFenceCorp.v.U.S.DOT,IllinoisDOT,etal.,2015WL1396376,appealpending.

21AdarandVII,228F.3d.at1168‐70;WesternStatesPaving,407F.3dat992;seeDynaLantic,885F.Supp.2d237;MidwestFenceCorp.v.U.S.DOT,IllinoisDOT,etal.,2015WL1396376,appealpending;GeyerSignal,2014WL130909297at*14.

22AdarandVIIat1170‐72;seeDynaLantic,885F.Supp.2d237;GeyerSignal,2014WL1309092at*14.

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25RotheDevelopmentCorpv.U.S.DeptofDefense,545F.3d1023,1041.

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27Fairlie,RobertW.andAliciaM.Robb.2008.RaceandEntrepreneurialSuccess:Black‐,Asian‐,andWhite‐OwnedBusinessesintheUnitedStates.Cambridge,Mass.:MITPress.

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29Hout,MichaelandHarveyRosen.2000.“Self‐Employment,FamilyBackground,andRace.”JournalofHumanResources35(4):670–92.

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31Shapiro,Thomas,TatjanaMeschede,andSamOsoro.2013.TheRootsoftheWideningRacialWealthGap:ExplainingtheBlack‐WhiteEconomicDivide.Waltham,MA:InstituteonAssetsandSocialPolicy.RetrievedJanuary2,2015(http://iasp.brandeis.edu/pdfs/Author/shapiro‐thomas‐m/racialwealthgapbrief.pdf).32NationalCenterforEducationStatistics.2010.StatusandTrendsintheEducationofRacialandEthnicMinorities.NationalCenterforEducationStatistics.RetrievedJanuary20,2015(http://nces.ed.gov/pubs2010/2010015/tables.asp).

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35U.S.DepartmentofEducationOfficeforCivilRights.2014b.SchoolDiscipline,Restraint,andSeclusionHighlights.WashingtonD.C.:U.S.DepartmentofEducation.RetrievedJanuary3,2015(http://ocrdata.ed.gov/Downloads/CRDC‐School‐Discipline‐Snapshot.pdf).

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42Catanzarite,Lisa.2003.“Race‐GenderCompositionandOccupationalPayDegradation.”SocialProblems50(1):14–37.43Cohen,PhilipN.andMattL.Huffman.2003.“OccupationalSegregationandtheDevaluationofWomen’sWorkacrossU.S.LaborMarkets.”SocialForces81(3):881–908.

44Huffman,MattL.andPhilipN.Cohen.2004.“RacialWageInequality:JobSegregationandDevaluationacrossU.S.LaborMarkets.”AmericanJournalofSociology109(4):902–36.

45Travis,Jeremy,BruceWestern,andSteveRedburn.2014.TheGrowthofIncarcerationintheUnitedStates:ExploringCausesandConsequences.NationalResearchCouncil.WashingtonD.C.:DivisionofBehavioralandSocialSciencesandEducation.RetrievedJanuary6,2015(http://www.nap.edu/booksearch.php?booksearch=1&record_id=18613&term=Black&chapter=33‐69).

46Sakala,Leah.2014.BreakingDownMassIncarcerationinthe2010Census:State‐by‐StateIncarcerationRatesbyRace/Ethnicity.Northampton,MA:PrisonPolicyInitiative.RetrievedJuly26,2015(http://www.prisonpolicy.org/reports/rates.html).

47Pager,Devah.2003.“TheMarkofaCriminalRecord.”AmericanJournalofSociology108(5):937–75.

48Western,BruceandBeckyPettit.2010.“Incarceration&SocialInequality.”Daedalus139(3):8–19.

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49Wilson,GeorgeandDebraBranchMcBrier.2005.“RaceandLossofPrivilege:AfricanAmerican/WhiteDifferencesintheDeterminantsofJobLayoffsFromUpper‐TierOccupations.”SociologicalForum20(2):301–21.50Roscigno,VincentJ.,LisetteM.Garcia,andDonnaBobbitt‐Zeher.“SocialClosureandProcessesofRace/SexEmploymentDiscrimination.”TheAnnalsoftheAmericanAcademyofPoliticalandSocialScience609(1):16‐48.

51Roscigno,VincentJ.LisaM.Williams,andReginaldA.Byron.2012.“WorkplaceRacialDiscriminationandMiddleClassVulnerability.”AmericanBehavioralScientist56(5):696‐710.

52Smith,RyanA.2002.“Race,Gender,andAuthorityintheWorkplace:TheoryandResearch.”AnnualReviewofSociology28:509–42.

53Wilson,George.1997.“PathwaystoPower:RacialDifferencesintheDeterminantsofJobAuthority.”SocialProblems44(1):38–54.54Hout,MichaelandHarveyRosen.2000.“Self‐Employment,FamilyBackground,andRace.”JournalofHumanResources35(4):670–92.55Fairlie,RobertW.andAliciaM.Robb.2007.“WhyAreBlack‐OwnedBusinessesLessSuccessfulthanWhite‐OwnedBusinesses?TheRoleofFamilies,Inheritances,andBusinessHumanCapital.”JournalofLaborEconomics25(2):289–323.56Robb,AliciaandRobertFairlie.2007.“AccesstoFinancialCapitalamongU.S.Businesses:TheCaseofAfricanAmericanFirms.”TheAnnalsoftheAmericanAcademyofPoliticalandSocialScience613(1):47–72.

57Fairlie,RobertW.andHarryA.Krashinsky.2012.“LiquidityConstraints,HouseholdWealth,andEntrepreneurshipRevisited.”ReviewofIncome&Wealth58(2):279–306.58Bahn,Kate,ReginaWillensky,andAnnieMcgrew.2016.AProgressiveAgendaforInclusiveandDiverseEntrepreneurship.WashingtonD.C.:CenterforAmericanProgress.RetrievedDecember1,2016(https://www.americanprogress.org/issues/economy/reports/2016/10/13/146019/a‐progressive‐agenda‐for‐inclusive‐and‐diverse‐entrepreneurship/).

59Cha,YoungjooandKimA.Weeden.2014.“OverworkandtheSlowConvergenceintheGenderGapinWages.”AmericanSociologicalReview79(3):457–84.

60McCall,Leslie.2001.“SourcesofRacialWageInequalityinMetropolitanLaborMarkets:Racial,Ethnic,andGenderDifferences.”AmericanSociologicalReview66(4):520–41.

61Tomaskovic‐Devey,Donald.1993b.“TheGenderandRaceCompositionofJobsandtheMale/Female,White/BlackPayGaps.”SocialForces72(1):45–76.

62EconomicPolicyInstitute.2012a.AfricanAmericans.WashingtonD.C.:EconomicPolicyInstitute.RetrievedJanuary20,2015(http://stateofworkingamerica.org/files/book/factsheets/african‐americans.pdf).

63EconomicPolicyInstitute.2012b.Latinos.WashingtonD.C.:EconomicPolicyInstitute.RetrievedJanuary20,2015(http://www.stateofworkingamerica.org/fact‐sheets/latinos/).

64Graf,Nikki,AnnaBrownandEileenPatten.2018.TheNarrowingbutPersistent,GenderGapinPay.Washington,D.C.:PewResearchCenter.AccessedAugust29,2018(http://www.pewresearch.org/fact‐tank/2018/04/09/gender‐pay‐gap‐facts/).

65Shapiro,Thomas,TatjanaMeschede,andSamOsoro.2013.TheRootsoftheWideningRacialWealthGap:ExplainingtheBlack‐WhiteEconomicDivide.Waltham,MA:InstituteonAssetsandSocialPolicy.RetrievedJanuary2,2015(http://iasp.brandeis.edu/pdfs/Author/shapiro‐thomas‐m/racialwealthgapbrief.pdf).66Sullivan,Laura,TatjanaMeschede,LarsDietrich,ThomasShapiro,AmyTraub,CatherineRuetschlin,andTamaraDraut.2015.TheRacialWealthGap:WhyPolicyMatters.NewYork:Demos.RetrievedAugust28,2015(http://www.demos.org/sites/default/files/publications/RacialWealthGap_1.pdf)67KaiserHealthFoundation.2015.“PovertybyRace/Ethnicity.”RetrievedMay10,2016(http://kff.org/other/state‐indicator/poverty‐rate‐by‐raceethnicity/).

68Chang,MarikoLin.2010.Shortchanged:WhyWomenHaveLessWealthandWhatCanBeDoneAboutIt.Oxford:OxfordUniversityPress.

69Berger,AllenN.andGregoryF.Udell.1998.“TheEconomicsofSmallBusinessFinance:TheRolesofPrivateEquityandDebtMarketsintheFinancialGrowthCycle.”JournalofBanking&Finance22(6–8):613–73.

70Fairlie,RobertW.andHarryA.Krashinsky.2012.“LiquidityConstraints,HouseholdWealth,andEntrepreneurshipRevisited.”ReviewofIncome&Wealth58(2):279–306.

71U.S.CensusBureau.2013a.“AmericanCommunitySurvey20131YearEstimates.”RetrievedJanuary20,2015(http://factfinder.census.gov/faces/nav/jsf/pages/searchresults.xhtml?refresh=t).

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72Turner,MargeryAusten,RobSantos,andDianeK.Levy,DougWissoker,ClaudiaAranda,andRobPitingolo.2013.HousingDiscriminationAgainstRacialandEthnicMinorities2012.Washington,D.C.:U.S.DepartmentofHousingandUrbanDevelopment.RetrievedJanuary2,2015(http://www.huduser.org/portal/publications/fairhsg/hsg_discrimination_2012.html).73Roscigno,VincentJ.,DianaL.Karafin,andGriffTester.2009.“TheComplexitiesandProcessesofRacialHousingDiscrimination.”SocialProblems56(1):49‐69.74Kochhar,RakeshandRichardFry.2014.“WealthInequalityHasWidenedalongRacial,EthnicLinessinceEndofGreatRecession.”PewResearchCenter.RetrievedDecember29,2014(http://www.pewresearch.org/fact‐tank/2014/12/12/racial‐wealth‐gaps‐great‐recession/).

75Burd‐Sharps,SarahandRebeccaRasch.2015.ImpactoftheUSHousingCrisisontheRacialWealthGapAcrossGenerations.Brooklyn,NY:SocialScienceResearchCouncil.RetrievedJune23,2015.(http://www.ssrc.org/publications/view/129CDF74‐1F11‐E511‐940A‐005056AB4B80/).

76Charles,CamilleZubrinsky.2003.“TheDynamicsofRacialResidentialSegregation.”AnnualReviewofSociology29:167–207.

77Shapiro,Thomas,TatjanaMeschede,andSamOsoro.2013.TheRootsoftheWideningRacialWealthGap:ExplainingtheBlack‐WhiteEconomicDivide.Waltham,MA:InstituteonAssetsandSocialPolicy.RetrievedJanuary2,2015(http://iasp.brandeis.edu/pdfs/Author/shapiro‐thomas‐m/racialwealthgapbrief.pdf).

78Blanchard,Lloyd,BoZhao,andJohnYinger.2008.“DoLendersDiscriminateAgainstMinorityandWomanEntrepreneurs?”JournalofUrbanEconomics63(2):467–97.

79Cavalluzzo,KenS.,LindaC.Cavalluzzo,andJohnD.Wolken.2002.“Competition,SmallBusinessFinancing,andDiscrimination:EvidencefromaNewSurvey.”TheJournalofBusiness75(4):641–79.

80Cavalluzzo,KenandJohnWolken.2005.“SmallBusinessLoanTurndowns,PersonalWealth,andDiscrimination.”TheJournalofBusiness78(6):2153–78.

81GruensteinBocian,Debbie,WeiLi,CarolinaReid,andRobertG.Quercia.2011.LostGround,2011:DisparitiesinMortgageLendingandForeclosures.WashingtonD.C.:CenterforResponsibleLending.RetrievedJanuary21,2015

82Mijid,NaranchimegandAlexandraBernasek.2013.“GenderandtheCreditRationingofSmallBusinesses.”TheSocialScienceJournal50(1):55–65.

83Ross,StephenL.andJohnYinger.2002.TheColorofCredit:MortgageDiscrimination,ResearchMethodology,andFair‐LendingEnforcement.Cambridge,MA:MITPress.

84Ross,StephenL.,MargeryAustinTurner,ErinGodfrey,andRobinR.Smith.2008.“MortgageLendinginChicagoandLosAngeles:APairedTestingStudyofthePre‐ApplicationProcess.”JournalofUrbanEconomics63(3):902–19.

85Dymski,Gary,JesusHernandez,andLisaMohanty.2013.“Race,Gender,Power,andtheUSSubprimeMortgageandForeclosureCrisis:AMesoAnalysis.”FeministEconomics19(3):124–51.

86Fishbein,AllenJ.andPatrickWoodall.2006.WomenarePrimeTargetsSubprime:WomenAreDisproportionatelyRepresentedinHigh‐CostMortgageMarket.WashingtonD.C.:ConsumerFederationofAmerica.RetrievedJanuary5,2015(http://policylinkcontent.s3.amazonaws.com/WomenPrimeTargetsSubprimeLending_CFA_0.pdf).

87Williams,Richard,ReynoldNesiba,andEileenDiazMcConnell.2005.“TheChangingFaceofInequalityinHomeMortgageLending.”SocialProblems52(2):181–208.

88Wyly,ElvinandC.S.Ponder.2011.“Gender,Age,andRaceinSubprimeAmerica.”HousingPolicyDebate21(4):529–64.

89Baker,AmyCastro.2011.TearingDowntheWealthofWomen.NewYork:Women’sMediaCenter.RetrievedJanuary5,2015(http://www.womensmediacenter.com/feature/entry/tearing‐down‐the‐wealth‐of‐women).

90Baker,AmyCastro.2014.“ErodingtheWealthofWomen:GenderandtheSubprimeForeclosureCrisis.”SocialServiceReview88(1):59–91.

91Rugh,JacobS.andDouglasS.Massey.2010.“RacialSegregationandtheAmericanForeclosureCrisis.”AmericanSociologicalReview75(5):629–51.

92Burd‐Sharps,SarahandRebeccaRasch.2015.ImpactoftheUSHousingCrisisontheRacialWealthGapAcrossGenerations.Brooklyn,NY:SocialScienceResearchCouncil.RetrievedJune23,2015.(http://www.ssrc.org/publications/view/129CDF74‐1F11‐E511‐940A‐005056AB4B80/).

93Bone,SterlingA.,GlennL.Christensen,andJeromeD.Williams.2014.“Rejected,Shackled,andAlone:TheImpactofSystematicRestrictedChoiceonMinorityConsumers’ConstructionofSelf.”JournalofConsumerResearch41(2):451‐474.94Blanchard,Lloyd,BoZhao,andJohnYinger.2008.“DoLendersDiscriminateAgainstMinorityandWomanEntrepreneurs?”JournalofUrbanEconomics63(2):467–97.

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95Blanchflower,DavidG.,PhillipB.Levine,andDavidJ.Zimmerman.2003.“DiscriminationintheSmallBusinessCreditMarket.”TheReviewofEconomicsandStatistics85(4):930–43.

96Bates,TimothyandAliciaRobb.2016.“ImpactsofOwnerRaceandGeographicContextonAccesstoSmallBusinessFinancing.”EconomicDevelopmentQuarterly30(2):159‐170.97Mijid,NaranchimegandAlexandraBernasek.2013.“GenderandtheCreditRationingofSmallBusinesses.”TheSocialScienceJournal50(1):55–65.98Treichel,MonicaZimmermanandJonathanA.Scott.2006.“Women‐OwnedBusinessesandAccesstoBankCredit:EvidencefromThreeSurveysSince1987.”VentureCapital8(1):51–67.

99Coleman,SusanandAliciaRobb.2009.“AComparisonofNewFirmFinancingbyGender:EvidencefromtheKauffmanFirmSurveyData.”SmallBusinessEconomics33(4):397–411.

100Robb,AliciaandRobertFairlie.2007.“AccesstoFinancialCapitalamongU.S.Businesses:TheCaseofAfricanAmericanFirms.”TheAnnalsoftheAmericanAcademyofPoliticalandSocialScience613(1):47–72.

101Robb,Alicia,SusanColeman,andDaneStangler.2014.SourcesofEconomicHope:Women’sEntrepreneurship.KansasCity,KS:EwingMarionKauffmanFoundation.RetrievedNovember3,2016(http://www.kauffman.org/what‐we‐do/research/2014/11/sources‐of‐economic‐hope‐womens‐entrepreneurship).

102Robb,Alicia.2013.AccesstoCapitalamongYoungFirms,Minority‐ownedFirms,Woman‐ownedFirms,andHigh‐techFirms.WashingtonD.C.:SmallBusinessAdministrationOfficeofAdvocacy.RetrievedJanuary5,2015(https://www.sba.gov/sites/default/files/files/rs403tot(2).pdf).

103PublicInformationOffice.2015.NumberofMinority‐andWoman‐OwnedFirmsEachIncreasesbyMoreThan2MillionNationally.WashingtonD.C.:UnitedStatesCensusBureau.RetrievedNovember11,2016“http://www.census.gov/newsroom/press‐releases/2015/cb15‐209.html”

104Fairlie,RobertW.andAliciaM.Robb.2009b.“GenderDifferencesinBusinessPerformance:EvidencefromtheCharacteristicsofBusinessOwnersSurvey.”SmallBusinessEconomics33(4):375–95.

105Fairlie,RobertW.2006.“EntrepreneurshipamongDisadvantagedGroups:Women,Minorities,andtheLessEducated.”Pp.437–75inTheLifeCycleofEntrepreneurialVentures,editedbySimonParker.SpringerScience&BusinessMedia.

106Fairlie,RobertW.andAliciaM.Robb.2008.RaceandEntrepreneurialSuccess:Black‐,Asian‐,andWhite‐OwnedBusinessesintheUnitedStates.Cambridge,Mass.:MITPress.

107Bahn,Kate,ReginaWillensky,andAnnieMcgrew.2016.AProgressiveAgendaforInclusiveandDiverseEntrepreneurship.WashingtonD.C.:CenterforAmericanProgress.RetrievedDecember1,2016(https://www.americanprogress.org/issues/economy/reports/2016/10/13/146019/a‐progressive‐agenda‐for‐inclusive‐and‐diverse‐entrepreneurship/).108Budig,MichelleJ.2006b.“IntersectionsontheRoadtoSelf‐Employment:Gender,FamilyandOccupationalClass.”SocialForces84(4):2223–39.

109Lofstrom,MagnusandTimothyBates.2013.“AfricanAmericans’PursuitofSelf‐Employment.”SmallBusinessEconomics40(1):73–86.

110Bahn,Kate,ReginaWillensky,andAnnieMcgrew.2016.AProgressiveAgendaforInclusiveandDiverseEntrepreneurship.WashingtonD.C.:CenterforAmericanProgress.RetrievedDecember1,2016(https://www.americanprogress.org/issues/economy/reports/2016/10/13/146019/a‐progressive‐agenda‐for‐inclusive‐and‐diverse‐entrepreneurship/).111Fairlie,RobertW.andAliciaM.Robb.2008.RaceandEntrepreneurialSuccess:Black‐,Asian‐,andWhite‐OwnedBusinessesintheUnitedStates.Cambridge,Mass.:MITPress.

112Coleman,SusanandAliciaRobb.2009.“AComparisonofNewFirmFinancingbyGender:EvidencefromtheKauffmanFirmSurveyData.”SmallBusinessEconomics33(4):397–411.

113Robb,AliciaM.andJohnWatson.2012.“GenderDifferencesinFirmPerformance:EvidencefromNewVenturesintheUnitedStates.”JournalofBusinessVenturing27(5):544–58.

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CHAPTER 4. 

Collection and Analysis of Contract Data 

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CHAPTER 4. Collection and Analysis of Contract Data 

Chapter4providesanoverviewofthepoliciesthattheCityofVirginiaBeach(theCity)usestoawardcontractsandprocurements;thecontractsandprocurementsthatthestudyteamanalyzedaspartofthedisparitystudy;andtheprocessthatthestudyteamusedtocollectrelevantprimecontract,procurement,andsubcontractdataforthedisparitystudy.Chapter4isorganizedintosixparts:

A. Overviewofcontractingandprocurementpolicies;

B. Collectionandanalysisofcontractandprocurementdata;

C. Collectionofvendordata;

D. Relevantgeographicmarketarea;

E. Relevanttypesofwork;and

F. Agencyreviewprocess.

A. Overview of Contracting and Procurement Policies 

TheCity’sPurchasingDivisionprovidesguidancetoalldepartmentstoensureconsistencyinprocurementproceduresandcompliancewiththeVirginiaPublicProcurementAct(VPPA)andtheVirginiaBeachPurchasingOrdinance.TheCityhasdevelopeddetailedguidelinesfortheprocurementofconstruction,design,goods,services,andtechnology.WithintheFinanceDepartment,thePurchasingDivisionisresponsibleforthepurchaseorleaseofallgoods,supplies,andservicesfortheCity.AcentralizedPurchasingAgent—whosedutiesandauthorityaregrantedbyCityCouncil—overseesallCitypurchasesandcontracts.ThePurchasingAgentisalsoresponsibleforestablishingandmaintainingprocurementpoliciesandproceduresandensuringcompliancewiththosepolicies.

Purchase limits.TheCityimplementsvariouspurchasingmethodsdependingontheestimatedcostofthepurchase;therequiredgoodorservices;theneedsoftheusingagency;andthelevelofcompetitioninthemarket.Ingeneral,theCity’spurchasingprocedurescanbecategorizedintooneofthreetypes:smallpurchases,competitivesealedbidding,andcompetitivenegotiations.MostCitypurchasesareprocuredusingoneofthosethreeprocesses.

Small purchases.TheCityfollowssmallpurchaseproceduresforallprocurementsworth$100,000orless.Purchasingrequirementsforsmallpurchasesdifferdependingonthesizeofthepurchase.

Purchasesworth$5,000orless.TheCity’sPurchasingAgenthasdelegatedallCityagenciestheauthoritytopurchasegoodsandservicesworth$5,000orless.AgenciesarerequiredtofollowtheCity’sPurchasingManualandareencouragedtosolicitminority‐andwoman‐ownedbusinessesforsuchprocurementopportunities

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Purchasesworthbetween$5,001and$30,000.TheCityisrequiredtosolicitaminimumoffourverbalorwrittenquotationsforpurchasesworthmorethan$5,000butlessthan$30,000.Atleasttwoofthequotationsmustbefromsmall,minority‐,orwoman‐ownedbusinesses,andatleastonequotationmustbefromaminority‐orwoman‐ownedbusiness,ifavailable.

Purchasesbetween$30,001and$100,000.TheCityisrequiredtosolicitaminimumoffivebusinessesforverbalorwrittenquotationsforpurchasesworthatleast$30,001butlessthan$100,000.Atleastthreeofthequotationsmustbefromsmall,minority‐,orwoman‐ownedbusinesses,andatleasttwoquotationsmustbefromminority‐orwoman‐ownedbusinesses,ifavailable.

Competitive sealed bidding.TheCityfollowscompetitivesealedbiddingprocedurestoprocuregoodsandservicesforwhichdetailedspecificationsarepossible,includingsomeconstructionservices,supportservices,andgoodsworth$100,000ormore.AsrequiredbyVPPA§2.2‐4303,thePurchasingDivisiondraftsandadvertisesallinvitationsforbids(IFB)forallcompetitivelybidprocurements.IFBsmustprovideadetaileddescriptionoftherequiredscopeofworkandmustbepostedintheCity’sPurchasingDivisionofficeatleast10calendardayspriortothebidclosingdate.IFBsmayalsobepublishedinanewspaperofgeneralcirculation.TheCityisrequiredtonotifyminority‐andwoman‐ownedbusinessesaboutIFBsandcollectatleastthreebidsfromsuchbusinesses.Bidsremainsealeduntilthebidopeningday,whentheyareopenedandreadaloudpublicly.

Onceopened,competitivebidsareevaluatedbyboththeusingCityagencyandpurchasingstaff.Theprocurementisthenawardedtothelowestresponsiveandresponsiblebidder.AllpurchasesawardedusingcompetitivesealedbiddingproceduremustbeapprovedbytheCity’sPurchasingAgent.

Competitive negotiations.TheCityfollowscompetitivenegotiationsprocedures—whichrequirearequestforproposals(RFP)process—toawardprofessionalservicescontractsworthmorethan$60,000andnonprofessionalservicescontractsworth$100,000ormore.RFPproceduresallowforbestvaluepurchases.Undercompetitivenegotiationsprocedures,thesolicitationmustbeadvertisedinanewspaperandthenamesofthesubmittingofferorsarereadaloudduringapublicproposalopening.Afterpublicopeningoftheofferors’names,anevaluationcommitteescoreseachproposalbeforeenteringintonegotiationswithashort‐listofofferors.Uponcompletionofnegotiations,theevaluationcommitteeselectsthesuccessfulofferorbeforeforwardingitalongtotheCity’sPurchasingAgentforapproval.

Professionalservicescontractsworthlessthan$60,000canbeawardedbytheusingCityagencyafterbeingpre‐approvedbythePurchasingDivision.Theusingagencyisrequiredtocontactaminimumoffivequalifiedfirmstorequestwrittenproposals.Atleastoneofthosefirmsmustbeaminority‐ownedbusinessorwoman‐ownedbusiness.

Information technology and software.AlltechnologypurchasesmustbereviewedandapprovedbyCommunicationsandInformationTechnology(ComIT)priortoanyprocurementaction,regardlessofthefundingsourceorusingCityagency.Hardwareandsoftwarepurchasesworthlessthan$5,000mustbesubmittedtoComITforapproval.Onceapproved,theusingagencycanprocessthepurchaseorderdirectlywiththevendor.Technologypurchaseworth

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$5,000ormoremustbeprocessedthroughComITforreviewandapprovalandthensubmittedtoPurchasingforprocurement.

Special procurements. TheCitycanusespecialoremergencypurchasingmethodsforcertaingoodsandtechnologypurchasesinsituationsprovidedunderVPPA.1Suchmethodscanbeusediftheprocurementmeetsoneofthefollowingcriteria:

Government‐to‐governmentpurchases;

Emergencypurchases;

Publishingandadvertising;

Licensingfeesandmembershipdues;

Legalservicesandexperttestimony;

Testing,evaluation,andtrainingservices;

Utilities;

Clientspecifichumanservices;

Solesource;or

AnotherexceptionspecifiedunderVPPA.

AnyCitydepartmentusingspecialoremergencypurchasingmethodsmustprovidewrittenjustificationtothePurchasingDivisionexplainingwhyaspecialprocurementmethodisnecessary.

B. Collection and Analysis of Contract Data and Procurement Data 

BBCResearch&Consulting(BBC)collectedcontractingandvendordatafromtheCity’scentralizedInSitedatasystemtoserveasthebasisofkeydisparitystudyanalyses,includingtheutilization,availability,anddisparityanalyses.ThestudyteamcollectedthemostcomprehensivedatathatwasavailableonprimecontractsandsubcontractsthattheCityawardedbetweenJuly1,2012andJune30,2017.BBCsoughtdatathatincludedinformationaboutprimecontractorsandsubcontractorsregardlessoftherace/ethnicityandgenderoftheirownersortheirstatusesascertifiedSmall,Women‐Owned,andMinority‐owned(SWaM)businesses.Thestudyteamcollecteddataonconstruction;architectureandengineering,otherprofessionalservices;andgoodsandservicesprimecontractsandsubcontractsthattheCityawardedduringthestudyperiod.Thestudyteam’sanalysesincludedcontractsandpaymentsworth$1,000ormore.2

Prime contract data collection.TheCityprovidedthestudyteamwithelectronicdataonconstruction;architectureandengineering,otherprofessionalservices;andgoodsandservices

1VPPA2.2‐4303

2Thestudyteamchose$1,000asitsanalysisthresholdbecausemanypaymentsunder$1,000representedrefundsorotherpaymentstoindividualsandrepresentedarelativelysmallamountofthepaymentdollarsduringthestudyperiod.Paymentsof$1,000ormoreaccountedformorethan99percentofallCitypaymentdollarsduringthestudyperiod.

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primecontractsthattheagencyawardedduringthestudyperiod.TheCitymaintainsthosedataintheInSitedatasystemaswellasthroughtheOfficeofMinorityBusinessCoordinator.Asavailable,BBCcollectedthefollowinginformationabouteachrelevantprimecontract:

Contractorpurchaseordernumber;

Descriptionofwork;

Awarddate;

Awardamount(includingchangeordersandamendments);

Amountpaid‐to‐date;

WhetherSWaMgoalswereused;

Fundingsource(federal,state,orlocalfunding);

Primecontractorname;and

Primecontractoridentificationnumber.

TheCityalsoprovidedthestudyteamwithinformationaboutallpaymentsthattheCitymadeduringthestudyperiod.TheCityadvisedthestudyteamonhowtointerprettheprovideddata,includinghowtoidentifyuniquebidopportunitiesandhowtoaggregaterelatedpaymentamounts.Whenpossible,thestudyteamaggregatedindividualpaymentsintocontractorpurchaseorderelements.Ininstanceswherepaymentinformationcouldnotbeaggregated,thestudyteamtreatedpaymentrecordsasindividualcontractelements.

Subcontract data collection.InordertogathercomprehensivesubcontractdataaboutrelevantCitycontracts,thestudyteamconductedsurveyswithprimecontractorstocollectinformationonthesubcontractsthatwereassociatedwiththecontractsonwhichtheyworkedduringthestudyperiod.BBCcollectedsubcontractinformationaboutconstruction;architectureandengineering;parkingservices;andjanitorialcontracts.BBCsentoutsurveystorequestsubcontractdataabout533primecontractsthattheCityawardedduringthestudyperiod.Afterthefirstroundofsurveys,BBCsentreminderletterstounresponsiveprimecontractors.BBCthenworkedwiththeCitytocontactremainingunresponsiveprimecontractorswiththehighestvaluedcontracts.BBCcollectedthefollowinginformationabouteachrelevantsubcontractaspartofthesurveyprocess:

Associatedprimecontractnumber;

AmountpaidonthesubcontractasofJune30,2017;

Descriptionofwork;

Subcontractorname;and

Subcontractorcontactinformation.

Those533contractsaccountedforapproximately$674millionworthofpaymentsduringthestudyperiod.Throughthesurveyeffort,BBCcollectedsubcontractdataassociatedwithmorethan$385million,or56percent,ofthosecontractpayments.

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Contracts included in study analyses. Thestudyteamcollectedinformationon24,701relevantprimecontractelementsand1,621associatedsubcontractsthattheCityawardedduringthestudyperiodintheareasofconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservices,accountingforapproximately$1.2billionofCityspend.Figure4‐1presentsdollarsbyrelevantcontractingareafortheprimecontractsandsubcontractsthatthestudyteamincludedinitsanalyses.

Figure 4‐1. Number of City contracts  included in the study 

Note: 

Numbers rounded to nearest dollar and thus may not sum exactly to totals.  

Source: 

BBC Research & Consulting from City contract and payment data. 

Prime contract and subcontract amounts.Foreachcontractelementincludedinthestudyteam’sanalyses,BBCexaminedthedollarsthattheCityawardedorpaidtoeachprimecontractorduringthestudyperiodandthedollarsthattheprimecontractorpaidtoanysubcontractors.

Ifacontractdidnotincludeanysubcontracts,thestudyteamattributedtheentireamountawardedorpaidduringthestudyperiodtotheprimecontractor.

Ifacontractincludedsubcontracts,thestudyteamcalculatedsubcontractamountsasthetotalamountpaidtoeachsubcontractorduringthestudyperiod.BBCthencalculatedtheprimecontractamountasthetotalamountpaidduringthestudyperiodlessthesumofdollarspaidtoallsubcontractors.

C. Collection of Vendor Data 

TheCitymaintainsalistofallbusinessesthathavedonebusinessorexpressedinterestindoingbusinesswiththeCity.InordertobeawardedacontractorreceivepaymentbytheCity,vendorsmustregisterwiththeCity’scentralvendorregistrationsystem.VendorsinterestedinworkingwiththeCitymayalsoregistertoreceivenotificationsaboutcontractingopportunities.RegisteringwiththeCityisfreeofchargebutrequiresthatvendorssubmitabidder’sapplicationandprovidetheircontactinformationaswellasinformationabouttheircompanies’characteristics.Thestudyteamcollectedvendorinformationfromthoselistsaswellasthroughnationalbusinesslistings,certificationlists,telephonesurveys,andothersources.ThestudyteamcompiledthefollowinginformationonbusinessesthatparticipatedinrelevantCitycontractsduringthestudyperiod:

Businessname;

Physicaladdressesandphonenumbers;

Ownershipstatus(i.e.,whethereachbusinesswasminority‐owned,woman‐owned,veteran‐owned,orservicedisabled‐veteranowned);

Ethnicityofownership(ifminority‐owned);

Contract Type

Dollars 

(in thousands)

Construction 3,445           $525,979

Architecture and engineering 1,377           153,581

Other professional services 5,725           196,174

Good and services  15,775        300,725

Total 26,322        $1,176,459

Number of 

Contract Elements

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SWaMcertificationstatus;

Primarylinesofwork;

Businesssize;and

Yearofestablishment.

BBCreliedonavarietyofsourcesforthatinformation,including:

Citycontractandvendordata;

Cityvendorregistrationlist;

VirginiaDepartmentofSmallBusinessSupplierDiversitycertificationdirectory;

SmallBusinessAdministrationcertificationandownershiplists,including8(a)HUBZoneandself‐certificationlists;

Dun&Bradstreet(D&B)businesslistingsandotherbusinessinformationsources;

Telephonesurveysthatthestudyteamconductedwithbusinessownersandmanagersaspartoftheutilizationandavailabilityanalyses;and

Businesswebsites.

BBCcollectedallvendorinformationin2017and2018.

D. Relevant Geographic Market Area 

ThestudyteamusedtheCity’scontractingandvendordatatohelpdeterminetherelevantgeographicmarketarea—thegeographicalareainwhichtheagencyspendsthesubstantialmajorityofitscontractingdollars—forthestudy.Thestudyteam’sanalysisshowedthat76percentofrelevantcontractingdollarsduringthestudyperiodwenttobusinesseswithlocationsinthecitiesofVirginiaBeach,Chesapeake,Portsmouth,andNorfolk,indicatingthatthosecitiesshouldbeconsideredtherelevantgeographicmarketareaforthestudy.BBC’sanalyses—includingtheavailabilityanalysisandquantitativeanalysesofmarketplaceconditions—focusedonthosefourcities.

E. Relevant Types of Work  

Foreachprimecontractandsubcontractelement,thestudyteamdeterminedthesubindustrythatbestcharacterizedthebusiness’sprimarylineofwork(e.g.,heavyconstruction).BBCidentifiedsubindustriesbasedonCitycontractdata;telephonesurveysthatBBCconductedwithprimecontractorsandsubcontractors;businesscertificationlists;D&Bbusinesslistings;andothersources.BBCdevelopedsubindustriesbasedinparton8‐digitD&Bindustryclassificationcodes.Figure4‐2presentsthedollarsthatthestudyteamexaminedinthevariousconstruction;architectureandengineering,otherprofessionalservices;andgoodsandservicessubindustriesthatBBCincludedinitsanalyses.

Thestudyteamcombinedrelatedsubindustriesthataccountedforrelativelysmallpercentagesoftotalcontractingdollarsintofour“other”subindustries—“otherconstructionservices,”“otherconstructionmaterials,”“othergoods,”and“otherservices.”Forexample,thecontractingdollars

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thattheCityawardedtocontractorsfor“roofing,siding,andflooring”representedlessthan1percentoftotalCitydollarsthatBBCexaminedinthestudy.BBCcombined“roofing,siding,andflooring”withotherconstructionservicessubindustriesthatalsoaccountedforrelativelysmallpercentagesoftotaldollarsandthatwererelativelydissimilartoothersubindustriesintothe“otherconstructionservices”subindustry.

TherewerealsocontractsthatwerecategorizedinvarioussubindustriesthatBBCdidnotincludeaspartofitsanalyses,becausetheyarenottypicallyanalyzedaspartofdisparitystudies.BBCdidnotincludecontractsinitsanalysesthat:

TheCityawardedtouniversities,governmentagencies,utilityproviders,hospitals,orothernonprofitorganizations($152millionofassociatedcontractdollars);

Wereclassifiedinsubindustriesthatreflectednationalmarkets(i.e.,subindustriesthataredominatedbylargenationalorinternationalbusinesses)orwereclassifiedinsubindustriesforwhichtheCityawardedthemajorityofcontractingdollarstobusinesseslocatedoutsideoftherelevantgeographicmarketarea($80millionofassociatedcontractdollars);3

Wereclassifiedinsubindustrieswhichoftenincludepropertypurchases,leases,orotherpass‐throughdollars(e.g.,realestateorlegalservices;$125millionofassociatedcontractdollars);

WereclassifiedinsubindustriesnottypicallyincludedinadisparitystudyandaccountforsmallproportionsofCitycontractingdollars($12millionofassociatedcontractdollars).4

F. Agency Review Process 

TheCityreviewedBBC’scontractingandpaymentdataseveraltimesduringthestudyprocess.TheBBCstudyteammetwithCitystafftoreviewthedatacollectionprocess,informationthatthestudyteamgathered,andsummaryresults.BBCincorporatedtheCity’sfeedbackinthefinalcontractandvendordatathatthestudyteamusedaspartofthedisparitystudy.

3Examplesofsuchindustriesincludebanking;insurance;firetrucks;andsoftware.

4Examplesofindustriesnottypicallyincludedinadisparitystudyincludesubscriptionsservices,healthservices,andlodging.

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Figure 4‐2. City contract dollars by subindustry 

Note: 

Numbers rounded to nearest dollar and thus may not sum exactly to totals. 

 

Source: 

BBC Research & Consulting from City contract and payment data. 

Industry

 Total

 (in Thousands) 

Construction

Heavy construction $133,255

Water, sewer, and utility lines 123,654

Building construction 85,631

Electrical work 40,995

Dam and marine construction 29,049

Excavation 19,123

Other construction services 17,933

Concrete, asphalt, and related products 17,262

Mechanical contracting services 16,601

Concrete work 13,811

Trucking, hauling and storage 9,741

Roofing, siding, and flooring contractors 5,701

Painting and weatherproofing 3,924

Structural metals 3,557

Structural steel construction 2,894

Masonry, drywall and stonework 2,450

Elevators, conveyors, and moving walkways 399

Total construction $525,979

Architecture and engineering

Engineering $113,262

Environmental and planning services 13,286

Architectural and design services 11,069

Surveying and mapmaking 9,589

Construction management 6,375

Total architecture and engineering $153,581

Other professional services

IT and data services $88,060

Human resources and job training services 62,165

Business and market research services 29,625

Health and medical services 9,940

Advertising, marketing and public relations 4,006

Finance and accounting 1,626

Educational services 624

Scientific and medical research 92

Testing services 36

Total other professional services $196,174

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Figure 4‐2 (continued). City contract dollars by subindustry 

Note: 

Numbers rounded to nearest dollar and thus may not sum exactly to totals. 

 

Source: 

BBC Research & Consulting from City contract and payment data. 

 

Industry

 Total

 (in Thousands) 

Goods and services

Automobiles $30,096

Other goods 29,196

Other services 28,404

Communications equipment 20,102

Engineering equipment and precision instruments 19,500

Event coordination and promotion 18,163

Industrial equipment and machinery 16,913

Plumbing and HVAC supplies 15,863

Vehicle parts and supplies 13,063

Heavy construction equipment 11,365

Landscape services 9,218

Dining and recreational services 9,213

Printing, copying, and mailing 8,482

Office equipment and supplies 7,342

Computers and peripherals 7,329

Cleaning and janitorial services 6,993

Waste and recycling services 5,912

Electrical equipment and supplies 5,297

Security guard services 4,285

Other construction materials 4,143

Lawn and garden equipment 3,879

Fencing, guardrails and signs 3,684

Parking services 3,332

Traffic signals and street lighting 3,287

Uniforms, apparels, and linen 2,699

Furniture 2,333

Food products, wholesale and retail 1,921

Petroleum and petroleum products 1,856

Doors, windows, and glasswork 1,620

Industrial chemicals 1,439

Equipment maintenance and repair 960

Cleaning and janitorial supplies 876

Security services 598

Lawn and garden supplies 417

Computer systems and services 408

Transit services 395

Vehicle repair 141

Total goods and services $300,725

GRAND TOTAL $1,176,459

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CHAPTER 5. 

Availability Analysis   

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CHAPTER 5. Availability Analysis 

BBCResearch&Consulting(BBC)analyzedtheavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinesses(i.e.,businessesownedbyveteranswhohaveadisabilityasaresultoftheirservice)thatareready,willing,andabletoperformonCityofVirginiaBeach(City)construction;architectureandengineering;otherprofessionalservices;andgoodsandservicesprimecontractsandsubcontracts.1Chapter5describestheavailabilityanalysisinfiveparts:

A. Purposeoftheavailabilityanalysis;

B. Potentiallyavailablebusinesses;

C. Availabilitydatabase;

D. Availabilitycalculations;and

E. Availabilityresults.

AppendixEprovidessupportinginformationrelatedtotheavailabilityanalysis.

A. Purpose of the Availability Analysis 

BBCexaminedtheavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesforCityprimecontractsandsubcontractstorefineitsimplementationoftheSmall,Woman,andMinority‐ownedBusiness(SWaM)Programandtouseasinputsinthedisparityanalysis.Inthedisparityanalysis,BBCcomparedthepercentageofCitycontractdollarsthatwenttominority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesduringthestudyperiod(i.e.,participation,orutilization)tothepercentageofdollarsthatonemightexpectthosebusinessestoreceivebasedontheiravailabilityforspecifictypesandsizesofCityprimecontractsandsubcontracts.ThestudyperiodincludedcontractsthattheCityawardedbetweenJuly1,2012andJune30,2017.ComparisonsbetweenparticipationandavailabilityallowedBBCtodeterminewhethercertainbusinessgroupswereunderutilizedduringthestudyperiodrelativetotheiravailabilityforCitywork(fordetails,seeChapter7).

B. Potentially Available Businesses 

BBC’savailabilityanalysisfocusedonspecificareasofwork,orsubindustries,relatedtotherelevanttypesofcontractsandprocurementsthattheCityawardedduringthestudyperiod.BBCbegantheavailabilityanalysisbyidentifyingthespecificsubindustriesinwhichtheCityspendsthemajorityofitscontractingdollars(fordetails,seeChapter4)aswellasthe

1“Woman‐ownedbusinesses”referstonon‐Hispanicwhitewomanownedbusinesses.Informationandresultsforminoritywoman‐ownedbusinessesareincludedalongwiththeircorrespondingracial/ethnicgroups.

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geographicareasinwhichthemajorityofthebusinesseswithwhichtheCityspendsthosecontractingdollarsarelocated(i.e.,therelevantgeographicmarketarea).2

BBCthenconductedextensivesurveystodeveloparepresentative,unbiased,andstatistically‐validdatabaseofpotentiallyavailablebusinesseslocatedintherelevantgeographicmarketareathatperformworkwithinrelevantsubindustries.Thatmethodofexaminingavailabilityisreferredtoasacustomcensusandhasbeenacceptedinfederalcourtasthepreferredmethodologyforconductingavailabilityanalyses.Theobjectiveoftheavailabilitysurveywasnottocollectinformationfromeachandeveryrelevantbusinessthatisoperatinginthelocalmarketplace.Itwastocollectinformationfromanunbiasedsubsetofthebusinesspopulationthatappropriatelyrepresentstheentirebusinesspopulationoperatinginthelocalmarketplace.ThatapproachallowedBBCtoestimatetheavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinanaccurate,statistically‐validmanner.

Overview of availability surveys. ThestudyteamconductedtelephonesurveyswithbusinessownersandmanagerstoidentifylocalbusinessesthatarepotentiallyavailableforCityprimecontractsandsubcontracts.3BBCbeganthesurveyprocessbycompilingacomprehensiveandunbiasedphonebookofallbusinesses—regardlessofownership—thatperformworkinrelevantindustriesandhavealocationwithintherelevantgeographicmarketarea.BBCdevelopedthatphonebookbasedoninformationfromavarietyofdatasourcesincludingDun&Bradstreet(D&B)MarketplaceandtheCity’svendorregistrationlist.BBCcollectedinformationaboutallbusinessestablishmentslistedunder8‐digitworkspecializationcodes(asdevelopedbyD&B)thatweremostrelatedtothecontractsthattheCityawardedduringthestudyperiod.BBCobtainedlistingson7,013localbusinessesthatdoworkrelatedtothoseworkspecializations.BBCdidnothaveworkingphonenumbersfor1,145ofthosebusinessesbutattemptedavailabilitysurveyswiththeremaining5,868businessestablishments.

Availability survey information.BBCworkedwithCustomerResearchInternationaltoconducttelephonesurveyswiththeownersormanagersoftheidentifiedbusinessestablishments.Surveyquestionscoveredmanytopicsabouteachbusinessincluding:

Statusasaprivatebusiness(asopposedtoapublicagencyornonprofitorganization);

Statusasasubsidiaryorbranchofanothercompany;

Primarylinesofwork;

InterestinperformingworkfortheCityandothergovernmentagencies;

Interestinperformingworkasaprimecontractororasasubcontractor;

Largestprimecontractorsubcontractbidonorperformedinthepreviousfiveyears;

Race/ethnicityandgenderofownership;and

Service‐disabledveteranstatusofownership.

2BBCidentifiedtherelevantgeographicmarketareaforthedisparitystudyasChesapeakeCity,NorfolkCity,PortsmouthCity,andVirginiaBeachCity.

3Thestudyteamofferedbusinessrepresentativestheoptionofcompletingsurveysviafaxore‐mailiftheypreferrednottocompletesurveysviatelephone.

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Potentially available businesses.BBCconsideredbusinessestobepotentiallyavailableforCityprimecontractsorsubcontractsiftheyreportedhavingalocationintherelevantgeographicmarketareaandreportedpossessingallofthefollowingcharacteristics:

Beingaprivatesectorbusiness(asopposedtoagovernmentornonprofitorganization);

HavingperformedworkrelevanttoCityconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontractingorprocurement;

Havingbidonorperformedconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicesprimecontractsorsubcontractsineitherthepublicorprivatesectorintherelevantgeographicmarketareainthepastfiveyears;and

BeinginterestedinworkfortheCityorothergovernmentagencies.4

BBCalsoconsideredthefollowinginformationaboutbusinessestodetermineiftheywerepotentiallyavailableforspecificprimecontractsandsubcontractsthattheCityawards:

Theroleinwhichtheywork(i.e.,asaprimecontractor,subcontractor,orboth);and

Thelargestcontracttheybidorperformedinthepastfiveyears.

C. Businesses in the Availability Database 

Afterconductingavailabilitysurveyswithmorethanonethousandlocalbusinesses,BBCdevelopedadatabaseofinformationaboutbusinessesthatarepotentiallyavailableforCityconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontractsandprocurements.InformationfromthedatabaseallowedBBCtoassessbusinessesthatareready,willing,andabletoperformworkfortheCity.Figure5‐1presentsthepercentageofbusinessesintheavailabilitydatabasethatwereminority‐,woman,orservice‐disabledveteranowned.Thestudyteam’sanalysisincluded659businessesthatarepotentiallyavailableforspecificconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontractsandprocurementsthattheCityawards.AsshowninFigure5‐1,ofthosebusinesses,39percentwereminority‐orwoman‐owned,and7percentwereservice‐disabledveteran‐owned.TheinformationinFigure5‐1reflectsasimpleheadcountofbusinesseswithnoanalysisoftheiravailabilityforspecificCitycontracts.Thus,itrepresentsonlyafirststeptowardanalyzingtheavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesforCitywork.

4Thatinformationwasgatheredseparatelyforprimecontractandsubcontractwork.

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Figure 5‐1. Percentage of businesses in the availability database that were minority‐, woman‐, or service‐disabled veteran‐owned 

Note: 

Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

 

Source: 

BBC Research & Consulting availability analysis. 

D. Availability Calculations 

BBCanalyzedinformationfromtheavailabilitydatabasetodevelopdollar‐weightedestimatesoftheavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesforCitywork.ThoseestimatesrepresentthepercentageofCitycontractingandprocurementdollarsthatminority‐,woman‐,andservice‐disabledveteran‐ownedbusinesseswouldbeexpectedtoreceivebasedontheiravailabilityforspecifictypesandsizesofCityprimecontractsandsubcontracts.

Steps to calculating availability.BBCusedabottomup,contract‐by‐contractmatchingapproachtocalculateavailability.OnlyaportionofthebusinessesintheavailabilitydatabasewasconsideredpotentiallyavailableforanygivenCityprimecontractorsubcontract.BBCfirstexaminedthecharacteristicsofeachspecificprimecontractorsubcontract(referredtogenerallyasacontractelement).includingtypeofworkandcontractsize.BBCthenidentifiedbusinessesintheavailabilitydatabasethatperformworkofthattype,inthatrole(i.e.,asaprimecontractororsubcontractor),andofthatsize.BBCidentifiedthecharacteristicsofeachprimecontractandsubcontractincludedinthedisparitystudyandthentookthefollowingstepstocalculateavailabilityforeachcontractelement:

1. Foreachcontractelement,thestudyteamidentifiedbusinessesintheavailabilitydatabasethatreportedthatthey:

Areinterestedinperformingconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicesworkinthatparticularroleforthatspecifictypeofworkfortheCity;and

Havebidonorperformedworkofthatsizeinthepastfiveyears.

2. Thestudyteamthencountedthenumberofminority‐ownedbusinesses,woman‐ownedbusinesses,service‐disabledveteran‐ownedbusinesses,andbusinessesownedbynon‐Hispanicwhitemenwhowerenotservice‐disabledveterans(i.e.,majority‐ownedbusinesses)intheavailabilitydatabasethatmetthecriteriaspecifiedinStep1.

3. Thestudyteamtranslatedthenumericavailabilityofbusinessesforthecontractelementintopercentageavailability.

BBCrepeatedthosestepsforeachcontractelementthatthestudyteamexaminedinthedisparitystudy.BBCmultipliedpercentageavailabilityforeachcontractelementbythedollarsassociatedwithit,addedresultsacrossallcontractelements,anddividedbythetotaldollarsfor

Business group

Asian American‐owned 2.6 %

Black American‐owned  12.9 %

Hispanic American‐owned 2.6 %

Native American‐owned 1.0 %

Non‐Hispanic white woman‐owned 20.2 %

Total Minority‐ and Woman‐owned 39.0 %

     Service‐disabled veteran‐owned 7.0 %

Availability %

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allcontractelements.Theresultwasdollar‐weightedestimatesoftheavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesoverallandseparatelyforeachrelevantgroup.Figure5‐2providesanexampleofhowBBCcalculatedavailabilityforaspecificsubcontractassociatedwithaconstructionprimecontractthattheCityawardedduringthestudyperiod.

BBC’savailabilitycalculationsarebasedonprimecontractsandsubcontractsthattheCityawardedbetweenJuly1,2012andJune30,2017.AkeyassumptionoftheavailabilityanalysisisthatthecontractsandprocurementsthattheCityawardedduringthestudyperiodarerepresentativeofthecontractsandprocurementsthattheCitywillawardinthefuture.IfthetypesandsizesofthosecontractsandprocurementsdiffersubstantiallyfromtheonestheCityawardedinthepast,thentheCityshouldadjustavailabilityestimatesaccordingly.

Improvements on a simple head count of businesses.BBCusedacustomcensusapproachtocalculatetheavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesforCityworkratherthanusingasimpleheadcountofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinesses(e.g.,simplycalculatingthepercentageofalllocalbusinessesthatareminority‐,woman‐,orservice‐disabledveteran‐owned).ThereareseveralimportantwaysinwhichBBC’scustomcensusapproachtomeasuringavailabilityismoreprecisethancompletingasimpleheadcount.

BBC’s approach accounts for type of work.Federalregulationssuggestcalculatingavailabilitybasedonbusinesses’abilitiestoperformspecifictypesofwork.BBCtookworktypeintoaccountbyexamining71differentsubindustriesaspartofestimatingavailabilityforCitycontracting.

BBC’s approach accounts for contractor role.Thestudyteamcollectedinformationonwhetherbusinessesworkasprimecontractors,subcontractors,orboth.BusinessesthatreportedworkingasprimecontractorswereconsideredpotentiallyavailableforCityprimecontracts.Businessesthatreportedworkingassubcontractorswereconsideredpotentiallyavailableforsubcontracts.Businessesthatreportedworkingasbothprimecontractorsandsubcontractorswereconsideredpotentiallyavailableforbothprimecontractsandsubcontracts.

Figure 5‐2.  Example of an availability  calculation for a City subcontract 

On a contract that the City awarded in 2015, the prime 

contractor awarded a subcontract worth $67,447 for 

engineering services. To determine the overall 

availability of minority-, woman-, and service-disabled veteran-owned businesses for that subcontract, the study team identified businesses in the availability 

database that: 

a.  Were in business in 2015; 

b.  Indicated that they performed engineering 

work; 

c.  Reported bidding on work of similar or 

greater size in the past; and 

d.  Reported interest in working as a 

subcontractor on City or other government 

agency projects. 

The study team found 42 businesses in the availability 

database that met those criteria. Of those businesses, 

13 were minority‐ or woman‐owned businesses and 3 

were service‐disabled veteran‐owned business. Thus, 

the availability of minority‐ and woman‐owned 

businesses for the subcontract was 31 percent (i.e., 

13/42 X 100 = 31), and the availability of service‐

disabled veteran‐owned businesses was 7 percent 

(3/42 X 100 = 7). 

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BBC’s approach accounts for the relative capacity of businesses.ToaccountforthecapacityofbusinessestoworkonCitycontracts,BBCconsideredthesize—intermsofdollarvalue—oftheprimecontractsandsubcontractsthatabusinessbidonorreceivedinthepreviousfiveyearswhendeterminingwhethertocountthatbusinessasavailableforparticularprimecontractsorsubcontracts.Foreachcontractelement,BBCconsideredwhetherbusinesseshadpreviouslybidonorreceivedatleastonecontractofanequivalentorgreaterdollarvalue.BBC’sapproachtoaccountingforcapacityisconsistentwithmanyrecent,keycourtdecisionsthathavefoundsuchmeasurestobeimportanttomeasuringavailability(e.g.,AssociatedGeneralContractorsofAmerica,SanDiegoChaptervs.CaliforniaDepartmentofTransportation,etal.,5WesternStatesPavingCompanyv.WashingtonStateDOT,6RotheDevelopmentCorp.v.U.S.DepartmentofDefense,7andEngineeringContractorsAssociationofS.Fla.Inc.vs.MetroDadeCounty8).

BBC’s approach accounts for interest in relevant work.ThestudyteamcollectedinformationonwhetherbusinessesareinterestedinworkingonCityconstruction;architectureandengineering;otherprofessionalservices;andgoodsandgeneralserviceswork(inadditiontoseveralotherfactorsrelatedtoCityprimecontractsandsubcontracts,suchascontracttypeandsize).BusinesseshadtoindicatethattheyareinterestedinperformingsuchworkfortheCityinordertobeconsideredpotentiallyavailableforCitycontractsandprocurements.

BBC’s approach generates dollar‐weighted results.BBCexaminedavailabilityonacontract‐by‐contractbasisandthendollar‐weightedtheresults.Thus,theresultsofrelativelylargecontractelementscontributedmoretooverallavailabilityestimatesthanthoseofrelativelysmallcontractelements.Thatapproachisconsistentwithrelevantcaselawandregulations.

E. Availability Results 

BBCestimatedtheavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesfor26,322construction;architectureandengineering;otherprofessionalservices;andgoodsandservicesprimecontractsandsubcontractsthattheCityawardedbetweenJuly1,2012andJune30,2017.

Minority‐and woman‐owned businesses.BBCexaminedtheavailabilityofminority‐andwoman‐ownedbusinessesforvariouscontractssetstoassessthedegreetowhichtheyareready,willing,andabletoperformdifferenttypesofCitywork.

Overall.Figure5‐3presentsdollar‐weightedavailabilityestimatesbyrelevantbusinessgroupforCitycontractsandprocurements.Overall,theavailabilityofminority‐andwoman‐ownedbusinessesforCitycontractsandprocurementsis25.2percent,indicatingthatminority‐andwoman‐ownedbusinessesmightbeexpectedtoreceive25.2percentofthedollarsthattheCityawardsinconstruction;architectureandengineering;otherprofessionalservices;andgoods

5AGC,SanDiegoChapterv.CaliforniaDOT,2013WL1607239(9thCir.April16,2013).

6WesternStatesPavingCo.v.WashingtonStateDOT,407F.3d983(9thCir.2005),cert.denied,546U.S.1170(2006).7RotheDevelopmentCorp.v.U.S.DepartmentofDefense,545F.3d1023(Fed.Cir.2008).

8EngineeringContractorsAssociationofS.Fla.Inc.vs.MetroDadeCounty,943F.Supp.1546(S.D.Fla.1996). 

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER 5, PAGE 6 

andservices.Non‐Hispanicwhitewoman‐ownedbusinesses(13.3%)andBlackAmerican‐ownedbusinesses(8.1%)exhibitedthehighestavailabilitypercentagesamongallgroups.

Figure 5‐3. Overall availability estimates by  racial/ethnic and gender group 

Note: 

Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

For more detail and results by group, see Figure F‐2 in Appendix F. 

 

Source: 

BBC Research & Consulting availability analysis. 

Contract role. Manyminority‐andwoman‐ownedbusinessesaresmallbusinessesandthusoftenworkassubcontractors.Becauseofthattendency,itisusefultoexamineavailabilityestimatesseparatelyforprimecontractsandsubcontracts.Figure5‐4presentsthoseresults.AsshowninFigure5‐4,theavailabilityofminority‐andwoman‐ownedbusinessesconsideredtogetherislowerforCityprimecontracts(24.5%)thanforsubcontracts(31.6%).Amongotherfactors,thatresultcouldbeduetothefactthatsubcontractstendtobemuchsmallerinsizethanprimecontractsandareoftenmoreaccessiblethanprimecontractstominority‐andwoman‐ownedbusinesses.

Figure 5‐4. Availability estimates  by contract role 

Note: 

Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

For more detail, see Figures F‐9 and F‐10 in  Appendix F.  

Source: 

BBC Research & Consulting availability analysis. 

Industry.BBCexaminedavailabilityanalysisresultsseparatelyfortheCity’sconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontracts.AsshowninFigure5‐5,theavailabilityofminority‐andwoman‐ownedbusinessesconsideredtogetherishighestfortheCity’sarchitectureandengineeringcontracts(32.6%)andlowestforconstructioncontracts(19.8%).

Business group

Asian American‐owned 0.8 %

Black American‐owned  8.1 %

Hispanic American‐owned 2.7 %

Native American‐owned 0.4 %

Total Minority‐owned 12.0 %

Non‐Hispanic white woman‐owned 13.3 %

Total Minority‐ and Woman‐owned 25.2 %

Availability %

Business group

Asian American‐owned 0.8 % 1.0 %

Black American‐owned  8.0 % 8.4 %

Hispanic American‐owned 2.7 % 2.8 %

Native American‐owned 0.4 % 0.2 %

Non‐Hispanic white woman‐owned 12.5 % 19.2 %

Total Minority‐ and Woman‐owned 24.5 % 31.6 %

Contract role

Prime 

contracts Subcontracts

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER 5, PAGE 7 

Figure 5‐5. Availability estimates by industry 

Note:  Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

For more detail and results by group, see Figure F‐5, F‐6, F‐7, and F‐8 in Appendix F. 

Source:  BBC Research & Consulting availability analysis. 

Goal status.TheCityusedSWaMcontractgoalstoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,andwoman‐ownedbusinessesinmanyofthecontractsthatitawardedduringthestudyperiod.SWaMgoalsonlyappliedtoselectconstructioncontractsduringthestudyperiod.ItisusefultoexamineavailabilityanalysisresultsseparatelyforcontractsthattheCityawardedwiththeuseofSWaMcontractgoals(goalscontracts)andcontractsthattheCityawardedwithouttheuseofgoals(nogoalscontracts).Figure5‐6presentsavailabilityestimatesseparatelyforgoalsandnogoalscontracts.AsshowninFigure5‐6,theavailabilityofminority‐andwoman‐ownedbusinessesconsideredtogetherislowerforgoalscontracts(21.1%)thanfornogoalscontracts(28.0%).

Figure 5‐6. Availability estimates by  contract goals status 

Note: 

Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

For more detail, see Figures F‐11 and F‐12 in  Appendix F.  

Source: 

BBC Research & Consulting availability analysis. 

Time period.BBCexaminedavailabilityanalysisresultsseparatelyforcontractsandprocurementsthattheCityawardedintheearlystudyperiod(i.e.,July1,2012–June30,2015)andthelatestudyperiod(i.e.,July1,2015–June30,2017)todeterminewhetherthetypesandsizesofcontractsthattheCityawardedacrossthestudyperiodchangedovertime,whichinturnwouldaffectavailability.AsshowninFigure5‐7,theavailabilityofminority‐andwoman‐ownedbusinessesconsideredtogetherwassomewhatlowerintheearlystudyperiod(24.2%)thanthelatestudyperiod(26.9%).

Business group

Asian American‐owned 1.6 % 0.0 % 0.1 % 0.1 %

Black American‐owned  5.7 % 9.2 % 10.4 % 10.1 %

Hispanic American‐owned 2.8 % 3.1 % 4.8 % 1.1 %

Native American‐owned 0.0 % 1.7 % 0.7 % 0.1 %

Non‐Hispanic white woman‐owned 9.6 % 18.6 % 10.3 % 18.8 %

Total Minority‐ and Woman‐owned 19.8 % 32.6 % 26.3 % 30.3 %

Construction

Other professional 

services

Goods and 

services

Industry

Architecture and 

engineering

Business group

Asian American‐owned 1.1 % 0.5 %

Black American‐owned  5.5 9.7

Hispanic American‐owned 3.3 2.4

Native American‐owned 0.4 0.4

Non‐Hispanic white woman‐owned 10.7 % 14.9 %

Total Minority‐ and Woman‐owned 21.1 % 28.0 %

Goals status

Goals No goals

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER 5, PAGE 8 

Figure 5‐7. Availability estimates by time period 

Note: 

Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

For more detail and results by group, see Figure F‐3 and F‐4 in Appendix F. 

Source: 

BBC Research & Consulting availability analysis. 

Service‐disabled veteran‐owned businesses.Similarly,BBCexaminedtheoverallavailabilityofservice‐disabledveteran‐ownedbusinessesforCitywork.Theavailabilityanalysisindicatedthattheavailabilityofservice‐disabledveteran‐ownedbusinessesfortheCity’scontractsandprocurementsis11.9percent.

Business group

Asian American‐owned 0.5 % 1.2 %

Black American‐owned  7.4 % 9.1 %

Hispanic American‐owned 2.1 % 3.9 %

Native American‐owned 0.4 % 0.3 %

Non‐Hispanic white woman‐owned 13.8 % 12.3 %

Total Minority‐ and Woman‐owned 24.2 % 26.9 %

LateEarly

Time period

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CHAPTER 6. 

Utilization Analysis   

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CHAPTER 6. Utilization Analysis 

Chapter6presentsinformationabouttheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinesses(i.e.,businessesownedbyveteranswhohaveadisabilityasaresultoftheirservice)inconstruction;architectureandengineering;otherprofessionalservices;andgoodsandgeneralservicescontractsandprocurementsthattheCityofVirginiaBeach(theCity)awardedbetweenJuly1,2012andJune30,2017.BBCResearch&Consulting(BBC)measuredtheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinCitycontractingintermsofutilization—thepercentageofprimecontractandsubcontractdollarsthatthosebusinessesreceivedonCityprimecontractsandsubcontractsduringthestudyperiod.1Forexample,if5percentofCityprimecontractandsubcontractdollarswenttonon‐Hispanicwhitewoman‐ownedbusinessesonaparticularsetofcontracts,utilizationofnon‐Hispanicwhitewoman‐ownedbusinessesforthatsetofcontractswouldbe5percent.BBCconsideredutilizationresultsontheirownandasinputsinthedisparityanalysis(fordetails,seeChapter7).Thestudyteammeasuredtheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinCitycontractsregardlessofwhethertheywerecertifiedasSmall,Woman,andMinority‐owned(SWaM)businesses.

Minority‐ and Woman‐owned Businesses 

BBCexaminedtheparticipationofminority‐andwoman‐ownedbusinessesforvarioussetsofcontractsthattheCityawardedduringthestudyperiod.Thestudyteamassessedtheparticipationofallofthosebusinessesconsideredtogetherandseparatelyforeachrelevantracial/ethnicandgendergroup.

Overall.Figure6‐1presentsthepercentageofcontractingdollarsthatminority‐andwoman‐ownedbusinessesreceivedonconstruction;architectureandengineering;otherprofessionalservices;andgoodsandgeneralservicescontractsandprocurementsthattheCityawardedduringthestudyperiod(includingbothprimecontractsandsubcontracts).AsshowninFigure6‐1,overall,minority‐andwoman‐ownedbusinessesconsideredtogetherreceived18.9percentoftherelevantcontractingdollarsthattheCityawardedduringthestudyperiod.Lessthanone‐halfofthosedollars—8.6percent—wenttoSWaM‐certifiedbusinesses.Non‐Hispanicwhitewoman‐ownedbusinesses(8.2%)andAsianAmerican‐ownedbusinesses(5.6%)exhibitedhigherlevelsofparticipationonCitycontractsthanallothergroups.

1“Woman‐ownedbusinesses”referstonon‐Hispanicwhitewomanownedbusinesses.Informationandresultsforminoritywoman‐ownedbusinessesareincludedalongwiththeircorrespondingracial/ethnicgroups.

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BBC RESEARCH & CONSULTING—FINAL REPORT   CHAPTER 6, PAGE 2 

Figure 6‐1. Overall utilization results 

Note: 

Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. 

For more detail, see Figure F‐2 in Appendix F.  

Source: 

BBC Research & Consulting utilization analysis. 

Contract role.Manyminority‐andwoman‐ownedbusinessesaresmallbusinesses,andthus,oftenworkassubcontractors.Becauseofthattendency,itisusefultoexamineutilizationresultsseparatelyforprimecontractsandsubcontracts.Figure6‐2presentsthoseresults.AsshowninFigure6‐2,theparticipationofminority‐andwoman‐ownedbusinessesconsideredtogetherwashigherintheCity’ssubcontracts(21.9%)thanprimecontracts(18.5%).ThevastmajorityofcontractingdollarsthattheCityawardedduringthestudyperiodwereassociatedwithprimecontracts.

Figure 6‐2. Utilization results by  contract role 

Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. 

For more detail, see Figures F‐9 and F‐10 in Appendix F.  

Source: 

BBC Research & Consulting utilization analysis. 

Industry. BBCexaminedutilizationanalysisresultsseparatelyfortheCity’sconstruction;architectureandengineering;otherprofessionalservices;andgoodsandgeneralservicescontracts.AsshowninFigure6‐3,theparticipationofminority‐andwoman‐ownedbusinessesconsideredtogetherwashighestintheCity’sotherprofessionalservicescontracts(50.6%)andlowestinarchitectureandengineeringcontracts(10.1%).ThepluralityofcontractingdollarsthattheCityawardedduringthestudyperiodwereassociatedwithconstructioncontractsforwhichtheparticipationofminority‐andwoman‐ownedbusinesseswas11.8percent. 

 

Business group

Minority‐ and Woman‐owned

Asian American‐owned 5.6 %

Black American‐owned  4.5 %

Hispanic American‐owned 0.5 %

Native American‐owned 0.0 %

Non‐Hispanic white woman‐owned 8.2 %

Total Minority‐ and Woman‐owned 18.9 %

SWaM‐certified

Asian American‐owned 0.2 %

Black American‐owned  1.9 %

Hispanic American‐owned 0.3 %

Native American‐owned 0.0 %

Non‐Hispanic white woman‐owned 6.3 %

Total SWaM‐certified 8.6 %

Utilization

Business group

Asian American‐owned 6.3 % 0.4 %

Black American‐owned  4.9 % 1.3 %

Hispanic American‐owned 0.4 % 2.1 %

Native American‐owned 0.0 % 0.0 %

Non‐Hispanic white woman‐owned 6.9 % 18.1 %

Total Minority‐ and Woman‐owned 18.5 % 21.9 %

Contract role

Prime 

contracts Subcontracts

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BBC RESEARCH & CONSULTING—FINAL REPORT   CHAPTER 6, PAGE 3 

Figure 6‐3. Utilization results by relevant industry 

Note:  Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. 

  For more detail, see Figures F‐5, F‐6, F‐7, and F‐8 in Appendix F. 

Source:  BBC Research & Consulting utilization analysis. 

Goal status.TheCityusedSWaMcontractgoalstoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,andwoman‐ownedbusinessesinmanyofthecontractsthatitawardedduringthestudyperiod.SWaMgoalsonlyappliedtoselectconstructioncontractsduringthestudyperiod.ItisusefultoexamineparticipationseparatelyforcontractsthattheCityawardedwiththeuseofSWaMcontractgoals(goalscontracts)andcontractsthattheCityawardedwithouttheuseofgoals(nogoalscontracts)asanassessmentofhoweffectivetheuseofthosegoalswereinencouragingtheparticipationofminority‐andwoman‐ownedbusinessesinparticular.Figure6‐4presentsutilizationresultsseparatelyforgoalsandnogoalscontracts.AsshowninFigure6‐4,theparticipationofminority‐andwoman‐ownedbusinessesconsideredtogetherwasactuallymuchhigherinnogoalscontracts(23.7%)thangoalscontracts(11.5%).

Figure 6‐4. Utilization results by contract goal status 

Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. 

For more detail, see Figures F‐11 and F‐12 in Appendix F.  

Source: 

BBC Research & Consulting utilization analysis. 

Time period. BBCexaminedutilizationresultsseparatelyforcontractsandprocurementsthattheCityawardedintheearlystudyperiod(i.e.,July1,2012–June30,2015)andthelatestudyperiod(i.e.,July1,2015–June30,2017)todeterminewhethertheparticipationofminority‐andwoman‐ownedbusinessesinCitycontractschangedovertime.AsshowninFigure6‐5,theparticipationofminority‐andwoman‐ownedbusinesseswassomewhathigherinthelatestudyperiod(20.0%)thantheearlystudyperiod(18.2%).

Business Group

Asian American‐owned 0.2 % 0.4 % 32.1 % 0.4 %

Black American‐owned  1.3 % 0.9 % 15.3 % 5.2 %

Hispanic American‐owned 1.0 % 0.1 % 0.4 % 0.1 %

Native American‐owned 0.0 % 0.0 % 0.0 % 0.0 %

Non‐Hispanic white woman‐owned 9.3 % 8.7 % 2.9 % 9.3 %

Total Minority‐ and Woman‐owned 11.8 % 10.1 % 50.6 % 15.0 %

Construction

Other Professional 

Services

Goods and 

Services

Architecture 

and Engineering

Business group

Asian American‐owned 0.1 % 9.3 %

Black American‐owned  0.9 % 6.9 %

Hispanic American‐owned 1.1 % 0.2 %

Native American‐owned 0.0 % 0.0 %

Non‐Hispanic white woman‐owned 9.4 % 7.3 %

Total Minority‐ and Woman‐owned 11.5 % 23.7 %

Goal status

Goals No goals

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BBC RESEARCH & CONSULTING—FINAL REPORT   CHAPTER 6, PAGE 4 

Figure 6‐5. Utilization results by time period 

Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. 

For more detail, see Figures F‐3 and F‐4 in Appendix F.  

Source: 

BBC Research & Consulting utilization analysis. 

Concentration of dollars. BBCanalyzedwhetherthedollarsthateachrelevantbusinessgroupreceivedonCitycontractsduringthestudyperiodwerespreadacrossarelativelylargenumberofbusinessesorwereconcentratedwitharelativelysmallnumberofbusinesses.Thestudyteamassessedthatquestionbycalculating:

Thenumberofdifferentbusinesseswithineachrelevantgroupthatreceivedcontractingdollarsduringthestudyperiod;and

Thenumberofdifferentbusinesseswithineachrelevantgroupthataccountedfor75percentofthegroup’stotalcontractingdollarsduringthestudyperiod.

Overall,437differentminority‐andwoman‐ownedbusinessesparticipatedinCitycontractsduringthestudyperiod.Thirty‐eightofthosebusinesses,or8.7percentofallutilizedminority‐andwoman‐ownedbusinesses,accountedfor75percentofthetotalcontractingdollarsthatminority‐andwoman‐ownedbusinessesreceivedduringthestudyperiod.Figure6‐6presentsanalogousresultsforeachrelevantracial/ethnicandgendergroup.Mostnotably,asingleAsianAmerican‐ownedbusinessaccountedforthevastmajority—86percent—ofthetotalcontractingdollarsthatAsianAmerican‐ownedbusinessesreceivedduringthestudyperiod).

Figure 6‐6. Concentration of dollars that went to minority‐ and woman‐owned businesses 

Note: 

The number of utilized businesses does not sum to 437, because 17 minority‐owned businesses were of an unknown minority group. 

Source: 

BBC Research & Consulting utilization analysis. 

Service‐Disabled Veteran‐Owned Businesses 

Similarly,BBCexaminedtheparticipationofservice‐disabledveteran‐ownedbusinessesinthecontractsandprocurementsthattheCityawardedduringthestudyperiod.Theutilizationanalysisindicatedthattheparticipationofservice‐disabledveteran‐ownedbusinessesinCitycontractsandprocurementswas0.7percent.

Business group

Asian American‐owned 5.5 % 5.9 %

Black American‐owned  3.9 % 5.6 %

Hispanic American‐owned 0.5 % 0.5 %

Native American‐owned 0.0 % 0.0 %

Non‐Hispanic white woman‐owned 8.2 % 8.0 %

Total Minority‐ and Woman‐owned 18.2 % 20.0 %

Time period

Early Late

Business group

Asian American‐owned 36 1 2.8%

Black American‐owned  89 2 2.2%

Hispanic American‐owned 21 2 9.5%

Native American‐owned 4 1 25.0%

Non‐Hispanic white woman‐owned 270 29 10.7%

Number Percent

Businesses accounting 

for 75% of dollarsUtilized 

businesses

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CHAPTER 7. 

Disparity Analysis   

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER 7, PAGE 1 

CHAPTER 7. Disparity Analysis 

Thedisparityanalysiscomparedtheparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesincontractsthattheCityofVirginiaBeach(theCity)awardedbetweenJuly1,2012andJune30,2017(i.e.,thestudyperiod)towhatthosebusinessesmightbeexpectedtoreceivebasedontheiravailabilityforthatwork.Theanalysisfocusedonconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontractsandprocurements.Chapter7presentsthedisparityanalysisinthreeparts:

A. Overview;

B. Disparityanalysisresults;and

C. Statisticalsignificance.

A. Overview  

Aspartofthedisparityanalysis,BBCResearch&Consulting(BBC)comparedtheactualparticipationofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinCityprimecontractsandsubcontractswiththepercentageofcontractdollarsthatthosebusinessesmightbeexpectedtoreceivebasedontheiravailabilityforthatwork.1BBCexpressedbothactualparticipationandavailabilityaspercentagesofthetotaldollarsassociatedwithaparticularsetofcontracts(e.g.,5%participationcomparedwith4%availability).BBCthencalculatedadisparityindextohelpcompareparticipationandavailabilityresultsacrossrelevantbusinessgroupsandcontractsetsusingthefollowingformula:

Adisparityindexof100indicatesparitybetweenactualparticipation,orutilization,andavailability.Thatis,participationofaparticularbusinessgroupwaslargelyinlinewithitsavailability.Adisparityindexoflessthan100indicatesadisparitybetweenparticipationandavailability.Thatis,aparticularbusinessgroupwasunderutilizedrelativetoitsavailability.Finally,adisparityindexoflessthan80indicatesasubstantialdisparitybetweenparticipationandavailability.Thatis,aparticularbusinessgroupwassubstantiallyunderutilizedrelativetoitsavailability.2

1“Woman‐ownedbusinesses”referstonon‐Hispanicwhitewomanownedbusinesses.Informationandresultsforminoritywoman‐ownedbusinessesareincludedalongwiththeircorrespondingracial/ethnicgroups.2Manycourtshavedeemeddisparityindicesbelow80asbeingsubstantialandhaveacceptedsuchoutcomesasevidenceofadverseconditionsforaparticularbusinessgroup(e.g.,seeRotheDevelopmentCorpv.U.S.DeptofDefense,545F.3d1023,1041;Eng’gContractorsAss’nofSouthFlorida,Inc.v.MetropolitanDadeCounty,122F.3dat914,923(11thCircuit1997);and

%participation

%availabilityx100

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BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER 7, PAGE 2 

ThedisparityanalysisresultsthatBBCpresentsinChapter7summarizedetailedresultstablesthatarepresentedinAppendixF.EachtableinAppendixFpresentsdisparityanalysisresultsforadifferentsetofcontracts.Forexample,Figure7‐1,whichisidenticaltoFigureF‐2inAppendixF,presentsdisparityanalysisresultsforallCitycontractsthatBBCexaminedaspartofthestudy.AppendixFincludesanalogoustablesfordifferentsubsetsofcontractsincluding:

Construction;architectureandengineering;otherprofessionalservices;andgoodsandservicescontracts;

Primecontractsandsubcontracts;and

ContractsthattheCityawardedindifferentstudyperiodyears.

TheheadingofeachtableinAppendixFprovidesadescriptionofthesubsetofcontractsthatBBCanalyzedforthatparticulartable.

AreviewofFigure7‐1helpstointroducethecalculationsandformatofallofthedisparityanalysistablesinAppendixF.AsillustratedinFigure7‐1,thedisparityanalysistablespresentinformationabouteachrelevantbusinessgroupinseparaterows:

“Allbusinesses”inrow(1)pertainstoinformationaboutallbusinessesregardlessoftherace/ethnicityandgenderoftheirowners.

Row(2)presentsresultsforallminority‐andwoman‐ownedbusinessesconsideredtogether,regardlessofwhethertheywerecertifiedasSmall,Woman,andMinority‐owned(SWaM)businesses.

Row(3)presentsresultsforallnon‐Hispanicwhitewoman‐ownedbusinesses,regardlessofwhethertheywerecertifiedasSWaMbusinesses.

Row(4)presentsresultsforallminority‐ownedbusinesses,regardlessofwhethertheywerecertifiedasSWaMbusinesses.

Rows(5)through(9)presentresultsforbusinessesofeachindividualracial/ethnicgroup,regardlessofwhethertheywerecertifiedasSWaMbusinesses.

Rows(10)through(17)presentresultsforbusinessesofeachindividualracial/ethnicgroupthatwerecertifiedasSWaMbusiness.

Utilization results.Eachdisparityanalysistableincludesthesamecolumnsandrows:

Column(a)presentsthetotalnumberofprimecontractsandsubcontracts(i.e.,contractelements)thatBBCanalyzedaspartofthecontractset.Asshowninrow(1)ofcolumn(a)ofFigure7‐1,BBCanalyzed26,322contractelements.Thevaluepresentedincolumn(a)foreachindividualbusinessgrouprepresentsthenumberofcontractelementsinwhichbusinessesofthatparticulargroupparticipated(e.g.,asshowninrow(6)ofcolumn(a),BlackAmerican‐ownedbusinessesparticipatedin3,033primecontractsandsubcontracts).

ConcreteWorksofColo.,Inc.v.CityandCountyofDenver,36F.3d1513,1524(10thCir.1994).SeeAppendixBforadditionaldiscussionofthoseandothercases.

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Figure 7‐1. Example of a disparity analysis table from Appendix F (same as Figure F‐2 in Appendix F) 

Note:  Numbers are rounded to the nearest thousand dollars or tenth of one percent. “woman‐owned” refers to non‐Hispanic white woman‐owned.  

  * Unknown minority‐owned businesses were allocated to minority subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American‐owned businesses (column b, row 5) accounted for 25 percent of total minority‐owned business dollars (column b, row 4), then 25 percent of column b, row 9 would be added to column b, row 5 and the sum would be shown in column c, row 5. 

Source:  BBC Research & Consulting disparity analysis.

(1) All businesses 26,322   $1,176,459   $1,176,459                  

(2) Minority and  woman‐owned businesses 7,429   $221,800   $221,800   18.9   25.2   ‐6.4   74.7  

(3) Non‐Hispanic white woman‐owned  3,838   $95,902   $95,902   8.2   13.3   ‐5.1   61.5  

(4) Minority‐owned 3,591   $125,898   $125,898   10.7   12.0   ‐1.3   89.4  

(5) Asian American‐owned 339   $65,543   $66,330   5.6   0.8   4.9   200+  

(6) Black American‐owned 3,033   $52,414   $53,043   4.5   8.1   ‐3.6   55.9  

(7) Hispanic American‐owned 105   $6,219   $6,293   0.5   2.7   ‐2.2   19.5  

(8) Native American‐owned 42   $229   $231   0.0   0.4   ‐0.4   5.1  

(9) Unknown minority‐owned 72   $1,495                      

(10) SWAM‐certified 3,061   $101,744   $101,744   8.6              

(11) Non‐Hispanic white woman‐owned SWaM 2,181   $73,118   $73,589   6.3              

(12) Minority‐owned SWAM 858   $27,974   $28,155   2.4              

(13) Asian American‐owned SWAM 222   $2,246   $2,301   0.2              

(14) Black American‐owned SWAM 514   $21,706   $22,240   1.9              

(15) Hispanic American‐owned SWAM 78   $3,432   $3,516   0.3              

(16) Native American‐owned SWAM 17   $95   $98   0.0              

(17) Unknown minority‐owned SWAM 27   $496                      

(d) (g)

Disparityindex

(f)

Utilization ‐Availability

Availabilitypercentagepercentage

Utilization

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number of contractelements

dollarsTotal

(thousands)

(e)

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Column(b)presentsthedollars(inthousands)thatwereassociatedwiththesetofcontractelements.Asshowninrow(1)ofcolumn(b)ofFigure7‐1,BBCexaminedapproximately$1.2billionfortheentiresetofcontractelements.Thedollartotalsincludebothprimecontractandsubcontractdollars.Thevaluepresentedincolumn(b)foreachindividualbusinessgrouprepresentsthedollarsthatthebusinessesofthatparticulargroupreceivedonthesetofcontractelements(e.g.,asshowninrow(6)ofcolumn(b),BlackAmerican‐ownedbusinessesreceivedapproximately$52.4million).

Column(c)presentsthedollars(inthousands)thatwereassociatedwiththesetofcontractelementsafteradjustingthosedollarsforbusinessesthatBBCidentifiedasminority‐ownedbutforwhichspecificrace/ethnicityinformationwasnotavailable.

Column(d)presentstheparticipationofeachbusinessgroupasapercentageoftotaldollarsassociatedwiththesetofcontractelements.BBCcalculatedeachpercentageincolumn(d)bydividingthedollarsgoingtoaparticulargroupincolumn(c)bythetotaldollarsassociatedwiththesetofcontractelementsshowninrow(1)ofcolumn(c),andthenexpressingtheresultasapercentage(e.g.,forBlackAmerican‐ownedbusinesses,thestudyteamdivided$53.0millionby$1.2billionandmultipliedby100foraresultof4.5%,asshowninrow(6)ofcolumn(d)).

ThebottomhalfofFigure7‐1presentsutilizationresultsforminority‐andwoman‐ownedbusinessesthatwereSWaM‐certified.

Availability results.Column(e)ofFigure7‐1presentstheavailabilityofeachrelevantbusinessgroupforallcontractelementsthatthestudyteamanalyzedaspartofthecontractset.Availabilityestimates,whicharerepresentedaspercentagesofthetotalcontractingdollarsassociatedwiththesetofcontracts,serveasbenchmarksagainstwhichtocomparetheparticipationofspecificgroupsforspecificsetsofcontracts(e.g.,asshowninrow(6)ofcolumn(e),theavailabilityofBlackAmerican‐ownedbusinessesforCityworkis8.1%).

Differences between participation and availability.Thenextstepinanalyzingwhethertherewasadisparitybetweentheparticipationandavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesistosubtracttheparticipationpercentagefromtheavailabilitypercentage.Column(f)ofFigure7‐1presentsthepercentagepointdifferencebetweenparticipationandavailabilityforeachrelevantracial/ethnicandgendergroup.Forexample,aspresentedinrow(6)ofcolumn(f)ofFigure7‐1,theparticipationofBlackAmerican‐ownedbusinessesinCitycontractswas3.6percentagepointslessthantheiravailability.

Disparity indices.Itissometimesdifficulttointerpretabsolutepercentagedifferencesbetweenparticipationandavailability.Therefore,BBCalsocalculatedadisparityindexforeachrelevantracial/ethnicandgendergroup.Column(g)ofFigure7‐1presentsthedisparityindexforeachgroup.Forexample,asreportedinrow(6)ofcolumn(g),thedisparityindexforBlackAmerican‐ownedbusinesseswasapproximately56,indicatingthatBlackAmerican‐ownedbusinessesactuallyreceivedapproximately$0.56foreverydollarthattheymightbeexpectedtoreceivebasedontheiravailabilityforprimecontractsandsubcontractsthattheCityawardedduringthestudyperiod.

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BBCappliedthefollowingruleswhendisparityindiceswereexceedinglylargeorcouldnotbecalculatedbecausethestudyteamdidnotidentifyanybusinessesofaparticulargroupasavailableforaparticularcontractset:

WhenBBC’scalculationsshowedadisparityindexexceeding200,BBCreportedanindexof“200+.”Adisparityindexof200+meansthatparticipationwasmorethantwiceasmuchasavailabilityforaparticulargroupforaparticularsetofcontracts.

Whentherewasnoparticipationandnoavailabilityforaparticulargroupforaparticularsetofcontracts,BBCreportedadisparityindexof“100,”indicatingparity.

B. Disparity Analysis Results 

BBCmeasureddisparitiesbetweentheparticipationandavailabilityofminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesforvarioussetsofcontractsthattheCityawardedduringthestudyperiod.

Minority‐and woman‐owned businesses.BBCexaminedtheavailabilityofminority‐andwoman‐ownedbusinessesforvariouscontractssetstoassessthedegreetowhichtheymayhavebeenunderutilizedonvarioustypesofCitywork.

Overall.Figure7‐2presentsdisparityindicesforallrelevantprimecontractsandsubcontractsthattheCityawardedduringthestudyperiod.Thelinedownthecenterofthegraphshowsadisparityindexlevelof100,whichindicatesparitybetweenparticipationandavailability.Disparityindicesoflessthan100indicatedisparitiesbetweenparticipationandavailability(i.e.,underutilization).Forreference,alineisalsodrawnatadisparityindexlevelof80,becausesomecourtsuse80asthethresholdforwhatindicatesasubstantialdisparity.AsshowninFigure7‐2,overall,theparticipationofminority‐andwoman‐ownedbusinessesincontractsthattheCityawardedduringthestudyperiodwassubstantiallylowerthanwhatonemightexpectbasedontheavailabilityofthosebusinessesforthatwork.Thedisparityindexof75indicatesthatminority‐andwoman‐ownedbusinessesreceivedapproximately$0.75foreverydollarthattheymightbeexpectedtoreceivebasedontheiravailabilityfortherelevantprimecontractsandsubcontractsthattheCityawardedduringthestudyperiod.Disparityanalysisresultsbyindividualracial/ethnicandgendergroupindicatedthat:

Fourgroupsexhibiteddisparityindicessubstantiallybelowparity:non‐Hispanicwhitewoman‐ownedbusinesses(disparityindexof62),BlackAmerican‐ownedbusinesses(disparityindexof56),HispanicAmerican‐ownedbusinesses(disparityindexof20),andNativeAmerican‐ownedbusinesses(disparityindexof5).

AsianAmerican‐ownedbusinesses(disparityindexof200+)didnotexhibitadisparity.

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Figure 7‐2. Disparity indices by group 

Note: 

For more detail, see Figure F‐2 in Appendix F. 

 

Source: 

BBC Research & Consulting disparity analysis. 

Contract role. Subcontractstendtobemuchsmallerinsizethanprimecontracts.Asaresult,subcontractsareoftenmoreaccessiblethanprimecontractstominority‐andwoman‐ownedbusinesses.Thus,itmightbereasonabletoexpectbetteroutcomesforminority‐andwoman‐ownedbusinessesonsubcontractsthanonprimecontracts.Figure7‐3presentsdisparityindicesforallrelevantgroupsforprimecontractsandsubcontracts.AsshowninFigure7‐3,minority‐andwoman‐ownedbusinessesconsideredtogethershowedasubstantialdisparityforbothprimecontracts(disparityindexof76)andsubcontracts(disparityindexof69).

Figure 7‐3. Disparity indices for prime contracts and subcontracts  

Note: 

For more detail, see Figures F‐9 and  F‐10 in Appendix F. 

 

Source: 

BBC Research & Consulting  disparity analysis. 

 

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Resultsforindividualgroupsindicatedthat:

AllgroupsshowedsubstantialdisparitiesonprimecontractsexceptforAsianAmerican‐ownedbusinesses(disparityindexof200+).

Allgroupsshowedsubstantialdisparitiesonsubcontractsexceptfornon‐Hispanicwhitewoman‐ownedbusinesses(disparityindexof94).

Industry.BBCexamineddisparityanalysisresultsseparatelyfortheCity’sconstruction;architectureandengineering;otherprofessionalservices;andgoodsandgeneralservicescontracts.Figure7‐4presentsdisparityindicesforallrelevantgroupsbycontractingarea.AsshowninFigure7‐4,minority‐andwoman‐ownedbusinessesconsideredtogethershowedsubstantialdisparitiesforeachrelevantindustryexceptotherprofessionalservices(disparityindexof193).

Figure 7‐4. Disparity analysis results by relevant industry  

Note: 

For more detail, see Figures  F‐5, F‐6, F‐7, and F‐8 in Appendix F. 

 

Source: 

BBC Research & Consulting  disparity analysis. 

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Disparityanalysisresultsdifferedbyindustryandgroup:

Threeindividualgroupsshowedsubstantialdisparitiesonconstructioncontracts:AsianAmerican‐ownedbusinesses(disparityindexof13),BlackAmerican‐ownedbusinesses(disparityindexof23),andHispanicAmerican‐ownedbusinesses(disparityindexof35).

AllindividualgroupsshowedsubstantialdisparitiesonarchitectureandengineeringcontractsexceptforAsianAmerican‐ownedbusinesses(disparityindexof200+).

Threeindividualgroupsshowedsubstantialdisparitiesonotherprofessionalservicescontracts:HispanicAmerican‐ownedbusinesses(disparityindexof8),NativeAmerican‐ownedbusinesses(disparityindexof0),andnon‐Hispanicwhitewoman‐ownedbusinesses(disparityindexof29).

AllindividualgroupsshowedsubstantialdisparitiesongoodsandservicescontractsexceptforAsianAmerican‐ownedbusinesses(disparityindexof200+).

Figure 7‐5. Disparity analysis results by  contract goals status 

Note: 

Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

For more detail, see Figures F‐11 and F‐12 in  Appendix F.  

Source: 

BBC Research & Consulting availability analysis. 

Goal status.TheCityusedSWaMcontractgoalstoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,andwoman‐ownedbusinessesinmanyofthecontractsthatitawardedduringthestudyperiod.SWaMgoalsonlyappliedtoselectconstructioncontractsduringthestudyperiod.ItisusefultoexaminedisparityanalysisresultsseparatelyforcontractsthattheCityawardedwiththeuseofSWaMcontractgoals(goalscontracts)andcontractsthattheCityawardedwithouttheuseofgoals(nogoalscontracts)toassesstheeffectivenessofthosegoalstoaddressanydisparitiesbetweenparticipationandavailability.Figure7‐5presentsdisparityindicesseparatelyforgoalsandnogoalscontracts.AsshowninFigure7‐5,minority‐andwoman‐ownedbusinessesconsideredtogetheractuallyshowedasubstantialdisparityforgoalscontracts(disparityindexof55)butnotfornogoalscontracts

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(disparityindexof85).ResultsforindividualgroupsindicatedthatSWaMcontractgoalsmaybemoreeffectiveinaddressingdisparitiesforcertaingroupsthanothers:

Non‐Hispanicwhitewoman‐ownedbusinessesdidnotexhibitasubstantialdisparityongoalscontracts(disparityindexof88)butallotherindividualgroupsdidexhibitsubstantialdisparities.

AllindividualgroupsshowedsubstantialdisparitiesonnogoalscontractsexceptforAsianAmerican‐ownedbusinesses(disparityindexof200+).

Time period.BBCalsoexamineddisparityanalysisresultsseparatelyfortwoseparatetimeperiods:July1,2012throughJune30,2015(earlystudyperiod)andJuly1,2015throughJune30,2017(latestudyperiod).ThatinformationmighthelptheCitydeterminewhetherthereweredifferentoutcomesforminority‐andwoman‐ownedbusinessesasthecountrymovedfurtherandfurtherfromtheeconomicdownturnthatbeganin2008.Figure7‐6presentsdisparityindicesforallrelevantracial/ethnicandgendergroupsseparatelyfortheearlyandlatestudyperiods.AsshowninFigure7‐6,disparityanalysisresultswereverysimilarbetweentheearlyandlatestudyperiods.Minority‐andwoman‐ownedbusinessesshowedsubstantialdisparitiesforcontractsthattheCityawardedintheearlystudyperiod(disparityindexof75)andinthelatestudyperiod(disparityindexof74).ResultsforindividualgroupsindicatedthatthatallgroupsshowedsubstantialdisparitiesinbothtimeperiodswiththeexceptionofAsianAmerican‐ownedbusinesses,whichdidnotshowadisparityineithertimeperiod.

Figure 7‐6. Disparity indices for early and late study period 

Note: 

For more detail, see Figures F‐2 and F‐3 in Appendix F. 

 

Source: 

BBC Research & Consulting  disparity analysis. 

Service‐disabled veteran‐owned businesses. Similarly,BBCcomparedparticipationtoavailabilityforservice‐disabledveteran‐ownedbusinessesinCitywork.Thedisparityanalysisindicatedthatservice‐disabledveteran‐ownedbusinessesexhibitedadisparityindexof

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Figure 7‐7.  Monte Carlo Analysis 

BBC used a Monte Carlo approach to randomly select businesses to win each individual contract element that the study team included in its analyses. For each contract element, BBC’s availability database provided information on individual businesses that are available for that contract element based on type of work, contractor role, and contract size. BBC assumed that each available business had an equal chance of winning the contract element, so the odds of a business from a certain group winning it were equal to the number of businesses from that group available for it divided by the total number of businesses available for it. The Monte Carlo simulation then randomly chose a business from the pool of available businesses to win the contract element.  

The Monte Carlo simulation repeated the above process for all contract elements in a particular contract set. The output of a single Monte Carlo simulation for all contract elements in the set represented the simulated participation of minority‐ and woman‐owned businesses for that set of contract elements. The entire Monte Carlo simulation was then repeated 1 million times for each contract set. The combined output from all 1 million simulations represented a probability distribution of the overall participation of minority‐ and woman‐owned businesses if contracts were awarded randomly based only on the availability of relevant businesses working in the local marketplace. 

The output of the Monte Carlo simulations represents the number of simulations out of 1 million that produced simulated participation that was equal or below the actual observed participation for each racial/ethnic and gender group and for each set of contracts. If that number was less than or equal to 25,000 (i.e., 2.5% of the total number of simulations), then BBC considered the corresponding disparity index to be statistically significant at the 95 percent confidence level. If that number was less than or equal to 50,000 (i.e., 5.0% of the total number of simulations), then BBC considered that disparity index to be statistically significant at the 90 percent confidence level. 

6,indicatingthattheiractualparticipationinCitycontractingwassubstantiallylessthantheiravailability.

C. Statistical Significance 

Statisticalsignificancetestsallowresearcherstotestthedegreetowhichtheycanrejectrandomchanceasanexplanationforanyobservedquantitativedifferences.Inotherwords,astatisticallysignificantdifferenceisonethatonecanconsidertobereliableorreal.BBCusedaprocessthatreliesonrepeated,randomsimulationstoexaminethestatisticalsignificanceofdisparityanalysisresults.ThatapproachisreferredtoasaMonteCarloanalysis.Figure7‐7describeshowthestudyteamusedMonteCarlototestthestatisticalsignificanceofdisparityanalysisresults.

Results.AsshowninFigure7‐8,resultsfromtheMonteCarloanalysisindicatedthatthedisparitiesonallcontractsforallminority‐andwoman‐ownedbusinesses,Non‐Hispanicwhitewoman‐ownedbusinesses,BlackAmerican‐ownedbusinesses,HispanicAmerican‐ownedbusinesses,andNativeAmerican‐ownedbusinesseswerestatisticallysignificantatthe95percentconfidencelevel.Thesubstantialdisparitiesfoundforthosegroupsduringthelatestudyperiodandonprimecontractswerealsostatisticallysignificantatthe95percentconfidencelevel.

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Figure 7‐8. Monte Carlo simulation results for disparity analysis results 

Business Group

All contracts

Minority‐owned and woman‐owned 75 0 <0.1 %

Non‐Hispanic white woman‐owned 62 0 <0.1 %

Minority‐owned   89 155,185 15.5 %

Asian American‐owned 200+ N/A N/A

Black American‐owned 56 0 <0.1 %

Hispanic American‐owned 19 0 <0.1 %

Native American‐owned 5 0 <0.1 %

Late study period (July 1, 2015 ‐ June 30, 2017)

Minority‐owned and woman‐owned 74 6,199 0.6 %

Non‐Hispanic white woman‐owned 65 191 N/A

Minority‐owned   82 199,758 20.0 %

Asian American‐owned 200+ N/A N/A

Black American‐owned 61 10,411 1.0 %

Hispanic American‐owned 13 2 <0.1 %

Native American‐owned 1 0 <0.1 %

Prime contracts

Minority‐owned and woman‐owned 76 0 <0.1 %

Non‐Hispanic white woman‐owned 55 0 <0.1 %

Minority‐owned   97 408,306 40.8 %

Asian American‐owned 200+ N/A N/A %

Black American‐owned 61 5 <0.1 %

Hispanic American‐owned 13 0 <0.1 %

Native American‐owned 5 0 <0.1 %

Probability of observed 

disparity occurring due 

to "chance"

Disparity 

index

Number of simulation runs out 

of one million that replicated 

observed utilization

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CHAPTER 8. 

Program Measures   

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CHAPTER 8. Program Measures 

AspartofimplementingtheSmall,Women‐Owned,andMinority‐ownedBusiness(SWaM)Program,theCityofVirginiaBeach(theCity)usesvariousrace‐andgender‐neutralmeasurestoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesinitscontracting.1Race‐andgender‐neutralmeasuresaremeasuresthataredesignedtoencouragetheparticipationofallbusinesses—or,allsmallbusinesses—inanorganization’scontracting.Participationinsuchmeasuresisnotlimitedtominority‐andwoman‐ownedbusinesses.Incontrast,race‐andgender‐consciousmeasuresaremeasuresthataredesignedtospecificallyencouragetheparticipationofminority‐andwoman‐ownedbusinessesinanorganization’scontracting(e.g.,usingminority‐ownedbusinesssubcontractinggoalsonindividualcontracts).TheCitydoesnotcurrentlyimplementanyrace‐orgender‐consciousmeasures.

BBCResearch&Consulting(BBC)reviewedmeasuresthattheCitycurrentlyusestoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesinitscontracting.Inaddition,BBCreviewedrace‐andgender‐neutralmeasuresthatotherorganizationsintheregionuse.ThatinformationisinstructivebecauseitallowsanassessmentofthemeasuresthattheCityiscurrentlyusingandanassessmentofadditionalmeasuresthattheorganizationcouldconsiderusinginthefuture.BBCreviewedtheCity’sprogrammeasuresinthreeparts:

A. Programoverview;

B. Race‐andgender‐neutralmeasures;and

C. Otherorganizations’programmeasures.

A. Program Overview 

TheCityimplementstheSWaMProgramtoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesinitscontracting.TheCitybeganimplementingtheSWaMProgram—whichwasmodelledaftertheCommonwealthofVirginia’sSWaMProgram—in2007.InordertobeSWaM‐certified,abusinessmustbe:

Asmallbusinesswith250orfeweremployees,oraverageannualgrossreceiptsof$10millionorlessoverthepreviousthreeyears;

1“Woman‐ownedbusinesses”referstonon‐Hispanicwhitewoman‐ownedbusinesses.Informationandresultsforminority‐andwoman‐ownedbusinessesareincludedalongwiththeircorrespondingracial/ethnicgroups.

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Aminority‐ownedbusinessthatisatleast51percentownedandcontrolledbyoneormoreminorityindividualswhoareUnitedStatescitizensorlegalresidentaliens;

Awoman‐ownedbusinessthatisatleast51percentownedandcontrolledbyoneormorewomenwhoareU.S.citizensorlegalresidentaliens;or

Aservice‐disabledveteran‐ownedbusinessthatisatleast51percentownedandcontrolledbyservice‐disabledveteranswhoarecertifiedassuchbytheVirginiaDepartmentofVeteranServices.2

TheCity’sFinanceDepartmentPurchasingDivisionisresponsibleformonitoringprogressrelatedtotheparticipationofSWaM‐certifiedbusinessesinCitycontracts;maintainingalistofSWaM‐certifiedbusinesses;anddevelopingplanstoincreasetheparticipationofSWaMbusinesses.Inaddition,in2008,theCityofVirginiaBeachCityCounciladoptedaresolutionestablishingacitywideaspirationalgoalof10percentminority‐ownedbusinessparticipationinCitycontracts.Theresolutionappliestoconstruction;architectureandengineering;andgoodsandservicescontractswithparticularemphasisonconstructionandarchitectureandengineeringforwhichthereissubstantiallocalmarketcompetition.

B. Race‐ and Gender‐Neutral Measures 

TheCityusesmyriadrace‐andgender‐neutralmeasurestoencouragetheparticipationofsmallbusinesses—includingmanyminority‐,woman‐,andservice‐disabledveteran‐ownedbusinesses—initscontracting.TheCityusesthefollowingtypesofrace‐andgender‐neutralmeasures:

Businessdevelopmentprograms;

Advocacyandoutreachefforts;

Financialincentives;

TheSWaMMentorshipProgram;

Entrepreneur‐in‐ResidenceProgram;

TheBondWaiver/PrequalificationProgram;and

TheSmallBusinessEnhancementProgram.

Business development programs.TheCityoffersbusinessdevelopmentopportunitiestosmallbusinessesthroughaseriesofworkshopsandprograms.

Small Business Development Workshop Series.TheCityhostsaseriesoffreeeducationworkshopsontopicsrangingfrombusinessfinancingtocybersecurity.Theworkshopsaredesignedtoeducatesmallbusinessownersaboutkeyfactorsneededtodevelopandgrowtheirbusinesses.Workshopsareheldquarterlyandarefreetoattend.

2AlthoughtheCommonwealthofVirginiaisthesolecertifyingagencyfortheSWaMProgram,theCityofVirginiaBeachallowsbusinessestoself‐certifyasservice‐disabledveteran‐ownedbusinesses.

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Contractors Institute (CI).InpartnershipwiththeSoutheasternSmallBusinessDevelopmentCenter,theCityoffersaseriesofbusinesseducationsessionscalledCI.CIprovidessmallbusinesseswithtraininginthepreparationofsubmittingbidsandproposalstolocal,state,andfederalgovernmentagencies.Todate,98smallbusinessesthroughouttheHamptonRoadsregionhavecompletedthethree‐dayprogram,andsmallbusinesseshavebeenawarded23primecontractsafterattendingtheprogram.

Advocacy and outreach efforts.TheCityalsoparticipatesinvariousadvocacy,educational,andoutreachefforts.

Project information sessions. TheDepartmentsofPublicUtilitiesandPublicWorkshostprojectinformationsessionsthroughouttheyeartoprovideinformationaboutupcomingprojects.TheCitytriestoholdprojectsessionsthreetosixmonthspriortomajorsolicitationstoallowbusinessesampleopportunitytoprepareforthesolicitationasaprimecontractororsubcontractor.ProjectmanagersfromtheDepartmentsofPublicUtilitiesandPublicWorksalsoattendthesesessionstoprovidedetailsrelatedtorequestedscopesofservicesandtonetworkwithbusinessownersandrepresentatives.

Hampton University Small Business Center. TheCitypartnerswithHamptonUniversitytohelpitidentifySWaM‐certifiedbusinessesthatareavailableforCityandprivatesectorcontracts.HamptonUniversitythendistributesnoticestothosebusinessesregardingupcomingandfuturenetworkingevents,educationalworkshops,andsolicitations.TheUniversityalsoprovidesassistancewithbidandproposalsubmissions.

Procurement Opportunity Committee (POC).TheCityformedthePOCin2015toassistsmallbusinessesinsuccessfullypursuingcontractingopportunities.TheCity’sPurchasingAgent,SeniorProcurementSpecialist,DepartmentalRepresentatives,SWaMBusinessDevelopmentManager,andtheMinorityBusinessCoordinatorsserveasPOCmembers.POCofferscoaching,mentoring,outreach,andeducationtolocalsmallbusinesses.Todate,firmsparticipatinginPOChavebeenawardedmorethan$1millioninCitycontracts.

Small Business Mentorship Program. TheCitypartnerswithlocaluniversitiesandbusinessleaderstoimplementtheSmallBusinessMentorshipProgram.Theprogramprovidestailoredmentoringtosmallbusinessesandminority‐andwoman‐ownedbusinesses.Theprogramisfreeandoffersmentoringintheareasofhumanresources,informationtechnology,finance,andmarketing.

Financial incentives.TheCityoffersavarietyoffinancialincentivestoqualifyingneworexpandingbusinesstoassistwithvariousbusinesscosts.TheCity’sofferingsinclude:

TheEconomicDevelopmentInvestmentProgram(EDIP),whichprovidesgrantstoqualifyingbusinessesforinfrastructureimprovementsandotherbusinessprojects;

TheViBeCreativeDistrictMatchingGrantProgram,whichprovidesgrantstoqualifyingbusinesseswithinparticularCityboundariesforbuildingimprovements,equipmentpurchases,ormodernizationprojects;and

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Industrialrevenuebondstoprovidefinancialassistancetoprivatesectorentitiesfortheacquisitionandconstructionofindustrialandcommercialfacilities.

TheCityalsooffersenergy‐efficientbuildingtaxreductions,datacentertaxreductions,andadditionaltaxandbusinesslicensingincentivestosupportbusinessformationandgrowththroughoutVirginiaBeach.

SWaM Mentorship Program.TheCity’sSWaMMentorshipProgramprovidestailoredbusinessmentoringtosmallbusinessesthroughoutVirginiaBeach.TheCitypartnerswithlocaluniversitiesandbusinessleaderstoprovideproject‐specificmentoring,handsonbusinessmentoring,andfocusgrouptrainingintheareasofhumanresources,informationtechnology,finance,andmarketing.Theprogramisfreeofchargeforqualifyingsmallbusinesses.

TheCityalsopartnerswithServiceCorpsofRetiredExecutives(SCORE)—anationalnonprofitassociationthatoffersfreeeducation,counseling,andrelatedresourcesforstartingandexpandingsmallbusinesses—tooffermentorservices.SCOREprovidesfreementoringandlow‐costtrainingandconductsavarietyofworkshopsonlineandinpersonthataddressmanyoftheessentialstrategiesnecessaryforestablishingandmanagingsuccessfulbusinesses.

Entrepreneur‐in‐Residence Program.TheCitypartnerswith1701—VirginiaBeach'sfirstcollaborativecoworkingspacelocatedintheViBeCreativeDistrict—toprovidecoworkingspaceandservicestoconnectlocalbusinessesandsupportbusinessdevelopment.Theprogramoffersnetworkingevents,socialmediaandmagazinepromotion,classesandworkshops,businessmentoring,andvariousotherbusinesssupportiveservices.Businessescanalsoapplytoearnthreemonthsoffreecoworkingofficespace.

Bond Waiver/Prequalification Program.TheVirginiaBeachCityCounciladoptedtheBondWaiver/PrequalificationProgramin2011toassistsmallbusinesses,minority‐,woman‐,andservice‐disabledveteran‐ownedbusinessesinsecuringcontractingopportunitieswithouttheadditionalburdenofbid,performance,andpaymentbondcosts.TheCityappliestheprogramtonon‐transportationconstructionprojectsvaluedbetween$100,000and$500,000.

Small Business Enhancement Program (SBEP).TheCitybeganimplementingSBEPin2012.TheprogramrequiresprimecontractorswhochoosetosubcontractanyportionofaCityconstructioncontracttosubcontractaminimumof50percentofthesubcontractedworktoSWaM‐certifiedbusinesses.

C. Other Organizations’ Program Measures 

Inadditiontotherace‐andgender‐neutralmeasuresthattheCitycurrentlyuses,thereareanumberofrace‐andgender‐neutralprogrammeasuresthatotherorganizationsinVirginiausetoencouragetheparticipationofminority‐andwoman‐ownedbusinessesintheircontracting.Figure8‐1providesexamplesofthosemeasures.

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Figure 8‐1. Examples of race‐ and gender‐neutral program measures that other organizations in Virginia use 

Type Examples of Program Measures

The Virginia Department of Housing and Community Development (DHCD) offers the Virginia 

Individual Development Accounts (VIDA) program to encourage saving and improve personal 

financial management. DHCD provides matching funds for individuals who are saving for specific 

purposes, such as homeownership, education, or business start‐ups. VIDA funds can be used for 

various expenses that help individuals start or expand their businesses, including business 

equipment, inventory, or post‐secondary education tuition payments. Participants receive $8 in 

match funds for every $1 they save, up to $4,000. They also receive technical training and 

support.

The Virginia Economic Development Partnership has established the Virginia Small Business 

Financing Authority (VSBFA)—the Commonwealth of Virginia’s business and economic 

development financing arm—to provide capital to businesses for economic growth and 

expansion. The financing comes in many different forms, including loans, bonds, and grants. The 

VSBFA also has weekly business development events which are offered free of charge. The 

events cover topics such as working with the Commonwealth and Federal Disadvantaged 

Business Enterprise (DBE) requirements. VSBFA also offers one‐on‐one business counseling. 

The Franklin County Office of Economic Development offers a number of grant opportunities to 

assist businesses with growth and expansion. The Franklin County Job Creation Grant is available 

to all businesses—new or expanding, in any industry—that are investing in the local economy 

and creating local jobs. The grant amount depends on the size of the business’s investment and 

the number of jobs it creates within Franklin County. The Franklin County Training Grant is 

available to local employers for supporting training related to business expansions. The grant 

can also be used to train employees. Businesses can receive up to $150 per employee. Grants 

are limited to $5,000 per request.

Hiscox and Hartford Insurance both offer various types of small business insurance, including 

general and professional liability; errors and omissions; and workers’ compensation insurance. 

Both companies offer free risk assessment to help small businesses select tailored insurance 

products to cover their needs. 

Mentor‐Protégé 

Programs

THRIVE Mentor Network has partnered with the Small Business Development Centers, George 

Mason University, Chamber Richmond Virginia , and the Small Business Administration to help 

individuals and small businesses with every aspect of starting, running, and growing a business. 

Registration is free, and events are held on a weekly basis. Business owners have the option to 

choose their own mentor. THRIVE also provides learning guides, which cover a variety of topics 

related to starting and operating a business.

Capital, Bonding, 

and Insurance

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Figure 8‐1. (continued) Examples of race‐ and gender‐neutral program measures that other organizations in Virginia use 

Type Examples of Program Measures

Mentor‐Protégé 

Programs

The Hampton Roads Chamber of Commerce and the Small Business Development Centers of 

Hampton Roads created the PROPEL Mentor‐Protégé Program to provide extensive support and 

training to small businesses. The program begins with a seven‐week Business Bootcamp and 

then provides follow‐up counseling and monthly mentoring. Mentoring is provided for two 

years, and participants are matched with successful entrepreneurs recruited from the 

Entrepreneur Organization, the Chamber Board of Directors, and other organizations 

throughout the region. Participants also benefit from peer‐to‐peer mentoring during monthly 

Protégé Round Up meetings. Tuition for this program is $400 per student and covers all training 

materials and follow‐up support.

The Virginia Chamber of Commerce offers businesses the opportunity to market themselves 

amongst top executives in Virginia. The Virginia Chamber hosts business recognition events and 

conferences on a monthly basis. Events typically cost between $95 and $125 per attendee. The 

Virginia Chamber has also developed a nonprofit association for CEOs of small‐ to mid‐size 

businesses called the Virginia Council of CEOs. The association allows CEOs to learn and grow 

from one another. It currently has 200 members.

The National Seminars Training is an organization that offers educational training and seminars 

across the county. The organization offer a number of workshops and seminars throughout 

Virginia to business professionals in all industries. The seminars cost anywhere from $99 for a 

one‐day seminar to $900 for more intensive multi‐day workshops. Seminars cover a variety of 

topics, from human resource and payroll law to using Excel and project management. Seminars 

are offered throughout the state on a regular basis. Individuals can register for a seminar 

through the National Seminars Training website.

The City of Norfolk offers a series of business training seminars through its Small Business 

Initiative (SBI). Seminars are suitable for all stages of business growth, free of charge, and cover 

a variety of topics, including business planning, online marketing, financing, networking, and 

contracting with government agencies. Recent seminars have covered cash flow management, 

bookkeeping, tax planning, social media marketing, and search engine optimization. SBI also 

offers one‐on‐one business consultations, networking opportunities, and empowerment events. 

The Association of Procurement Technical Assistance Centers (APTAC) is a national nonprofit 

that offers Procurement Technical Assistance Programs (PTAP) across the country. Its mission is 

to expand the number of businesses capable of participating in the public sector. The Virginia 

PTAP provides counseling, training, special events, and bid match services to businesses. 

Counseling is free for Virginia‐based businesses as long as they register with APTAC. The 

program provides business counseling specifically related to federal set‐asides, certification 

requirements, and pre‐ and post‐contract award compliance. Counseling meetings are 

conducted in person and scheduled on a first‐come first‐served basis. Counseling sessions 

typically last one hour. PTAP offers a number of other business trainings, both in person and via 

webinar. Trainings are held quarterly and cover procurement‐related topics. Most trainings are 

offered at no charge but some require a small fee. The City has partners with the organizations 

local chapter to facilitate a number of trainings and workshops.

Technical 

Assistance, 

Education, and 

Networking

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CHAPTER 9. 

Program Implementation   

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CHAPTER 9. Program Implementation 

ThedisparitystudyprovidessubstantialinformationthattheCityofVirginiaBeach(theCity)shouldconsidertorefineitsimplementationoftheSmall,Women‐Owned,andMinority‐ownedBusiness(SWaM)Programandbetterencouragetheparticipationofminority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesinCitycontracting.Below,BBCpresentsseveralkeyconsiderationsthattheCityshouldmake.

Overall Goals  

In2010,theCityadoptedanannualaspirationalgoalof10percentforminority‐ownedbusinessparticipationinCitycontracts.Eachyear,theCityusesmyriadrace‐andgender‐neutralmeasurestoencouragetheparticipationofminority‐ownedbusinessesaswellaswoman‐ownedbusinessesandservice‐disabledveteran‐ownedbusinessesinitscontracting.Resultsfromthedisparitystudy—particularlytheavailabilityanalysisandanalysesofmarketplaceconditions—canbehelpfultotheCityinrevisingitsoverallgoalforminority‐ownedbusinesses.ResultsfromthedisparitystudycanalsobehelpfultotheCityinestablishingoverallgoalsforwoman‐ownedandservice‐disabledveteran‐ownedbusinessesifitdeemsthemappropriate.TheCityshouldconsiderwhetheritisappropriatetoestablishseparategoalsforminority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesorwhetheritwillcountparticipationofthosebusinessestowardsoneoverallgoal.

Base.TheavailabilityanalysisprovidedinformationthattheCitycanuseasabasisforitsoverallgoal,orgoals.Figure9‐1presentstheavailabilityofminority‐andwoman‐ownedbusinessesfortheconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicesprimecontractsandsubcontractsthattheCityawardedduringthestudyperiod.AsshowninFigure9‐1,consideringallindustriestogether,minority‐ownedbusinessesmightbeexpectedtoreceive12.0percentofCitycontractingdollars,andwoman‐ownedbusinessesmightbeexpectedtoreceive13.3percentoftheCitycontractingdollars.1Similarly,BBCexaminedtheoverallavailabilityofservice‐disabledveteran‐ownedbusinessesforCitywork.Theavailabilityanalysisindicatedthatservice‐disabledveteran‐ownedbusinessesmightbeexpectedtoreceive11.9percentofCitycontractingdollars.TheCitycouldalsoconsidersettingoverallgoalsseparatelyforitsconstruction;architectureandengineering,otherprofessionalservices;andgoodsandservicescontractsandprocurements.Forexample,asindicatedbyFigure9‐1,theCitycouldestablishanoverallminority‐andwoman‐ownedbusinessgoalof19.8percentforconstructioncontracts.

   

1Theavailabilityofminority‐andwoman‐ownedbusinessesforallindustriesconsideredtogetherreflectsaweightof0.45forconstruction;0.13forarchitectureandengineering;0.17forotherprofessionalservices;and0.26forgoodsandservices,basedonthevolumeofdollarsthattheCityspentduringthestudyperiodineachindustry.

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Figure 9‐1. Availability of minority‐ and woman‐owned businesses for City contracts 

Note:   Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. 

  Total availability represents a dollar‐weighted aggregation of the availability percentages associated with each relevant industry based on the actual dollars that the City spent in each industry during the study period. 

For details, see Figures F‐2, F‐5, F‐6, F‐7, and F‐8 in Appendix F. 

Source:  BBC Research & Consulting availability analysis. 

Goal adjustments. Insettingoverallannualgoals,organizationsoftenexaminevariousinformationtodeterminewhetheranadjustmenttoavailabilityisnecessarytoaccountforpastparticipationofdisadvantagedbusinessesintheircontracting;currentconditionsinthelocalmarketplacefordisadvantagedindividualsandbusinesses;andotherrelevantfactors.TheFederalDisadvantagedBusinessEnterprise(DBE)Program,whichorganizationsoftenuseasamodeltosetandadjusttheiroverallannualgoals,outlinesseveralfactorsthatorganizationsmightconsiderwhenassessingwhethertoadjusttheirgoals:

1. Volumeofworkminority‐andwoman‐ownedbusinesseshaveperformedinrecentyears;

2. Informationrelatedtoemployment,self‐employment,education,training,andunions;

3. Informationrelatedtofinancing,bonding,andinsurance;and

4. Otherrelevantdata.

1. Volume of work disadvantaged businesses enterprises have performed in recent years. TheUnitedStatesDepartmentofTransportation’s(USDOT’s)“TipsforGoal‐Setting”suggeststhatorganizationsshouldexaminedataonpastparticipationofDBEsintheircontractsinrecentyears.USDOTfurthersuggeststhatorganizationsshouldchoosethemedianlevelofannualDBEparticipationforthoseyearsasthemeasureofpastparticipation:

Yourgoalsettingprocesswillbemoreaccurateifyouusethemedian(insteadoftheaverageormean)ofyourpastparticipationtomakeyouradjustmentbecausetheprocessofdeterminingthemedianexcludesalloutlier(abnormallyhighorabnormallylow)pastparticipationpercentages.2

2SectionIII(A)(5)(c)inUSDOT’s“TipsforGoal‐SettingintheFederalDisadvantagedEnterprise(DBE)Program.”http://www.osdbu.dot.gov/DBEProgram/tips.cfm

Industry

Construction 10.2% 9.6% 19.8%

Architecture and engineering 14.0% 18.6% 32.6%

Other professional services 16.0% 10.3% 26.3%

Goods and services 11.4% 18.8% 30.3%

All industries 12.0% 13.3% 25.2%

Minority‐owned White woman‐owned

Business type

Total

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IftheCityweretouseanapproachsimilartotheonethatUSDOToutlinesin“TipsforGoalsSetting,”itmightconsidertakingtheaverageofitsoverallannualgoalwiththemedianpastparticipationtoadjustitsgoals.

2. Information related to employment, self‐employment, education, training, and unions.Chapter3summarizesinformationaboutconditionsinthelocalcontractingindustryforminorities,women,andminority‐andwoman‐ownedbusinesses.AdditionalinformationaboutquantitativeandqualitativeanalysesofconditionsinthelocalmarketplacearepresentedinAppendicesCandD.BBC’sanalysesindicatethattherearebarriersthatcertainminoritygroupsandwomenfacerelatedtohumancapital,financialcapital,andbusinessownershipinthelocalmarketplace.Suchbarriersmaydecreasetheavailabilityofminority‐ownedbusinesses,woman‐ownedbusinesses,andotherdisadvantagedbusinessestoobtainandperformthecontractsthattheCityawards.TheCityshouldconsiderthatinformationcarefullyindeterminingwhetheranyadjustmentstoitsoverallgoaliswarranted.

3. Information related to financing, bonding, and insurance. BBC’sanalysisofaccesstofinancing,bonding,andinsurancealsorevealedquantitativeandqualitativeevidencethatminorities;women;andminority‐andwoman‐ownedbusinessesintheVirginiaBeachareadonothavethesameaccesstothosebusinessinputsasnon‐Hispanicwhitemenandbusinessesownedbynon‐Hispanicwhitemen(fordetails,seeChapter3andAppendicesCandD).Anybarrierstoobtainingfinancing,bonding,andinsurancemightlimitopportunitiesforminorities,women,andotherdisadvantagedindividualstosuccessfullyformandoperatebusinessesinthelocalmarketplace.SuchbarrierswouldalsoplacethosebusinessesatadisadvantageincompetingforCityprimecontractsandsubcontracts.Thus,theCityshouldalsoconsiderinformationaboutfinancing,bonding,andinsuranceindeterminingwhethertomakeanyadjustmentstoitsoverallgoal.

4. Other factors.TheFederalDBEProgramsuggeststhatorganizationsalsoexamine“otherfactors”whendeterminingwhethertoadjusttheiroverallannualgoals.Forexample,thereisquantitativeevidencethatcertaingroupsofminority‐andwoman‐ownedbusinessesarelesssuccessfulthanbusinessesownedbynon‐Hispanicwhitemenandfacegreaterbarriersinthemarketplace,evenafteraccountingforrace‐andgender‐neutralfactors.Chapter3summarizesthatevidenceandAppendixCpresentscorrespondingquantitativeanalyses.Thereisalsoqualitativeevidenceofbarrierstothesuccessofminority‐andwoman‐ownedbusinesses,aspresentedinAppendixD.Someofthatinformationsuggeststhatdiscriminationonthebasisofrace/ethnicityandgenderadverselyaffectsminority‐andwoman‐ownedbusinessesinthelocalcontractingindustry.

Other Considerations 

BBCidentifiedvariousconsiderationsthattheCityshouldmakebasedondisparitystudyresultsandthestudyteam’sreviewoftheCity’scontractingpracticesandprogrammeasures.Inmakingthoseconsiderations,theCityshouldassesswhetheradditionalresources,changesininternalpolicy,orchangesinlawmayberequired. 

City SWaM office.TheCitydoesnothaveadedicatedofficetoimplementtheSWaMProgramandmonitortheparticipationofSWaM‐certifiedbusinessesinitscontracts.Instead,theCity

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currentlyreliesonstaffwhoworkinthePurchasingDivisiontodoso.TheCityshouldconsiderestablishingadedicatedofficeresponsibleforimplementingtheSWaMprogramandmonitoringprogressthattheCityismakingtowardsencouragingtheparticipationofminority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesinitscontracting.Theofficeshouldhaveenoughdedicatedstafftocarryoutessentialprogramfunctions,potentiallyincluding:

Certifyingbusinessesandassistingthemwithcertificationrequirements;

Developingprogrammeasuresandsupportingdocuments;

Implementingbusinessdevelopmentprograms;

CollectingdataandmonitoringSWaM‐certifiedbusinessparticipationinCitycontracts;

TrainingCitystaffonprogrampoliciesanddatareportingrequirements;and

WorkingwithCitydepartmentstohostnetworkingandoutreachevents.

AlthoughtheCity’sMinorityBusinessCoordinatorcurrentlyworkswithinthePurchasingDivision,theCitymightinsteadconsiderhousingaSWaMOfficewithintheOfficeofEconomicDevelopment.DoingsowouldallowSWaMstafftomoreeffectivelypartnerwiththeOfficeofEconomicDevelopment,whichalreadycarriesoutanumberofactivitiesrelevanttopotentialSWaMOfficeefforts(e.g.,providingbusinessassistanceservices).

Networking and outreach. TheCityhostsandparticipatesinmanynetworkingandoutreacheventsthatincludeinformationaboutbusinessassistance,doingbusinesswiththeCity,andupcomingbidopportunities.TheCitypartnerswithanumberoflocalorganizationstooffersmallbusinesstrainingandassistance.TheCityshouldconsidercontinuingthoseeffortsandconsiderbroadeningitseffortstoincludemorepartnershipswithlocaltradeorganizationsandotherpublicorganizationsthathaveinitiativesinplacetoencouragethegrowthofminority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinesses.TheCitymightalsoconsidercreatingaconsortiumoflocalorganizationsthatwouldjointlyhostquarterlyoutreachandnetworkingeventsaswellastrainingsessionsforbusinessesseekingpublicsectorcontracts.Inaddition,theCityshouldconsiderwaysthatitcanbetterleveragetechnologytonetworkmoreeffectivelywithbusinessesthroughouttheregion.TheCitycouldconsidermakinguseofonlineprocurementfairs,webinars,conferencecalls,andothertoolstoprovideoutreachandtechnicalassistance.

Data collection.TheCitymaintainscomprehensivedataontheprimecontractsandprocurementsthatitawards,andthosedataaregenerallywell‐organizedandcomprehensive.However,theCitydoesnotmaintainanadequatelinkbetweenitscontractingandpaymentinformationandcouldeasilydosoinitscurrentsystems.DoingsowouldallowtheCitytoaccuratelyassesswhethertherearesubstantialdifferencesbetweencontractawardandpaymentamounts.Moreover,theCitydoesnotmaintaincomprehensivedataonsubcontractsthatareassociatedwiththeprimecontractsthatitawards.TheCityshouldconsidercollectingcomprehensivedataonallsubcontracts,regardlessofwhethertheyareperformedbyminority‐ownedbusinesses,woman‐ownedbusinesses,service‐disabledveteran‐ownedbusiness,orbusinessesownedbynon‐Hispanicwhitemenwhoarenotservice‐disabledveterans.Collecting

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dataonallsubcontractswillhelpensurethattheCitymonitorstheparticipationofminority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesasaccuratelyaspossible.Collectingthefollowingdataonallsubcontractswouldbeappropriate:

Subcontractorname,address,phonenumber,andemailaddress;

Typeofassociatedwork;

Subcontractawardamount;and

Subcontractpaid‐to‐dateamounts.

TheCityshouldconsidercollectingthosedataaspartofbidsbutalsorequiringprimecontractorstosubmitdataonsubcontractsaspartoftheinvoicingprocessforallcontracts.TheCityshouldtrainrelevantdepartmentstafftocollectandentersubcontractdataaccuratelyandconsistently.

Growth monitoring.Alongwithworkingtoimproveitscontractingandvendordatasystems,theCitymightalsoconsidercollectingdataontheimpactthattheSWaMProgramhasonthegrowthofminority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesovertime.DoingsowouldrequiretheCitytocollectbaselineinformationonSWaM‐certifiedbusinesses—suchasrevenue,numberoflocations,numberofemployees,andemployeedemographics—andthencontinuetocollectthatinformationfromeachbusinessonanannualbasis.SuchmetricswouldallowtheCitytoassesswhethertheprogramishelpingbusinessesgrowandrefinethemeasuresthatitusesaspartoftheSWaMProgram.

Business certification. TheCitydoesnotcurrentlycertifyminority‐andwoman‐ownedbusinessesorotherdiversebusinessesitselfbutinsteadreliesontheVirginiaDepartmentofSmallBusinessandSupplierDiversity(SBSD)todoso.Somebusinessesparticipatinginin‐depthinterviewsandpublicmeetingscommentedonthedifficultiesandtimerequirementsassociatedwithSBSD’scertificationprocess.TheCitymightconsideroperatingitsowncertificationprocessaspartoftheSWaMProgramalongwithrecognizingSBSD‐certifiedbusinesses.DoingsowouldallowtheCitytocertifyminority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinessesusingcriteriathataremostrelevanttoitslocalmarketplace(e.g.,race/ethnicityofowners,genderofowners,andrevenuerequirements).Developingacertificationprocesswouldrequirenewpoliciesandsubstantialresources.TheCitymightconsiderworkingwithaconsultingfirmthatspecializesincertificationprocessesifitisinterestedindevelopingitsowncertificationprogram.Inaddition,theCityshouldconsiderbusinesssizelimitationsaspartofitscertificationprocess,particularlyrelatingtorevenueandpersonalnetworth.ManyorganizationsthatcertifybusinessesusesizelimitationssetforthbytheUnitedStatesSmallBusinessAdministration.

Subcontract opportunities.Subcontractsoftenrepresentaccessibleopportunitiesforsmallanddiversebusinessestobecomeinvolvedincontracting.However,subcontractingaccountedforarelativelysmallpercentageofthetotalcontractingdollarsthattheCityawardedduringthestudyperiod.Toincreasethenumberofsubcontractopportunities,theCitycouldconsiderimplementingaprogramthatrequiresprimecontractorstosubcontractacertainamountofprojectworkaspartoftheirbidsandproposals,regardlessoftherace/ethnicityorgenderof

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subcontractorowners.Forspecifictypesofcontractswheresubcontractingorpartnershipopportunitiesmightexist,theCitycouldsetaminimumpercentageofworktobesubcontracted.Primecontractorswouldthenhavetomeetorexceedthisthresholdinorderfortheirbidstobeconsideredresponsive.

IftheCityweretoimplementsuchaprogram,itshouldincludeflexibilityprovisionssimilartogoodfaitheffortsprocessesthatwouldrequireprimecontractorstodocumenttheireffortstoidentifyandincludepotentialsubcontractorsintheirproposalsforCitycontracts.TheCityshoulddevelopclearguidelinestodeterminewhethercontractorsaremakinggoodfaitheffortstomeettheminimumsubcontractingrequirement.

Contract goals. TheCityshouldconsiderusingminority‐andwoman‐ownedbusinessgoalsonindividualcontractsthatitawards.DisparityanalysisresultsindicatedthatnearlyallrelevantgroupsshowedsubstantialdisparitiesonthecontractsthattheCityawardedduringthestudyperiod,indicatingthattheyarefacingbarriersaspartoftheCity’scontractingprocesses.BecausetheCityusesmanyrace‐andgender‐neutralmeasurestoencouragetheparticipationofminority‐andwoman‐ownedbusinessesinitscontracting,andbecausethosemeasureshavenotsufficientlyaddresseddisparitiesforseveralindividualgroups,theCitymightconsiderusingcontractgoalsinthefuture.Becausetheuseofsuchgoalswouldbeconsideredarace‐andgender‐consciousmeasure,theCitywillneedtoensurethattheuseofthosegoalsmeetsthestructscrutinystandardofconstitutionalreview,includingshowingacompellinggovernmentalinterestfortheiruseandensuringthattheiruseisnarrowlytailored(fordetails,seeChapter2andAppendixB).Priortoimplementingcontractgoals,theCityshouldconsiderwhetherithasfullyimplementeditsexistingrace‐andgender‐neutralmeasuresandwhetheritcanimplementadditionalrace‐andgender‐neutralmeasurestofurtherencouragetheparticipationofminority‐andwoman‐ownedbusinessesinCitycontracting.

Unbundling large contracts. Ingeneral,minority‐andwoman‐ownedbusinessesexhibitedreducedavailabilityforrelativelylargecontractsthattheCityawardedduringthestudyperiod.Inaddition,aspartofin‐depthinterviewsandpublicmeetings,severalbusinessesownersreportedthatthesizeofgovernmentcontractsoftenservesasabarriertotheirsuccess(fordetails,seeAppendixD).Tofurtherencouragetheparticipationofsmallanddiversebusinesses,theCityshouldconsidermakingeffortstounbundlerelativelylargeprimecontractsandevensubcontractsintoseveralsmallercontracts.Forexample,theCityofCharlotte,NorthCarolinaencouragesprimecontractorstounbundlesubcontractingopportunitiesintosmallercontractpiecesthataremorefeasibleforsmallbusinessesandminority‐andwoman‐ownedbusinessestoworkonandacceptssuchattemptsasgoodfaitheffortsaspartofitscontractinggoalsprogram.Doingsowouldresultinthatworkbeingmoreaccessibletosmallbusinesses,whichinturnmightincreaseopportunitiesforsmallbusinessesandresultingreaterminority‐,woman‐,andservice‐disabledveteran‐ownedbusinessparticipation.

Prompt payment.Aspartofin‐depthinterviews,severalbusinesses,includingmanyminority‐andwoman‐ownedbusinesses,reporteddifficultieswithreceivingpaymentinatimelymanneronCitycontracts,particularlywhentheyworkassubcontractors(fordetails,seeAppendixD).Manybusinessesalsocommentedthathavingcapitalonhandiscrucialtobusinesssuccessandoftenachallengeforsmallbusinesses.Citycontractsincludelanguagetoensure

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promptpaymentofsubcontractors,buttheCityshouldconsiderreinforcingpromptpaymentpolicieswithitsprocurementstaffandprimecontractors.Inaddition,theCitytypicallypayscontractorsviahardcopychecksandcouldconsiderautomatingpayments.Doingsomighthelpensurethatbothprimecontractorsandsubcontractorsreceivepaymentinatimelymanner.Itmayalsohelpensurethatminority‐ownedbusinesses,woman‐ownedbusinesses,andservice‐disabledveteran‐ownedbusinesseshaveenoughoperatingcapitaltoremainsuccessful.

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APPENDIX A. 

Definitions of Terms   

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APPENDIX A. Definitions of Terms 

AppendixAdefinestermsthatareusefultounderstandingtheCityofVirginiaBeachDisparityStudyreport.Thefollowingdefinitionsareonlyrelevantinthecontextofthisreport.

Anecdotal Information 

Anecdotalinformationincludespersonalqualitativeaccountsandperceptionsofspecificincidents—includinganyincidentsofdiscrimination—sharedbyindividualintervieweesorparticipants.

Availability Analysis 

Anavailabilityanalysisassessesthepercentageofdollarsthatonemightexpectaspecificgroupofbusinessestoreceiveoncontractsorprocurementsthataparticularorganizationawards.TheavailabilityanalysisinthisreportisbasedonthematchbetweenvariouscharacteristicsofpotentiallyavailablebusinessesandofprimecontractsandsubcontractsthattheCityofVirginiaBeachawardedduringthestudyperiod.

Business 

Abusinessisafor‐profitenterpriseincludingallofitsestablishmentsorlocationsandincludingsoleproprietorships,corporations,professionalcorporations,limitedliabilitycompanies,limitedpartnerships,limitedliabilitypartnerships,oranyotherpartnershipsregardlessofwhethertheywereformedunderthelawsoftheCommonwealthofVirginia.

Business Listing 

Abusinesslistingisarecordinadatabaseofbusinessinformation.Arecordisconsideredalistinguntilthestudyteamdeterminesthatthelistingactuallyrepresentsabusinessestablishmentwithaworkingphonenumber.

Business Establishment 

Abusinessestablishmentisaplaceofbusinesswithanaddressandaworkingphonenumber.Asinglebusiness,orfirm,canhavemanybusinessestablishments,orlocations.

City of Virginia Beach (City) 

VirginiaBeachisthemostpopulouscityinVirginiaandoneofthe40mostpopulouscitiesintheUnitedStates.TheCityprovidesmyriadservicestothenearly500,000peoplewholiveandworkintheregion.Thoseservicesincludepoliceandfireprotection;healthandmentalhealthservices;roadconstructionandmaintenance;waterandsewageservices;andavarietyofsocialandeconomicservices.

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Commonwealth of Virginia (Commonwealth) 

TheCommonwealthcomprisesvariousagencies,departments,andofficestooverseethefunctionsandmanagementofVirginia.ItalsooperatestheSmall,Woman,andMinority‐ownedBusinessProgram.

Compelling Governmental Interest 

Aspartofthestrictscrutinystandardofconstitutionalreview,agovernmentorganizationmustdemonstrateacompellinggovernmentalinterestinremedyingpastidentifieddiscriminationinordertoimplementrace‐orgender‐consciousmeasures.Anorganizationthatusesrace‐orgender‐consciousmeasuresaspartofacontractingprogramhastheinitialburdenofshowingevidenceofdiscrimination—includingstatisticalandanecdotalevidence—thatsupportstheuseofsuchmeasures.Theorganizationmustassesssuchdiscriminationwithinitsownrelevantgeographicmarketarea.

Consultant 

Aconsultantisabusinessthatperformsprofessionalservicescontracts.

Contract 

Acontractisalegallybindingrelationshipbetweenthesellerofgoodsorservicesandabuyer.Thestudyteamoftenusesthetermcontractsynonymouslywithprocurement.

Contract Element 

Acontractelementiseitheraprimecontractorasubcontract.

Contractor

Acontractorisabusinessthatperformsconstructioncontracts.

Control 

Controlmeansexercisingmanagementandexecutiveauthorityofabusiness.

Custom Census Availability Analysis 

Acustomcensusavailabilityanalysisisoneinwhichresearchersattemptsurveyswithpotentiallyavailablebusinessesworkinginthelocalmarketplacetocollectinformationaboutkeybusinesscharacteristics.Researchersthentakesurveyinformationaboutpotentiallyavailablebusinessesandmatchthemtothecharacteristicsofprimecontractsandsubcontractsthatanorganizationactuallyawardedduringthestudyperiodtoassessthepercentageofdollarsthatonemightexpectaspecificgroupofbusinessestoreceiveoncontractsorprocurementsthattheorganizationawards.Acustomcensusavailabilityapproachisacceptedintheindustryasthepreferredmethodforconductingavailabilityanalyses,becauseittakesseveraldifferentfactorsintoaccount,includingbusinesses’primarylinesofworkandtheircapacitytoperformonanorganization’scontracts.

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Disparity 

Adisparityisadifferenceorgapbetweenanactualoutcomeandsomebenchmark.Inthisreport,thetermdisparityreferstoadifferencebetweentheparticipationofaspecificgroupofbusinessesinCitycontractingandtheavailabilityofthatgroupforCitywork.

Disparity Analysis 

AdisparityanalysisexamineswhetherthereareanydifferencesbetweentheparticipationofaspecificgroupofbusinessesinCitycontractingandtheavailabilityofthatgroupforCitywork.

Disparity Index 

AdisparityindexiscomputedbydividingtheactualparticipationofaspecificgroupofbusinessesinCitycontractingbytheavailabilityofthatgroupforCityworkandmultiplyingtheresultby100.Smallerdisparityindicesindicatelargerdisparities.

Dun & Bradstreet (D&B) 

D&Bistheleadingglobalprovideroflistsofbusinessestablishmentsandotherbusinessinformationforspecificindustrieswithinspecificgeographicalareas(fordetails,seewww.dnb.com).

Enterprise  

Anenterpriseisaneconomicunitthatcouldbeafor‐profitbusinessorbusinessestablishment;nonprofitorganization;orpublicsectororganization.

Firm 

Seebusiness.

Industry 

Anindustryisabroadclassificationforbusinessesprovidingrelatedgoodsorservices(e.g.,constructionorotherprofessionalservices).

Local Marketplace 

Seerelevantgeographicmarketarea.

Majority‐owned Business 

Amajority‐ownedbusinessisafor‐profitbusinessthatisatleast51percentownedandcontrolledbynon‐Hispanicwhitemenwhoarenotservicedisabledveterans.

Minority 

Aminorityisanindividualwhoidentifieswithoneofthefollowingracial/ethnicgroups:AsianAmericans,BlackAmericans,HispanicAmericans,orNativeAmericans.

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Minority‐owned Business 

Aminority‐ownedbusinessisabusinesswithatleast51percentownershipandcontrolbyindividualswhoidentifythemselveswithoneofthefollowingracial/ethnicgroups:AsianAmericans,BlackAmericans,HispanicAmericans,orNativeAmericans.Abusinessdoesnothavetobecertifiedtobeconsideredaminority‐ownedbusinessinthisstudy.(Thestudyteamconsideredbusinessesownedbyminoritywomenasminority‐ownedbusinesses.)

Narrow Tailoring 

Aspartofthestrictscrutinystandardofconstitutionalreview,agovernmentorganizationmustdemonstratethatitsuseofrace‐andgender‐consciousmeasuresisnarrowlytailored.Thereareanumberoffactorsthatacourtconsiderswhendeterminingwhethertheuseofsuchmeasuresisnarrowlytailored,including:

a) Thenecessityofsuchmeasuresandtheefficacyofalternative,race‐andgender‐neutralmeasures;

b) Thedegreetowhichtheuseofsuchmeasuresislimitedtothosegroupsthatactuallysufferdiscriminationinthelocalmarketplace;

c) Thedegreetowhichtheuseofsuchmeasuresisflexibleandlimitedinduration,includingtheavailabilityofwaiversandsunsetprovisions;

d) Therelationshipofanynumericalgoalstotherelevantbusinessmarketplace;and

e) Theimpactofsuchmeasuresontherightsofthirdparties.

Non‐response Bias 

Non‐responsebiasoccursinsurveyresearchwhenparticipants’responsestosurveyquestionstheoreticallydifferfromthepotentialresponsesofindividualswhodidnotparticipateinthesurvey.

Participation 

Seeutilization.

Prime Consultant  

Aprimeconsultantisaprofessionalservicesbusinessthatperformsprofessionalservicesprimecontractsdirectlyforendusers,suchastheCity.

Prime Contract  

Aprimecontractisacontractbetweenaprimecontractor,orprimeconsultant,andanenduser,suchastheCity.

Prime Contractor  

Aprimecontractorisaconstructionbusinessthatperformsprimecontractsdirectlyforendusers,suchastheCity.

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Project 

Aprojectreferstoaconstruction;architectureandengineering;otherprofessionalservices;orgoodsandservicesendeavorthattheCitybidoutduringthestudyperiod.Aprojectcouldincludeoneormoreprimecontractsandcorrespondingsubcontracts.

Race‐ and Gender‐conscious Measures 

Race‐andgender‐consciousmeasuresarecontractingmeasuresthatarespecificallydesignedtoincreasetheparticipationofminority‐andwoman‐ownedbusinessesingovernmentcontracting.Businessesownedbymembersofcertainracial/ethnicgroupsmightbeeligibleforsuchmeasuresbutnototherbusinesses.Similarly,businessesownedbywomenmightbeeligiblebutnotbusinessesownedbymen.

Race‐ and Gender‐neutral Measures 

Race‐andgender‐neutralmeasuresaremeasuresthataredesignedtoremovepotentialbarriersforallbusinessesattemptingtodoworkwithanorganizationormeasuresthataredesignedtoincreasetheparticipationofsmalloremergingbusinessesintheorganization’scontracts,regardlessoftherace/ethnicityorgenderoftheowners.Race‐andgender‐neutralmeasuresmayincludeassistanceinovercomingbondingandfinancingobstacles;simplifyingbiddingprocedures;providingtechnicalassistance;establishingprogramstoassiststart‐ups;andothermethodsopentoallbusinesses,regardlessoftherace/ethnicityorgenderoftheowners.

Rational Basis 

Governmentorganizationsthatimplementcontractingprogramsthatrelyonlyonrace‐andgender‐neutralmeasurestoencouragetheparticipationofsmallbusinesses,regardlessoftherace/ethnicityorgenderofbusinessowners,mustshowarationalbasisfortheirprograms.Showingarationalbasisrequiresorganizationstodemonstratethattheircontractingprogramsarerationallyrelatedtoalegitimategovernmentinterest.Itisthelowestthresholdforevaluatingthelegalityofgovernmentcontractingprograms.Whencourtsreviewprogramsbasedonarationalbasis,onlythemostegregiousviolationsleadtoprogramsbeingdeemedunconstitutional.

Relevant Geographic Market Area 

TherelevantgeographicmarketareaisthegeographicareainwhichthebusinessestowhichtheCityawardsmostofitscontractingdollarsarelocated.Therelevantgeographicmarketareaisalsoreferredtoasthelocalmarketplace.Caselawrelatedtocontractingprogramsanddisparitystudiesrequiresdisparitystudyanalysestofocusontherelevantgeographicmarketarea.TherelevantgeographicmarketareafortheCityisVirginiaBeach,Norfolk,Chesapeake,andPortsmouthCountiesinVirginia.

Service Disabled Veteran‐owned Business 

Aservicedisabledveteran‐ownedbusinessisabusinesswithatleast51percentownershipandcontrolbyveteransoftheUnitedStatesmilitarywhohavephysicalormentaldisabilitiesdirectlyrelatedtotheirmilitaryservice.

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Small, Woman, and Minority‐owned Business (SWaM) Program  

TheSWaMProgramisdesignedtoencouragetheparticipationofsmallbusinesses,minority‐ownedbusinesses,andwoman‐ownedbusinessesinCitycontractingandprocurement,particularlyinthecontractingareasofconstruction;architectureandengineering;andotherprofessionalservices.TheCityusesvariousrace‐andgender‐neutralmeasurestomeettheobjectivesoftheprogrambutdoesnotcurrentlyuseanyrace‐orgender‐consciousmeasures.

Statistically Significant Difference 

Astatisticallysignificantdifferencereferstoaquantitativedifferenceforwhichthereisa0.95or0.90probabilitythatchancecanbecorrectlyrejectedasanexplanationforthedifference(meaningthatthereisa0.05or0.10probability,respectively,thatchanceinthesamplingprocesscouldcorrectlyaccountforthedifference).

Strict Scrutiny 

Strictscrutinyisthelegalstandardthatagovernmentorganization’suseofrace‐andgender‐consciousmeasuresmustmeetinorderforittobeconsideredconstitutional.Strictscrutinyrepresentsthehighestthresholdforevaluatingthelegalityofrace‐andgender‐consciousmeasuresshortofprohibitingthemaltogether.Underthestrictscrutinystandard,anorganizationmust:

a) Haveacompellinggovernmentalinterestinremedyingpastidentifieddiscriminationoritspresenteffects;and

b) Establishthattheuseofanysuchmeasuresisnarrowlytailoredtoachievethegoalofremedyingtheidentifieddiscrimination.

Anorganization‘suseofrace‐andgender‐consciousmeasuresmustmeetboththecompellinggovernmentalinterestandthenarrowtailoringcomponentsofthestrictscrutinystandardforittobeconsideredconstitutional.

Study Period 

Thestudyperiodisthetimeperiodonwhichthestudyteamfocusedfortheutilization,availability,anddisparityanalyses.TheCityhadtohaveawardedacontractduringthestudyperiodforthecontracttobeincludedinthestudyteam’sanalyses.ThestudyperiodfortheCityofVirginiaBeachDisparityStudywasJuly1,2012throughJune30,2017.

Subconsultant 

Asubconsultantisaprofessionalservicesbusinessthatperformsservicesforprimeconsultantsaspartoflargerprofessionalservicescontracts.

Subcontract 

Asubcontractisacontractbetweenaprimecontractororprimeconsultantandanotherbusinesssellinggoodsorservicestotheprimecontractororprimeconsultantaspartofalargercontract.

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Subcontractor 

Asubcontractorisabusinessthatperformsservicesforprimecontractorsaspartoflargercontracts.

Subindustry 

Asubindustryisaspecificclassificationforbusinessesprovidingrelatedgoodsorserviceswithinaparticularindustry(e.g.,water,sewer,andutilitylinesisasubindustryofconstruction).

Utilization 

Utilizationreferstothepercentageoftotalcontractingdollarsthatwereassociatedwithaparticularsetofcontractsthatwenttoaspecificgroupofbusinesses.

Vendor 

AvendorisabusinessthatsellsgoodseithertoaprimecontractororprimeconsultantortoanendusersuchastheCity.

Woman‐owned Business 

Awoman‐ownedbusinessisabusinesswithatleast51percentownershipandcontrolbynon‐Hispanicwhitewomen.Abusinessdoesnothavetobecertifiedtobeconsideredawoman‐ownedbusiness.(Thestudyteamconsideredbusinessesownedbyminoritywomenasminority‐ownedbusinesses.)

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APPENDIX B. 

Legal Framework and Analysis   

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Table of Contents 

APPENDIXB.LEGALFRAMEWORKANDANALYSIS............................................................................................................................1 

EXECUTIVESUMMARY.....................................................................................................................................................................................1 

A.Introduction..............................................................................................................................................................................................1 

B.U.S.SupremeCourtCases....................................................................................................................................................................2 

1.CityofRichmondv.J.A.CrosonCo.,488U.S.469(1989)..................................................................................................2 

2.AdarandConstructors,Inc.v.Pena(“AdarandI”),515U.S.200(1995).....................................................................4 

C.TheLegalFrameworkAppliedtoStateandLocalGovernmentMBE/WBE/DBEPrograms..................................5 

1.Strictscrutinyanalysis.....................................................................................................................................................................5 

2.Intermediatescrutinyanalysis..................................................................................................................................................17 

3.Rationalbasisanalysis..................................................................................................................................................................19 

4.Pendingcases(atthetimeofthisreport).............................................................................................................................23 

SUMMARIESOFRECENTDECISIONS......................................................................................................................................................26 

D.RecentDecisionsInvolvingStateorLocalGovernmentMBE/WBE/DBEProgramsintheFourthCircuitCourtofAppeals........................................................................................................................................................................................26 

1.H.B.RoweCo.,Inc.v.W.LyndoTippett,NCDOT,etal.,615F.3d233(4thCir.2010).......................................26 

2.H.B.RoweCorp.,Inc.v.W.LyndoTippett,NorthCarolinaDOT,etal.,589F.Supp.2d587(E.D.N.C.2008),affirmedinpart,reversedinpart,andremanded,615F.3d233(4thCir.2010).........................................36 

3.AssociatedUtilityContractorsofMaryland,Inc.v.MayorandCityCouncilofBaltimore,218F.Supp.2d749(D.Md.2002)..............................................................................................................................................................40 

4.AssociatedUtilityContractorsofMaryland,Inc.v.TheMayorandCityCouncilofBaltimoreandMarylandMinorityContractorsAssociation,Inc.,83F.Supp.2d613(D.Md.2000)...............................................41 

E.RecentDecisionsInvolvingStateorLocalGovernmentMBE/WBE/DBEProgramsinOtherJurisdictions................................................................................................................................................................................................48 

RecentDecisionsinFederalCircuitCourtsofAppeal...........................................................................................................48 

1.Jana‐RockConstruction,Inc.v.NewYorkStateDept.ofEconomicDevelopment,438F.3d195(2dCir.2006).................................................................................................................................................................................................48 

2.RapidTestProds.,Inc.v.DurhamSch.Servs.,Inc.,460F.3d859(7thCir.2006).................................................49 

3.Virdiv.DeKalbCountySchoolDistrict,135Fed.Appx.262,2005WL138942(11thCir.2005)(unpublishedopinion).......................................................................................................................................................................50 

4.ConcreteWorksofColorado,Inc.v.CityandCountyofDenver,321F.3d950(10thCir.2003),cert.denied,540U.S.1027,124S.Ct.556(2003)(Scalia,JusticewithwhomtheChiefJusticeRehnquist,joined,dissentingfromthedenialofcertiorari).....................................................................................................................52 

5.InreCityofMemphis,293F.3d345(6thCir.2002)........................................................................................................63 

6.BuildersAss’nofGreaterChicagov.CountyofCook,Chicago,256F.3d642(7thCir.2001).........................64 

7.AssociatedGen.Contractorsv.Drabik,214F.3d730(6thCir.2000),affirmingCaseNo.C2‐98‐943,998WL812241(S.D.Ohio1998).................................................................................................................................................65 

8.W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206(5thCir.1999)...........................................69 

9.MontereyMechanicalv.Wilson,125F.3d702(9thCir.1997).....................................................................................71 

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10.Eng’gContractorsAss’nofS.Floridav.Metro.DadeCounty,122F.3d895(11thCir.1997)......................72 

11.ConcreteWorksofColorado,Inc.v.CityandCountyofDenver,36F.3d1513(10thCir.1994).................83 

12.AssociatedGen.ContractorsofCalifornia,Inc.v.CoalitionforEcon.Equity(“AGCC”),950F.2d1401(9thCir.1991)...........................................................................................................................................................................93 

13.CoralConstructionCo.v.KingCounty,941F.2d910(9thCir.1991)....................................................................96 

RecentDistrictCourtDecisions......................................................................................................................................................99 

14.KossmanContractingCo.,Inc.v.CityofHouston,2016WL1104363(S.D.Tex.2016)..................................99 

15.Thomasv.CityofSaintPaul,526F.Supp.2d959(D.Minn2007),affirmed,321Fed.Appx.541,2009WL777932(8thCir.March26,2009)(unpublishedopinion),cert.denied,130S.Ct.408(2009)....106 

16.ThompsonBuildingWreckingCo.v.Augusta,Georgia,No.1:07CV019,2007WL926153(S.D.Ga.Mar.14,2007)(Slip.Op.)................................................................................................................................................................108 

17.HershellGillConsultingEngineers,Inc.v.Miami‐DadeCounty,333F.Supp.2d1305(S.D.Fla.2004)......................................................................................................................................................................................................109 

18.FloridaA.G.C.Council,Inc.v.StateofFlorida,303F.Supp.2d1307(N.D.Fla.2004)...................................114 

19.TheBuildersAss’nofGreaterChicagov.TheCityofChicago,298F.Supp.2d725(N.D.Ill.2003)........115 

20.KornhassConstruction,Inc.v.StateofOklahoma,DepartmentofCentralServices,140F.Supp.2d1232(W.D.OK.2001)......................................................................................................................................................................116 

21.Websterv.FultonCounty,51F.Supp.2d1354(N.D.Ga.1999),affirmedpercuriam218F.3d1267(11thCir.2000).................................................................................................................................................................................121 

22.AssociatedGen.Contractorsv.Drabik,50F.Supp.2d741(S.D.Ohio1999)....................................................124 

23.Phillips&Jordan,Inc.v.Watts,13F.Supp.2d1308(N.D.Fla.1998)..................................................................126 

F.RecentDecisionsInvolvingtheFederalDBEProgramanditsImplementationbyStateandLocalGovernments............................................................................................................................................................................................127 

RecentDecisionsinFederalCircuitCourtsofAppeal........................................................................................................127 

1.MountainWestHoldingCo.,Inc.v.TheStateofMontana,MontanaDOT,etal.,2017WL2179120(9thCir.May16,2017),Memorandumopinion,(NotforPublication)UnitedStatesCourtofAppeals

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fortheNinthCircuit,May16,2017,DocketNos.14‐26097and15‐35003,dismissinginpart,reversinginpartandremandingtheU.S.DistrictCourtdecisionat2014WL6686734(D.Mont.Nov.26,2014).....127 

2.MidwestFenceCorporationv.U.S.DepartmentofTransportation,IllinoisDepartmentofTransportation,IllinoisStateTollHighwayAuthority,840F.3d932,2016WL6543514(7thCir.2016),cert.denied,2017WL497345(2017)......................................................................................................................133 

3.DunnetBayConstructionCompanyv.Borggren,IllinoisDOT,etal.,799F.3d676,2015WL4934560(7thCir.2015),cert.denied,DunnetBayConstructionCo.v.Blankenhorn,RandallS.,etal.,2016WL193809(Oct.3,2016)..................................................................................................................................................142 

4.AssociatedGeneralContractorsofAmerica,SanDiegoChapter,Inc.v.CaliforniaDepartmentofTransportation,etal.,713F.3d1187(9thCir.2013)........................................................................................................146 

5.Braunsteinv.ArizonaDOT,683F.3d1177(9thCir.2012)........................................................................................153 

6.NorthernContracting,Inc.v.Illinois,473F.3d715(7thCir.2007).........................................................................155 

7.WesternStatesPavingCo.v.WashingtonStateDOT,407F.3d983(9thCir.2005),cert.denied,546U.S.1170(2006)................................................................................................................................................................................157 

8.SherbrookeTurf,Inc.v.MinnesotaDOT,andGrossSeedCompanyv.NebraskaDepartmentofRoads,345F.3d964(8thCir.2003),cert.denied,541U.S.1041(2004)..................................................................161 

9.AdarandConstructors,Inc.v.Slater,228F.3d1147(10thCir.2000)cert.grantedthendismissedasimprovidentlygrantedsubnom.AdarandConstructors,Inc.v.Mineta,532U.S.941,534U.S.103(2001)....................................................................................................................................................................................................164

RecentDistrictCourtDecisions...................................................................................................................................................172 

10.MidwestFenceCorporationv.UnitedStatesDOTandFederalHighwayAdministration,theIllinoisDOT,theIllinoisStateTollHighwayAuthority,etal.,84F.Supp.3d705,2015WL1396376(N.D.Ill,2015),affirmed,840F.3d932(7thCir.2016).....................................................................................................172 

11.GeyerSignal,Inc.v.Minnesota,DOT,2014WL1309092(D.Minn.March31,2014)..................................182 

12.DunnetBayConstructionCompanyv.GaryHannig,initsofficialcapacityasSecretaryofTransportationfortheIllinoisDOTandtheIllinoisDOT,2014WL552213(C.D.Ill.2014),affirmed,DunnetBayConstructionCo.v.Borggren,IllinoisDOT,etal.,799F.3d676,2015WL4934560(7thCir.2015)..............................................................................................................................................................................................190 

13.M.K.WeedenConstructionv.StateofMontana,MontanaDepartmentofTransportation,etal.,2013WL4774517(D.Mont.)(September4,2013)..........................................................................................................194 

14.AssociatedGeneralContractorsofAmerica,SanDiegoChapter,Inc.v.CaliforniaDepartmentofTransportation,etal.,U.S.D.C.,E.D.Cal.CivilActionNo.S‐09‐1622,SlipOpinion(E.D.Cal.April20,2011),appealdismissedbasedonstanding,onothergroundsNinthCircuitheldCaltrans’DBEProgramconstitutional,AssociatedGeneralContractorsofAmerica,SanDiegoChapter,Inc.v.CaliforniaDepartmentofTransportation,etal.,713F.3d1187(9thCir.2013)...................................................196 

15.GeodCorporationv.NewJerseyTransitCorporation,etal.,746F.Supp.2d642,2010WL4193051(D.N.J.October19,2010).........................................................................................................................................199 

16.GeodCorporationv.NewJerseyTransitCorporation,etseq.678F.Supp.2d276,2009WL2595607(D.N.J.August20,2009)..............................................................................................................................................204 

17.SouthFloridaChapteroftheAssociatedGeneralContractorsv.BrowardCounty,Florida,544F.Supp.2d1336(S.D.Fla.2008)......................................................................................................................................................207 

18.WesternStatesPavingCo.v.WashingtonDOT,USDOT&FHWA,2006WL1734163(W.D.Wash.June23,2006)(unpublishedopinion).....................................................................................................................................209 

19.NorthernContracting,Inc.v.Illinois,2005WL2230195(N.D.Ill.,2005),affirmed,473F.3d715(7thCir.2007)......................................................................................................................................................................................210 

20.NorthernContracting,Inc.v.StateofIllinois,IllinoisDOT,andUSDOT,2004WL422704(N.D.Ill.March3,2004)...................................................................................................................................................................................215 

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21.SherbrookeTurf,Inc.v.MinnesotaDOT,2001WL1502841,No.00‐CV‐1026(D.Minn.2001)(unpublishedopinion),affirmed345F.3d964(8thCir.2003)......................................................................................217 

22.GrossSeedCo.v.NebraskaDepartmentofRoads,CivilActionFileNo.4:00CV3073(D.Neb.May6,2002),affirmed345F.3d964(8thCir.2003)........................................................................................................................218 

23.KlaverConstruction,Inc.v.KansasDOT,211F.Supp.2d1296(D.Kan.2002)...............................................218 

G.RecentDecisionsandAuthoritiesInvolvingFederalProcurementThatMayImpactDBEandMBE/WBEPrograms............................................................................................................................................................................219 

1.RotheDevelopment,Inc.v.U.S.Dept.ofDefense,U.S.SmallBusinessAdministration,etal.,836F3d57,2016WL4719049(D.C.Cir.2016),cert.denied,2017WL1375832(2017),affirmingonothergrounds,RotheDevelopment,Inc.v.U.S.Dept.ofDefense,U.S.SmallBusinessAdministration,etal.,107F.Supp.3d183(D.D.C.2015)..............................................................................................................................................219 

2.RotheDevelopmentCorp.v.U.S.Dept.ofDefense,etal.,545F.3d1023(Fed.Cir.2008)............................222 

3.RotheDevelopment,Inc.v.U.S.Dept.ofDefenseandSmallBusinessAdministration,107F.Supp.3d183,2015WL3536271(D.D.C.2015),affirmedonothergrounds,836F.3d57,2016WL4719049(D.C.Cir.2016)...................................................................................................................................................................................230 

4.DynaLanticCorp.v.UnitedStatesDept.ofDefense,etal.,885F.Supp.2d237,2012WL3356813(D.D.C.,2012),appealsvoluntarilydismissed,UnitedStatesCourtofAppeals,DistrictofColumbia,DocketNumbers12‐5329and12‐5330(2014)..................................................................................................................235 

5.DynaLanticCorp.v.UnitedStatesDept.ofDefense,etal.,503F.Supp.2d262(D.D.C.2007).....................242

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APPENDIX B. Legal Framework and Analysis  

EXECUTIVE SUMMARY 

A. Introduction 

Inthisappendix,Holland&KnightLLPanalyzesrecentcasesinvolvinglocalandstategovernmentminorityandwomen‐ownedanddisadvantaged‐ownedbusinessenterprise(“MBE/WBE/DBE”)programs.Theappendixalsoreviewsrecentcases,whichareinstructivetothestudyandMBE/WBE/DBEprograms,regardingtheFederalDisadvantagedBusinessEnterprise(“FederalDBE”)Program1andtheimplementationoftheFederalDBEProgrambylocalandstategovernments.TheFederalDBEProgramrecentlywascontinuedandreauthorizedbytheFixingAmerica’sSurfaceTransportationAct(FASTAct)2.TheappendixprovidesasummaryofthelegalframeworkforthedisparitystudyasapplicabletotheCityofVirginiaBeach.

AppendixBbeginswithareviewofthelandmarkUnitedStatesSupremeCourtdecisioninCityofRichmondv.J.A.Croson.3Crosonsetsforththestrictscrutinyconstitutionalanalysisapplicableinthelegalframeworkforconductingadisparitystudy.ThissectionalsonotestheUnitedStatesSupremeCourtdecisioninAdarandConstructors,Inc.v.Pena,4(“AdarandI”),whichappliedthestrictscrutinyanalysissetforthinCrosontofederalprogramsthatprovidefederalassistancetoarecipientoffederalfunds.TheSupremeCourt’sdecisionsinAdarandIandCroson,andsubsequentcasesandauthoritiesprovidethebasisforthelegalanalysisinconnectionwiththestudy.

Thelegalframeworkanalyzesandreviewssignificantrecentcourtdecisionsthathavefollowed,interpreted,andappliedCrosonandAdarandItothepresentandthatareapplicabletothisdisparitystudyandthestrictscrutinyanalysis.ThisanalysisreviewstheFourthCircuitCourtofAppealsdecisioninH.B.RoweCo.,Incv.W.LyndoTippett,NCDOTetal.5anddistrictcourtdecisionsintheFourthCircuitregardingMBE/WBE/DBEprograms.TheanalysisalsoreviewsrecentcourtdecisionsthatinvolvedchallengestoMBE/WBE/DBEprogramsinotherjuridictionsinSectionEbelow,whichareinformativetothestudy.

Inaddition,theanalysisreviewsotherrecentfederalcasesthathaveconsideredthevalidityoftheFederalDBEProgramanditsimplementationbyastateorlocalgovernmentagencyora

1 49CFRPart26(ParticipationbyDisadvantagedBusinessEnterprisesinDepartmentofTransportationFinancial

AssistancePrograms(“FederalDBEProgram”).SeetheTransportationEquityActforthe21stCentury(TEA‐21)asamendedandreauthorized(“MAP‐21,”“SAFETEA”and“SAFETEA‐LU”),andtheUnitedStatesDepartmentofTransportation(“USDOT”or“DOT”)regulationspromulgatedtoimplementTEA‐21theFederalregulationsknownasMovingAheadforProgressinthe21stCenturyAct(“MAP‐21”),PubL.112‐141,H.R.4348,§1101(b),July6,2012,126Stat405.;precededbyPubL.109‐59,TitleI,§1101(b),August10,2005,119Stat.1156;precededbyPubL.105‐178,TitleI,§1101(b),June9,1998,112Stat.107.

2 Pub.L.114‐94,H.R.22,§1101(b),December4,2015,129Stat.1312.3 CityofRichmondv.J.A.Croson,488U.S.469(1989).4 AdarandConstructors,Inc.v.Pena,515U.S.200(1995).5 615F.3d233(4thCir.2010).

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recipientoffederalfunds,including:DunnetBayConstructionCo.v.IllinoisDOT,6AssociatedGeneralContractorsofAmerica,SanDiegoChapter,Inc.v.CaliforniaDepartmentofTransportation(“Caltrans”),etal.,7WesternStatesPavingCo.v.WashingtonStateDOT,8MountainWestHoldingCo.v.Montana,MontanaDOT,etal.,9M.K.WeedenConstructionv.Montana,MontanaDOT,etal.,10NorthernContracting,Inc.v.IllinoisDOT,11SherbrookeTurf,Inc.v.MinnDOTandGrossSeedv.NebraskaDepartmentofRoads,12AdarandConstruction,Inc.v.Slater13(“AdarandVII”),MidwestFenceCorp.v.U.S.DOT,FHWA,IllinoisDOT,IllinoisStateTollHighwayAuthority,etal.,14GeyerSignal,Inc.v.MinnesotaDOT,15GeodCorporationv.NewJerseyTransitCorporation,16andSouthFloridaChapteroftheA.G.C.v.BrowardCounty,Florida.17

TheanalysesoftheseandotherrecentcasessummarizedbelowareinstructivetothedisparitystudybecausetheyarethemostrecentandsignificantdecisionsbycourtssettingforththelegalframeworkappliedtoMBE/WBE/DBEProgramsanddisparitystudies,andconstruingthevalidityofgovernmentprogramsinvolvingMBE/WBE/DBEs.

B. U.S. Supreme Court Cases 

1. City of Richmond v. J.A. Croson Co., 488 U.S. 469 (1989) 

InCroson,theU.S.SupremeCourtstruckdowntheCityofRichmond’s“set‐aside”programasunconstitutionalbecauseitdidnotsatisfythestrictscrutinyanalysisappliedto“race‐based”governmentalprograms.18J.A.CrosonCo.(“Croson”)challengedtheCityofRichmond’sminoritycontractingpreferenceplan,whichrequiredprimecontractorstosubcontractatleast30percentofthedollaramountofcontractstooneormoreMinorityBusinessEnterprises(“MBE”).Inenactingtheplan,theCitycitedpastdiscriminationandanintenttoincreaseminoritybusinessparticipationinconstructionprojectsasmotivatingfactors.

TheSupremeCourtheldtheCityofRichmond’s“set‐aside”actionplanviolatedtheEqualProtectionClauseoftheFourteenthAmendment.TheCourtappliedthe“strictscrutiny”

6 DunnetBayConstructionCo.v.Borggren,IllinoisDOT,etal.,799F.3d676,2015WL4934560(7thCir.,2015),cert.denied,

137S.Ct.31,2016WL193809,(October3,2016),DocketNo.15‐906;DunnetBayConstructionCo.v.IllinoisDOT,etal.2014WL552213(C.D.Ill.2014),affirmedbyDunnetBay,2015WL4934560(7thCir.,2015).

7 AssociatedGeneralContractorsofAmerica,SanDiegoChapter,Inc.v.CaliforniaDepartmentofTransportation,etal.,713F.3d1187,(9thCir.2013);U.S.D.,C.,E.D.Cal,CivilActionNo.S‐09‐1622,SlipOpinionTranscript(E.D.Cal.April20,2011),appealdismissedbasedonstanding,onothergroundsNinthCircuitheldCaltrans’DBEProgramconstitutional,AssociatedGeneralContractorsofAmerica,SanDiegoChapter,Inc.v.CaliforniaDepartmentofTransportation,etal.,F.3d1187,(9thCir.2013).

8 WesternStatesPavingCo.v.WashingtonStateDOT,407F.3d983(9thCir.2005),cert.denied,546U.S.1170(2006).9 MountainWestHoldingCo.,Inc.v.Montana,2017WL2179120(9thCir.May16,2017),Memorandum,(Notfor

Publication)U.S.CourtofAppealsfortheNinthCircuit,May16,2017,DocketNos.14‐26097and15‐35003,dismissinginpart,reversinginpartandremandingtheU.S.DistrictCourtdecisionat2014WL6686734(D.Mont.2014).

10 M.K.WeedenConstructionv.StateofMontana,MontanaDOT,2013WL4774517(D.Mont.2013).11 NorthernContracting,Inc.v.IllinoisDOT,473F.3d715(7thCir.2007).

12 SherbrookeTurf,Inc.v.Minn.DOTandGrossSeedv.NebraskaDepartmentofRoads,345F.3d964(8thCir.2003),cert.

denied,541U.S.1041(2004).

13 AdarandConstruction,Inc.v.Slater,228F.3d1147(10thCir.2000)(“AdarandVII”).

14 MidwestFenceCorp.v.U.S.DOT,FHWA,IllinoisDOT,IllinoisStateTollHighwayAuthority,etal.,840F.3d932,2016WL6543514(7thCir.2016).MidwestFencefiledaPetitionforaWritofCertiorariwiththeU.S.SupremeCourt,see2017WL511931(Feb.2,2017),whichwasdenied,2017WL497345(June26,2017)..

15 GeyerSignal,Inc.v.MinnesotaDOT,2014W.L.1309092(D.Minn.2014).16 GeodCorporationv.NewJerseyTransitCorporation,766F.Supp.2d642(D.N.J.2010).17 SouthFloridaChapteroftheA.G.C.v.BrowardCounty,Florida,544F.Supp.2d1336(S.D.Fla.2008).18 488U.S.469(1989).

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standard,generallyapplicabletoanyrace‐basedclassification,whichrequiresagovernmentalentitytohavea“compellinggovernmentalinterest”inremedyingpastidentifieddiscriminationandthatanyprogramadoptedbyalocalorstategovernmentmustbe“narrowlytailored”toachievethegoalofremedyingtheidentifieddiscrimination.

TheCourtdeterminedthattheplanneitherserveda“compellinggovernmentalinterest”noroffereda“narrowlytailored”remedytopastdiscrimination.TheCourtfoundno“compellinggovernmentalinterest”becausetheCityhadnotprovided“astrongbasisinevidenceforitsconclusionthat[race‐based]remedialactionwasnecessary.”19TheCourtheldtheCitypresentednodirectevidenceofanyracediscriminationonitspartinawardingconstructioncontractsoranyevidencethattheCity’sprimecontractorshaddiscriminatedagainstminority‐ownedsubcontractors.20TheCourtalsofoundtherewereonlygeneralizedallegationsofsocietalandindustrydiscriminationcoupledwithpositivelegislativemotives.TheCourtconcludedthatthiswasinsufficientevidencetodemonstrateacompellinginterestinawardingpubliccontractsonthebasisofrace.

Similarly,theCourtheldtheCityfailedtodemonstratethattheplanwas“narrowlytailored”forseveralreasons,includingbecausetheredidnotappeartohavebeenanyconsiderationofrace‐neutralmeanstoincreaseminoritybusinessparticipationincitycontracting,andbecauseoftheoverinclusivenessofcertainminoritiesinthe“preference”program(forexample,Aleuts)withoutanyevidencetheysuffereddiscriminationinRichmond.21

TheCourtstatedthatrelianceonthedisparitybetweenthenumberofprimecontractsawardedtominorityfirmsandtheminoritypopulationoftheCityofRichmondwasmisplaced.Thereisnodoubt,theCourtheld,that“[w]heregrossstatisticaldisparitiescanbeshown,theyaloneinapropercasemayconstituteprimafacieproofofapatternorpracticeofdiscrimination”underTitleVII.,22.Butitisequallyclearthat“[w]henspecialqualificationsarerequiredtofillparticularjobs,comparisonstothegeneralpopulation(ratherthantothesmallergroupofindividualswhopossessthenecessaryqualifications)mayhavelittleprobativevalue.”23

TheCourtconcludedthatwherespecialqualificationsarenecessary,therelevantstatisticalpoolforpurposesofdemonstratingdiscriminatoryexclusionmustbethenumberofminoritiesqualifiedtoundertaketheparticulartask.TheCourtnotedthat“thecitydoesnotevenknowhowmanyMBE’sintherelevantmarketarequalifiedtoundertakeprimeorsubcontractingworkinpublicconstructionprojects.”24“Nordoesthecityknowwhatpercentageoftotalcityconstructiondollarsminorityfirmsnowreceiveassubcontractorsonprimecontractsletbythecity.”25

TheSupremeCourtstatedthatitdidnotintenditsdecisiontoprecludeastateorlocalgovernmentfrom“takingactiontorectifytheeffectsofidentifieddiscriminationwithinitsjurisdiction.”26TheCourtheldthat“[w]herethereisasignificantstatisticaldisparitybetweenthenumberofqualifiedminoritycontractorswillingandabletoperformaparticularservice

19 488U.S.at500,510.20 488U.S.at480,505.21 488U.S.at507‐510.22 488U.S.at501,quotingHazelwoodSchoolDist.v.UnitedStates,433U.S.299,307–308,97S.Ct.2736,2741.23 488U.S.at501quotingHazelwood,433U.S.at308,n.13,97S.Ct.,at2742,n.13.24 488U.S.at502.25 Id.26 488U.S.at509.

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andthenumberofsuchcontractorsactuallyengagedbythelocalityorthelocality’sprimecontractors,aninferenceofdiscriminatoryexclusioncouldarise.”27

TheCourtsaid:“IftheCityofRichmondhadevidencebeforeitthatnonminoritycontractorsweresystematicallyexcludingminoritybusinessesfromsubcontractingopportunitiesitcouldtakeactiontoendthediscriminatoryexclusion.”28“Undersuchcircumstances,thecitycouldacttodismantletheclosedbusinesssystembytakingappropriatemeasuresagainstthosewhodiscriminateonthebasisofraceorotherillegitimatecriteria.”“Intheextremecase,someformofnarrowlytailoredracialpreferencemightbenecessarytobreakdownpatternsofdeliberateexclusion.”29

TheCourtfurtherfound“iftheCitycouldshowthatithadessentiallybecomea‘passiveparticipant’inasystemofracialexclusionpracticedbyelementsofthelocalconstructionindustry,wethinkitclearthattheCitycouldtakeaffirmativestepstodismantlesuchasystem.Itisbeyonddisputethatanypublicentity,stateorfederal,hasacompellinginterestinassuringthatpublicdollars,drawnfromthetaxcontributionsofallcitizens,donotservetofinancetheevilofprivateprejudice.”30

2. Adarand Constructors, Inc. v. Pena (“Adarand I”), 515 U.S. 200 (1995) 

InAdarandI,theU.S.SupremeCourtextendedtheholdinginCrosonandruledthatallfederalgovernmentprogramsthatuseracialorethniccriteriaasfactorsinprocurementdecisionsmustpassatestofstrictscrutinyinordertosurviveconstitutionalmuster.

ThecasesfollowingandinterpretingAdarandIandCrosonarethemostrecentandsignificantdecisionsbyfederalcourtssettingforththelegalframeworkfordisparitystudiesaswellasthepredicatetosatisfytheconstitutionalstrictscrutinystandardofreview,whichappliestotheimplementationoflocalandstategovernmentMBE/WBE/DBEprogramsandtheFederalDBEProgrambylocalandstategovernmentrecipientsoffederalfunds.

27 Id.28 488U.S.at509.29 Id.30 488U.S.at492.

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C. The Legal Framework Applied to State and Local Government MBE/WBE/DBE Programs 

ThefollowingprovidesananalysisforthelegalframeworkfocusingonrecentkeycasesregardingstateandlocalMBE/WBE/DBEprograms,andtheirimplicationsforadisparitystudy.Therecentdecisionsinvolvingtheseprograms,theFederalDBEProgram,anditsimplementationbystateandlocalprograms,areinstructivebecausetheyconcernthestrictscrutinyanalysis,thelegalframeworkinthisarea,challengestothevalidityofMBE/WBE/DBEprograms,andananalysisofdisparitystudies.

1. Strict scrutiny analysis 

Arace‐andethnicity‐basedprogramimplementedbyastateorlocalgovernmentissubjecttothestrictscrutinyconstitutionalanalysis.31Thestrictscrutinyanalysisiscomprisedoftwoprongs:

Theprogrammustserveanestablishedcompellinggovernmentalinterest;and

Theprogrammustbenarrowlytailoredtoachievethatcompellinggovernmentinterest.32

a.TheCompellingGovernmentalInterestRequirement.

Thefirstprongofthestrictscrutinyanalysisrequiresagovernmentalentitytohavea“compellinggovernmentalinterest”inremedyingpastidentifieddiscriminationinordertoimplementarace‐andethnicity‐basedprogram.33Stateandlocalgovernmentscannotrelyonnationalstatisticsofdiscriminationinanindustrytodrawconclusionsabouttheprevailingmarketconditionsintheirownregions.34Rather,stateandlocalgovernmentsmustmeasurediscriminationintheirstateorlocalmarket.However,thatisnotnecessarilyconfinedbythejurisdiction’sboundaries.35

ItisinstructivetoreviewthetypeofevidenceutilizedbyCongressandconsideredbythecourtstosupporttheFederalDBEProgram,anditsimplementationbylocalandstategovernmentsandagencies,whichissimilartoevidenceconsideredbycasesrulingonthevalidityofMBE/WBE/DBEprograms.ThefederalcourtsfoundCongress“spentdecadescompilingevidenceofracediscriminationingovernmenthighwaycontracting,ofbarrierstotheformation

31 Croson,448U.S.at492‐493;AdarandConstructors,Inc.v.Pena(AdarandI),515U.S.200,227(1995);see,e.g.,Fisherv.

UniversityofTexas,133S.Ct.2411(2013);MidwestFencev.IllinoisDOT,840F.3d932,935,948‐954(7thCir.2016);AGC,SDCv.Caltrans,713F.3d1187,1195‐1200(9thCir.2013);H.B.RoweCo.,Inc.v.NCDOT,615F.3d233,241‐242(4thCir.2010);NorthernContracting,473F.3dat721;WesternStatesPaving,407F.3dat991;SherbrookeTurf,345F.3dat969;AdarandVII,228F.3dat1176;W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206(5thCir.1999);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d990(3d.Cir.1993).

32 AdarandI,515U.S.200,227(1995);MidwestFencev.IllinoisDOT,840F.3d932,935,948‐954(7thCir.2016);AGC,SDCv.Caltrans,713F.3d1187,1195‐1200(9thCir.2013);H.B.RoweCo.,Inc.v.NCDOT,615F.3d233,241‐242(4thCir.2010);NorthernContracting,473F.3dat721;WesternStatesPaving,407F.3dat991(9thCir.2005);SherbrookeTurf,345F.3dat969;AdarandVII,228F.3dat1176;AssociatedGen.ContractorsofOhio,Inc.v.Drabik(“DrabikII”),214F.3d730(6thCir.2000);W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206(5thCir.1999);Eng’gContractorsAss’nofSouthFlorida,Inc.v.Metro.DadeCounty,122F.3d895(11thCir.1997);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d990(3d.Cir.1993).

33 Id.34 Id.;see,e.g.,ConcreteWorks,Inc.v.CityandCountyofDenver(“ConcreteWorksI”),36F.3d1513,1520(10thCir.1994).35 See,e.g.,ConcreteWorksI,36F.3dat1520.

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ofminority‐ownedconstructionbusinesses,andofbarrierstoentry.”36Theevidencefoundtosatisfythecompellingintereststandardincludednumerouscongressionalinvestigationsandhearings,andoutsidestudiesofstatisticalandanecdotalevidence(e.g.,disparitystudies).37TheevidentiarybasisonwhichCongressreliedtosupportitsfindingofdiscriminationincludes:

Barrierstominoritybusinessformation. Congressfoundthatdiscriminationbyprimecontractors,unions,andlendershaswoefullyimpededtheformationofqualifiedminoritybusinessenterprisesinthesubcontractingmarketnationwide,notingtheexistenceof“goodol’boy”networks,fromwhichminorityfirmshavetraditionallybeenexcluded,andtherace‐baseddenialofaccesstocapital,whichaffectstheformationofminoritysubcontractingenterprise.38

Barrierstocompetitionforexistingminorityenterprises.Congressfoundevidenceshowingsystematicexclusionanddiscriminationbyprimecontractors,privatesectorcustomers,businessnetworks,suppliers,andbondingcompaniesprecludingminorityenterprisesfromopportunitiestobid.Whenminorityfirmsarepermittedtobidonsubcontracts,primecontractorsoftenresistworkingwiththem.Congressfoundevidenceofthesameprimecontractorusingaminoritybusinessenterpriseonagovernmentcontractnotusingthatminoritybusinessenterpriseonaprivatecontract,despitebeingsatisfiedwiththatsubcontractor’swork.Congressfoundthatinformal,raciallyexclusionarybusinessnetworksdominatethesubcontractingconstructionindustry.39

Localdisparitystudies. Congressfoundthatlocalstudiesthroughoutthecountrytendtoshowadisparitybetweenutilizationandavailabilityofminority‐ownedfirms,raisinganinferenceofdiscrimination.40

Resultsofremovingaffirmativeactionprograms. Congressfoundevidencethatwhenrace‐consciouspubliccontractingprogramsarestruckdownordiscontinued,minoritybusinessparticipationintherelevantmarketdropssharplyorevendisappears,whichcourtshavefoundstronglysupportsthegovernment’sclaimthattherearesignificantbarrierstominoritycompetition,raisingthespecterofdiscrimination.41

FASTActandMAP‐21.InDecember2015andinJuly2012,CongresspassedtheFASTActandMAP‐21,respectively(seeabove),whichmade“Findings”that“discriminationandrelatedbarrierscontinuetoposesignificantobstaclesforminority‐andwomen‐ownedbusinessesseekingtodobusinessinfederally‐assistedsurfacetransportationmarkets,”andthatthecontinuingbarriers“meritthecontinuation”oftheFederalDBEProgram.42CongressalsofoundinboththeFASTActandMAP‐21thatitreceivedandreviewed

36 SherbrookeTurf,345F.3dat970,(citingAdarandVII,228F.3dat1167–76);WesternStatesPaving,407F.3dat992‐93.37 See,e.g.,AdarandVII,228F.3dat1167–76;seealsoWesternStatesPaving,407F.3dat992(Congress“explicitlyrelied

upon”theDepartmentofJusticestudythat“documentedthediscriminatoryhurdlesthatminoritiesmustovercometosecurefederallyfundedcontracts”);GeyerSignal,Inc.,2014WL1309092.

38 AdarandVII,228F.3d.at1168‐70;WesternStatesPaving,407F.3dat992;seeGeyerSignal,Inc.,2014WL1309092;DynaLantic,885F.Supp.2d237.

39 AdarandVII.at1170‐72;seeDynaLantic,885F.Supp.2d237.40 Id.at1172‐74;seeDynaLantic,885F.Supp.2d237;GeyerSignal,Inc.,2014WL1309092.41 AdarandVII,228F.3dat1174‐75;seeH.B.Rowe,615F.3d233,247‐258(4thCir.2010);SherbrookeTurf,345F.3dat973‐

4.42 PubL.114‐94,H.R.22,§1101(b),December4,2015,129Stat1312;PubL.112‐141,H.R.4348,§1101(b),July6,2012,

126Stat405.

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testimonyanddocumentationofraceandgenderdiscriminationwhich“provideastrongbasisthatthereisacompellingneedforthecontinuationofthe”FederalDBEProgram.43

Burdenofproof.Underthestrictscrutinyanalysis,andtotheextentastateorlocalgovernmentalentityhasimplementedarace‐andgender‐consciousprogram,thegovernmentalentityhastheinitialburdenofshowingastrongbasisinevidence(includingstatisticalandanecdotalevidence)tosupportitsremedialaction.44Ifthegovernmentmakesitsinitialshowing,theburdenshiftstothechallengertorebutthatshowing.45Thechallengerbearstheultimateburdenofshowingthatthegovernmentalentity’sevidence“didnotsupportaninferenceofpriordiscrimination.”46

Inapplyingthestrictscrutinyanalysis,thecourtsholdthattheburdenisonthegovernmenttoshowbothacompellinginterestandnarrowtailoring.47Itiswellestablishedthat“remedyingtheeffectsofpastorpresentracialdiscrimination”isacompellinginterest.48Inaddition,thegovernmentmustalsodemonstrate“astrongbasisinevidenceforitsconclusionthatremedialaction[is]necessary.”49

SincethedecisionbytheSupremeCourtinCroson,“numerouscourtshaverecognizedthatdisparitystudiesprovideprobativeevidenceofdiscrimination.”50“Aninferenceofdiscriminationmaybemadewithempiricalevidencethatdemonstrates‘asignificantstatisticaldisparitybetweenanumberofqualifiedminoritycontractors…andthenumberofsuchcontractorsactuallyengagedbythelocalityorthelocality’sprimecontractors.’”51Anecdotal 43 Id.at§1101(b)(1).44 SeeAGC,SDCv.Caltrans,713F.3rdat1195;H.B.RoweCo.,Inc.v.NCDOT,615F.3d233,241‐242,247‐258(4thCir.2010);

RotheDevelopmentCorp.v.DepartmentofDefense,545F.3d1023,1036(Fed.Cir.2008);N.Contracting,Inc.Illinois,473F.3dat715,721(7thCir.2007)(FederalDBEProgram);WesternStatesPavingCo.v.WashingtonStateDOT,407F.3d983,990‐991(9thCir.2005)(FederalDBEProgram);SherbrookeTurf,Inc.v.MinnesotaDOT,345F.3d964,969(8thCir.2003)(FederalDBEProgram);AdarandConstructorsInc.v.Slater(“AdarandVII”),228F.3d1147,1166(10thCir.2000)(FederalDBEProgram);Eng’gContractorsAss’n,122F.3dat916;MontereyMechanicalCo.v.Wilson,125F.3d702,713(9thCir.1997);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586,596‐598(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d996,1005‐1007(3d.Cir.1993);GeyerSignal,Inc.,2014WL1309092;DynaLantic,885F.Supp.2d237,2012WL3356813;HershellGillConsultingEngineers,Inc.v.MiamiDadeCounty,333F.Supp.2d1305,1316(S.D.Fla.2004).

45 AdarandVII,228F.3dat1166;ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586,596‐598(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d996,1005‐1007(3d.Cir.1993);Eng’gContractorsAss’n,122F.3dat916;GeyerSignal,Inc.,2014WL1309092.

46 See,e.g.,AdarandVII,228F.3dat1166;ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586,596‐598(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d996,1005‐1007(3d.Cir.1993);Eng’gContractorsAss’n,122F.3dat916;seealsoSherbrookeTurf,345F.3dat971;N.Contracting,473F.3dat721;GeyerSignal,Inc.,2014WL1309092.

47 Id.;MidwestFence,840F.3d932,935,948‐954(7thCir.2016);H.B.RoweCo.,Inc.v.NCDOT,615F.3d233,241‐242(4thCir.2010);WesternStatesPaving,407F.3dat990;SeealsoMajeskev.CityofChicago,218F.3d816,820(7thCir.2000);GeyerSignal,Inc.,2014WL1309092.

48 Shawv.V.Hunt,517U.S.899,909(1996);CityofRichmondv.J.A.CrosonCo.,488U.S.469,492(1989);see,e.g.,MidwestFence,840F.3d932,935,948‐954(7thCir.2016);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586,596‐598(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d996,1005‐1007(3d.Cir.1993).

49 Croson,488U.S.at500;see,e.g.,MidwestFence,840F.3d932,935,948‐954(7thCir.2016);H.B.RoweCo.,Inc.v.NCDOT,615F.3d233,241‐242;SherbrookeTurf,345F.3dat971‐972;ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586,596‐598(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d996,1005‐1007(3d.Cir.1993);GeyerSignal,Inc.,2014WL1309092.

50 MidwestFence,2015W.L.1396376at*7(N.D.Ill.2015),affirmed,840F.3d932,2016WL6543514(7thCir.2016);see,e.g.,MidwestFence,840F.3d932,935,948‐954(7thCir.2016);AGC,SDCv.Caltrans,713F.3rdat1195‐1200;H.B.RoweCo.,Inc.v.NCDOT,615F.3d233,241‐242(4thCir.2010);ConcreteWorksofColo.Inc.v.CityandCountyofDenver,36F.3d1513,1522(10thCir.1994),GeyerSignal,2014WL1309092(D.Minn,2014);seealso,ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586,596‐598(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d996,1005‐1007(3d.Cir.1993).

51 Seee.g.,H.B.Rowev.NCDOT,615F.3d233,241‐242(4thCir.2010);MidwestFence,2015W.L.1396376at*7,quotingConcreteWorks;36F.3d1513,1522(quotingCroson,488U.S.at509),affirmed,840F.3d932,2016WL6543514(7thCir.

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evidencemaybeusedincombinationwithstatisticalevidencetoestablishacompellinggovernmentalinterest.52

Inadditiontoproviding“hardproof”tosupportitscompellinginterest,thegovernmentmustalsoshowthatthechallengedprogramisnarrowlytailored.53Oncethegovernmentalentityhasshownacceptableproofofacompellinginterestandremedyingpastdiscriminationandillustratedthatitsplanisnarrowlytailoredtoachievethisgoal,thepartychallengingtheaffirmativeactionplanbearstheultimateburdenofprovingthattheplanisunconstitutional.54Therefore,notwithstandingtheburdenofinitialproductionrestswiththegovernment,theultimateburdenremainswiththepartychallengingtheapplicationofaDBEorMBE/WBEProgramtodemonstratetheunconstitutionalityofanaffirmative‐actiontypeprogram.55

Tosuccessfullyrebutthegovernment’sevidence,thecourtshold,includingtheFourthCircuitCourtofAppealsinH.B.Rowe,thatachallengermustintroduce“credible,particularizedevidence”ofitsownthatrebutsthegovernment’sshowingofastrongbasisinevidenceforthenecessityofremedialaction.56ThisrebuttalcanbeaccomplishedbyprovidinganeutralexplanationforthedisparitybetweenMBE/WBE/DBEutilizationandavailability,showingthatthegovernment’sdataisflawed,demonstratingthattheobserveddisparitiesarestatisticallyinsignificant,orpresentingcontrastingstatisticaldata.57Conjectureandunsupportedcriticismsofthegovernment’smethodologyareinsufficient.58Thecourts,includingH.B.Rowe,haveheldthatmerespeculationthegovernment’sevidenceisinsufficientormethodologicallyflaweddoesnotsufficetorebutagovernment’sshowing.59

2016);seealso,SherbrookeTurf,345F.3d233,241‐242(8thCir.2003);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586,596‐598(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d996,1005‐1007(3d.Cir.1993).

52 Croson,488U.S.at509;see,e.g.,AGC,SDCv.Caltrans,713R.3dat1196;H.B.Rowev.NCDOT,615F.3d233,241‐242(4thCir.2010);MidwestFence,84F.Supp.3d705,2015WL1396376at*7,affirmed,840F.3d932,2016WL6543514(7thCir.2016);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586,596‐598(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d996,1005‐1007(3d.Cir.1993).

53 AdarandConstructors,Inc.v.Pena,(“AdarandIII”),515U.S.200at235(1995);see,e.g.,MidwestFence,840F.3d932,952‐954(7thCir.2016);Majeskev.CityofChicago,218F.3dat820;ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586,596‐598(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d996,1005‐1007(3d.Cir.1993).

54 Majeske,218F.3dat820;see,e.g.Wygantv.JacksonBd.OfEduc.,476U.S.267,277‐78;MidwestFence,840F.3d932,952‐954(7thCir.2016);MidwestFence,2015WL1396376*7,affirmed,840F.3d932,2016WL6543514(7thCir.2016);GeyerSignal,Inc.,2014WL1309092;ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586,596‐598;603;(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d996,1002‐1007(3d.Cir.1993).

55 Id.;AdarandVII,228F.3dat1166.56 See,e.g.,H.B.Rowev.NCDOT,615F.3d233,at241‐242(4thCir.2010);ConcreteWorks,321F.3d950,959(quotingAdarand

Constructors,Inc.vs.Slater,228F.3d1147,1175(10thCir.2000));ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,596‐598,603(3dCir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3d996,1002‐1007(3dCir.1993);MidwestFence,84F.Supp.3d705,2015W.L.1396376at*7,affirmed,840F.3d932,2016WL6543514(7thCir.2016);seealso,SherbrookeTurf,345F.3dat971‐974;GeyerSignal,Inc.,2014WL1309092.

57 See,e.g.,H.B.Rowev.NCDOT,615F.3d233,at241‐242(4thCir.2010);ConcreteWorks,321F.3d950,959(quotingAdarandConstructors,Inc.vs.Slater,228F.3d1147,1175(10thCir.2000));ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPII”),91F.3d586,596‐598;603;(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia(“CAEPI”),6F.3d996,1002‐1007(3d.Cir.1993);MidwestFence,84F.Supp.3d705,2015W.L.1396376at*7,affirmed,840F.3d932,2016WL6543514(7thCir.2016);seealso,SherbrookeTurf,345F.3dat971‐974;GeyerSignal,Inc.,2014WL1309092;see,generally,EngineeringContractors,122F.3dat916;CoralConstruction,Co.v.KingCounty,941F.2d910,921(9thCir.1991).

58 Id.;H.B.Rowe,615F.3dat242;seealso,MidwestFence,840F.3d932,952‐954(7thCir.2016);SherbrookeTurf,345F.3dat971‐974;ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,596‐598,603(3dCir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3d996,1002‐1007(3dCir.1993);KossmanContractingCo.,Inc.v.CityofHouston,2016WL1104363(S.D.Tex.2016);GeyerSignal,2014WL1309092.

59 H.B.Rowe,615F.3dat242;seeMidwestFence,840F.3d932,952‐954(7thCir.2016);ConcreteWorks,321F.3dat991;seealso,SherbrookeTurf,345F.3dat971‐974;GeyerSignal,Inc.,2014WL1309092;KossmanContractingCo.,Inc.v.CityofHouston,2016WL1104363(S.D.Tex.2016).

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TheFourthCircuitinH.B.Roweandothercourtshavenotedthat“thereisno‘precisemathematicalformulatoassessthequantumofevidencethatrisestotheCroson‘strongbasisinevidence’benchmark.’”60TheFourthCircuitandothercourtsholdthatastateneednotconclusivelyprovetheexistenceofpastorpresentracialdiscriminationtoestablishastrongbasisinevidenceforconcludingthatremedialactionisnecessary.61Instead,theSupremeCourtstatedthatagovernmentmaymeetitsburdenbyrelyingon“asignificantstatisticaldisparity”betweentheavailabilityofqualified,willing,andableminoritysubcontractorsandtheutilizationofsuchsubcontractorsbythegovernmentalentityoritsprimecontractors.62IthasbeenfurtherheldbythecourtinH.B.Roweandothercourtsthatthestatisticalevidencebe“corroboratedbysignificantanecdotalevidenceofracialdiscrimination”orbolsteredbyanecdotalevidencesupportinganinferenceofdiscrimination.63

TheFourthCircuitinH.B.Rowestatedthestrictscrutinystandardwasapplicabletojustifyarace‐consciousmeasure,andthatitisasubstantialburdenbutnotautomatically“fatalinfact.”64.Thecourtpointedoutthat“[t]heunhappypersistenceofboththepracticeandthelingeringeffectsofracialdiscriminationagainstminoritygroupsinthiscountryisanunfortunatereality,andgovernmentisnotdisqualifiedfromactinginresponsetoit.”65.Insoacting,agovernmentalentitymustdemonstrateithadacompellinginterestin“remedyingtheeffectsofpastorpresentracialdiscrimination.”66.

Thus,theFourthCircuitfoundthattojustifyarace‐consciousmeasure,agovernmentmustidentifythatdiscrimination,publicorprivate,withsomespecificity,andmusthaveastrongbasisinevidenceforitsconclusionthatremedialactionisnecessary.67ThecourtinH.B.Roweafterfindingthatthereisno‘precisemathematicalformulatoassessthequantumofevidencethatrisestotheCroson‘strongbasisinevidence’benchmark,statedthesufficiencyoftheState’sevidenceofdiscrimination“mustbeevaluatedonacase‐by‐casebasis.”68

ThecourtinH.B.Roweheldthattosatisfystrictscrutiny,thestate’sstatutoryschememustalsobe“narrowlytailored”toservethestate’scompellinginterestinnotfinancingprivatediscriminationwithpublicfunds.69

60 H.B.Rowe,615F.3dat241,quotingRotheDev.Corp.v.Dep’tofDef.,545F.3d1023,1049(Fed.Cir.2008)(quotingW.H.

ScottConstr.Co.v.CityofJackson,199F.3d206,218n.11(5thCir.1999));W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206,217‐218(5thCir.1999);see,ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,596‐598,603(3dCir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3d996,1002‐1007(3dCir.1993).

61 H.B.RoweCo.,615F.3dat241;see,e.g.,MidwestFence,840F.3d932,952‐954(7thCir.2016);ConcreteWorks,321F.3dat958;,ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,596‐598,603(3dCir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3d996,1002‐1007(3dCir.1993).

62 Croson,488U.S.509,see,e.g.,MidwestFence,840F.3d932,952‐954(7thCir.2016);H.B.Rowe,615F.3dat241;ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,596‐598,603(3dCir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3d996,1002‐1007(3dCir.1993).

63 H.B.Rowe,615F.3dat241,quotingMarylandTroopersAssociation,Inc.v.Evans,993F.2d1072,1077(4thCir.1993);see,e.g.,MidwestFence,840F.3d932,952‐954(7thCir.2016);AGC,SanDiegov.Caltrans,713F.3dat1196;seealso,ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,596‐598,603(3dCir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3d996,1002‐1007(3dCir.1993);KossmanContractingCo.,Inc.v.CityofHouston,2016WL1104363(S.D.Tex.2016).

64 615F.3d233at241.65 Id.,615F.3dat241,quotingAlexanderv.Estepp,95F.3d312,315(4thCir.1996).66 Id.,quotingShawv.Hunt,517U.S.899,909(1996).67 615F.3d233at241quoting,Croson,488U.S.at504andWygantv.JacksonBoardofEducation,476U.S.267,277

(1986)(pluralityopinion),see,e.g.,ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,596‐605(3dCir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3d990,999,1002,1005‐1008(3dCir.1993).

68 Id.,615F.3dat241.(internalquotationmarksomitted).69 615F.3d233at242,citingAlexander,95F.3dat315(citingAdarand,515U.S.at227).

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Statisticalevidence.Statisticalevidenceofdiscriminationisaprimarymethodusedtodeterminewhetherornotastrongbasisinevidenceexiststodevelop,adoptandsupportaremedialprogram(i.e.,toproveacompellinggovernmentalinterest),orinthecaseofarecipientcomplyingwiththeFederalDBEProgram,toprovenarrowtailoringofprogramimplementationatthestaterecipientlevel.70“Wheregrossstatisticaldisparitiescanbeshown,theyaloneinapropercasemayconstituteprimafacieproofofapatternorpracticeofdiscrimination.”71

Oneformofstatisticalevidenceisthecomparisonofagovernment’sutilizationofMBE/WBEscomparedtotherelativeavailabilityofqualified,willingandableMBE/WBEs.72Thefederalcourtshaveheldthatasignificantstatisticaldisparitybetweentheutilizationandavailabilityofminority‐andwomen‐ownedfirmsmayraiseaninferenceofdiscriminatoryexclusion.73However,asmallstatisticaldisparity,standingalone,maybeinsufficienttoestablishdiscrimination.74

Otherconsiderationsregardingstatisticalevidenceinclude:

Availabilityanalysis.Adisparityindexrequiresanavailabilityanalysis.MBE/WBEandDBEavailabilitymeasurestherelativenumberofMBE/WBEsandDBEsamongallfirmsready,willingandabletoperformacertaintypeofworkwithinaparticulargeographicmarketarea.75Thereisauthoritythatmeasuresofavailabilitymaybeapproachedwithdifferentlevelsofspecificityandthepracticalityofvariousapproachesmustbe

70 See,e.g.,Croson,488U.S.at509;MidwestFence,840F.3d932,935,948‐954(7thCir.2016);AGC,SDCv.Caltrans,713F.3dat

1195‐1196;N.Contracting,473F.3dat718‐19,723‐24;WesternStatesPaving,407F.3dat991;SherbrookeTurf,345F.3dat973‐974;AdarandVII,228F.3dat1166;W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206,217‐218(5thCir.1999);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,596‐605(3dCir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3d990,999,1002,1005‐1008(3dCir.1993);seealso,KossmanContractingCo.,Inc.v.CityofHouston,2016WL1104363(S.D.Tex.2016);GeyerSignal,2014WL1309092.

71 Croson,488U.S.at501,quotingHazelwoodSchoolDist.v.UnitedStates,433U.S.299,307‐08(1977);seeMidwestFence,840F.3d932,948‐954(7thCir.2016);AGC,SDCv.Caltrans,713F.3dat1196‐1197;N.Contracting,473F.3dat718‐19,723‐24;WesternStatesPaving,407F.3dat991;SherbrookeTurf,345F.3dat973‐974;AdarandVII,228F.3dat1166;W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206,217‐218(5thCir.1999).

72 Croson,448U.S.at509;seeMidwestFence,840F.3d932,935,948‐954(7thCir.2016);AGC,SDCv.Caltrans,713F.3dat1191‐1197;H.B.Rowev.NCDOT,615F.3d233,241‐244(4thCir.2010);Rothe,545F.3dat1041‐1042;ConcreteWorksofColo.,Inc.v.CityandCountyofDenver(“ConcreteWorksII”),321F.3d950,959(10thCir.2003);DrabikII,214F.3d730,734‐736;W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206,217‐218(5thCir.1999);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,596‐605(3dCir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3d990,999,1002,1005‐1008(3dCir.1993);seealso,KossmanContractingCo.,Inc.v.CityofHouston,2016WL1104363(S.D.Tex.2016).

73 See,e.g.,Croson,488U.S.at509;MidwestFence,840F.3d932,935,948‐954(7thCir.2016);AGC,SDCv.Caltrans,713F.3dat1191‐1197;H.B.Rowev.NCDOT,615F.3d233,241‐244(4thCir.2010);Rothe,545F.3dat1041;ConcreteWorksII,321F.3dat970;W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206,217‐218(5thCir.1999);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,596‐605(3dCir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3d990,999,1002,1005‐1008(3d.Cir.1993);seealsoWesternStatesPaving,407F.3dat1001;KossmanContracting,2016WL1104363(S.D.Tex.2016).

74 WesternStatesPaving,407F.3dat1001.75 See,e.g.,Croson,448U.S.at509;49CFR§26.35;AGC,SDCv.Caltrans,713F.3dat1191‐1197;Rothe,545F.3dat1041‐

1042;N.Contracting,473F.3dat718,722‐23;WesternStatesPaving,407F.3dat995;W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206,217‐218(5thCir.1999);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,602‐603(3d.Cir.1996);seealso,KossmanContractingCo.,Inc.v.CityofHouston,2016WL1104363(S.D.Tex.2016).

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considered,76“Ananalysisisnotdevoidofprobativevaluesimplybecauseitmaytheoreticallybepossibletoadoptamorerefinedapproach.”77

Utilizationanalysis.Courtshaveacceptedmeasuringutilizationbasedontheproportionofanagency’scontractdollarsgoingtoMBE/WBEsandDBEs.78

Disparityindex.Animportantcomponentofstatisticalevidenceisthe“disparityindex.”79Adisparityindexisdefinedastheratioofthepercentutilizationtothepercentavailabilitytimes100.Adisparityindexbelow80hasbeenacceptedasevidenceofadverseimpact.Thishasbeenreferredtoas“TheRuleofThumb”or“The80percentRule.”80

Twostandarddeviationtest.Thestandarddeviationfiguredescribestheprobabilitythatthemeasureddisparityistheresultofmerechance.Somecourtshaveheldthatastatisticaldisparitycorrespondingtoastandarddeviationoflessthantwoisnotconsideredstatisticallysignificant.81

Intermsofstatisticalevidence,theFourthCircuithasheldthatastate“neednotconclusivelyprovetheexistenceofpastorpresentracialdiscriminationtoestablishastrongbasisinevidence”,butratheritmayrelyon“asignificantstatisticaldisparity”betweentheavailabilityofqualified,willing,andableminoritysubcontractorsandtheutilizationofsuchsubcontractorsbythegovernmentalentityoritsprimecontractors.82.

TheFourthCircuitinH.B.RoweconsideredthestatisticalevidencefromadisparitystudyinconsideringtheequalprotectionchallengetotheNorthCarolinaminority‐andwoman‐ownedparticipationprogramandlookedtodisparityindices,ortocomputationsofdisparity

76 ContractorsAss’nofEasternPennsylvania,Inc.v.CityofPhiladelphia(“CAEPII”),91F.3d586,603(3dCir.1996);see,e.g.,

AGC,SDCv.Caltrans,713F.3dat1197,quotingCroson,488U.S.at706(“degreeofspecificityrequiredinthefindingsofdiscrimination…mayvary.”);H.B.Rowe,v.NCDOT,615F.3d233,241‐244(4thCir.2010);W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206,217‐218(5thCir.1999);seealso,KossmanContractingCo.,Inc.v.CityofHouston,2016WL1104363(S.D.Tex.2016).

77 ContractorsAss’nofEasternPennsylvania,Inc.v.CityofPhiladelphia(“CAEPII”),91F.3d586,603(3dCir.1996);see,e.g.,AGC,SDCv.Caltrans,713F.3dat1197,quotingCroson,488U.S.at706(“degreeofspecificityrequiredinthefindingsofdiscrimination…mayvary.”);H.B.Rowe,v.NCDOT,615F.3d233,241‐244(4thCir.2010);W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206,217‐218(5thCir.1999);seealso,KossmanContractingCo.,Inc.v.CityofHouston,2016WL1104363(S.D.Tex.2016).

78 SeeMidwestFence,840F.3d932,949‐953(7thCir.2016);AGC,SDCv.Caltrans,713F.3dat1191‐1197;H.B.Rowe,v.NCDOT,615F.3d233,241‐244(4thCir.2010);Eng’gContractorsAss’n,122F.3dat912;N.Contracting,473F.3dat717‐720;SherbrookeTurf,345F.3dat973.

79 MidwestFence,840F.3d932,949‐953(7thCir.2016);H.B.Rowe,v.NCDOT,615F.3d233,241‐244(4thCir.2010);Eng’gContractorsAss’n,122F.3dat914;W.H.ScottConstr.Co.v.CityofJackson,199F.3d206,218(5thCir.1999);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,602‐603(3d.Cir.1996);ContractorsAss’nofEasternPennsylvania,Inc.v.CityofPhiladelphia,6F.3d990at1005(3rdCir.1993).

80 See,e.g.,Ricciv.DeStefano,557U.S.557,129S.Ct.2658,2678(2009);MidwestFence,840F.3d932,950(7thCir.2016);H.B.Rowe,v.NCDOT,615F.3d233,241‐244(4thCir.2010);AGC,SDCv.Caltrans,713F.3dat1191;Rothe,545F.3dat1041;Eng’gContractorsAss’n,122F.3dat914,923;ConcreteWorksI,36F.3dat1524.

81 See,e.g.,H.B.Rowe,v.NCDOT,615F.3d233,241‐244(4thCir.2010);Eng’gContractorsAss’n,122F.3dat914,917,923.TheEleventhCircuitfoundthatadisparitygreaterthantwoorthreestandarddeviationshasbeenheldtobestatisticallysignificantandmaycreateapresumptionofdiscriminatoryconduct.;Peightalv.MetropolitanEng’gContractorsAss’n,26F.3d1545,1556(11thCir.1994).TheSeventhCircuitCourtofAppealsinKadasv.MCISystemhouseCorp.,255F.3d359(7thCir.2001),raisedquestionsastotheuseofthestandarddeviationtestaloneasacontrollingfactorindeterminingtheadmissibilityofstatisticalevidencetoshowdiscrimination.Rather,theCourtconcludeditisforthejudgetosay,onthebasisofthestatisticalevidence,whetheraparticularsignificancelevel,inthecontextofaparticularstudyinaparticularcase,istoolowtomakethestudyworththeconsiderationofjudgeorjury.255F.3dat363.

82 615F.3d233at241,citingCroson,488U.S.at509(pluralityopinion),andcitingConcreteWorks,321F.3dat958.

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percentages,indeterminingwhetherCroson’sevidentiaryburdenwassatisfied.83TheFourthCircuitfoundthatdisparitystudiescanbeprobativeevidenceofdiscrimination.84

Anecdotalevidence.Anecdotalevidenceincludespersonalaccountsofincidents,includingofdiscrimination,toldfromthewitness’perspective.Anecdotalevidenceofdiscrimination,standingalone,generallyisinsufficienttoshowasystematicpatternofdiscrimination.85Butpersonalaccountsofactualdiscriminationmaycomplementempiricalevidenceandplayanimportantroleinbolsteringstatisticalevidence.86Ithasbeenheldthatanecdotalevidenceofalocalorstategovernment’sinstitutionalpracticesthatexacerbatediscriminatorymarketconditionsareoftenparticularlyprobative.87

Examplesofanecdotalevidencemayinclude:

TestimonyofMBE/WBEorDBEownersregardingwhethertheyfacedifficultiesorbarriers;

DescriptionsofinstancesinwhichMBE/WBEorDBEownersbelievetheyweretreatedunfairlyorwerediscriminatedagainstbasedontheirrace,ethnicity,orgenderorbelievetheyweretreatedfairlywithoutregardtorace,ethnicity,orgender;

Statementsregardingwhetherfirmssolicit,orfailtosolicit,bidsorpricequotesfromMBE/WBEsorDBEsonnon‐goalprojects;and

Statementsregardingwhetherthereareinstancesofdiscriminationinbiddingonspecificcontractsandinthefinancingandinsurancemarkets.88

Courtshaveacceptedandrecognizethatanecdotalevidenceisthewitness’narrativeofincidentstoldfromhisorherperspective,includingthewitness’thoughts,feelings,andperceptions,andthusanecdotalevidenceneednotbeverified.89

TheFourthCircuitinH.B.Rowestatedthatinadditiontostatisticalevidenceit“furtherrequire[s]thatsuchevidencebe‘corroboratedbysignificantanecdotalevidenceofracialdiscrimination.’”90Thecourtrejectedtheplaintiffs’contentionthattheanecdotaldatawas

83 H.B.Rowe,615F.3d233,241‐242;see,e.g.,ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3dat602‐605(3dCir.

1996).84 H.B.Rowe,615F.3dat241‐249;see,e.g.,ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3dat602‐605(3dCir.

1996).85 See,e.g.,AGC,SDCv.Caltrans,713F.3dat1192,1196‐1198;Eng’gContractorsAss’n,122F.3dat924‐25;ContractorsAss’n

ofE.Pa.v.CityofPhiladelphia,6F.3d990,1002‐1003(3d.Cir.1993);CoralConstr.Co.v.KingCounty,941F.2d910,919(9thCir.1991);O’DonnelConstr.Co.v.DistrictofColumbia,963F.2d420,427(D.C.Cir.1992).

86 See,e.g.,MidwestFence,840F.3d932,953(7thCir.2016);AGC,SDCv.Caltrans,713F.3dat1192,1196‐1198;H.B.Rowe,615F.3d233,248‐249;Eng’gContractorsAss’n,122F.3dat925‐26;ConcreteWorks,36F.3dat1520;ContractorsAss’n,6F.3dat1003;CoralConstr.Co.v.KingCounty,941F.2d910,919(9thCir.1991);seealso,KossmanContractingCo.,Inc.v.CityofHouston,2016WL1104363(S.D.Tex.2016).

87 ConcreteWorksI,36F.3dat1520.88 See,e.g.,AGC,SDCv.Caltrans,713F.3dat1197;H.B.Rowe,615F.3d233,241‐242;249‐251;NorthernContracting,2005

WL2230195,at13‐15(N.D.Ill.2005),affirmed,473F.3d715(7thCir.2007);e.g.,ConcreteWorks,321F.3dat989;AdarandVII,228F.3dat1166‐76.Foradditionalexamplesofanecdotalevidence,seeEng’gContractorsAss’n,122F.3dat924;ConcreteWorks,36F.3dat1520;ConeCorp.v.HillsboroughCounty,908F.2d908,915(11thCir.1990);DynaLantic,885F.Supp.2d237;FloridaA.G.C.Council,Inc.v.StateofFlorida,303F.Supp.2d1307,1325(N.D.Fla.2004).

89 See,e.g.,AGC,SDCv.Caltrans,713F.3dat1197;H.B.Rowe,615F.3d233,241‐242,248‐249;ConcreteWorksII,321F.3dat989;Eng’gContractorsAss’n,122F.3dat924‐26;ConeCorp.,908F.2dat915;NorthernContracting,Inc.v.Illinois,2005WL2230195at*21,N.32(N.D.Ill.Sept.8,2005),aff’d473F.3d715(7thCir.2007).

90 615F.3dat241,quotingMarylandTroopersAssociation,Inc.v.Evans,993F.2d1072,1077(4thCir.1993).

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flawedbecausethestudydidnotverifytheanecdotaldataandthattheconsultantoversampledminoritysubcontractorsincollectingthedata.91

TheFourthCircuitstatedthattheplaintiffsofferednorationaleastowhyafactfindercouldnotrelyontheState’s“unverified”anecdotaldata,andpointedoutthatafactfindercouldverywellconcludethatanecdotalevidenceneednot‐andindeedcannot‐beverifiedbecauseit“isnothingmorethanawitness’narrativeofanincidenttoldfromthewitness’perspectiveandincludingthewitness’perceptions.”92ThecourtinH.B.Roweheldthatanecdotalevidencesupplementsstatisticalevidenceofdiscrimination.93

ThecourtinH.B.RowefoundthatNorthCarolina’sanecdotalevidenceofdiscriminationsufficientlysupplementedtheState’sstatisticalshowing.94Thesurveyevidenceexposedaninformal,raciallyexclusivenetworkthatsystemicallydisadvantagedminoritysubcontractors.95ThecourtheldthattheStatecouldconcludethatsuchnetworksexertachronicandperniciousinfluenceonthemarketplacethatcallsforremedialaction.96

ThecourtinH.B.Roweconcludedtheanecdotalevidenceindicatedthatracialdiscriminationisacriticalfactorunderlyingthegrossstatisticaldisparitiespresentedinthedisparitystudy97.Thus,thecourtheldthattheStatepresentedsubstantialstatisticalevidenceofgrossdisparity,corroboratedby“disturbing”anecdotalevidence.98

b.TheNarrowTailoringRequirement.

Thesecondprongofthestrictscrutinyanalysisrequiresthatarace‐orethnicity‐basedprogramorlegislationimplementedtoremedypastidentifieddiscriminationintherelevantmarketbe“narrowlytailored”toreachthatobjective.

Thenarrowtailoringrequirementhasseveralcomponentsandthecourts,includingtheFourthCircuitCourtofAppeals,analyzeseveralcriteriaorfactorsindeterminingwhetheraprogramorlegislationsatisfiesthisrequirementincluding:

Thenecessityforthereliefandtheefficacyofalternativerace‐,ethnicity‐,andgender‐neutralremedies;

Theflexibilityanddurationoftherelief,includingtheavailabilityofwaiverprovisions;

Therelationshipofnumericalgoalstotherelevantlabormarket;and

Theimpactofarace‐,ethnicity‐,orgender‐consciousremedyontherightsofthirdparties.99

91 Id.at249.92 615F.3d233at249,quotingConcreteWorks,321F.3dat989.93 Id.at249.94 Id.95 Id.at251.96 Id.97 Id.at251.98 Id.99 See,e.g.,MidwestFence,840F.3d932,942,953‐954(7thCir.2016);AGC,SDCv.Caltrans,713F.3dat1198‐1199;H.B.

Rowe,615F.3d233,252‐255;Rothe,545F.3dat1036;WesternStatesPaving,407F3dat993‐995;SherbrookeTurf,345

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TosatisfythenarrowlytailoredprongofthestrictscrutinyanalysisinthecontextoftheFederalDBEProgram,whichisinstructivetothestudy,thefederalcourtsthathaveevaluatedstateandlocalDBEProgramsandtheirimplementationoftheFederalDBEProgram,heldthefollowingfactorsarepertinent:

Evidenceofdiscriminationoritseffectsinthestatetransportationcontractingindustry;

Flexibilityanddurationofarace‐orethnicity‐consciousremedy;

RelationshipofanynumericalDBEgoalstotherelevantmarket;

Effectivenessofalternativerace‐andethnicity‐neutralremedies;

Impactofarace‐orethnicity‐consciousremedyonthirdparties;and

Applicationofanyrace‐orethnicity‐consciousprogramtoonlythoseminoritygroupswhohaveactuallysuffereddiscrimination.100

TheEleventhCircuitdescribedthe“theessenceofthe‘narrowlytailored’inquiry[as]thenotionthatexplicitlyracialpreferences…mustonlybea‘lastresort’option.”101Courtshavefoundthat“[w]hilenarrowtailoringdoesnotrequireexhaustionofeveryconceivablerace‐neutralalternative,itdoesrequireserious,goodfaithconsiderationofwhethersuchalternativescouldservethegovernmentalinterestatstake.”102

Similarly,theSixthCircuitCourtofAppealsinAssociatedGen.Contractorsv.Drabik(“DrabikII”),stated:“Adarandteachesthatacourtcalledupontoaddressthequestionofnarrowtailoringmustask,“forexample,whethertherewas‘anyconsiderationoftheuseofrace‐neutralmeanstoincreaseminoritybusinessparticipation’ingovernmentcontracting…orwhethertheprogramwasappropriatelylimitedsuchthatit‘willnotlastlongerthanthediscriminatoryeffectsitisdesignedtoeliminate.’”103

TheSupremeCourtinParentsInvolvedinCommunitySchoolsv.SeattleSchoolDistrict104alsofoundthatrace‐andethnicity‐basedmeasuresshouldbeemployedasalastresort.Themajorityopinionstated:“Narrowtailoringrequires‘serious,goodfaithconsiderationofworkablerace‐neutralalternatives,’andyetinSeattleseveralalternativeassignmentplans—manyofwhichwouldnothaveusedexpressracialclassifications—wererejectedwithlittleorno

F.3dat971;AdarandVII,228F.3dat1181;W.H.ScottConstr.Co.v.CityofJackson,Mississippi,199F.3d206(5thCir.1999);Eng’gContractorsAss’n,122F.3dat927(internalquotationsandcitationsomitted);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3d586,605‐610(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3d990,1008‐1009(3d.Cir.1993);seealso,GeyerSignal,Inc.,2014WL1309092.

100 See,e.g.,MidwestFence,840F.3d932,942,953‐954(7thCir.2016);AGC,SDCv.Caltrans,713F.3dat1198‐1199;H.B.Rowe,615F.3d233,243‐245,252‐255;WesternStatesPaving,407F.3dat998;SherbrookeTurf,345F.3dat971;AdarandVII,228F.3dat1181;KornhassConstruction,Inc.v.StateofOklahoma,DepartmentofCentralServices,140F.Supp.2dat1247‐1248;seealsoGeyerSignal,Inc.,2014WL1309092.

101 Eng’gContractorsAss’n,122F.3dat926(internalcitationsomitted);seealsoVirdiv.DeKalbCountySchoolDistrict,135Fed.Appx.262,264,2005WL138942(11thCir.2005)(unpublishedopinion);Websterv.FultonCounty,51F.Supp.2d1354,1380(N.D.Ga.1999),aff’dpercuriam218F.3d1267(11thCir.2000).

102 SeeGrutterv.Bollinger,539U.S.306,339(2003);Richmondv.J.A.CrosonCo.,488U.S.469,509‐10(1989);H.B.Rowe,615F.3d233,252‐255;WesternStatesPaving,407F.3dat993;SherbrookeTurf,345F.3dat972;seealsoAdarandI,515U.S.at237‐38.

103 AssociatedGen.ContractorsofOhio,Inc.v.Drabik(“DrabikII”),214F.3d730,738(6thCir.2000).104 551U.S.701,734‐37,127S.Ct.2738,2760‐61(2007).

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consideration.”105TheCourtfoundthattheDistrictfailedtoshowitseriouslyconsideredrace‐neutralmeasures.

The“narrowlytailored”analysisisinstructiveintermsofdevelopinganypotentiallegislationorprogramsthatinvolveMBE/WBE/DBEsorinconnectionwithdeterminingappropriateremedialmeasurestoachievelegislativeobjectives.

Race‐,ethnicity‐,andgender‐neutralmeasures.Totheextenta“strongbasisinevidence”existsconcerningdiscriminationinalocalorstategovernment’srelevantcontractingandprocurementmarket,thecourtsanalyzeseveralcriteriaorfactorstodeterminewhetherastate’simplementationofarace‐orethnicity‐consciousprogramisnecessaryandthusnarrowlytailoredtoachieveremedyingidentifieddiscrimination.Oneofthekeyfactorsdiscussedaboveisconsiderationofrace‐,ethnicity‐andgender‐neutralmeasures.

Thecourtsrequirethatalocalorstategovernmentseriouslyconsiderrace‐,ethnicity‐andgender‐neutraleffortstoremedyidentifieddiscrimination.106Andthecourtshaveheldunconstitutionalthoserace‐andethnicity‐consciousprogramsimplementedwithoutconsiderationofrace‐andethnicity‐neutralalternativestoincreaseminoritybusinessparticipationinstateandlocalcontracting.107

TheCourtinCrosonfollowedbydecisionsfromfederalcourtsofappealfoundthatlocalandstategovernmentshaveattheirdisposala“wholearrayofrace‐neutraldevicestoincreasetheaccessibilityofcitycontractingopportunitiestosmallentrepreneursofallraces.”108

Examplesofrace‐,ethnicity‐,andgender‐neutralalternativesinclude,butarenotlimitedto,thefollowing:

Providingassistanceinovercomingbondingandfinancingobstacles;

Relaxationofbondingrequirements;

Providingtechnical,managerialandfinancialassistance;

Establishingprogramstoassiststart‐upfirms;

Simplificationofbiddingprocedures;

Trainingandfinancialaidforalldisadvantagedentrepreneurs;

Non‐discriminationprovisionsincontractsandinstatelaw;

105 551U.S.701,734‐37,127S.Ct.at2760‐61;seealsoFisherv.UniversityofTexas,133S.Ct.2411(2013);Grutterv.Bollinger,

539U.S.305(2003).106 See,e.g.,MidwestFence,840F.3d932,937‐938,953‐954(7thCir.2016);AGC,SDCv.Caltrans,713F.3dat1199;H.B.Rowe,

615F.3d233,252‐255;WesternStatesPaving,407F.3dat993;SherbrookeTurf,345F.3dat972;AdarandVII,228F.3dat1179;Eng’gContractorsAss’n,122F.3dat927;ContractorsAss’nofE.Pa.v.CityofPhiladelphia(CAEPII),91F.3dat608‐609(3d.Cir.1996);ContractorsAss’n(CAEPI),6F.3dat1008‐1009(3d.Cir.1993);CoralConstr.,941F.2dat923.

107 See,Croson,488U.S.at507;DrabikI,214F.3dat738(citationsandinternalquotationsomitted);seealso,Eng’gContractorsAss’n,122F.3dat927;Virdi,135Fed.Appx.At268;ContractorsAss’nofE.Pa.v.CityofPhiladelphia(CAEPII),91F.3dat608‐609(3d.Cir.1996);ContractorsAss’n(CAEP(I),6F.3dat1008‐1009(3d.Cir.1993).

108 Croson,488U.S.at509‐510.

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Mentor‐protégéprogramsandmentoring;

Effortstoaddresspromptpaymentstosmallerbusinesses;

Smallcontractsolicitationstomakecontractsmoreaccessibletosmallerbusinesses;

Expansionofadvertisementofbusinessopportunities;

Outreachprogramsandefforts;

“Howtodobusiness”seminars;

Sponsoringnetworkingsessionsthroughoutthestateacquaintsmallfirmswithlargefirms;

CreationanddistributionofMBE/WBEandDBEdirectories;and

Streamliningandimprovingtheaccessibilityofcontractstoincreasesmallbusinessparticipation.109

Thecourtshaveheldthatwhilethenarrowtailoringanalysisdoesnotrequireagovernmentalentitytoexhausteverypossiblerace‐,ethnicity‐,andgender‐neutralalternative,itdoes“requireserious,goodfaithconsiderationofworkablerace‐neutralalternatives.110

Additionalfactorsconsideredundernarrowtailoring.

Inadditiontotherequiredconsiderationofthenecessityforthereliefandtheefficacyofalternativeremedies(race‐andethnicity‐neutralefforts),thecourtsrequireevaluationofadditionalfactorsaslistedabove.111Forexample,tobeconsiderednarrowlytailored,courtshaveheldthataMBE/WBE‐orDBE‐typeprogramshouldinclude:(1)built‐inflexibility;112(2)goodfaitheffortsprovisions;113(3)waiverprovisions;114(4)arationalbasisforgoals;115(5)graduationprovisions;116(6)remediesonlyforgroupsforwhichtherewerefindingsof

109 See,e.g.,Croson,488U.S.at509‐510;H.B.Rowe,615F.3d233,252‐255;N.Contracting,473F.3dat724;AdarandVII,228

F.3d1179;49CFR§26.51(b);seealso,Eng’gContractorsAss’n,122F.3dat927‐29;ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3dat608‐609(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3dat1008‐1009(3d.Cir.1993).

110 ParentsInvolvedinCommunitySchoolsv.SeattleSchoolDistrict,551U.S.701,732‐47,127S.Ct2738,2760‐61(2007);AGC,SDCv.Caltrans,713F.3dat1199,citingGrutterv.Bollinger,539U.S.306,339(2003);H.B.Rowe,615F.3d233,252‐255;WesternStatesPaving,407F.3dat993;SherbrookeTurf,345F.3dat972;Eng’gContractorsAss’n,122F.3dat927.

111 SeeMidwestFence,840F.3d932,937‐939,947‐954(7thCir.2016);H.B.Rowe,615F.3d233,252‐255;SherbrookeTurf,345F.3dat971‐972;Eng’gContractorsAss’n,122F.3dat927;ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3dat608‐609(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3dat1008‐1009(3d.Cir.1993).

112 MidwestFence,840F.3d932,937‐939,947‐954(7thCir.2016);H.B.Rowe,615F.3d233,253;SherbrookeTurf,345F.3dat971‐972;CAEPI,6F.3dat1009;AssociatedGen.ContractorsofCa.,Inc.v.CoalitionforEconomicEquality(“AGCofCa.”),950F.2d1401,1417(9thCir.1991);CoralConstr.Co.v.KingCounty,941F.2d910,923(9thCir.1991);ConeCorp.v.HillsboroughCounty,908F.2d908,917(11thCir.1990).

113 MidwestFence,840F.3d932,937‐939,947‐954(7thCir.2016);H.B.Rowe,615F.3d233,253;SherbrookeTurf,345F.3dat971‐972;CAEPI,6F.3dat1019;ConeCorp.,908F.2dat917.

114 MidwestFence,840F.3d932,937‐939,947‐954(7thCir.2016);H.B.Rowe,615F.3d233,253;AGCofCa.,950F.2dat1417;ConeCorp.,908F.2dat917;ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3dat606‐608(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3dat1008‐1009(3d.Cir.1993).

115 Id;SherbrookeTurf,345F.3dat971‐973;ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3dat606‐608(3d.Cir.1996);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3dat1008‐1009(3d.Cir.1993).

116 Id.

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discrimination;117(7)sunsetprovisions;118and(8)limitationinitsgeographicalscopetotheboundariesoftheenactingjurisdiction.119

2. Intermediate scrutiny analysis 

CertainFederalCourtsofAppeal,includingtheFourthCircuitCourtofAppeals,applyintermediatescrutinytogender‐consciousprograms.120TheFourthCircuithasapplied“intermediatescrutiny”toclassificationsbasedongender.121Restrictionssubjecttointermediatescrutinyarepermissiblesolongastheyaresubstantiallyrelatedtoserveanimportantgovernmentalinterest.122

Thecourtshaveinterpretedthisintermediatescrutinystandardtorequirethatgender‐basedclassificationsbe:

1. Supportedbyboth“sufficientprobative”evidenceor“exceedinglypersuasivejustification”insupportofthestatedrationalefortheprogram;and

2. Substantiallyrelatedtotheachievementofthatunderlyingobjective.123

Underthetraditionalintermediatescrutinystandard,thecourtreviewsagender‐consciousprogrambyanalyzingwhetherthestateactorhasestablishedasufficientfactualpredicatefortheclaimthatfemale‐ownedbusinesseshavesuffereddiscrimination,andwhetherthegender‐consciousremedyisanappropriateresponsetosuchdiscrimination.Thisstandardrequiresthestateactortopresent“sufficientprobative”evidenceinsupportofitsstatedrationalefortheprogram.124

117 See,e.g.,AGC,SDCv.Caltrans,713F.3dat1198‐1199;H.B.Rowe,615F.3d233,253‐255;WesternStatesPaving,407F.3d

at998;AGCofCa.,950F.2dat1417;ContractorsAss’nofE.Pa.v.CityofPhiladelphia,91F.3dat593‐594,605‐609(3d.Cir.1996);ContractorsAss’n(CAEPI),6F.3dat1009,1012(3d.Cir.1993);KossmanContractingCo.,Inc.,v.CityofHouston,2016WL1104363(W.D.Tex.2016);SherbrookeTurf,2001WL150284(unpublishedopinion),aff’d345F.3d964.

118 See,e.g.,H.B.Rowe,615F.3d233,254;SherbrookeTurf,345F.3dat971‐972;Peightal,26F.3dat1559;.seealso,KossmanContractingCo.,Inc.v.CityofHouston,2016WL1104363(W.D.Tex.2016).

119 CoralConstr.,941F.2dat925.120 H.B.RoweCo.,Inc.v.NCDOT,615F.3d233,242(4thCir.2010);AssociatedUtilityContractorsofMaryland,Inc.v.TheMayor

andCityCouncilofBaltimore,etal.,83F.Supp.2d613,619‐620(2000);Seegenerally,AGC,SDCv.Caltrans,713F.3dat1195;WesternStatesPaving,407F.3dat990n.6;CoralConstr.Co.,941F.2dat931‐932(9thCir.1991);Equal.Found.v.CityofCincinnati,128F.3d289(6thCir.1997);Eng’gContractorsAss’n,122F.3dat905,908,910;EnsleyBranchN.A.A.C.P.v.Seibels,31F.3d1548(11thCir.1994);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3dat1009‐1011(3dCir.1993);seealsoU.S.v.Virginia,518U.S.515,532andn.6(1996)(“exceedinglypersuasivejustification.”);GeyerSignal,2014WL1309092.

121 H.B.RoweCo.,Inc.v.NCDOT,615F.3d233,242(4thCir.2010);AssociatedUtilityContractorsofMaryland,Inc.v.TheMayorandCityCouncilofBaltimore,etal.,83F.Supp.2d613,619‐620(2000);see,e.g.,ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3dat1009‐1011(3dCir.1993);Cunninghamv.Beavers,858F.2d269,273(5thCir.1988),cert.denied,489U.S.1067(1989)(citingCraigv.Boren,429U.S.190(1976),andLalliv.Lalli,439U.S.259(1978)).

122 H.B.RoweCo.,Inc.v.NCDOT,615F.3d233,242(4thCir.2010);AssociatedUtilityContractorsofMaryland,Inc.v.TheMayorandCityCouncilofBaltimore,etal.,83F.Supp.2d613,619‐620(2000);see,e.g.,Serv.Emp.Int’lUnion,Local5v.CityofHous.,595F.3d588,596(5thCir.2010);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3dat1009‐1011(3dCir.1993).

123 See,AGC,SDCv.Caltrans,713F.3dat1195;H.B.RoweCo.,Inc.v.NCDOT,615F.3d233,242(4thCir.2010);WesternStatesPaving,407F.3dat990n.6;CoralConstr.Co.,941F.2dat931‐932(9thCir.1991);Equal.Found.v.CityofCincinnati,128F.3d289(6thCir.1997);Eng’gContractorsAss’n,122F.3dat905,908,910;EnsleyBranchN.A.A.C.P.v.Seibels,31F.3d1548(11thCir.1994);ContractorsAss’nofE.Pa.v.CityofPhiladelphia,6F.3dat1009‐1011(3dCir.1993);AssociatedUtilityContractorsofMaryland,Inc.v.TheMayorandCityCouncilofBaltimore,etal.,83F.Supp.2d613,619‐620(2000);seealsoU.S.v.Virginia,518U.S.515,532andn.6(1996)(“exceedinglypersuasivejustification.”).

124 Id.TheSeventhCircuitCourtofAppeals,however,inBuildersAss’nofGreaterChicagov.CountyofCook,Chicago,didnotholdthereisadifferentlevelofscrutinyforgenderdiscriminationorgenderbasedprograms.256F.3d642,644‐45(7thCir.2001).TheCourtinBuildersAss’nrejectedthedistinctionappliedbytheEleventhCircuitinEngineeringContractors.

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Intermediatescrutiny,asinterpretedbyfederalcircuitcourtsofappeal,requiresadirect,substantialrelationshipbetweentheobjectiveofthegenderpreferenceandthemeanschosentoaccomplishtheobjective.125Themeasureofevidencerequiredtosatisfyintermediatescrutinyislessthanthatnecessarytosatisfystrictscrutiny.Unlikestrictscrutiny,ithasbeenheldthattheintermediatescrutinystandarddoesnotrequireashowingofgovernmentinvolvement,activeorpassive,inthediscriminationitseekstoremedy.126

TheFourthCircuitciteswithapprovaltheguidancefromtheEleventhCircuitthathasheld“[w]henagender‐consciousaffirmativeactionprogramrestsonsufficientevidentiaryfoundation,thegovernmentisnotrequiredtoimplementtheprogramonlyasalastresort….Additionally,underintermediatescrutiny,agender‐consciousprogramneednotcloselytieitsnumericalgoalstotheproportionofqualifiedwomeninthemarket.”127

TheFourthCircuitinH.B.Rowe,foundthatthedisparityanalysisdemonstratedwomen‐ownedbusinesseswonfarmorethantheirexpectedshareofsubcontractingdollarsduringthestudyperiod.128Therefore,thecourtconcludedthatprimecontractorssubstantiallyoverutilizedwomensubcontractorsonpublicroadconstructionprojects.129Thecourtheldthepublic‐sectorevidencedidnotevincethe“exceedinglypersuasivejustification”theSupremeCourtrequires.130

TheSupremeCourthasstatedthatanaffirmativeactionprogramsurvivesintermediatescrutinyiftheproponentcanshowitwas“aproductofanalysisratherthanastereotypedreactionbasedonhabit.”131TheThirdCircuitfoundthisstandardrequiredtheCityofPhiladelphiatopresentprobativeevidenceinsupportofitsstatedrationaleforthegenderpreference,discriminationagainstwomen‐ownedcontractors.132TheCourtinContractorsAss’nofE.Pa.(CAEPI)heldtheCityhadnotproducedenoughevidenceofdiscrimination,notingthatinitsbrief,theCityreliedonstatisticsintheCityCouncilFinanceCommitteeReportandoneaffidavitfromawomanengagedinthecateringbusiness,buttheCourtfoundthisevidenceonlyreflectedtheparticipationofwomeninCitycontractinggenerally,ratherthanintheconstructionindustry,whichwastheonlycognizableissueinthatcase.133

TheThirdCircuitinCAEPIheldtheevidenceofferedbytheCityofPhiladelphiaregardingwomen‐ownedconstructionbusinesseswasinsufficienttocreateanissueoffact.ThestudyinCAEPIcontainednodisparityindexforwomen‐ownedconstructionbusinessesinCitycontracting,suchasthatpresentedforminority‐ownedbusinesses.134Giventheabsenceofprobativestatisticalevidence,theCity,accordingtotheCourt,mustrelysolelyonanecdotalevidencetoestablishgenderdiscriminationnecessarytosupporttheOrdinance.135Butthe 125 See,e.g.,AGC,SDCv.Caltrans,713F.3dat1195;H.B.Rowe,Inc.v.NCDOT,615F.3d233,242(4thCir.2010);WesternStates

Paving,407F.3dat990n.6;CoralConstr.Co.,941F.2dat931‐932(9thCir.1991);Equal.Found.v.CityofCincinnati,128F.3d289(6thCir.1997);Eng’gContractorsAss’n,122F.3dat905,908,910;EnsleyBranchN.A.A.C.P.v.Seibels,31F.3d1548(11thCir.1994);Assoc.UtilityContractorsofMaryland,Inc.v.TheMayorandCityCouncilofBaltimore,etal.,83F.Supp2d613,619‐620(2000);see,also,U.S.v.Virginia,518U.S.515,532andn.6(1996)(“exceedinglypersuasivejustification.”)

126 CoralConstr.Co.,941F.2dat931‐932;SeeEng’gContractorsAss’n,122F.3dat910.127 615F.3d233,242;122F.3dat929(internalcitationsomitted).128 615F.3d233at254.129 Id.130 Id.at255.131 ContractorsAss’nofE.Pa.(CAEPI),6F.3dat1010(3d.Cir.1993).132 ContractorsAss’nofE.Pa.(CAEPI),6F.3dat1010(3d.Cir.1993).133 ContractorsAss’nofE.Pa.(CAEPI),6F.3dat1011(3d.Cir.1993).134 ContractorsAss’nofE.Pa.(CAEPI),6F.3dat1011(3d.Cir.1993).135 Id.

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recordcontainedonlyonethree‐pageaffidavitalleginggenderdiscriminationintheconstructionindustry.136Theonlyothertestimonyonthissubject,theCourtfoundinCAEPI,consistedofasingle,conclusorysentenceofonewitnesswhoappearedataCityCouncilhearing.137ThisevidencetheCourtheldwasnotenoughtocreateatriableissueoffactregardinggenderdiscriminationundertheintermediatescrutinystandard.

3. Rational basis analysis 

Whereachallengetotheconstitutionalityofastatuteoraregulationdoesnotinvolveafundamentalrightorasuspectclass,theappropriatelevelofscrutinytoapplyistherationalbasisstandard.138WhenapplyingrationalbasisreviewundertheEqualProtectionClauseoftheFourteenthAmendmentoftheUnitedStatesConstitution,acourtisrequiredtoinquire“whetherthechallengedclassificationhasalegitimatepurposeandwhetheritwasreasonable[forthelegislature]tobelievethatuseofthechallengedclassificationwouldpromotethatpurpose.”139

ThecourtsinVirginiaandtheFourthCircuitCourtofAppealsinapplyingtherationalbasistestgenerallyfindthatachallengedlawisupheld“aslongastherecouldbesomerationalbasisforenacting[it],”thatis,that“thelawinquestionisrationallyrelatedtoalegitimategovernmentpurpose.”140Thisstandardthecourtsconcludeisconsideredquitedeferential141and“thefitbetweentheenactmentandthepublicpurposesbehinditneednotbemathematicallyprecise.”142Solongasagovernmentlegislaturehadareasonablebasisforadoptingtheclassification—whichcaninclude“rationalspeculationunsupportedbyevidenceorempiricaldata”—thelawwillpassconstitutionalmuster.143

“[T]heburdenisontheoneattackingthelegislativearrangementtonegativeeveryconceivablebasiswhichmightsupportit,whetherornotthebasishasafoundationintherecord.”144Moreover,“courtsarecompelledunderrational‐basisreviewtoacceptalegislature’sgeneralizationsevenwhenthereisanimperfectfitbetweenmeansandends.Aclassificationdoesnotfailrational‐basisreviewbecauseitisnotmadewithmathematicalnicetyorbecauseinpracticeitresultsinsomeinequality”.145

136 Id.137 Id.138 Grayv.CommonwealthofVirginia,247Va.290,306‐309,645S.E.2d448,458‐460(Va.2007);see,e.g.,Hellerv.Doe,509

U.S.312,320(1993);Hettingav.UnitedStates,677F.3d471,478(D.C.Cir2012);Cunninghamv.Beavers858F.2d269,273(5thCir.1988);seealsoLundeenv.CanadianPac.R.Co.,532F.3d682,689(8thCir.2008)(statingthatfederalcourtsreviewlegislationregulatingeconomicandbusinessaffairsundera‘highlydeferentialrationalbasis’standardofreview.”);H.B.Rowe,Inc.v.NCDOT,615F.3d233at254.

139 See,Grayv.CommonwealthofVirginia,247Va.290,306‐309,645S.E.2d448,458‐460(Va.2007);see,e.g.,Hellerv.Doe,509U.S.312,320(1993);Hettingav.UnitedStates,677F.3d471,478(D.C.Cir2012);Cunninghamv.Beavers858F.2d269,273(5thCir.1988).

140 Grayv.CommonwealthofVirginia,274Va.290,645S.E.2d448,459(Va.2007),citingKadrmasv.DickinsonPublicSchools,487U.S.450,457‐58(1998);seealsoCityofCleburnev.CleburneLivingCtr.,Inc.,473U.S.432,440,(1985)(citationsomitted);Hellerv.Doe,509U.S.312,318‐321(1993)(Underrationalbasisstandard,alegislativeclassificationisaccordedastrongpresumptionofvalidity).

141 Wilkinsv.Gaddy,734F.3d344,347(4thCir.2013).142 Id.143 Id.(citingFCCv.BeachCommc'ns,Inc.,508U.S.307,315(1993));see,Grayv.CommonwealthofVirginia,274Va.290,307,

645S.E.2d448,459(Va.2007);Finnv.VirginiaRetirementSVS,259Va.144,155,524S.E.2d125,131(2000).144 UnitedStatesv.Timms,664F.3d436,448‐49(4thCir.2012),cert.denied,133S.Ct.189(2012)(citingHellerv.Doe,509

U.S.312,320‐21(1993))(quotationmarksandcitationomitted);Grayv.CommonwealthofVirginia,274Va.at308‐9,645S.E.2dat460.

145 Hellerv.Doe,509U.S.312,321(1993).

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Underarationalbasisreviewstandard,alegislativeclassificationwillbeupheld“ifthereisarationalrelationshipbetweenthedisparityoftreatmentandsomelegitimategovernmentalpurpose.”146Becausealllegislationclassifiesitsobjects,differentialtreatmentisjustifiedby“anyreasonablyconceivablestateoffacts.”147

Arecentfederalcourtdecision,whichisinstructivetothestudy,involvedachallengetoandtheapplicationofasmallbusinessgoalinapre‐bidprocessforafederalprocurement.FirstlineTransportationSecurity,Inc.v.UnitedStates,isinstructiveandanalogoustosomeoftheissuesinasmallbusinessprogram.Thecaseisinformativeastotheuse,estimationanddeterminationofgoals(smallbusinessgoals,includingveteranpreferencegoals)inaprocurementundertheFederalAcquisitionRegulations(“FAR”)148.

Firstlineinvolvedasolicitationthatestablishedasmallbusinesssubcontractinggoalrequirement.InFirstline,theTransportationSecurityAdministration(“TSA”)issuedasolicitationforsecurityscreeningservicesattheKansasCityAirport.Thesolicitationstatedthatthe:“GovernmentanticipatesanoverallSmallBusinessgoalof40percent,”andthat“[w]ithinthatgoal,thegovernmentanticipatesfurthersmallbusinessgoalsof:Small,Disadvantagedbusiness[:]14.5%;WomanOwned[:]5percent:HUBZone[:]3percent;ServiceDisabled,VeteranOwned[:]3percent.”149

ThecourtappliedtherationalbasistestinconstruingthechallengetotheestablishmentbytheTSAofa40percentsmallbusinessparticipationgoalasunlawfulandirrational.150Thecourtstatedit“cannotsaythattheagency’sapproachisclearlyunlawful,orthattheapproachlacksarationalbasis.”151

Thecourtfoundthat“anagencymayrationallyestablishaspirationalsmallbusinesssubcontractinggoalsforprospectiveofferors….”Consequently,thecourtheldonerationalmethodbywhichtheGovernmentmayattempttomaximizesmallbusinessparticipation(includingveteranpreferencegoals)istoestablisharoughsubcontractinggoalforagivencontract,andthenallowpotentialcontractorstocompeteindesigninginnovatewaystostructureandmaximizesmallbusinesssubcontractingwithintheirproposals.152Thecourt,inanexerciseofjudicialrestraint,foundthe“40percentgoalisarationalexpressionoftheGovernment’spolicyofaffordingsmallbusinessconcerns…themaximumpracticableopportunitytoparticipateassubcontractors….”153

Veteranspreferences.InHooperv.BernalilloCountyAssessor,theSupremeCourtinaninstructivecaseaddressedtheconstitutionalityofaveteranspreferencestatute.154InHooper,NewMexicostatuteexemptedfromtheState’spropertytaxthetaxablevalueofpropertyofveteranswhoservedonactivedutyduringtheVietnamWar,butlimitedtheexemptiontoveteranswhowereNewMexicoresidentsbefore1976155.TheCourtconsideredwhetherthe

146 Hellerv.Doe,509U.S.312,320(1993);see,e.g.,Hettingav.UnitedStates,677F.3d471,478(D.C.Cir2012).147 Id.;see,Grayv.CommonwealthofVirginia,274Va.at308,645S.E.2dat459.148 2012WL5939228(Fed.Cl.2012).149 Id.150 Id.151 Id.152 Id.153 Id.154Hooperv.BernalilloCountyAssessor,472U.S.612(1985).155Hooperv.BernalilloCountyAssessor,472U.S.612(1985)

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NewMexicostatutethatgrantsataxexemptionlimitedtothoseVietnamveteranswhoresidedintheStatebefore1976,violatedtheEqualProtectionClauseoftheFourteenthAmendment.156TheCourtheldNewMexicostatute’sresidencerequirementviolatestheguaranteesoftheEqualProtectionClauseapplyingarationalbasisstandardanalysis.157

TheCourtinHooper,notedthatwhenastatedistributesbenefitsunequally,thedistinctionsitmakesaresubjecttoscrutinyundertheEqualProtectionClauseoftheFourteenthAmendment.Generally,alawwillsurvivethatscrutinyifthedistinctionrationallyfurthersalegitimatestatepurpose.158.ThedistinctionNewMexicomadebetweenveteranswhoestablishedresidencebefore1976,andthoseveteranswhoarrivedintheStatethereafter,theCourtfoundbearsnorationalrelationshiptooneoftheState’sobjectives‐encouragingVietnamveteranstomovetoNewMexico.Id.at619.Thelegislaturesetthiseligibilitydatelongafterthetriggeringeventoccurred.159

TheCourtfoundthatonecomponentofthesecondpurposerationaleofthestatute‐rewardingveteranswhoresidedintheStatebefore1976,fortheirmilitaryservicetosupportthestatute’sdistinctionbetweenresidentveteranswaslegitimate;theCourtobservedthat“[o]urcountryhasalongstandingpolicyofcompensatingveteransfortheirpastcontributionsbyprovidingthemwithnumerousadvantages.”160Thevariouspreferencesforveteransaregroundedina“[d]esiretocompensateinsomemeasureforthedisruptionofawayoflife...andtoexpressgratitude....”161.Consistentwiththispolicy,theStatemayawardcertainbenefitstoallitsbonafideveterans,becauseitthenismakingneitheraninvidiousnorirrationaldistinctionamongitsresidents.162Residentveterans,asagroup,maywelldeservepreferentialtreatment,andsuchdifferentialtreatmentvis‐à‐visnon‐veteransdoesnotoffendtheEqualProtectionClause.163

EvenassumingthattheStatemaylegitimatelygrantbenefitsonthebasisofacoincidencebetweenmilitaryserviceandpastresidence,theCourtsaidtheNewMexicostatute’sdistinctionbetweenresidentveteranswasnotrationallyrelatedtotheState’sassertedlegislativegoal.164Thestatutewasnotwrittentorequireanyconnectionbetweentheveteran’spriorresidenceandmilitaryservice.Id.TheveteranwhoresidedinNewMexicoasaninfantlongagowouldimmediatelyqualifyfortheexemptionuponsettlingintheStateatanytimeinthefutureregardlessofwhereheresidedbefore,during,oraftermilitaryservice.165

TheCourtfoundtheNewMexicostatutecreatestwotiersofresidentVietnamveterans,identifyingresidentveteranswhosettledintheStateafter1976,asinasense“second‐classcitizens.”166Thisdiscriminationonthebasisofresidencewasnotsupportedbyanyidentifiablestateinterest;thestatuteisnotwrittentobenefitonlythoseresidentswhosuffereddislocationwithintheState’sbordersbyreasonofmilitaryservice.167TheCourtstatedithasmadeclear

156Id.at614.157Id.at624.158Id.at618.159Id.160Id.at620(internalcitationsomitted).161Id.,quoting,Russellv.Hodges,470F.2d212,218(CA21972).162Id.163Id.164Id.at622.165Id.166Id.at623.167Id.

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thattheConstitutionwillnottolerateastatebenefitprogramthat“createsfixed,permanentdistinctions...between...classesofconcededlybonafideresidents,basedonhowlongtheyhavebeenintheState.”Id.TheCourtheldthatneithertheEqualProtectionClause,northeCourt’sprecedents,permittheStatetopreferestablishedresidentveteransovernewcomersintheretroactiveapportionmentofaneconomicbenefit.168

TheCourtheldthattheNewMexicoveterans’taxexemptionstatuteviolatedtheguaranteesoftheEqualProtectionClauseoftheFourteenthAmendmentrulingthestatutedidnotsatisfytherationalbasisstandardanalysis.

Inanotherinstructivecaseregardingacivilrightsactionwhereaplaintiffchallengedtheconstitutionalityofgivingapreferencetoveteransincivilserviceexaminations,adistrictcourtheldthatprovisionsofPennsylvaniaVeterans'PreferenceActgrantingatenpointbonustoscoreofanyveteranreceivingapassinggradeonstatecivilserviceexaminationwerenotviolativeofequalprotection.169Thecourtalsoheldthebonuspreferencedidnotdiscriminateagainstwomenbyreasonof“acute”disproportionbetweenmenandwomeninarmedforces,andevenifprovisionsdiddiscriminateagainstwomen,thecourtsaidtheymaybejustifiedasarecognitionthatexperience,discipline,andloyaltythatveteransgaininmilitaryserviceisconducivetobetterperformanceofpublicduties.170Thecourtdeniedtherequestfordeclaratoryandinjunctiverelief.171

ThecourtinFeinermanv.Jonesinconsideringtheanalysistoapplytoaveteranpreferencestatedthatanessentialelementofanyanalysisinvolvingtheequalprotectionclauserequiresadeterminationoftheappropriatestandardtobeusedbywhichtogaugetheconstitutionalityofagivenstatute.TheCourtstatedthetraditionalequalprotectionstandardlookstothereasonablenessoftheclassificationinlightofitspossibleintendedpurposes.172TheclassificationmustbearsomerationalrelationshiptoalegitimateendandwillbesetasideasviolativeoftheEqualProtectionclauseonlyifbasedonreasonstotallyunrelatedtothatgoal.173Underthistest,theCourtsaid,thepartychallengingtheconstitutionalityofastatutehastheburdenofprovingthatthestatutedenieshimequalprotection,anditwillnotbesetasideifitisreasonablyrelatedtosomepermissiblelegislativeoradministrativepurpose.174

Sincetheabstractrighttobefairlyconsideredforpublicemployment,accordingtothecourt,didnotinvolvea“fundamentalright”or“fundamentalinterest”,the“rationalbasis”testmustbeappliedtotestthevalidityoftheVeterans'PreferenceAct.175Theplaintiffhastheburdenofovercomingthepresumptionofconstitutionalityandofprovingthatveterans'preferenceisarbitraryandnotreasonablyrelatedtosomepermissiblelegislativeoradministrativepurpose.176

TheVeterans'PreferenceAct,whichawardsaten‐pointbonustoallveteranswhohavescoredapassinggradeoncivilservicetests,thecourtfoundwastypicalofthemanyStateandFederal

168Id.169Feinermanv.Jones,356F.Supp.252(1973)(M.D.Penn.1973).170Id.171Id.172Id.,citing,Shapirov.Thompson,394U.S.618(1969).173Id.citing,McDonaldv.BoardofElectionCommissioners,394U.S.802(1969).174Id.citing,McGowanv.Maryland,366U.S.420(1961).175Id.at258.176Id.at259.

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statutoryprovisionsgivingveterans'preferenceinpublicemployment.Plaintiffcontendedthatsuchabonusforveteranswasunconstitutionalinthatitdeniedequalprotectionofthelawbycreatingtwoclasses,veteransandnon‐veterans,extendingtotheformerbenefitswhichitdeniedtoothers.177

ThecourtfoundthattherearethreeunderlyingjustificationsinmostofthesecasesupholdingthevariousVeterans'PreferenceActs:(1)Asarecognitionthattheexperience,discipline,andloyaltywhichveteransgaininmilitaryserviceisconducivetothebetterperformanceofpublicduties;(2)Asarewardforthoseveteranswho,eitherinvoluntarilyorthroughenlistment,haveservedtheircountryintimeofwar;and(3)Asanaidintherehabilitationandrelocationoftheveteranwhosenormallifestylehasbeendisruptedbymilitaryservice.178

InadoptingtheVeterans'PreferenceAct,thecourtfoundthestatelegislatureexpresslyrecognizedthefirsttworeasonssetoutaboveasjustifyinggivingpreferencetoveterans.Section2oftheActprovidesthatcreditwillbegiventoaveteranonappointment“forthedisciplineandexperiencerepresentedbyhismilitarytrainingandfortheloyaltyandpublicspiritdemonstratedbyhisserviceforthepreservationofhiscountry.”179Similarly,inacasechallengingthevalidityofgrantingabonustoveteransunderapriorveterans'preferenceprovision,thecourtstateditspurposeinthismanner:“Asabasisforappointmentitisnotunreasonabletoselectwarveteransfromcandidatesforofficeandtogivethemacertaincreditinrecognitionofthediscipline,experienceandservicerepresentedbytheirmilitaryactivity.Nooneshoulddenythattheseadvantagesareconducivetothebetterperformanceofpublicduties,wherediscipline,loyalty,andpublicspiritarelikewiseessential.”180

Thecourtsustainedthevalidityofgrantingafifteen‐pointbonustoveteranstakingappointmentexaminations,solongastheapplicantsinitiallyreceivedapassinggrade.Atthesametime,however,thecourtstruckdownaprovisionofthestatutegranting15%credittoallveteranstakingtheexaminations,regardlessofwhethertheyachievedapassinggrade.181

4. Pending cases (at the time of this report) 

Therearenosignificantpendingcasesonappealatthetimeofthisreport,whichmaypotentiallydirectlyimpactandbeinstructivetothestudy.Themostrecentcase,citedbelow,wasjustsettledandvoluntarilydismissedonMarch14,2018byorderofthedistrictcourtandstipulatedtobytheparties,afterremandfromtheNinthCircuitCourtofAppeals.

MountainWestHoldingCo.,Inc.v.Montana,2017WL2179120(9thCir.May16,2017),MemorandumOpinion(NotForPublication),U.S.CourtofAppealsfortheNinthCircuit,May16,2017,DocketNos.14‐26097and15‐35003,dismissinginpart,reversinginpartandremandingtheU.S.DistrictCourtdecisionat2014WL6686734(D.Mont.2014).PetitionforPanelRehearingandRehearingEnBancfiledwiththeU.S.CourtofAppealsfortheNinthCircuitbyMontanaDOT,May30,2017,deniedonJune27,2017.ThecaseonremandwasvoluntarilydismissedbystipulationofthepartiesafterthepartiesenteredintoaSettlementAgreement

177Id.at259.178Id.at259citing,Koelfgenv.Jackson,355F.Supp.243(D.Minn.1972).179Id.180Id.at259quoting,Commonwealthexrel.Grahamv.Schmid,333Pa.568,at573,3A.2d701,at704(1938).181Id.

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(February23,2018).ThecasewasordereddismissedbythedistrictcourtonMarch14,2018afterthepartiesperformedtheSettlementAgreement.(SeeSectionFbelow.)

RotheDevelopment,Inc.v.U.S.D.O.D.andS.B.A.,2016WL4719049(D.C.Cir.2016).Also,itisinstructivetothestudytopointouttherecentdecisioninRotheDevelopment,Inc.v.U.S.DepartmentofDefenseandSmallBusinessAdministration,2016WL4719049(D.C.Cir.Sept.9,2016),affirmingonothergrounds,RotheDevelopment,Inc.v.UnitedStatesDepartmentofDefense,U.S.SmallBusinessAdministration,etal,107F.Supp.3d183,2015WL3536271(D.D.C.,2015),certiorarideniedin2017.

RothefiledthisactionagainsttheU.S.DepartmentofDefenseandtheU.S.SmallBusinessAdministrationchallengingtheconstitutionalityoftheSection8(a)Programonitsface.TheRothecaseisnearlyidenticaltothechallengebroughtinDynaLanticCorp.v.U.S.DepartmentofDefense,885F.Supp.2d237(D.D.C.2012).DynaLantic’scourtrejectedtheplaintiff’sfacialattackandheldtheSection8(a)Programfaciallyconstitutional.

PlaintiffRothereliesonsubstantiallythesamerecordevidenceandnearlyidenticallegalargumentsasinDynaLantic,andurgedthecourttostrikedowntherace‐consciousprovisionsofSection8(a)ontheirface.ThedistrictcourtinRotheagreedwiththecourt’sfindings,holdingsandreasoninginDynaLantic,andthusconcludedthatSection8(a)isconstitutionalonitsface.

Thedistrictcourtconcludedthatplaintiff’sfacialconstitutionalchallengetotheSection8(a)Programfailed,thatthegovernmentdemonstratedacompellinginterestfortheracialclassification,theneedforremedialactionissupportedbystrongandunrebuttedevidence,andtheSection8(a)programisnarrowlytailored.

RotheappealedthedecisiontotheUnitedStatesCourtofAppealsfortheDistrictofColumbiaCircuit.Themajorityofthethreejudgepanelaffirmedthedistrictcourt’sdecision,butonothergrounds.182

TheCourtofAppealsinRothefoundthatthechallengewasonlytotheSection8(a)statute,nottheimplementingregulations,andthusheldtheSection8(a)statutewasrace‐neutral.183Therefore,thecourtheldtherationalbasistestappliedandnotstrictscrutiny.184Thecourtaffirmedthegrantofsummaryjudgmenttothegovernmentdefendantsapplyingtherationalbasisstandard,andupheldthevalidityofSection8(a)basedonthelimitedchallengebyRothetothestatuteandnottheregulations.

TheCourtofAppealsheldthatSection8(a)oftheSmallBusinessActdoesnotwarrantstrictscrutinybecauseitdoesnotonitsfaceclassifyindividualsbyrace.185Section8(a),theCourtsaid,unliketheimplementingregulations,usesfaciallyrace‐neutraltermsofeligibilitytoidentifyindividualvictimsofdiscrimination,prejudice,orbias,withoutpresumingthatmembersofcertainracial,ethnic,orculturalgroupsqualifyassuch.186(SeeSectionGbelow.)

1822016WL4719049(September9,2016).1832016WL4719049,at*1‐2.184Id.1852016WL4719049at**1‐2.186Id.

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RothefiledaPetitionforRehearingandRehearingEnBanctothefullCourtofAppeals.ThecourtdeniedthePetition.RothethenfiledaPetitionforaWritofCertioraritotheU.S.SupremeCourt,whichwasdeniedonOctober16,2017.2017WL1375832.

Ongoingreview.TheaboverepresentsasummaryofthelegalframeworkpertinenttothestudyandimplementationofDBE/MBE/WBE,orrace‐,ethnicity‐,orgender‐neutralprograms,theFederalDBEProgram,andtheimplementationoftheFederalDBEProgrambystateDOTsandlocalgovernmentrecipientsoffederalfunds.Becausethisisadynamicareaofthelaw,theframeworkissubjecttoongoingreviewasthelawcontinuestoevolve.Thefollowingprovidesmoredetailedsummariesofkeyrecentdecisions.

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SUMMARIES OF RECENT DECISIONS 

D. Recent Decisions Involving State or Local Government MBE/WBE/DBE Programs in the Fourth Circuit Court of Appeals 

1. H. B. Rowe Co., Inc. v. W. Lyndo Tippett, NCDOT, et al., 615 F.3d 233 (4th Cir. 2010) 

TheStateofNorthCarolinaenactedstatutorylegislationthatrequiredprimecontractorstoengageingoodfaitheffortstosatisfyparticipationgoalsforminorityandwomensubcontractorsonstate‐fundedprojects.(SeefactsasdetailedinthedecisionoftheUnitedStatesDistrictCourtfortheEasternDistrictofNorthCarolinadiscussedbelow.).Theplaintiff,aprimecontractor,broughtthisactionafterbeingdeniedacontractbecauseofitsfailuretodemonstrategoodfaitheffortstomeettheparticipationgoalssetonaparticularcontractthatitwasseekinganawardtoperformworkwiththeNorthCarolinaDepartmentofTransportation(“NCDOT”).PlaintiffassertedthattheparticipationgoalsviolatedtheEqualProtectionClauseandsoughtinjunctivereliefandmoneydamages.

Afterabenchtrial,thedistrictcourtheldthechallengedstatutoryschemeconstitutionalbothonitsfaceandasapplied,andtheplaintiffprimecontractorappealed.615F.3d233at236.TheCourtofAppealsheldthattheStatedidnotmeetitsburdenofproofinallrespectstoupholdthevalidityofthestatelegislation.But,theCourtagreedwiththedistrictcourtthattheStateproducedastrongbasisinevidencejustifyingthestatutoryschemeonitsface,andasappliedtoAfricanAmericanandNativeAmericansubcontractors,andthattheStatedemonstratedthatthelegislativeschemeisnarrowlytailoredtoserveitscompellinginterestinremedyingdiscriminationagainsttheseracialgroups.TheCourtthusaffirmedthedecisionofthedistrictcourtinpart,reverseditinpartandremandedforfurtherproceedingsconsistentwiththeopinion.Id.

TheCourtfoundthattheNorthCarolinastatutoryscheme“largelymirroredthefederalDisadvantagedBusinessEnterprise(“DBE”)program,withwhicheverystatemustcomplyinawardinghighwayconstructioncontractsthatutilizefederalfunds.”615F.3d233at236.TheCourtalsonotedthatfederalcourtsofappeal“haveuniformlyupheldtheFederalDBEProgramagainstequal‐protectionchallenges.”Id.,atfootnote1,citing,AdarandConstructors,Inc.v.Slater,228F.3d1147(10thCir.2000).

In2004,theStateretainedaconsultanttoprepareandissueathirdstudyofsubcontractorsemployedinNorthCarolina’shighwayconstructionindustry.Thestudy,accordingtotheCourt,marshaledevidencetoconcludethatdisparitiesintheutilizationofminoritysubcontractorspersisted.615F.3d233at238.TheCourtpointedoutthatinresponsetothestudy,theNorthCarolinaGeneralAssemblysubstantiallyamendedstatelegislationsection136‐28.4andthenewlawwentintoeffectin2006.Thenewstatutemodifiedthepreviousstatutoryscheme,accordingtotheCourtinfiveimportantrespects.Id.

First,theamendedstatuteexpresslyconditionsimplementationofanyparticipationgoalsonthefindingsofthe2004study.Second,theamendedstatuteeliminatesthe5and10percentannualgoalsthatweresetinthepredecessorstatute.615F.3d233at238‐239.Instead,asamended,thestatuterequirestheNCDOTto“establishannualaspirationalgoals,notmandatorygoals,…fortheoverallparticipationincontractsbydisadvantagedminority‐ownedandwomen‐

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ownedbusinesses…[that]shallnotbeappliedrigidlyonspecificcontractsorprojects.”Id.at239,quoting,N.C.Gen.Stat.§136‐28.4(b)(2010).ThestatutefurthermandatesthattheNCDOTset“contract‐specificgoalsorproject‐specificgoals…foreachdisadvantagedminority‐ownedandwomen‐ownedbusinesscategorythathasdemonstratedsignificantdisparityincontractutilization”basedonavailability,asdeterminedbythestudy.Id.

Third,theamendedstatutenarrowedthedefinitionof“minority”toencompassonlythosegroupsthathavesuffereddiscrimination.Id.at239.Theamendedstatutereplacedalistofdefinedminoritiestoanycertaingroupsbydefining“minority”as“onlythoseracialorethnicityclassificationsidentifiedby[thestudy]…thathavebeensubjectedtodiscriminationintherelevantmarketplaceandthathavebeenadverselyaffectedintheirabilitytoobtaincontractswiththeDepartment.”Id.at239quotingsection136‐28.4(c)(2)(2010).

Fourth,theamendedstatuterequiredtheNCDOTtoreevaluatetheProgramovertimeandrespondtochangingconditions.615F.3d233at239.Accordingly,theNCDOTmustconductastudysimilartothe2004studyatleasteveryfiveyears.Id.§136‐28.4(b).Finally,theamendedstatutecontainedasunsetprovisionwhichwassettoexpireonAugust31,2009,buttheGeneralAssemblysubsequentlyextendedthesunsetprovisiontoAugust31,2010.Id.Section136‐28.4(e)(2010).

TheCourtalsonotedthatthestatuterequiredonlygoodfaitheffortsbytheprimecontractorstoutilizesubcontractors,andthatthegoodfaithrequirement,theCourtfound,provedpermissiveinpractice:primecontractorssatisfiedtherequirementin98.5percentofcases,failingtodosoinonly13of878attempts.615F.3d233at239.

Strictscrutiny.TheCourtstatedthestrictscrutinystandardwasapplicabletojustifyarace‐consciousmeasure,andthatitisasubstantialburdenbutnotautomatically“fatalinfact.”615F.3d233at241.TheCourtpointedoutthat“[t]heunhappypersistenceofboththepracticeandthelingeringeffectsofracialdiscriminationagainstminoritygroupsinthiscountryisanunfortunatereality,andgovernmentisnotdisqualifiedfromactinginresponsetoit.”Id.at241quotingAlexanderv.Estepp,95F.3d312,315(4thCir.1996).Insoacting,agovernmentalentitymustdemonstrateithadacompellinginterestin“remedyingtheeffectsofpastorpresentracialdiscrimination.”Id.,quotingShawv.Hunt,517U.S.899,909(1996).

Thus,theCourtfoundthattojustifyarace‐consciousmeasure,astatemustidentifythatdiscrimination,publicorprivate,withsomespecificity,andmusthaveastrongbasisinevidenceforitsconclusionthatremedialactionisnecessary.615F.3d233at241quoting,Croson,488U.S.at504andWygantv.JacksonBoardofEducation,476U.S.267,277(1986)(pluralityopinion).

TheCourtsignificantlynotedthat:“Thereisno‘precisemathematicalformulatoassessthequantumofevidencethatrisestotheCroson‘strongbasisinevidence’benchmark.’”615F.3d233at241,quotingRotheDev.Corp.v.DepartmentofDefense,545F.3d1023,1049(Fed.Cir.2008).TheCourtstatedthatthesufficiencyoftheState’sevidenceofdiscrimination“mustbeevaluatedonacase‐by‐casebasis.”Id.at241.(internalquotationmarksomitted).

TheCourtheldthatastate“neednotconclusivelyprovetheexistenceofpastorpresentracialdiscriminationtoestablishastrongbasisinevidenceforconcludingthatremedialactionisnecessary.615F.3d233at241,citingConcreteWorks,321F.3dat958.“Instead,astatemaymeetitsburdenbyrelyingon“asignificantstatisticaldisparity”betweentheavailabilityofqualified,willing,andableminoritysubcontractorsandtheutilizationofsuchsubcontractorsbythegovernmentalentityoritsprimecontractors.Id.at241,citingCroson,488U.S.at509

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(pluralityopinion).TheCourtstatedthatwe“furtherrequirethatsuchevidencebe‘corroboratedbysignificantanecdotalevidenceofracialdiscrimination.’”Id.at241,quotingMarylandTroopersAssociation,Inc.v.Evans,993F.2d1072,1077(4thCir.1993).

TheCourtpointedoutthatthosechallengingrace‐basedremedialmeasuresmust“introducecredible,particularizedevidencetorebut”thestate’sshowingofastrongbasisinevidenceforthenecessityforremedialaction.Id.at241‐242,citingConcreteWorks,321F.3dat959.Challengersmayofferaneutralexplanationforthestate’sevidence,presentcontrastingstatisticaldata,ordemonstratethattheevidenceisflawed,insignificant,ornotactionable.Id.at242(citationsomitted).However,theCourtstated“thatmerespeculationthatthestate’sevidenceisinsufficientormethodologicallyflaweddoesnotsufficetorebutastate’sshowing.Id.at242,citingConcreteWorks,321F.3dat991.

TheCourtheldthattosatisfystrictscrutiny,thestate’sstatutoryschememustalsobe“narrowlytailored”toservethestate’scompellinginterestinnotfinancingprivatediscriminationwithpublicfunds.615F.3d233at242,citingAlexander,95F.3dat315(citingAdarand,515U.S.at227).

Intermediatescrutiny.TheCourtheldthatcourtsapply“intermediatescrutiny”tostatutesthatclassifyonthebasisofgender.Id.at242.TheCourtfoundthatadefenderofastatutethatclassifiesonthebasisofgendermeetsthisintermediatescrutinyburden“byshowingatleastthattheclassificationservesimportantgovernmentalobjectivesandthatthediscriminatorymeansemployedaresubstantiallyrelatedtotheachievementofthoseobjectives.”Id.,quotingMississippiUniversityforWomenv.Hogan,458U.S.718,724(1982).TheCourtnotedthatintermediatescrutinyrequireslessofashowingthandoes“themostexacting”strictscrutinystandardofreview.Id.at242.TheCourtfoundthatits“sistercircuits”provideguidanceinformulatingagoverningevidentiarystandardforintermediatescrutiny.Thesecourtsagreethatsuchameasure“canrestsafelyonsomethinglessthanthe‘strongbasisinevidence’requiredtobeartheweightofarace‐orethnicity‐consciousprogram.”Id.at242,quotingEngineeringContractors,122F.3dat909(othercitationsomitted).

Indefiningwhatconstitutes“somethingless”thana‘strongbasisinevidence,’thecourts,…alsoagreethatthepartydefendingthestatutemust‘present[]sufficientprobativeevidenceinsupportofitsstatedrationaleforenactingagenderpreference,i.e.,…theevidence[mustbe]sufficienttoshowthatthepreferencerestsonevidence‐informedanalysisratherthanonstereotypicalgeneralizations.”615F.3d233at242quotingEngineeringContractors,122F.3dat910andConcreteWorks,321F.3dat959.Thegender‐basedmeasuresmustbebasedon“reasonedanalysisratherthanonthemechanicalapplicationoftraditional,ofteninaccurate,assumptions.”Id.at242quotingHogan,458U.S.at726.

Plaintiff’sburden.TheCourtfoundthatwhenaplaintiffallegesthatastatuteviolatestheEqualProtectionClauseasappliedandonitsface,theplaintiffbearsaheavyburden.Initsfacialchallenge,theCourtheldthataplaintiff“hasaveryheavyburdentocarry,andmustshowthat[astatutoryscheme]cannotoperateconstitutionallyunderanycircumstance.”Id.at243,quotingWestVirginiav.U.S.DepartmentofHealth&HumanServices,289F.3d281,292(4thCir.2002).

Statisticalevidence.TheCourtexaminedtheState’sstatisticalevidenceofdiscriminationinpublic‐sectorsubcontracting,includingitsdisparityevidenceandregressionanalysis.TheCourtnotedthatthestatisticalanalysisanalyzedthedifferenceordisparitybetweentheamountofsubcontractingdollarsminority‐andwomen‐ownedbusinessesactuallywoninamarketand

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theamountofsubcontractingdollarstheywouldbeexpectedtowingiventheirpresenceinthatmarket.615F.3d233at243.TheCourtfoundthatthestudygroundeditsanalysisinthe“disparityindex,”whichmeasurestheparticipationofagivenracial,ethnic,orgendergroupengagedinsubcontracting.Id.Incalculatingadisparityindex,thestudydividedthepercentageoftotalsubcontractingdollarsthataparticulargroupwonbythepercentthatgrouprepresentsintheavailablelaborpool,andmultipliedtheresultby100.Id.Theclosertheresultingindexisto100,thegreaterthatgroup’sparticipation.Id.

TheCourtheldthatafterCroson,anumberofoursistercircuitshaverecognizedtheutilityofthedisparityindexindeterminingstatisticaldisparitiesintheutilizationofminority‐andwomen‐ownedbusinesses.Id.at243‐244(Citationstomultiplefederalcircuitcourtdecisionsomitted.)TheCourtalsofoundthatgenerally“courtsconsideradisparityindexlowerthan80asanindicationofdiscrimination.”Id.at244.Accordingly,thestudyconsideredonlyadisparityindexlowerthan80aswarrantingfurtherinvestigation.Id.

TheCourtpointedoutthataftercalculatingthedisparityindexforeachrelevantracialorgendergroup,theconsultanttestedforthestatisticalsignificanceoftheresultsbyconductingstandarddeviationanalysisthroughtheuseoft‐tests.TheCourtnotedthatstandarddeviationanalysis“describestheprobabilitythatthemeasureddisparityistheresultofmerechance.”615F.3d233at244,quotingEng’gContractors,122F.3dat914.Theconsultantconsideredthefindingoftwostandarddeviationstodemonstrate“with95percentcertaintythatdisparity,asrepresentedbyeitheroverutilizationorunderutilization,isactuallypresent.”Id.,citingEng’gContractors,122F.3dat914.

ThestudyanalyzedtheparticipationofminorityandwomensubcontractorsinconstructioncontractsawardedandmanagedfromthecentralNCDOTofficeinRaleigh,NorthCarolina.615F.3d233at244.Todetermineutilizationofminorityandwomensubcontractors,theconsultantdevelopedamasterlistofcontractsmainlyfromState‐maintainedelectronicdatabasesandhardcopyfiles;thenselectedfromthatlistastatisticallyvalidsampleofcontracts,andcalculatedthepercentageofsubcontractingdollarsawardedtominority‐andwomen‐ownedbusinessesduringthe5‐yearperiodendinginJune2003.(Thestudywaspublishedin2004).Id.at244.

TheCourtfoundthattheuseofdataforcentrally‐awardedcontractswassufficientforitsanalysis.ItwasnotedthatdatafromconstructioncontractsawardedandmanagedfromtheNCDOTdivisionsacrossthestateandfrompreconstructioncontracts,whichinvolveworkfromengineeringfirmsandarchitecturalfirmsonthedesignofhighways,wasincompleteandnotaccurate.615F.3d233at244,n.6.Thesedatawerenotrelieduponinformingtheopinionsrelatingtothestudy.Id.at244,n.6.

Toestimateavailability,whichtheCourtdefinedasthepercentageofaparticulargroupintherelevantmarketarea,theconsultantcreatedavendorlistcomprising:(1)subcontractorsapprovedbythedepartmenttoperformsubcontractworkonstate‐fundedprojects,(2)subcontractorsthatperformedsuchworkduringthestudyperiod,and(3)contractorsqualifiedtoperformprimeconstructionworkonstate‐fundedcontracts.615F.3d233at244.TheCourtnotedthatprimeconstructionworkonstate‐fundedcontractswasincludedbasedonthetestimonybytheconsultantthatprimecontractorsarequalifiedtoperformsubcontractingworkandoftendoperformsuchwork.Id.at245.TheCourtalsonotedthattheconsultantsubmitteditsmasterlisttotheNCDOTforverification.Id.at245.

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Basedontheutilizationandavailabilityfigures,thestudypreparedthedisparityanalysiscomparingtheutilizationbasedonthepercentageofsubcontractingdollarsoverthefiveyearperiod,determiningtheavailabilityinnumbersoffirmsandtheirpercentageofthelaborpool,adisparityindexwhichisthepercentageofutilizationindollarsdividedbythepercentageofavailabilitymultipliedby100,andaTValue.615F.3d233at245.

TheCourtconcludedthatthefiguresdemonstratedprimecontractorsunderutilizedalloftheminoritysubcontractorclassificationsonstate‐fundedconstructioncontractsduringthestudyperiod.615F.3d233245.Thedisparityindexforeachgroupwaslessthan80and,thus,theCourtfoundwarrantedfurtherinvestigation.Id.Thet‐testresults,however,demonstratedmarkedunderutilizationonlyofAfricanAmericanandNativeAmericansubcontractors.Id.ForAfricanAmericansthet‐valuefelloutsideoftwostandarddeviationsfromthemeanand,therefore,wasstatisticallysignificantata95percentconfidencelevel.Id.TheCourtfoundtherewasatleasta95percentprobabilitythatprimecontractors’underutilizationofAfricanAmericansubcontractorswasnottheresultofmerechance.Id.

ForNativeAmericansubcontractors,thet‐valueof1.41wassignificantataconfidencelevelofapproximately85percent.615F.3d233at245.Thet‐valuesforHispanicAmericanandAsianAmericansubcontractors,demonstratedsignificanceataconfidencelevelofapproximately60percent.Thedisparityindexforwomensubcontractorsfoundthattheywereoverutilizedduringthestudyperiod.Theoverutilizationwasstatisticallysignificantata95percentconfidencelevel.Id.

Tocorroboratethedisparitystudy,theconsultantconductedaregressionanalysisstudyingtheinfluenceofcertaincompanyandbusinesscharacteristics–withaparticularfocusonownerraceandgender–onafirm’sgrossrevenues.615F.3d233at246.TheconsultantobtainedthedatafromatelephonesurveyoffirmsthatconductedorattemptedtoconductbusinesswiththeNCDOT.Thesurveypoolconsistedofarandomsampleofsuchfirms.Id.

Theconsultantusedthefirms’grossrevenuesasthedependentvariableintheregressionanalysistotesttheeffectofothervariables,includingcompanyageandnumberoffull‐timeemployees,andtheowners’yearsofexperience,levelofeducation,race,ethnicity,andgender.615F.3d233at246.Theanalysisrevealedthatminorityandwomenownershipuniversallyhadanegativeeffectonrevenue,andAfricanAmericanownershipofafirmhadthelargestnegativeeffectonthatfirm’sgrossrevenueofalltheindependentvariablesincludedintheregressionmodel.Id.ThesefindingsledtotheconclusionthatforAfricanAmericansthedisparityinfirmrevenuewasnotduetocapacity‐relatedormanagerialcharacteristicsalone.Id.

TheCourtrejectedtheargumentsbytheplaintiffsattackingtheavailabilityestimates.TheCourtrejectedtheplaintiff’sexpert,Dr.GeorgeLaNoue,whotestifiedthatbidderdata–reflectingthenumberofsubcontractorsthatactuallybidonDepartmentsubcontracts–estimatesavailabilitybetterthan“vendordata.”615F.3d233at246.Dr.LaNoueconceded,however,thattheStatedoesnotcompilebidderdataandthatbidderdataactuallyreflectsskewedavailabilityinthecontextofagoalsprogramthaturgesprimecontractorstosolicitbidsfromminorityandwomensubcontractors.Id.TheCourtfoundthattheplaintiff’sexpertdidnotdemonstratethatthevendordatausedinthestudywasunreliable,orthatthebidderdatawouldhaveyieldedlesssupportfortheconclusionsreached.Insum,theCourtheldthattheplaintiffschallengetotheavailabilityestimatefailedbecauseitcouldnotdemonstratethatthe2004study’savailabilityestimatewasinadequate.Id.at246.TheCourtcitedConcreteWorks,321F.3dat991forthepropositionthatachallengercannotmeetitsburdenofproofthroughconjectureandunsupportedcriticismsofthestate’sevidence,”andthattheplaintiffRowepresentednoviable

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alternativefordeterminingavailability.Id.at246‐247,citingConcreteWorks,321F.3d991andSherbrookeTurf,Inc.v.Minn.DepartmentofTransportation,345F.3d964,973(8thCir.2003).

TheCourtalsorejectedtheplaintiff’sargumentthatminoritysubcontractorsparticipatedonstate‐fundedprojectsatalevelconsistentwiththeiravailabilityintherelevantlaborpool,basedonthestate’sresponsethatevidenceastothenumberofminoritysubcontractorsworkingwithstate‐fundedprojectsdoesnoteffectivelyrebuttheevidenceofdiscriminationintermsofsubcontractingdollars.615F.3d233at247.TheStatepointedtoevidenceindicatingthatprimecontractorsusedminoritybusinessesforlow‐valueworkinordertocomplywiththegoals,andthatAfricanAmericanownershiphadasignificantnegativeimpactonfirmrevenueunrelatedtofirmcapacityorexperience.Id.TheCourtconcludedplaintiffdidnotofferanycontraryevidence.Id.

TheCourtfoundthattheStatebolstereditspositionbypresentingevidencethatminoritysubcontractorshavethecapacitytoperformhigher‐valuework.615F.3d233at247.Thestudyconcluded,basedonasampleofsubcontractsandreportsofannualfirmrevenue,thatexclusionofminoritysubcontractorsfromcontractsunder$500,000wasnotafunctionofcapacity.Id.at247.Further,theStateshowedthatover90percentoftheNCDOT’ssubcontractswerevaluedat$500,000orless,andthatcapacityconstraintsdonotoperatewiththesameforceonsubcontractsastheymayonprimecontractsbecausesubcontractstendtoberelativelysmall.Id.at247.TheCourtpointedoutthattheCourtinRotheII,545F.3dat1042‐45,faulteddisparityanalysesoftotalconstructiondollars,includingprimecontracts,forfailingtoaccountfortherelativecapacityoffirmsinthatcase.Id.at247.

TheCourtpointedoutthatinadditiontothestatisticalevidence,theStatealsopresentedevidencedemonstratingthatfrom1991to1993,duringtheProgram’ssuspension,primecontractorsawardedsubstantiallyfewersubcontractingdollarstominorityandwomensubcontractorsonstate‐fundedprojects.TheCourtrejectedtheplaintiff’sargumentthatevidenceofadeclineinutilizationdoesnotraiseaninferenceofdiscrimination.615F.3d233at247‐248.TheCourtheldthattheverysignificantdeclineinutilizationofminorityandwomen‐subcontractors–nearly38percent–“surelyprovidesabasisforafactfindertoinferthatdiscriminationplayedsomeroleinprimecontractors’reducedutilizationofthesegroupsduringthesuspension.”Id.at248,citingAdarandv.Slater,228F.3dat1174(findingthatevidenceofdecliningminorityutilizationafteraprogramhasbeendiscontinued“stronglysupportsthegovernment’sclaimthattherearesignificantbarrierstominoritycompetitioninthepublicsubcontractingmarket,raisingthespecterofracialdiscrimination.”)TheCourtfoundsuchaninferenceisparticularlycompellingforminority‐ownedbusinessesbecause,evenduringthestudyperiod,primecontractorscontinuetounderutilizethemonstate‐fundedroadprojects.Id.at248.

Anecdotalevidence.TheStateadditionallyreliedonthreesourcesofanecdotalevidencecontainedinthestudy:atelephonesurvey,personalinterviews,andfocusgroups.TheCourtfoundtheanecdotalevidenceshowedaninformal“goodoldboy”networkofwhitecontractorsthatdiscriminatedagainstminoritysubcontractors.615F.3d233at248.TheCourtnotedthatthree‐quartersofAfricanAmericanrespondentstothetelephonesurveyagreedthataninformalnetworkofprimeandsubcontractorsexistedintheState,asdidthemajorityofotherminorities,thatmorethanhalfofAfricanAmericanrespondentsbelievedthenetworkexcludedtheircompaniesfrombiddingorawardingacontractasdidmanyoftheotherminorities.Id.at248.TheCourtfoundthatnearlyhalfofnonminoritymalerespondentscorroboratedtheexistenceofaninformalnetwork,however,only17percentofthembelievedthatthenetworkexcludedtheircompaniesfrombiddingorwinningcontracts.Id.

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AnecdotalevidencealsoshowedalargemajorityofAfricanAmericanrespondentsreportedthatdoublestandardsinqualificationsandperformancemadeitmoredifficultforthemtowinbidsandcontracts,thatprimecontractorsviewminorityfirmsasbeinglesscompetentthannonminorityfirms,andthatnonminorityfirmschangetheirbidswhennotrequiredtohireminorityfirms.615F.3d233at248.Inaddition,theanecdotalevidenceshowedAfricanAmericanandNativeAmericanrespondentsbelievedthatprimecontractorssometimesdroppedminoritysubcontractorsafterwinningcontracts.Id.at248.TheCourtfoundthatinterviewandfocus‐groupresponsesechoedandunderscoredthesereports.Id.

Theanecdotalevidenceindicatedthatprimecontractorsalreadyknowwhotheywilluseonthecontractbeforetheysolicitbids:thatthe“goodoldboynetwork”affectsbusinessbecauseprimecontractorsjustpickupthephoneandcalltheirbuddies,whichexcludesothersfromthatmarketcompletely;thatprimecontractorsprefertouseotherlessqualifiedminority‐ownedfirmstoavoidsubcontractingwithAfricanAmerican‐ownedfirms;andthatprimecontractorsusetheirpreferredsubcontractorregardlessofthebidprice.615F.3d233at248‐249.Severalminoritysubcontractorsreportedthatprimecontractorsdonottreatminorityfirmsfairly,pointingtoinstancesinwhichprimecontractorssolicitedquotesthedaybeforebidsweredue,didnotrespondtobidsfromminoritysubcontractors,refusedtonegotiatepriceswiththem,orgaveminoritysubcontractorsinsufficientinformationregardingtheproject.Id.at249.

TheCourtrejectedtheplaintiffs’contentionthattheanecdotaldatawasflawedbecausethestudydidnotverifytheanecdotaldataandthattheconsultantoversampledminoritysubcontractorsincollectingthedata.TheCourtstatedthattheplaintiffsofferednorationaleastowhyafactfindercouldnotrelyontheState’s“unverified”anecdotaldata,andpointedoutthatafactfindercouldverywellconcludethatanecdotalevidenceneednot‐andindeedcannot‐beverifiedbecauseit“isnothingmorethanawitness’narrativeofanincidenttoldfromthewitness’perspectiveandincludingthewitness’perceptions.”615F.3d233at249,quotingConcreteWorks,321F.3dat989.

TheCourtheldthatanecdotalevidencesimplysupplementsstatisticalevidenceofdiscrimination.Id.at249.TheCourtrejectedplaintiffs’argumentthatthestudyoversampledrepresentativesfromminoritygroups,andfoundthatsurveyingmorenon‐minoritymenwouldnothaveadvancedtheinquiry.Id.at249.Itwasnotedthatthesamplesoftheminoritygroupswererandomlyselected.Id.TheCourtfoundthestatehadcompellinganecdotalevidencethatminoritysubcontractorsfacerace‐basedobstaclestosuccessfulbidding.Id.at249.

Strongbasisinevidencethattheminorityparticipationgoalswerenecessarytoremedydiscrimination.TheCourtheldthattheStatepresenteda“strongbasisinevidence”foritsconclusionthatminorityparticipationgoalswerenecessarytoremedydiscriminationagainstAfricanAmericanandNativeAmericansubcontractors.”615F.3d233at250.Therefore,theCourtheldthattheStatesatisfiedthestrictscrutinytest.TheCourtfoundthattheState’sdatademonstratedthatprimecontractorsgrosslyunderutilizedAfricanAmericanandNativeAmericansubcontractorsinpublicsectorsubcontractingduringthestudy.Id.at250.TheCourtnotedthatthesefindingshaveparticularresonancebecausesince1983,NorthCarolinahasencouragedminorityparticipationinstate‐fundedhighwayprojects,andyetAfricanAmericanandNativeAmericansubcontractorscontinuetobeunderutilizedonsuchprojects.Id.at250.

Inaddition,theCourtfoundthedisparityindexinthestudydemonstratedstatisticallysignificantunderutilizationofAfricanAmericansubcontractorsata95percentconfidencelevel,andofNativeAmericansubcontractorsataconfidencelevelofapproximately85percent.615F.3d233at250.TheCourtconcludedtheStatebolsteredthedisparityevidencewithregression

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analysisdemonstratingthatAfricanAmericanownershipcorrelatedwithasignificant,negativeimpactonfirmrevenue,anddemonstratedtherewasadramaticdeclineintheutilizationofminoritysubcontractorsduringthesuspensionoftheprograminthe1990s.Id.

Thus,theCourtheldtheState’sevidenceshowingagrossstatisticaldisparitybetweentheavailabilityofqualifiedAmericanandNativeAmericansubcontractorsandtheamountofsubcontractingdollarstheywinonpublicsectorcontractsestablishedthenecessarystatisticalfoundationforupholdingtheminorityparticipationgoalswithrespecttothesegroups.615F.3d233at250.TheCourtthenfoundthattheState’sanecdotalevidenceofdiscriminationagainstthesetwogroupssufficientlysupplementedtheState’sstatisticalshowing.Id.Thesurveyinthestudyexposedaninformal,raciallyexclusivenetworkthatsystemicallydisadvantagedminoritysubcontractors.Id.at251.TheCourtheldthattheStatecouldconcludewithgoodreasonthatsuchnetworksexertachronicandperniciousinfluenceonthemarketplacethatcallsforremedialaction.Id.TheCourtfoundtheanecdotalevidenceindicatedthatracialdiscriminationisacriticalfactorunderlyingthegrossstatisticaldisparitiespresentedinthestudy.Id.at251.Thus,theCourtheldthattheStatepresentedsubstantialstatisticalevidenceofgrossdisparity,corroboratedby“disturbing”anecdotalevidence.

TheCourtheldincircumstanceslikethese,theSupremeCourthasmadeitabundantlyclearastatecanremedyapubliccontractingsystemthatwithholdsopportunitiesfromminoritygroupsbecauseoftheirrace.615F.3d233at251‐252.

Narrowlytailored.TheCourtthenaddressedwhethertheNorthCarolinastatutoryschemewasnarrowlytailoredtoachievetheState’scompellinginterestinremedyingdiscriminationagainstAfricanAmericanandNativeAmericansubcontractorsinpublic‐sectorsubcontracting.Thefollowingfactorswereconsideredindeterminingwhetherthestatutoryschemewasnarrowlytailored.

Neutralmeasures.TheCourtheldthatnarrowlytailoringrequires“serious,goodfaithconsiderationofworkablerace‐neutralalternatives,”butastateneednot“exhaust[]…everyconceivablerace‐neutralalternative.”615F.3d233at252quotingGrutterv.Bollinger,539U.S.306,339(2003).TheCourtfoundthatthestudydetailsnumerousalternativerace‐neutralmeasuresaimedatenhancingthedevelopmentandcompetitivenessofsmallorotherwisedisadvantagedbusinessesinNorthCarolina.Id.at252.TheCourtpointedoutvariousrace‐neutralalternativesandmeasures,includingaSmallBusinessEnterpriseProgram;waivinginstitutionalbarriersofbondingandlicensingrequirementsoncertainsmallbusinesscontractsof$500,000orless;andtheDepartmentcontractsforsupportservicestoassistdisadvantagedbusinessenterpriseswithbookkeepingandaccounting,taxes,marketing,bidding,negotiation,andotheraspectsofentrepreneurialdevelopment.Id.at252.

TheCourtfoundthatplaintiffidentifiednoviablerace‐neutralalternativesthatNorthCarolinahadfailedtoconsiderandadopt.TheCourtalsofoundthattheStatehadundertakenmostoftherace‐neutralalternativesidentifiedbyUSDOTinitsregulationsgoverningtheFederalDBEProgram.615F.3d233at252,citing49CFR§26.51(b).TheCourtconcludedthattheStategaveseriousgoodfaithconsiderationtorace‐neutralalternativespriortoadoptingthestatutoryscheme.Id.

TheCourtconcludedthatdespitetheserace‐neutralefforts,thestudydemonstrateddisparitiescontinuetoexistintheutilizationofAfricanAmericanandNativeAmericansubcontractorsinstate‐fundedhighwayconstructionsubcontracting,andthatthese“persistentdisparitiesindicatethenecessityofarace‐consciousremedy.”615F.3d233at252.

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Duration.TheCourtagreedwiththedistrictcourtthattheprogramwasnarrowlytailoredinthatitsetaspecificexpirationdateandrequiredanewdisparitystudyeveryfiveyears.615F.3d233at253.TheCourtfoundthattheprogram’sinherenttimelimitandprovisionsrequiringregularreevaluationensureitiscarefullydesignedtoendureonlyuntilthediscriminatoryimpacthasbeeneliminated.Id.at253,citingAdarandConstructorsv.Slater,228F.3dat1179(quotingUnitedStatesv.Paradise,480U.S.149,178(1987)).

Program’sgoalsrelatedtopercentageofminoritysubcontractors.TheCourtconcludedthattheStatehaddemonstratedthattheProgram’sparticipationgoalsarerelatedtothepercentageofminoritysubcontractorsintherelevantmarketsintheState.615F.3d233at253.TheCourtfoundthattheNCDOThadtakenconcretestepstoensurethatthesegoalsaccuratelyreflecttheavailabilityofminority‐ownedbusinessesonaproject‐by‐projectbasis.Id.

Flexibility.TheCourtheldthattheProgramwasflexibleandthussatisfiedthisindicatorofnarrowtailoring.615F.3d233at253.TheProgramcontemplatedawaiverofproject‐specificgoalswhenprimecontractorsmakegoodfaitheffortstomeetthosegoals,andthatthegoodfaitheffortsessentiallyrequireonlythattheprimecontractorsolicitandconsiderbidsfromminorities.Id.TheStatedoesnotrequireorexpecttheprimecontractortoacceptanybidfromanunqualifiedbidder,oranybidthatisnotthelowestbid.Id.TheCourtfoundtherewasalenientstandardandflexibilityofthe“goodfaith”requirement,andnotedtheevidenceshowedonly13of878goodfaithsubmissionsfailedtodemonstrategoodfaithefforts.Id.

Burdenonnon‐MWBE/DBEs.TheCourtrejectedthetwoargumentspresentedbyplaintiffthattheProgramcreatedoneroussolicitationandfollow‐uprequirements,findingthattherewasnoneedforadditionalemployeesdedicatedtothetaskofrunningthesolicitationprogramtoobtainMBE/WBEs,andthattherewasnoevidencetosupporttheclaimthatplaintiffwasrequiredtosubcontractmillionsofdollarsofworkthatitcouldperformitselfforlessmoney.615F.3d233at254.TheStateofferedevidencefromthestudythatprimecontractorsneednotsubmitsubcontractworkthattheycanself‐perform.Id.

Overinclusive.TheCourtfoundbyitsowntermsthestatutoryschemeisnotoverinclusivebecauseitlimitedrelieftoonlythoseracialorethnicityclassificationsthathavebeensubjectedtodiscriminationintherelevantmarketplaceandthathadbeenadverselyaffectedintheirabilitytoobtaincontractswiththeDepartment.615F.3d233at254.TheCourtconcludedthatintailoringtheremedythisway,thelegislaturedidnotrandomlyincluderacialgroupsthatmayneverhavesufferedfromdiscriminationintheconstructionindustry,butrather,contemplatedparticipationgoalsonlyforthosegroupsshowntohavesuffereddiscrimination.Id.

Insum,theCourtheldthatthestatutoryschemeisnarrowlytailoredtoachievetheState’scompellinginterestinremedyingdiscriminationinpublic‐sectorsubcontractingagainstAfricanAmericanandNativeAmericansubcontractors.Id.at254.

Women‐ownedbusinessesoverutilized.Thestudy’spublic‐sectordisparityanalysisdemonstratedthatwomen‐ownedbusinesseswonfarmorethantheirexpectedshareofsubcontractingdollarsduringthestudyperiod.615F.3d233at254.Inotherwords,theCourtconcludedthatprimecontractorssubstantiallyoverutilizedwomensubcontractorsonpublicroadconstructionprojects.Id.TheCourtfoundthepublic‐sectorevidencedidnotevincethe“exceedinglypersuasivejustification”theSupremeCourtrequires.Id.at255.

TheCourtnotedthattheStatereliedheavilyonprivate‐sectordatafromthestudyattemptingtodemonstratethatprimecontractorssignificantlyunderutilizedwomensubcontractorsinthe

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generalconstructionindustrystatewideandintheAsheville,NorthCarolinaarea.615F.3d233at255.However,becausethestudydidnotprovideat‐testanalysisontheprivate‐sectordisparityfigurestocalculatestatisticalsignificance,theCourtcouldnotdeterminewhetherthisprivateunderutilizationwas“theresultofmerechance.”Id.at255.TheCourtfoundtroublingthe“evidentiarygap”thattherewasnoevidenceindicatingtheextenttowhichwomen‐ownedbusinessescompetingonpublic‐sectorroadprojectsviedforprivate‐sectorsubcontractsinthegeneralconstructionindustry.Id.at255.TheCourtalsofoundthattheStatedidnotpresentanyanecdotalevidenceindicatingthatwomensubcontractorssuccessfullybiddingonStatecontractsfacedprivate‐sectordiscrimination.Id.Inaddition,theCourtfoundmissinganyevidenceprimecontractorsthatdiscriminateagainstwomensubcontractorsintheprivatesectorneverthelesswinpublic‐sectorcontracts.Id.

TheCourtpointedoutthatitdidnotsuggestthattheproponentofagender‐consciousprogram“mustalwaystieprivatediscriminationtopublicaction.”615F.3d233at255,n.11.But,theCourtheldwhere,ashere,thereexistedsubstantialprobativeevidenceofoverutilizationintherelevantpublicsector,astatemustpresentsomethingmorethangeneralizedprivate‐sectordataunsupportedbycompellinganecdotalevidencetojustifyagender‐consciousprogram.Id.at255,n.11.

Moreover,theCourtfoundthestatefailedtoestablishtheamountofoverlapbetweengeneralconstructionandroadconstructionsubcontracting.615F.3d233at256.TheCourtsaidthatthedearthofevidenceastothecorrelationbetweenpublicroadconstructionsubcontractingandprivategeneralconstructionsubcontractingseverelylimitstheprivatedata’sprobativevalueinthiscase.Id.

Thus,theCourtheldthattheStatecouldnotovercomethestrongevidenceofoverutilizationinthepublicsectorintermsofgenderparticipationgoals,andthattheprofferedprivate‐sectordatafailedtoestablishdiscriminationintheparticularfieldinquestion.615F.3d233at256.Further,theanecdotalevidence,theCourtconcluded,indicatedthatmostwomensubcontractorsdonotexperiencediscrimination.Id.Thus,theCourtheldthattheStatefailedtopresentsufficientevidencetosupporttheProgram’scurrentinclusionofwomensubcontractorsinsettingparticipationgoals.Id.

Holding.TheCourtheldthatthestatelegislaturehadcraftedlegislationthatwithstoodtheconstitutionalscrutiny.615F.3d233at257.TheCourtconcludedthatinlightofthestatutoryscheme’sflexibilityandresponsivenesstotherealitiesofthemarketplace,andgiventheState’sstrongevidenceofdiscriminationagainAfricanAmericanandNativeAmericansubcontractorsinpublic‐sectorsubcontracting,theState’sapplicationofthestatutetothesegroupsisconstitutional.Id.at257.However,theCourtalsoheldthatbecausetheStatefailedtojustifyitsapplicationofthestatutoryschemetowomen,AsianAmerican,andHispanicAmericansubcontractors,theCourtfoundthoseapplicationswerenotconstitutional.

Therefore,theCourtaffirmedthejudgmentofthedistrictcourtwithregardtothefacialvalidityofthestatute,andwithregardtoitsapplicationtoAfricanAmericanandNativeAmericansubcontractors.615F.3d233at258.TheCourtreversedthedistrictcourt’sjudgmentinsofarasitupheldtheconstitutionalityofthestatelegislatureasappliedtowomen,AsianAmericanandHispanicAmericansubcontractors.Id.TheCourtthusremandedthecasetothedistrictcourttofashionanappropriateremedyconsistentwiththeopinion.Id.

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Concurringopinions.ItshouldbepointedoutthatthereweretwoconcurringopinionsbythethreeJudgepanel:onejudgeconcurredinthejudgment,andtheotherjudgeconcurredfullyinthemajorityopinionandthejudgment.

2. H. B. Rowe Corp., Inc. v. W. Lyndo Tippett, North Carolina DOT, et al., 589 F. Supp.2d 587 (E.D.N.C. 2008), affirmed in part, reversed in part, and remanded, 615 F.3d 233 (4th Cir. 2010) 

InH.B.RoweCompanyv.Tippett,NorthCarolinaDepartmentofTransportation,etal.(“Rowe”),theUnitedStatesDistrictCourtfortheEasternDistrictofNorthCarolina,WesternDivision,heardachallengetotheStateofNorthCarolinaMBEandWBEProgram,whichisaStateofNorthCarolina“affirmativeaction”programadministeredbytheNCDOT.TheNCDOTMWBEProgramchallengedinRoweinvolvesprojectsfundedsolelybytheStateofNorthCarolinaandnotfundedbytheUSDOT.589F.Supp.2d587.

Background. Inthiscaseplaintiff,afamily‐ownedroadconstructionbusiness,bidonaNCDOTinitiatedstate‐fundedproject.NCDOTrejectedplaintiff’sbidinfavorofthenextlowbidthathadproposedhigherminorityparticipationontheprojectaspartofitsbid.AccordingtoNCDOT,plaintiff’sbidwasrejectedbecauseofplaintiff’sfailuretodemonstrate“goodfaithefforts”toobtainpre‐designatedlevelsofminorityparticipationontheproject.

Asaprimecontractor,plaintiffRowewasobligatedundertheMWBEProgramtoeitherobtainparticipationofspecifiedlevelsofMBEandWBEparticipationassubcontractors,ortodemonstrategoodfaitheffortstodoso.Forthisparticularproject,NCDOThadsetMBEandWBEsubcontractorparticipationgoalsof10percentand5percent,respectively.Plaintiff’sbidincluded6.6percentWBEparticipation,butnoMBEparticipation.Thebidwasrejectedafterareviewofplaintiff’sgoodfaitheffortstoobtainMBEparticipation.Thenextlowestbiddersubmittedabidincluding3.3percentMBEparticipationand9.3percentWBEparticipation,andalthoughnotobtainingaspecifiedlevelofMBEparticipation,itwasdeterminedtohavemadegoodfaitheffortstodoso.(OrderoftheDistrictCourt,datedMarch29,2007).

NCDOT’sMWBEProgram“largelymirrors”theFederalDBEProgram,whichNCDOTisrequiredtocomplywithinawardingconstructioncontractsthatutilizeFederalfunds.(589F.Supp.2d587;OrderoftheDistrictCourt,datedSeptember28,2007).LiketheFederalDBEProgram,underNCDOT’sMWBEProgram,thegoalsforminorityandfemaleparticipationareaspirationalratherthanmandatory.Id.AnindividualtargetforMBEparticipationwassetforeachproject.Id.

Historically,NCDOThadengagedinseveraldisparitystudies.Themostrecentstudywasdonein2004.Id.The2004study,whichfollowedthestudyin1998,concludedthatdisparitiesinutilizationofMBEspersistandthatabasisremainsforcontinuationoftheMWBEProgram.Thenewstatuteasrevisedwasapprovedin2006,whichmodifiedthepreviousMBEstatutebyeliminatingthe10percentand5percentgoalsandestablishingafixedexpirationdateof2009.

Plaintifffileditscomplaintinthiscasein2003againsttheNCDOTandindividualsassociatedwiththeNCDOT,includingtheSecretaryofNCDOT,W.LyndoTippett.Initscomplaint,plaintiffallegedthattheMWBEstatuteforNCDOTwasunconstitutionalonitsfaceandasapplied.589F.Supp.2d587.

March29,2007OrderoftheDistrictCourt. Themattercamebeforethedistrictcourtinitiallyonseveralmotions,includingthedefendants’MotiontoDismissorforPartialSummary

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Judgment,defendants’MotiontoDismisstheClaimforMootnessandplaintiff’sMotionforSummaryJudgment.ThecourtinitsOctober2007Ordergrantedinpartanddeniedinpartdefendants’MotiontoDismissorforpartialsummaryjudgment;denieddefendants’MotiontoDismisstheClaimforMootness;anddismissedwithoutprejudiceplaintiff’sMotionforSummaryJudgment.

ThecourtheldtheEleventhAmendmenttotheUnitedStatesConstitutionbarsplaintifffromobtaininganyreliefagainstdefendantNCDOT,andfromobtainingaretrospectivedamagesawardagainstanyoftheindividualdefendantsintheirofficialcapacities.Thecourtruledthatplaintiff’sclaimsforreliefagainsttheNCDOTwerebarredbytheEleventhAmendment,andtheNCDOTwasdismissedfromthecaseasadefendant.Plaintiff’sclaimsforinterest,actualdamages,compensatorydamagesandpunitivedamagesagainsttheindividualdefendantssuedintheirofficialcapacitiesalsowasheldbarredbytheEleventhAmendmentandweredismissed.But,thecourtheldthatplaintiffwasentitledtosueforaninjunctiontopreventstateofficersfromviolatingafederallaw,andundertheExParteYoungexception,plaintiff’sclaimfordeclaratoryandinjunctivereliefwaspermittedtogoforwardasagainsttheindividualdefendantswhowereactinginanofficialcapacitywiththeNCDOT.Thecourtalsoheldthattheindividualdefendantswereentitledtoqualifiedimmunity,andthereforedismissedplaintiff’sclaimformoneydamagesagainsttheindividualdefendantsintheirindividualcapacities.OrderoftheDistrictCourt,datedMarch29,2007.

DefendantsarguedthattherecentamendmenttotheMWBEstatuterenderedplaintiff’sclaimfordeclaratoryinjunctivereliefmoot.ThenewMWBEstatuteadoptedin2006,accordingtothecourt,doesawaywithmanyoftheallegedshortcomingsarguedbytheplaintiffinthislawsuit.Thecourtfoundtheamendedstatutehasasunsetdatein2009;specificaspirationalparticipationgoalsbywomenandminoritiesareeliminated;defines“minority”asincludingonlythoseracialgroupswhichdisparitystudiesidentifyassubjecttounderutilizationinstateroadconstructioncontracts;explicitlyreferencesthefindingsofthe2004DisparityStudyandrequiressimilarstudiestobeconductedatleastonceeveryfiveyears;anddirectsNCDOTtoenactregulationstargetingdiscriminationidentifiedinthe2004andfuturestudies.

Thecourtheld,however,thatthe2004DisparityStudyandamendedMWBEstatutedonotremedytheprimaryproblemwhichtheplaintiffcomplainedof:theuseofremedialrace‐andgender‐basedpreferencesallegedlywithoutvalidevidenceofpastracialandgenderdiscrimination.Inthatsense,thecourtheldtheamendedMWBEstatutecontinuedtopresentalivecaseorcontroversy,andaccordinglydeniedthedefendants’MotiontoDismissClaimforMootnessastoplaintiff’ssuitforprospectiveinjunctiverelief.OrderoftheDistrictCourt,datedMarch29,2007.

ThecourtalsoheldthatsincetherehadbeennoanalysisoftheMWBEstatuteapartfromthebriefsregardingmootness,plaintiff’spendingMotionforSummaryJudgmentwasdismissedwithoutprejudice.OrderoftheDistrictCourt,datedMarch29,2007.

September28,2007OrderoftheDistrictCourt. OnSeptember28,2007,thedistrictcourtissuedaneworderinwhichitdeniedboththeplaintiff’sandthedefendants’MotionsforSummaryJudgment.Plaintiffclaimedthatthe2004DisparityStudyisthesolebasisoftheMWBEstatute,thatthestudyisflawed,andthereforeitdoesnotsatisfythefirstprongofstrictscrutinyreview.Plaintiffalsoarguedthatthe2004studytendstoprovenon‐discriminationinthecaseofwomen;andfinallytheMWBEProgramfailsthesecondprongofstrictscrutinyreviewinthatitisnotnarrowlytailored.

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Thecourtfoundsummaryjudgmentwasinappropriateforeitherpartyandthattherearegenuineissuesofmaterialfactfortrial.Thefirstandforemostissueofmaterialfact,accordingtothecourt,wastheadequacyofthe2004DisparityStudyasusedtojustifytheMWBEProgram.Therefore,becausethecourtfoundtherewasagenuineissueofmaterialfactregardingthe2004Study,summaryjudgmentwasdeniedonthisissue.

ThecourtalsoheldtherewasconfusionastothebasisoftheMWBEProgram,andwhetheritwasbasedsolelyonthe2004Studyoralsoonthe1993and1998DisparityStudies.Therefore,thecourtheldagenuineissueofmaterialfactexistedonthisissueanddeniedsummaryjudgment.OrderoftheDistrictCourt,datedSeptember28,2007.

December9,2008OrderoftheDistrictCourt(589F.Supp.2d587). ThedistrictcourtonDecember9,2008,afterabenchtrial,issuedanOrderthatfoundasafactandconcludedasamatteroflawthatplaintifffailedtosatisfyitsburdenofproofthattheNorthCarolinaMinorityandWomen’sBusinessEnterpriseprogram,enactedbythestatelegislaturetoaffecttheawardingofcontractsandsubcontractsinstatehighwayconstruction,violatedtheUnitedStatesConstitution.

Plaintiff,initscomplaintfiledagainsttheNCDOTallegedthatN.C.Gen.St.§136‐28.4isunconstitutionalonitsfaceandasapplied,andthattheNCDOTwhileadministeringtheMWBEprogramviolatedplaintiff’srightsunderthefederallawandtheUnitedStatesConstitution.PlaintiffrequestedadeclaratoryjudgmentthattheMWBEprogramisinvalidandsoughtactualandpunitivedamages.

Asaprimecontractor,plaintiffwasobligatedundertheMWBEprogramtoeitherobtainparticipationofspecifiedlevelsofMBEandWBEsubcontractors,ortodemonstratethatgoodfaitheffortsweremadetodoso.Followingareviewofplaintiff’sgoodfaitheffortstoobtainminorityparticipationontheparticularcontractthatwasthesubjectofplaintiff’sbid,thebidwasrejected.Plaintiff’sbidwasrejectedinfavorofthenextlowestbid,whichhadproposedhigherminorityparticipationontheprojectaspartofitsbid.AccordingtoNCDOT,plaintiff’sbidwasrejectedbecauseofplaintiff’sfailuretodemonstrategoodfaitheffortstoobtainpre‐designatedlevelsofminorityparticipationontheproject.589F.Supp.2d587.

NorthCarolina’sMWBEprogram. TheMWBEprogramwasimplementedfollowingamendmentstoN.C.Gen.Stat.§136‐28.4.Pursuanttothedirectivesofthestatute,theNCDOTpromulgatedregulationsgoverningadministrationoftheMWBEprogram.SeeN.C.Admin.Codetit.19A,§2D.1101,etseq.TheregulationshadbeenamendedseveraltimesandprovidethatNCDOTshallensurethatMBEsandWBEshavethemaximumopportunitytoparticipateintheperformanceofcontractsfinancedwithnon‐federalfunds.N.C.Admin.CodeTit.19A§2D.1101.

NorthCarolina’sMWBEprogram,whichaffectedonlyhighwaybidsandcontractsfundedsolelywithstatemoney,accordingtothedistrictcourt,largelymirroredtheFederalDBEProgramwhichNCDOTisrequiredtocomplywithinawardingconstructioncontractsthatutilizefederalfunds.589F.Supp.2d587.LiketheFederalDBEProgram,underNorthCarolina’sMWBEprogram,thetargetsforminorityandfemaleparticipationwereaspirationalratherthanmandatory,andindividualtargetsfordisadvantagedbusinessparticipationweresetforeachindividualproject.N.C.Admin.Codetit.19A§2D.1108.IndeterminingwhatlevelofMBEandWBEparticipationwasappropriateforeachproject,NCDOTwouldtakeintoaccount“theapproximatedollarvalueofthecontract,thegeographicallocationoftheproposedwork,anumberoftheeligiblefundsinthegeographicalarea,andtheanticipatedvalueoftheitemsof

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worktobeincludedinthecontract.”Id.NCDOTwouldalsoconsider“theannualgoalsmandatedbyCongressandtheNorthCarolinaGeneralAssembly.”Id.

AfirmcouldbecertifiedasaMBEorWBEbyshowingNCDOTthatitis“ownercontrolledbyoneormoresociallyandeconomicallydisadvantagedindividuals.”NCAdmin.Codetit.1980,§2D.1102.

ThedistrictcourtstatedtheMWBEprogramdidnotdirectlydiscriminateinfavorofminorityandwomencontractors,butrather“encouragedprimecontractorstofavorMBEsandWBEsinsubcontractingbeforesubmittingbidstoNCDOT.”589F.Supp.2d587.Indeterminingwhetherthelowestbidderis“responsible,”NCDOTwouldconsiderwhetherthebidderobtainedthelevelofcertifiedMBEandWBEparticipationpreviouslyspecifiedintheNCDOTprojectproposal.Ifnot,NCDOTwouldconsiderwhetherthebiddermadegoodfaitheffortstosolicitMBEandWBEparticipation.N.C.Admin.Codetit.19A§2D.1108.

ThereweremultiplestudiesproducedandpresentedtotheNorthCarolinaGeneralAssemblyintheyears1993,1998and2004.The1998and2004studiesconcludedthatdisparitiesintheutilizationofminorityandwomencontractorspersist,andthatthereremainsabasisforcontinuationoftheMWBEprogram.TheMWBEprogramasamendedafterthe2004studyincludesprovisionsthateliminatedthe10percentand5percentgoalsandinsteadreplacedthemwithcontract‐specificparticipationgoalscreatedbyNCDOT;establishedasunsetprovisionthathasthestatuteexpiringonAugust31,2009;andprovidesrelianceonadisparitystudyproducedin2004.

TheMWBEprogram,asitstoodatthetimeofthisdecision,providesthatNCDOT“dictatestoprimecontractorstheexpressgoalofMBEandWBEsubcontractorstobeusedonagivenproject.However,insteadofthestatehiringtheMBEandWBEsubcontractorsitself,theNCDOTmakestheprimecontractorsolelyresponsibleforvettingandhiringthesesubcontractors.Ifaprimecontractorfailstohirethegoalamount,itmustsubmiteffortsof‘goodfaith’attemptstodoso.”589F.Supp.2d587.

Compellinginterest. ThedistrictcourtheldthatNCDOTestablishedacompellinggovernmentalinteresttohavetheMWBEprogram.ThecourtnotedthattheUnitedStatesSupremeCourtinCrosonmadeclearthatastatelegislaturehasacompellinginterestineradicatingandremedyingprivatediscriminationintheprivatesubcontractinginherentinthelettingofroadconstructioncontracts.589F.Supp.2d587,citingCroson,488U.S.at492.ThedistrictcourtfoundthattheNorthCarolinaLegislatureestablisheditrelieduponastrongbasisofevidenceinconcludingthatpriorracediscriminationinNorthCarolina’sroadconstructionindustryexistedsoastorequireremedialaction.

Thecourtheldthatthe2004DisparityStudydemonstratedtheexistenceofpreviousdiscriminationinthespecificindustryandlocalityatissue.Thecourtstatedthatdisparityratiosprovidedforinthe2004DisparityStudyhighlightedtheunderutilizationofMBEsbyprimecontractorsbiddingonstatefundedhighwayprojects.Inaddition,thecourtfoundthatevidencerelieduponbythelegislaturedemonstratedadramaticdeclineintheutilizationofMBEsduringtheprogram’ssuspensionin1991.ThecourtalsofoundthatanecdotalsupportrelieduponbythelegislatureconfirmedandreinforcedthegeneraldatademonstratingtheunderutilizationofMBEs.ThecourtheldthattheNCDOTestablishedthat,“baseduponaclearandstronginferenceraisedbythisStudy,theyconcludedminoritycontractorssufferfromthelingeringeffectsofracialdiscrimination.”589F.Supp.2d587.

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WithregardtoWBEs,thecourtappliedadifferentstandardofreview.ThecourtheldthelegislativeschemeasitrelatestoMWBEsmustserveanimportantgovernmentalinterestandmustbesubstantiallyrelatedtotheachievementofthoseobjectives.ThecourtfoundthatNCDOTestablishedanimportantgovernmentalinterest.The2004DisparityStudyprovidedthattheaveragecontractsawardedWBEsaresignificantlysmallerthanthoseawardednon‐WBEs.ThecourtheldthatNCDOTestablishedbaseduponaclearandstronginferenceraisedbytheStudy,womencontractorssufferfrompastgenderdiscriminationintheroadconstructionindustry.

Narrowlytailored. ThedistrictcourtnotedthattheFourthCircuitofAppealslistsanumberoffactorstoconsiderinanalyzingastatutefornarrowtailoring:(1)thenecessityofthepolicyandtheefficacyofalternativeraceneutralpolicies;(2)theplanneddurationofthepolicy;(3)therelationshipbetweenthenumericalgoalandthepercentageofminoritygroupmembersintherelevantpopulation;(4)theflexibilityofthepolicy,includingtheprovisionofwaiversifthegoalcannotbemet;and(5)theburdenofthepolicyoninnocentthirdparties.589F.Supp.2d587,quotingBelkv.Charlotte‐MecklenburgBoardofEducation,269F.3d305,344(4thCir.2001).

ThedistrictcourtheldthatthelegislativeschemeinN.C.Gen.Stat.§136‐28.4isnarrowlytailoredtoremedyprivatediscriminationofminoritiesandwomenintheprivatesubcontractinginherentinthelettingofroadconstructioncontracts.Thedistrictcourt’sanalysisfocusedonnarrowlytailoringfactors(2)and(4)above,namelythedurationofthepolicyandtheflexibilityofthepolicy.Withrespecttotheformer,thecourtheldthelegislativeschemeprovidestheprogrambereviewedatleasteveryfiveyearstorevisittheissueofutilizationofMWBEsintheroadconstructionindustry.N.C.Gen.Stat.§136‐28.4(b).Further,thelegislativeschemeincludesasunsetprovisionsothattheprogramwillexpireonAugust31,2009,unlessrenewedbyanactofthelegislature.Id.at§136‐28.4(e).Thecourtheldtheseprovisionsensuredthelegislativeschemelastnolongerthannecessary.

ThecourtalsofoundthatthelegislativeschemeenactedbytheNorthCarolinalegislatureprovidesflexibilityinsofarastheparticipationgoalsforagivencontractordeterminedonaprojectbyprojectbasis.§136‐28.4(b)(1).Additionally,thecourtfoundthelegislativeschemeinquestionisnotoverbroadbecausethestatuteappliesonlyto“thoseracialorethnicityclassificationsidentifiedbyastudyconductedinaccordancewiththissectionthathadbeensubjectedtodiscriminationinarelevantmarketplaceandthathadbeenadverselyaffectedintheirabilitytoobtaincontractswiththeDepartment.”§136‐28.4(c)(2).Thecourtfoundthatplaintifffailedtoprovideanyevidencethatindicatesminoritiesfromnon‐relevantracialgroupshadbeenawardedcontractsasaresultofthestatute.

Thecourtheldthatthelegislativeschemeisnarrowlytailoredtoremedyprivatediscriminationofminoritiesandwomenintheprivatesubcontractinginherentinthelettingofroadconstructioncontracts,andthereforefoundthat§136‐28.4isconstitutional.

ThedecisionofthedistrictcourtwasappealedtotheUnitedStatesCourtofAppealsfortheFourthCircuit,whichaffirmedinpartandreversedinpartthedecisionofthedistrictcourt.See615F3d233(4thCir.2010),discussedabove.

3. Associated Utility Contractors of Maryland, Inc. v. Mayor and City Council of Baltimore, 218 F. Supp.2d 749 (D. Md. 2002) 

ThiscaseisinstructivebecausethecourtfoundtheExecutiveOrderoftheMayoroftheCityofBaltimorewasprecatoryinnature(creatingnolegalobligationorduty)andcontainedno

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enforcementmechanismorpenaltiesfornoncomplianceandimposednosubstantialrestrictions;theExecutiveOrderannouncedgoalsthatwerefoundtobeaspirationalonly.

TheAssociatedUtilityContractorsofMaryland,Inc.(“AUC”)suedtheCityofBaltimorechallengingitsordinanceprovidingforminorityandwomen‐ownedbusinessenterprise(“MWBE”)participationincitycontracts.Previously,anearlierCityofBaltimoreMWBEprogramwasdeclaredunconstitutional.AssociatedUtilityContractorsofMaryland,Inc.v.MayorandCityCouncilofBaltimore,83F.Supp.2d613(D.Md.2000).TheCityadoptedanewordinancethatprovidedfortheestablishmentofMWBEparticipationgoalsonacontract‐by‐contractbasis,andmadeseveralotherchangesfromthepreviousMWBEprogramdeclaredunconstitutionalintheearliercase.

Inaddition,theMayoroftheCityofBaltimoreissuedanExecutiveOrderthatannouncedagoalofawarding35percentofallCitycontractingdollarstoMBE/WBEs.Thecourtfoundthisgoalof35percentparticipationwasaspirationalonlyandtheExecutiveOrdercontainednoenforcementmechanismorpenaltiesfornoncompliance.TheExecutiveOrderalsospecifiedmany“noncoercive”outreachmeasurestobetakenbytheCityagenciesrelatingtoincreasingparticipationofMBE/WBEs.Thesemeasureswerefoundtobemerelyaspirationalandnoenforcementmechanismwasprovided.

ThecourtaddressedinthiscaseonlyamotiontodismissfiledbytheCityofBaltimorearguingthattheAssociatedUtilityContractorshadnostanding.ThecourtdeniedthemotiontodismissholdingthattheassociationhadstandingtochallengethenewMBE/WBEordinance,althoughthecourtnotedthatithadsignificantissueswiththeAUChavingrepresentationalstandingbecauseofthenatureoftheMBE/WBEplanandthefacttheAUCdidnothaveanyofitsindividualmembersnamedinthesuit.ThecourtalsoheldthattheAUCwasentitledtobringanasappliedchallengetotheExecutiveOrderoftheMayor,butrejectedithavingstandingtobringafacialchallengebasedonafindingthatitimposesnorequirement,createsnosanctions,anddoesnotinflictaninjuryuponanymemberoftheAUCinanyconcreteway.Therefore,theExecutiveOrderdidnotcreatea“caseorcontroversy”inconnectionwithafacialattack.ThecourtfoundthewordingoftheExecutiveOrdertobeprecatoryandimposingnosubstantiverestrictions.

AfterthisdecisiontheCityofBaltimoreandtheAUCenteredintoasettlementagreementandadismissalwithprejudiceofthecase.AnorderwasissuedbythecourtonOctober22,2003dismissingthecasewithprejudice.

4. Associated Utility Contractors of Maryland, Inc. v. The Mayor and City Council of Baltimore and Maryland Minority Contractors Association, Inc., 83 F. Supp.2d 613 (D. Md. 2000) 

PlaintiffAssociatedUtilityContractorsofMaryland,Inc.(“AUC”)filedthisactiontochallengethecontinuedimplementationoftheaffirmativeactionprogramcreatedbyBaltimoreCityOrdinance(“theOrdinance”).83F.Supp.2d613(D.Md.2000)

TheOrdinancewasenactedin1990andauthorizedtheCitytoestablishannuallynumericalset‐asidegoalsapplicabletoawiderangeofpubliccontracts,includingconstructionsubcontracts.Id.

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AUCfiledamotionforsummaryjudgment,whichtheCityandinterveningdefendantMarylandMinorityContractorsAssociation,Inc.(“MMCA”)opposed.Id.at614.In1999,thecourtissuedanordergrantinginpartanddenyinginpartthemotionforsummaryjudgment(“theDecemberinjunction”).Id.Specifically,astoconstructioncontractsenteredintobytheCity,thecourtenjoinedenforcementoftheOrdinance(and,consequently,continuedimplementationoftheaffirmativeactionprogramitauthorized)inrespecttotheCity’s1999numericalset‐asidegoalsforMinority‐andWomen–OwnedBusinessEnterprises(“MWBEs”),whichhadbeenestablishedat20%and3%,respectively.Id.Thecourtdeniedthemotionforsummaryjudgmentastotheplaintiff’sfacialattackontheconstitutionalityoftheOrdinance,concludingthatthereexisted“adisputeofmaterialfactastowhethertheenactmentoftheOrdinancewasadequatelysupportedbyafactualrecordofunlawfuldiscriminationproperlyremediablethroughrace‐andgender‐basedaffirmativeaction.”Id.

TheCityappealedtheentryoftheDecemberinjunctiontotheUnitedStatesCourtofAppealsfortheFourthCircuit.Inaddition,theCityfiledamotionforstayoftheinjunction.Id.Insupportofthemotionforstay,theCitycontendedthatAUClackedorganizationalstandingtochallengetheOrdinance.Thecourtheldtheplaintiffsatisfiedtherequirementsfororganizationalstandingastotheset‐asidegoalsestablishedbytheCityfor1999.Id.

TheCityalsocontendedthatthecourterredinfailingtoforebearfromtheadjudicationofthiscaseandofthemotionforsummaryjudgmentuntilafterithadcompletedanallegeddisparitystudywhich,itcontended,wouldestablishajustificationfortheset‐asidegoalsestablishedfor1999.Id.Thecourtsaidthisargument,whichthecourtrejected,restedonthenotionthatagovernmentalentitymightpermissiblyadoptanaffirmativeactionplanincludingset‐asidegoalsandwaituntilsuchaplanischallengedincourtbeforeundertakingthenecessarystudiesuponwhichtheconstitutionalityoftheplandepends.Id.

Therefore,becausetheCityofferednocontemporaneousjustificationforthe1999set‐asidegoalsitadoptedontheauthorityoftheOrdinance,thecourtissuedaninjunctioninits1999decisionanddeclinedtostayitseffectiveness.Id.SincetheinjunctionawardedcompleterelieftotheAUC,andanyefforttoadjudicatetheissueofwhethertheCitywouldadoptrevisedset‐asidegoalsontheauthorityoftheOrdinancewaswhollyspeculativeundertaking,thecourtdismissedthecasewithoutprejudice.Id.

FactsandProceduralHistory.In1986,theCityCouncilenactedinOrdinance790thefirstcity‐wideaffirmativeactionset‐asidegoals,whichrequired,interalia,thatforallCitycontracts,20%ofthevalueofsubcontractsbeawardedtoMinority–OwnedBusinessEnterprises(“MBEs”)and3%toWomen–OwnedBusinessEnterprises(“WBEs”).Id.at615.AspermittedunderthencontrollingSupremeCourtprecedent,thecourtsaidOrdinance790wasjustifiedbyafindingthatgeneralsocietaldiscriminationhaddisadvantagedMWBEs.Apparently,nodisparitystatisticswereofferedtojustifyOrdinance790.Id.

AftertheSupremeCourtannounceditsdecisioninCityofRichmondv.J.A.Croson,488U.S.469(1989),theCityconvenedaTaskForcetostudytheconstitutionalityofOrdinance790.Id.TheTaskForceheldhearingsandissuedaPublicCommentDraftReportonNovember1,1989.Id.Itheldadditionalhearings,reviewedpubliccommentsandissueditsfinalreportonApril11,1990,recommendingseveralamendmentstoOrdinance790.Id.TheCityCouncilconductedhearings,andinJune1990,enactedOrdinance610,thelawunderattackinthiscase.Id.

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InenactingOrdinance610,theCityCouncilfoundthatitwasjustifiedasanappropriateremedyof“[p]astdiscriminationintheCity’scontractingprocessbyprimecontractorsagainstminorityandwomen’sbusinessenterprises....”Id.TheCityCouncilalsofoundthat“[m]inorityandwomen’sbusinessenterprises...havehaddifficultiesinobtainingfinancing,bonding,creditandinsurance;”that“[t]heCityofBaltimorehascreatedanumberofdifferentassistanceprogramstohelpsmallbusinesseswiththeseproblems...[butthatt]heseassistanceprogramshavenotbeeneffectiveineitherremedyingtheeffectsofpastdiscrimination...orinpreventingongoingdiscrimination.”Id.

TheoperativesectionofOrdinance610relevanttothiscasemandatedaprocedurebywhichset‐asidegoalsweretobeestablishedeachyearforminorityandwomenownedbusinessparticipationinCitycontracts.Id.TheOrdinanceitselfdidnotestablishanygoals,butdirectedtheMayortoconsultwiththeChiefofEqualOpportunityComplianceand“contractauthorities”andtoannuallyspecifygoalsforeachseparatecategoryofcontracting“suchaspublicworks,professionalservices,concessionandpurchasingcontracts,aswellasanyothercategoriesthattheMayordeemsappropriate.”Id.

In1990,uponitsenactmentoftheOrdinance,theCityestablishedacross‐the‐boardset‐asidegoalsof20%MBEand3%WBEforallCitycontractswithnovariationbymarket.Id.ThecourtfoundtheCitysimplyreadoptedthe20%MBEand3%WBEsubcontractorparticipationgoalsfromthepriorlaw,Ordinance790,whichtheOrdinancehadspecificallyrepealed.Id.at616.Thesesameset‐asidegoals,thecourtsaid,wereadoptedwithoutchangeandwithoutfactualsupportineachsucceedingyearsince1990.Id.

Noannualstudyeverwasundertakentosupporttheimplementationoftheaffirmativeactionprogramgenerallyortosupporttheestablishmentofanyannualgoals,thecourtconcluded,andtheCitydidnotcollectthedatawhichcouldhavepermittedsuchfindings.Id.Nodisparitystudyexistedorwasundertakenuntilthecommencementofthislawsuit.Id.Thus,thecourtheldtheCityhadnoreliablerecordoftheavailabilityofMWBEsforeachcategoryofcontracting,andthusnowayofdeterminingwhetherits20%and3%goalswererationallyrelatedtoextantdiscrimination(orthecontinuingeffectsthereof)inthelettingofpublicconstructioncontracts.Id.

AUChasassociationalstanding.AUCestablishedthatithadassociationalstandingtochallengetheset‐asidegoalsadoptedbytheCityin1999.Id.Specifically,AUCsufficientlyestablishedthatitsmemberswere“readyandable”tobidforCitypublicworkscontracts.Id.Nomore,thecourtnoted,wasrequired.Id.

ThecourtfoundthatAUC’smembersweredisadvantagedbythegoalsinthebiddingprocess,andthisalonewasacognizableinjury.Id.Forthepurposesofanequalprotectionchallengetoaffirmativeactionset‐asidegoals,thecourtstatedtheSupremeCourthasheldthatthe“‘injuryinfact’istheinabilitytocompeteonanequalfootinginthebiddingprocess...”Id.at617,quotingNortheasternFloridaChapter,508U.S.at666,andcitingAdarandConstructors,Inc.v.Pena,515U.S.200,211(1995).

TheSupremeCourtinNortheasternFloridaChapterheldthatindividualstandingisestablishedtochallengeaset‐asideprogramwhenapartydemonstrates“thatitisableandreadytobidoncontractsandthatadiscriminatorypolicypreventsitfromdoingsoonanequalbasis.”Id.at616quoting,Northeastern,508U.S.at666.TheSupremeCourtfurtherheldthatonceapartyshowsitis“readyandable”tobidinthiscontext,thepartywillhavesufficientlyshownthattheset‐asidegoalsare“the‘cause’ofitsinjuryandthatajudicialdecreedirectingthecitytodiscontinue

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itsprogramwould‘redress’theinjury,”thussatisfyingtheremainingrequirementsforindividualstanding.Id.quotingNortheastern,at666&n.5.

ThecourtfoundtherewasampleevidencethatAUCmemberswere“readyandable”tobidonCitypublicworkscontractsbasedonseveraldocumentsintherecord,andthatmembersofAUCwouldhaveindividualstandingintheirownrighttochallengetheconstitutionalityoftheCity’sset‐asidegoalsapplicabletoconstructioncontracting,satisfyingtheassociationalstandingtest.Id.at617‐18.ThecourtheldAUChadassociationalstandingtochallengetheconstitutionalityofthepublicworkscontractsset‐asideprovisionsestablishedin1999.Id.at618.

Strictscrutinyanalysis.AUCcomplainedthatsincetheirinitialpromulgationin1990,theCity’sset‐asidegoalsrequiredAUCmembersto“selectorrejectcertainsubcontractorsbasedupontherace,ethnicity,orgenderofsuchsubcontractors”inordertobidsuccessfullyonCitypublicworkscontractsforworkexceeding$25,000(“Citypublicworkscontracts”).Id.at618.AUCclaimed,therefore,thattheCity’sset‐asidegoalsviolatedtheFourteenthAmendment’sguaranteeofequalprotectionbecausetheyrequiredprimecontractorstoengageindiscriminationwhichthegovernmentitselfcannotperpetrate.Id.

Thecourtstatedthatgovernmentclassificationsbaseduponraceandethnicityarereviewedunderstrictscrutiny,citingtheSupremeCourtinAdarand,515U.S.at227;andthatthosebasedupongenderarereviewedunderthelessstringentintermediatescrutiny.Id.at618,citingUnitedStatesv.Virginia,518U.S.515,531(1996).Id.“[A]llracialclassifications,imposedbywhateverfederal,state,orlocalgovernmentalactor,mustbeanalyzedbyareviewingcourtunderstrictscrutiny.”Id.at619,quotingAdarand,515U.S.at227.Thegovernmentclassificationmustbenarrowlytailoredtoachieveacompellinggovernmentinterest.Id.citingCroson,488U.S.at493–95.ThecourtthennotedthattheFourthCircuithasexplained:

Therationaleforthisstringentstandardofreviewisplain.Ofallthecriteriabywhichmenandwomencanbejudged,themostperniciousisthatofrace.Theinjusticeofjudginghumanbeingsbythecoloroftheirskinissoapparentthatracialclassificationscannotberationalizedbythecasualinvocationofbenignremedialaims....Whiletheinequitiesandindignitiesvisitedbypastdiscriminationareundeniable,theuseofraceasareparationaldevicerisksperpetuatingtheveryrace‐consciousnesssucharemedypurportstoovercome.

Id.at619,quotingMarylandTroopersAss’n,Inc.v.Evans,993F.2d1072,1076(4thCir.1993)(citationomitted).

ThecourtalsopointedoutthatinCroson,apluralityoftheSupremeCourtconcludedthatstateandlocalgovernmentshaveacompellinginterestinremedyingidentifiedpastandpresentracediscriminationwithintheirborders.Id.at619,citingCroson,488U.S.at492.ThepluralityoftheSupremeCourt,accordingtothecourt,explainedthattheFourteenthAmendmentpermitsrace‐consciousprogramsthatseekbothtoeradicatediscriminationbythegovernmentalentityitself,andtopreventthepublicentityfromactingasa“‘passiveparticipant’inasystemofracialexclusionpracticedbyelementsofthelocalconstructionindustry”byallowingtaxdollars“tofinancetheevilofprivateprejudice.”Id.at619,quotingCroson,488U.S.at492.Thus,thecourtfoundCrosonmakesclearthattheCityhasacompellinginterestineradicatingandremedyingprivatediscriminationintheprivatesubcontractinginherentinthelettingofCityconstructioncontracts.Id.

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TheFourthCircuit,thecourtstated,hasinterpretedCrosontoimposea“twostepanalysisforevaluatingarace‐consciousremedy.”Id.at619citingMarylandTroopersAss’n,993F.2dat1076.“First,the[government]musthavea‘strongbasisinevidenceforitsconclusionthatremedialaction[is]necessary....’‘Absentsearchingjudicialinquiryintothejustificationforsuchrace‐basedmeasures,thereissimplynowayofdeterminingwhatclassificationsare...infactmotivatedbyillegitimatenotionsofracialinferiorityorsimpleracialpolitics.’”Id.at619,quotingMarylandTroopersAss’n,993F.2dat1076(citingCroson).

ThesecondstepintheCrosonanalysis,accordingtothecourt,istodeterminewhetherthegovernmenthasadoptedprogramsthat“‘narrowlytailor’anypreferencesbasedonracetomeettheirremedialgoal.”Id.at619.ThecourtfoundthattheFourthCircuitsummarizedSupremeCourtjurisprudenceon“narrowtailoring”asfollows:

Thepreferencesmayremainineffectonlysolongasnecessarytoremedythediscriminationatwhichtheyareaimed;theymaynottakeonalifeoftheirown.Thenumericalgoalsmustbewaivableifqualifiedminorityapplicationsarescarce,andsuchgoalsmustbearareasonablerelationtominoritypercentagesintherelevantqualifiedlaborpool,notinthepopulationasawhole.Finally,thepreferencesmaynotsupplantrace‐neutralalternativesforremedyingthesamediscrimination.

Id.at620,quotingMarylandTroopersAss’n,993F.2dat1076–77(citationsomitted).

Intermediatescrutinyanalysis.Thecourtstatedtheintermediatescrutinyanalysisforgender‐baseddiscriminationasfollows:“Partieswhoseektodefendgender‐basedgovernmentactionmustdemonstratean‘exceedinglypersuasivejustification’forthataction.”Id.at620,quotingVirginia,518U.S.at531,116.Thisburdenisa“demanding[one]anditrestsentirelyontheState.”Id.at620quotingVirginia,518U.S.at533.

Althoughgenderisnot“aproscribedclassification,”inthewayraceorethnicityis,thecourtsnevertheless“carefullyinspect[]officialactionthatclosesadoorordeniesopportunity”onthebasisofgender.Id.at620,quotingVirginia,518U.S.at532‐533.Atbottom,thecourtconcluded,agovernmentwishingtodiscriminateonthebasisofgendermustdemonstratethatitsdoingsoserves“importantgovernmentalobjectivesandthatthediscriminatorymeansemployedaresubstantiallyrelatedtotheachievementofthoseobjectives.”Id.at620,quotingVirginia,518U.S.at533(citationsandquotationsomitted).

Aswiththestandardsforrace‐basedmeasures,thecourtfoundnoformulaexistsbywhichtodeterminewhatevidencewilljustifyeverydifferenttypeofgender‐consciousmeasure.Id.at620.However,astheThirdCircuithasexplained,“[l]ogically,acitymustbeabletorelyonlessevidenceinenactingagenderpreferencethanaracialpreferencebecauseapplyingCroson’sevidentiarystandardtoagenderpreferencewouldevisceratethedifferencebetweenstrictandintermediatescrutiny.”Id.at620,quotingContractorsAss’n,6F.3dat1010.

ThecourtpointedoutthattheSupremeCourthasstatedanaffirmativeactionprogramsurvivesintermediatescrutinyiftheproponentcanshowitwas“aproductofanalysisratherthanastereotypedreactionbasedonhabit.”Id.at620,quotingMetroBroadcasting,Inc.v.F.C.C.,497U.S.547,582–83(1990)(internalquotationsomitted).TheThirdCircuit,thecourtsaid,determinedthat“thisstandardrequirestheCitytopresentprobativeevidenceinsupportofitsstatedrationaleforthe[10%genderset‐aside]preference,discriminationagainstwomen‐ownedcontractors.”Id.at620,quotingContractorsAss’n,6F.3dat1010.

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Preenactmentversuspostenactmentevidence.InevaluatingthefirststepoftheCrosontest,whethertheCityhada“strongbasisinevidenceforitsconclusionthat[race‐conscious]remedialactionwasnecessary,”thecourtheldthatitmustlimititsinquirytoevidencewhichtheCityactuallyconsideredbeforeenactingthenumericalgoals.Id.at620.ThecourtfoundtheSupremeCourthasestablishedthestandardthatpreenactmentevidencemustprovidethe“strongbasisinevidence”thatrace‐basedremedialactionisnecessary.Id.at620‐621.

ThecourtnotedtheSupremeCourtinWygant,thepluralityopinion,joinedbyfourjusticesincludingJusticeO’Connor,heldthatastateentity“mustensurethat,beforeitembarksonanaffirmative‐actionprogram,ithasconvincingevidencethatremedialactioniswarranted.Thatis,itmusthavesufficientevidencetojustifytheconclusionthattherehasbeenpriordiscrimination.”Id.at621,quotingWygant,476U.S.at277.

Thecourtstatedthatbecauseofthiscontrollingprecedent,itwascompelledtoanalyzetheevidencebeforetheCitywhenitadoptedthe1999set‐asidegoalsspecifyingthe20%MBEparticipationinCityconstructionsubcontracts,andforanalogousreasons,the3%WBEpreferencemustalsobejustifiedbypreenactmentevidence.Id.at621.

ThecourtsaidtheFourthCircuithasnotruledontheissuewhetheraffirmativeactionmeasuresmustbejustifiedbyastrongbasisinpreenactmentevidence.ThecourtfoundthatintheFourthCircuitdecisionsinvalidatingstateaffirmativeactionpoliciesinPodbereskyv.Kirwan,38F.3d147(4thCir.1994),andMarylandTroopersAss’n,Inc.v.Evans,993F.2d1072(4thCir.1993),thecourtapparentlyreliedwithoutcommentuponpostenactmentevidencewhenevaluatingthepoliciesforCroson“strongbasisinevidence.”Id.at621,n.6,citingPodberesky,38F.3dat154(referringtopostenactmentsurveysofAfrican–AmericanstudentsatCollegeParkcampus);MarylandTroopers,993F.2dat1078(evaluatingstatisticsaboutthepercentageofblacktroopersin1991whendecidingwhethertherewasastatisticaldisparitygreatenoughtojustifytheaffirmativeactionmeasuresina1990consentdecree).Thecourtconcluded,however,thisissuewasapparentlynotraisedinthesecases,andbothweredecidedbeforethe1996SupremeCourtdecisioninShawv.Hunt,517U.S.899,whichclarifiedthattheWygantpluralitydecisionwascontrollingauthorityonthisissue.Id.at621,n.6.

Thecourtnotedthatthreecourtshadheld,priortoShaw,thatpostenactmentevidencemaybereliedupontosatisfytheCroson“strongbasisinevidence”requirement.ConcreteWorksofColorado,Inc.v.Denver,36F.3d1513(10thCir.1994),cert.denied,514U.S.1004,115S.Ct.1315,131L.Ed.2d196(1995);Harrison&BurrowesBridgeConstructors,Inc.v.Cuomo,981F.2d50,60(2dCir.1992);CoralConstructionCo.v.KingCounty,941F.2d910(9thCir.1991).Id.Inaddition,theEleventhCircuitheldin1997that“postenactmentevidenceisadmissibletodeterminewhetheranaffirmativeactionprogram”satisfiesCroson.EngineeringContractorsAss’nofSouthFlorida,Inc.v.MetropolitanDadeCounty,122F.3d895,911–12(11thCir.1997),cert.denied,523U.S.1004(1998).BecausethecourtbelievedthatShawandWygantprovidedcontrollingauthorityontheroleofpostenactmentevidenceinthe“strongbasisinevidence”inquiry,itdidnotfindthesecasespersuasive.Id.at621.

Citydidnotsatisfystrictorintermediatescrutiny:nodisparitystudywascompletedorpreenactmentevidenceestablished.Inthiscase.thecourtfoundthattheCityconsiderednoevidencein1999beforepromulgatingtheconstructionsubcontractingset‐asidegoalsof20%forMBEsand3%forWBEs.Id.at621.BasedontheabsenceofanyrecordofwhatevidencetheCityconsideredpriortopromulgatingtheset‐asidegoalsfor1999,thecourtheldtherewasnodisputeofmaterialfactforeclosingsummaryjudgmentinfavorofplaintiff.Id.Thecourtthusfoundthatthe20%preferenceisnotsupportedbya“strongbasisinevidence”showinganeed

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forarace‐consciousremedialplanin1999;noristhe3%preferenceshowntobe“substantiallyrelatedtoachievement”oftheimportantobjectiveofremedyinggenderdiscriminationin1999,intheconstructionindustryinBaltimore.Id.

ThecourtrejectedtheCity’sassertionsthroughoutthecasethatthecourtshouldupholdtheset‐asidegoalsbaseduponstatistics,whichtheCitywasintheprocessofgatheringinadisparitystudyithadcommissioned.Id.at622.ThecourtsaidtheCitydidnotprovideanylegalsupportforthepropositionthatagovernmentalentitymightpermissiblyadoptanaffirmativeactionplanincludingset‐asidegoalsandwaituntilsuchaplanischallengedincourtbeforeundertakingthenecessarystudiesuponwhichtheconstitutionalityoftheplandepends.Id.Theinprocessstudywasnotcompleteasofthedateofthisdecisionbythecourt.Id.ThecourtthusstatedthestudycouldnothaveproduceddatauponwhichtheCityactuallyreliedinestablishingtheset‐asidegoalsfor1999.Id.

Thecourtnotedthatifthedatathestudyproducedwerereliableandcomplete,theCitycouldhavethestatisticalbasisuponwhichtomakethefindingsOrdinance610required,andwhichcouldsatisfytheconstitutionallyrequiredstandardsforthepromulgationandimplementationofnarrowlytailoredset‐asiderace‐andgenderconsciousgoals.Id.at622.Nonetheless,astherecordstoodwhenthecourtenteredtheDecember1999injunctionandasitstoodasofthedateofthedecision,therewerenodatainevidenceshowingadisparity,letaloneagrossdisparity,betweenMWBEavailabilityandutilizationinthesubcontractingconstructionmarketinBaltimoreCity.Id.TheCitypossessednosuchevidencewhenitestablishedthe1999set‐asidegoalschallengedinthecase.Id.

Apercentageset‐asidemeasure,liketheMWBEgoalsatissue,thecourtheldcouldonlybejustifiedbyreferencetotheoverallavailabilityofminority‐andwomen‐ownedbusinessesintherelevantmarkets.Id.Intheabsenceofsuchfigures,the20%MBEand3%WBEsetasidefigureswerearbitraryandunenforceableinlightofcontrollingSupremeCourtandFourthCircuitauthority.Id.

Holding.ThecourtheldthatforthesereasonsitenteredtheinjunctionagainsttheCityonDecember1999anditremainedfullyineffect.Id.at622.Accordingly,theCity’smotionforstayoftheinjunctionorderwasdeniedandtheactionwasdismissedwithoutprejudice.Id.at622.

ThecourtheldunconstitutionaltheCityofBaltimore’s“affirmativeaction”program,whichhadconstructionsubcontracting“set‐aside”goalsof20percentforMBEsand3percentforWBEs.ThecourtheldtherewasnodataorstatisticalevidencesubmittedbytheCitypriortoenactmentoftheOrdinance.TherewasnoevidenceshowingadisparitybetweenMBE/WBEavailabilityandutilizationinthesubcontractingconstructionmarketinBaltimore.ThecourtenjoinedtheCityOrdinance.

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E. Recent Decisions Involving State or Local Government MBE/WBE/DBE Programs in Other Jurisdictions 

Recent Decisions in Federal Circuit Courts of Appeal 

1. Jana‐Rock Construction, Inc. v. New York State Dept. of Economic Development, 438 F.3d 195 (2d Cir. 2006) 

ThisrecentcaseisinstructiveinconnectionwiththedeterminationofthegroupsthatmaybeincludedinaMBE/WBE‐typeprogram,andthestandardofanalysisutilizedtoevaluatealocalgovernment’snon‐inclusionofcertaingroups.Inthiscase,theSecondCircuitCourtofAppealsheldracialclassificationsthatarechallengedas“under‐inclusive”(i.e.,thosethatexcludepersonsfromaparticularracialclassification)aresubjecttoa“rationalbasis”review,notstrictscrutiny.

PlaintiffLuiere,a70percentshareholderofJana‐RockConstruction,Inc.(“JanaRock”)andthe“sonofaSpanishmotherwhoseparentswereborninSpain,”challengedtheconstitutionalityoftheStateofNewYork’sdefinitionof“Hispanic”underitslocalminority‐ownedbusinessprogram.438F.3d195,199‐200(2dCir.2006).UndertheUSDOTregulations,49CFR§26.5,“HispanicAmericans”aredefinedas“personsofMexican,PuertoRican,Cuban,Dominican,CentralorSouthAmerican,orotherSpanishorPortuguesecultureororigin,regardlessofrace.”Id.at201.Uponproperapplication,Jana‐RockwascertifiedbytheNewYorkDepartmentofTransportationasaDisadvantagedBusinessEnterprise(“DBE”)underthefederalregulations.Id.

However,unlikethefederalregulations,theStateofNewYork’slocalminority‐ownedbusinessprogramincludedinitsdefinitionofminorities“HispanicpersonsofMexican,PuertoRican,Dominican,Cuban,CentralorSouthAmericanofeitherIndianorHispanicorigin,regardlessofrace.”Thedefinitiondidnotincludeallpersonsfrom,ordescendantsofpersonsfrom,SpainorPortugal.Id.Accordingly,Jana‐RockwasdeniedMBEcertificationunderthelocalprogram;Jana‐RockfiledsuitallegingaviolationoftheEqualProtectionClause.Id.at202‐03.Theplaintiffconcededthattheoverallminority‐ownedbusinessprogramsatisfiedtherequisitestrictscrutiny,butarguedthatthedefinitionof“Hispanic”wasfatallyunder‐inclusive.Id.at205.

TheSecondCircuitfoundthatthenarrow‐tailoringprongofthestrictscrutinyanalysis“allowsNewYorktoidentifywhichgroupsitispreparedtoproveareinneedofaffirmativeactionwithoutdemonstratingthatnoothergroupsmeritconsiderationfortheprogram.”Id.at206.Thecourtfoundthatevaluatingunder‐inclusivenessasanelementofthestrictscrutinyanalysiswasatoddswiththeUnitedStatesSupremeCourtdecisioninCityofRichmondv.J.A.CrosonCo.,488U.S.469(1989)whichrequiredthataffirmativeactionprogramsbenobroaderthannecessary.Id.at207‐08.Thecourtsimilarlyrejectedtheargumentthatthestateshouldmirrorthefederaldefinitionof“Hispanic,”findingthatCongresshasmoreleewaythanthestatestomakebroaderclassificationsbecauseCongressismakingsuchclassificationsonthenationallevel.Id.at209.

Thecourtopined—withoutdeciding—thatitmaybeimpermissibleforNewYorktosimplyadoptthe“federalUSDOTdefinitionofHispanicwithoutatleastmakinganindependentassessmentofdiscriminationagainstHispanicsofSpanishOrigininNewYork.”Id.Additionally,findingthattheplaintifffailedtopointtoanydiscriminatorypurposebyNewYorkinfailingto

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includepersonsofSpanishorPortuguesedescent,thecourtdeterminedthattherationalbasisanalysiswasappropriate.Id.at213.

Thecourtheldthattheplaintifffailedtherationalbasistestforthreereasons:(1)becauseitwasnotirrationalnordiditdisplayanimustoexcludepersonsofSpanishandPortuguesedescentfromthedefinitionofHispanic;(2)becausethefacttheplaintiffcoulddemonstrateevidenceofdiscriminationthathepersonallyhadsuffereddidnotrenderNewYork’sdecisiontoexcludepersonsofSpanishandPortuguesedescentirrational;and(3)becausethefactNewYorkmayhavereliedonCensusdataincludingasmallpercentageofHispanicsofSpanishdescentdidnotmeanthatitwasirrationaltoconcludethatHispanicsofLatinAmericanoriginwereingreaterneedofremediallegislation.Id.at213‐14.Thus,theSecondCircuitaffirmedtheconclusionthatNewYorkhadarationalbasisforitsdefinitiontonotincludepersonsofSpanishandPortuguesedescent,andthusaffirmedthedistrictcourtdecisionupholdingtheconstitutionalityofthechallengeddefinition.

2. Rapid Test Prods., Inc. v. Durham Sch. Servs., Inc., 460 F.3d 859 (7th Cir. 2006) 

InRapidTestProducts,Inc.v.DurhamSchoolServicesInc.,theSeventhCircuitCourtofAppealsheldthat42U.S.C.§1981(thefederalanti‐discriminationlaw)didnotprovidean“entitlement”indisadvantagedbusinessestoreceivecontractssubjecttosetasideprograms;rather,§1981providedaremedyforindividualswhoweresubjecttodiscrimination.

DurhamSchoolServices,Inc.(“Durham”),aprimecontractor,submittedabidforandwonacontractwithanIllinoisschooldistrict.Thecontractwassubjecttoaset‐asideprogramreservingsomeofthesubcontractsfordisadvantagedbusinessenterprises(arace‐andgender‐consciousprogram).Priortobidding,DurhamnegotiatedwithRapidTestProducts,Inc.(“RapidTest”),madeonepaymenttoRapidTestasanadvance,andincludedRapidTestinitsfinalbid.RapidTestbelievedithadreceivedthesubcontract.However,aftertheschooldistrictawardedthecontracttoDurham,DurhamgavethesubcontracttooneofRapidTest’scompetitor’s,abusinessownedbyanAsianmale.Theschooldistrictagreedtothesubstitution.RapidTestbroughtsuitagainstDurhamunder42U.S.C.§1981allegingthatDurhamdiscriminatedagainstitbecauseRapid’sownerwasablackwoman.

ThedistrictcourtgrantedsummaryjudgmentinfavorofDurhamholdingtheparties’dealinghadbeentooindefinitetocreateacontract.Onappeal,theSeventhCircuitCourtofAppealsstatedthat“§1981establishesaruleagainstdiscriminationincontractinganddoesnotcreateanyentitlementtobethebeneficiaryofacontractreservedforfirmsownedbyspecifiedracial,sexual,ethnic,orreligiousgroups.Argumentsthataparticularset‐asideprogramisalawfulremedyforpriordiscriminationmayormaynotprevailifapotentialsubcontractorclaimstohavebeenexcluded,butitistovictimsofdiscriminationratherthanfrustratedbeneficiariesthat§1981assignstherighttolitigate.”

ThecourtheldthatifraceorsexdiscriminationisthereasonwhyDurhamdidnotawardthesubcontracttoRapidTest,then§1981providesrelief.Havingfailedtoaddressthisissue,theSeventhCircuitCourtofAppealsremandedthecasetothedistrictcourttodeterminewhetherRapidTesthadevidencetobackupitsclaimthatraceandsexdiscrimination,ratherthananondiscriminatoryreasonsuchasinabilitytoperformtheservicesDurhamwanted,accountedforDurham’sdecisiontohireRapidTest’scompetitor.

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3. Virdi v. DeKalb County School District, 135 Fed. Appx. 262, 2005 WL 138942 (11th Cir. 2005) (unpublished opinion) 

Althoughitisanunpublishedopinion,Virdiv.DeKalbCountySchoolDistrictisarecentEleventhCircuitdecisionreviewingachallengetoalocalgovernmentMBE/WBE‐typeprogram,whichisinstructivetothedisparitystudy.InVirdi,theEleventhCircuitstruckdownaMBE/WBEgoalprogramthatthecourtheldcontainedracialclassifications.ThecourtbaseditsrulingprimarilyonthefailureoftheDeKalbCountySchoolDistrict(the“District”)toseriouslyconsiderandimplementarace‐neutralprogramandtotheinfinitedurationoftheprogram.

PlaintiffVirdi,anAsianAmericanarchitectofIndiandescent,filedsuitagainsttheDistrict,membersoftheDeKalbCountyBoardofEducation(bothindividuallyandintheirofficialcapacities)(the“Board”)andtheSuperintendent(bothindividuallyandinhisofficialcapacity)(collectively“defendants”)pursuantto42U.S.C.§§1981and1983andtheFourteenthAmendmentallegingthattheydiscriminatedagainsthimonthebasisofracewhenawardingarchitecturalcontracts.135Fed.Appx.262,264(11thCir.2005).Virdialsoallegedtheschooldistrict’sMinorityVendorInvolvementProgramwasfaciallyunconstitutional.Id.

Thedistrictcourtinitiallygrantedthedefendants’MotionsforSummaryJudgmentonallofVirdi’sclaimsandtheEleventhCircuitCourtofAppealsreversedinpart,vacatedinpart,andremanded.Id.Onremand,thedistrictcourtgrantedthedefendants’MotionforPartialSummaryJudgmentonthefacialchallenge,andthengrantedthedefendants’motionforajudgmentasamatteroflawontheremainingclaimsatthecloseofVirdi’scase.Id.

In1989,theBoardappointedtheTillmanCommittee(the“Committee”)tostudyparticipationoffemale‐andminority‐ownedbusinesseswiththeDistrict.Id.TheCommitteemetwithvariousDistrictdepartmentsandanumberofminoritycontractorswhoclaimedtheyhadunsuccessfullyattemptedtosolicitbusinesswiththeDistrict.Id.Basedupona“generalfeeling”thatminoritieswereunder‐represented,theCommitteeissuedtheTillmanReport(the“Report”)stating“theCommittee’simpressionthat‘[m]inoritiesha[d]notparticipatedinschoolboardpurchasesandcontractinginaratioreflectingtheminoritymake‐upofthecommunity.”Id.TheReportcontainednospecificevidenceofpastdiscriminationnoranyfactualfindingsofdiscrimination.Id.

TheReportrecommendedthattheDistrict:(1)Advertisebidsandpurchasingopportunitiesinnewspaperstargetingminorities,(2)conductperiodicseminarstoeducateminoritiesondoingbusinesswiththeDistrict,(3)notifyorganizationsrepresentingminorityfirmsregardingbiddingandpurchasingopportunities,and(4)publisha“howto”booklettobemadeavailabletoanybusinessinterestedindoingbusinesswiththeDistrict.

Id.TheReportalsorecommendedthattheDistrictadoptannual,aspirationalparticipationgoalsforwomen‐andminority‐ownedbusinesses.Id.TheReportcontainedstatementsindicatingtheselectionprocessshouldremainneutralandrecommendedthattheBoardadoptanon‐discriminationstatement.Id.

In1991,theBoardadoptedtheReportandimplementedseveraloftherecommendations,includingadvertisingintheAJC,conductingseminars,andpublishingthe“howto”booklet.Id.TheBoardalsoimplementedtheMinorityVendorInvolvementProgram(the“MVP”)whichadoptedtheparticipationgoalssetforthintheReport.Id.at265.

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TheBoarddelegatedtheresponsibilityofselectingarchitectstotheSuperintendent.Id.VirdisentalettertotheDistrictinOctober1991expressinginterestinobtainingarchitecturalcontracts.Id.VirdisentthelettertotheDistrictManagerandsentfollow‐upliterature;here‐contactedtheDistrictManagerin1992and1993.Id.InAugust1994,VirdisentaletterandaqualificationspackagetoaprojectmanageremployedbyHeeryInternational.Id.Inafollow‐upconversation,theprojectmanagerallegedlytoldVirdithathisfirmwasnotselectednotbaseduponhisqualifications,butbecausethe“Districtwasonlylookingfor‘black‐ownedfirms.’”Id.VirdisentalettertotheprojectmanagerrequestingconfirmationofhisstatementinwritingandtheprojectmanagerforwardedthelettertotheDistrict.Id.

AfteraseriesofmeetingswithDistrictofficials,in1997,VirdimetwiththenewlyhiredExecutiveDirector.Id.at266.UponrequestoftheExecutiveDirector,Virdire‐submittedhisqualificationsbutwasinformedthathewouldbeconsideredonlyforfutureprojects(PhaseIIISPLOSTprojects).Id.VirdithenfiledsuitbeforeanyPhaseIIISPLOSTprojectswereawarded.Id.

TheEleventhCircuitconsideredwhethertheMVPwasfaciallyunconstitutionalandwhetherthedefendantsintentionallydiscriminatedagainstVirdionthebasisofhisrace.Thecourtheldthatstrictscrutinyappliestoallracialclassificationsandisnotlimitedtomerelyset‐asidesormandatoryquotas;therefore,theMVPwassubjecttostrictscrutinybecauseitcontainedracialclassifications.Id.at267.Thecourtfirstquestionedwhethertheidentifiedgovernmentinterestwascompelling.Id.at268.However,thecourtdeclinedtoreachthatissuebecauseitfoundtherace‐basedparticipationgoalswerenotnarrowlytailoredtoachievingtheidentifiedgovernmentinterest.Id.

ThecourtheldtheMVPwasnotnarrowlytailoredfortworeasons.Id.First,becausenoevidenceexistedthattheDistrictconsideredrace‐neutralalternativesto“avoidunwittingdiscrimination.”Thecourtfoundthat“[w]hilenarrowtailoringdoesnotrequireexhaustionofeveryconceivablerace‐neutralalternative,itdoesrequireserious,goodfaithconsiderationofwhethersuchalternativescouldservethegovernmentalinterestatstake.”Id.,citingGrutterv.Bollinger,539U.S.306,339(2003),andRichmondv.J.A.CrosonCo.,488U.S.469,509‐10(1989).ThecourtfoundthatDistrictcouldhaveengagedinanynumberofequallyeffectiverace‐neutralalternatives,includingusingitsoutreachprocedureandtrackingtheparticipationandsuccessofminority‐ownedbusinessascomparedtonon‐minority‐ownedbusinesses.Id.at268,n.8.Accordingly,thecourtheldtheMVPwasnotnarrowlytailored.Id.at268.

Second,thecourtheldthattheunlimiteddurationoftheMVP’sracialgoalsnegatedafindingofnarrowtailoring.Id.“[R]aceconscious…policiesmustbelimitedintime.”Id.,citingGrutter,539U.S.at342,andWalkerv.CityofMesquite,TX,169F.3d973,982(5thCir.1999).Thecourtheldthatbecausethegovernmentinterestcouldhavebeenachievedutilizingrace‐neutralmeasures,andbecausetheracialgoalswerenottemporallylimited,theMVPcouldnotwithstandstrictscrutinyandwasunconstitutionalonitsface.Id.at268.

WithrespecttoVirdi’sclaimsofintentionaldiscrimination,thecourtheldthatalthoughtheMVPwasfaciallyunconstitutional,noevidenceexistedthattheMVPoritsunconstitutionalitycausedVirditoloseacontractthathewouldhaveotherwisereceived.Id.Thus,becauseVirdifailedtoestablishacausalconnectionbetweentheunconstitutionalaspectoftheMVPandhisowninjuries,thecourtaffirmedthedistrictcourt’sgrantofjudgmentonthatissue.Id.at269.Similarly,thecourtfoundthatVirdipresentedinsufficientevidencetosustainhisclaimsagainsttheSuperintendentforintentionaldiscrimination.Id.

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Thecourtreversedthedistrictcourt’sorderpertainingtothefacialconstitutionalityoftheMVP’sracialgoals,andaffirmedthedistrictcourt’sordergrantingdefendants’motionontheissueofintentionaldiscriminationagainstVirdi.Id.at270.

4. Concrete Works of Colorado, Inc. v. City and County of Denver, 321 F.3d 950 (10th Cir. 2003), cert. denied, 540 U.S. 1027, 124 S. Ct. 556 (2003) (Scalia, Justice with whom the Chief Justice Rehnquist, joined, dissenting from the denial of certiorari) 

ThiscaseisinstructivetothedisparitystudybecauseitisadecisionthatupholdsthevalidityofalocalgovernmentMBE/WBEprogram.ItissignificanttonotethattheTenthCircuitdidnotapplythenarrowlytailoredtestandthusdidnotruleonanapplicationofthenarrowlytailoredtest,insteadfindingthattheplaintiffhadwaivedthatchallengeinoneoftheearlierdecisionsinthecase.ThiscasealsoisoneoftheonlycasestohavefoundprivatesectormarketplacediscriminationasabasistoupholdanMBE/WBE‐typeprogram.

InConcreteWorkstheUnitedStatesCourtofAppealsfortheTenthCircuitheldthattheCityandCountyofDenverhadacompellinginterestinlimitingracediscriminationintheconstructionindustry,thattheCityhadanimportantgovernmentalinterestinremedyinggenderdiscriminationintheconstructionindustry,andfoundthattheCityandCountyofDenverhadestablishedacompellinggovernmentalinteresttohavearace‐andgender‐basedprogram.InConcreteWorks,theCourtofAppealsdidnotaddresstheissueofwhethertheMWBEOrdinancewasnarrowlytailoredbecauseitheldthedistrictcourtwasbarredunderthelawofthecasedoctrinefromconsideringthatissuesinceitwasnotraisedonappealbytheplaintiffconstructioncompaniesaftertheyhadlostthatissueonsummaryjudgmentinanearlierdecision.Therefore,theCourtofAppealsdidnotreachadecisionastonarrowlytailoringorconsiderthatissueinthecase.

Casehistory.Plaintiff,ConcreteWorksofColorado,Inc.(“CWC”)challengedtheconstitutionalityofan“affirmativeaction”ordinanceenactedbytheCityandCountyofDenver(hereinafterthe“City”or“Denver”).321F.3d950,954(10thCir.2003).TheordinanceestablishedparticipationgoalsforracialminoritiesandwomenoncertainCityconstructionandprofessionaldesignprojects.Id.

TheCityenactedanOrdinanceNo.513(“1990Ordinance”)containingannualgoalsforMBE/WBEutilizationonallcompetitivelybidprojects.Id.at956.Aprimecontractorcouldalsosatisfythe1990Ordinancerequirementsbyusing“goodfaithefforts.”Id.In1996,theCityreplacedthe1990OrdinancewithOrdinanceNo.304(the“1996Ordinance”).Thedistrictcourtstatedthatthe1996Ordinancedifferedfromthe1990OrdinancebyexpandingthedefinitionofcoveredcontractstoincludesomeprivatelyfinancedcontractsonCity‐ownedland;addedupdatedinformationandfindingstothestatementoffactualsupportforcontinuingtheprogram;refinedtherequirementsforMBE/WBEcertificationandgraduation;mandatedtheuseofMBEsandWBEsonchangeorders;andexpandedsanctionsforimproperbehaviorbyMBEs,WBEsormajority‐ownedcontractorsinfailingtoperformtheaffirmativeactioncommitmentsmadeonCityprojects.Id.at956‐57.

The1996Ordinancewasamendedin1998byOrdinanceNo.948(the“1998Ordinance”).The1998OrdinancereducedannualpercentagegoalsandprohibitedanMBEoraWBE,actingasabidder,fromcountingself‐performedworktowardprojectgoals.Id.at957.

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CWCfiledsuitchallengingtheconstitutionalityofthe1990Ordinance.Id.Thedistrictcourtconductedabenchtrialontheconstitutionalityofthethreeordinances.Id.ThedistrictcourtruledinfavorofCWCandconcludedthattheordinancesviolatedtheFourteenthAmendment.Id.TheCitythenappealedtotheTenthCircuitCourtofAppeals.Id.TheCourtofAppealsreversedandremanded.Id.at954.

TheCourtofAppealsappliedstrictscrutinytorace‐basedmeasuresandintermediatescrutinytothegender‐basedmeasures.Id.at957‐58,959.TheCourtofAppealsalsocitedRichmondv.J.A.CrosonCo.,forthepropositionthatagovernmentalentity“canuseitsspendingpowerstoremedyprivatediscrimination,ifitidentifiesthatdiscriminationwiththeparticularityrequiredbytheFourteenthAmendment.”488U.S.469,492(1989)(pluralityopinion).Because“anefforttoalleviatetheeffectsofsocietaldiscriminationisnotacompellinginterest,”theCourtofAppealsheldthatDenvercoulddemonstratethatitsinterestiscompellingonlyifit(1)identifiedthepastorpresentdiscrimination“withsomespecificity,”and(2)demonstratedthata“strongbasisinevidence”supportsitsconclusionthatremedialactionisnecessary.Id.at958,quotingShawv.Hunt,517U.S.899,909‐10(1996).

ThecourtheldthatDenvercouldmeetitsburdenwithoutconclusivelyprovingtheexistenceofpastorpresentracialdiscrimination.Id.Rather,Denvercouldrelyon“empiricalevidencethatdemonstrates‘asignificantstatisticaldisparitybetweenthenumberofqualifiedminoritycontractors…andthenumberofsuchcontractorsactuallyengagedbythelocalityorthelocality’sprimecontractors.’”Id.,quotingCroson,488U.S.at509(pluralityopinion).Furthermore,theCourtofAppealsheldthatDenvercouldrelyonstatisticalevidencegatheredfromthesix‐countyDenverMetropolitanStatisticalArea(MSA)andcouldsupplementthestatisticalevidencewithanecdotalevidenceofpublicandprivatediscrimination.Id.

TheCourtofAppealsheldthatDenvercouldestablishitscompellinginterestbypresentingevidenceofitsowndirectparticipationinracialdiscriminationoritspassiveparticipationinprivatediscrimination.Id.TheCourtofAppealsheldthatonceDenvermetitsburden,CWChadtointroduce“credible,particularizedevidencetorebut[Denver’s]initialshowingoftheexistenceofacompellinginterest,whichcouldconsistofaneutralexplanationforthestatisticaldisparities.”Id.(internalcitationsandquotationsomitted).TheCourtofAppealsheldthatCWCcouldalsorebutDenver’sstatisticalevidence“by(1)showingthatthestatisticsareflawed;(2)demonstratingthatthedisparitiesshownbythestatisticsarenotsignificantoractionable;or(3)presentingcontrastingstatisticaldata.”Id.(internalcitationsandquotationsomitted).TheCourtofAppealsheldthattheburdenofproofatalltimesremainedwithCWCtodemonstratetheunconstitutionalityoftheordinances.Id.at960.

TheCourtofAppealsheldthattomeetitsburdenofdemonstratinganimportantgovernmentalinterestpertheintermediatescrutinyanalysis,Denvermustshowthatthegender‐basedmeasuresintheordinanceswerebasedon“reasonedanalysisratherthanthroughthemechanicalapplicationoftraditional,ofteninaccurate,assumptions.”Id.,quotingMiss.Univ.forWomenv.Hogan,458U.S.718,726(1982).

Thestudies.Denverpresentedhistorical,statisticalandanecdotalevidenceinsupportofitsMBE/WBEprograms.DenvercommissionedanumberofstudiestoassessitsMBE/WBEprograms.Id.at962.TheconsultingfirmhiredbyDenverutilizeddisparityindicesinpart.Id.at962.The1990StudyalsoexaminedMBEandWBEutilizationintheoverallDenverMSAconstructionmarket,bothpublicandprivate.Id.at963.

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TheconsultingfirmalsointerviewedrepresentativesofMBEs,WBEs,majority‐ownedconstructionfirms,andgovernmentofficials.Id.Basedonthisinformation,the1990Studyconcludedthat,despiteDenver’seffortstoincreaseMBEandWBEparticipationinDenverPublicWorksprojects,someDenveremployeesandprivatecontractorsengagedinconductdesignedtocircumventthegoalsprogram.Id.Afterreviewingthestatisticalandanecdotalevidencecontainedinthe1990Study,theCityCouncilenactedthe1990Ordinance.Id.

AftertheTenthCircuitdecidedConcreteWorksII,Denvercommissionedanotherstudy(the“1995Study”).Id.at963.Using1987CensusBureaudata,the1995StudyagainexaminedutilizationofMBEsandWBEsintheconstructionandprofessionaldesignindustrieswithintheDenverMSA.Id.The1995StudyconcludedthatMBEsandWBEsweremorelikelytobeone‐personorfamily‐runbusinesses.TheStudyconcludedthatHispanic‐ownedfirmswerelesslikelytohavepaidemployeesthanwhite‐ownedfirmsbutthatAsian/NativeAmerican‐ownedfirmsweremorelikelytohavepaidemployeesthanwhite‐orotherminority‐ownedfirms.Todeterminewhetherthesefactorsexplainedoverallmarketdisparities,the1995StudyusedtheCensusdatatocalculatedisparityindicesforallfirmsintheDenverMSAconstructionindustryandseparatelycalculateddisparityindicesforfirmswithpaidemployeesandfirmswithnopaidemployees.Id.at964.

TheCensusBureauinformationwasalsousedtoexamineaveragerevenuesperemployeeforDenverMSAconstructionfirmswithpaidemployees.Hispanic‐,Asian‐,NativeAmerican‐,andwomen‐ownedfirmswithpaidemployeesallreportedlowerrevenuesperemployeethanmajority‐ownedfirms.The1995Studyalsoused1990Censusdatatocalculateratesofself‐employmentwithintheDenverMSAconstructionindustry.TheStudyconcludedthatthedisparitiesintheratesofself‐employmentforblacks,Hispanics,andwomenpersistedevenaftercontrollingforeducationandlengthofworkexperience.The1995StudycontrolledforthesevariablesandreportedthatblacksandHispanicsworkingintheDenverMSAconstructionindustrywerelessthanhalfaslikelytoowntheirownbusinessesaswerewhitesofcomparableeducationandexperience.Id.

Inlate1994andearly1995,atelephonesurveyofconstructionfirmsdoingbusinessintheDenverMSAwasconducted.Id.at965.Basedoninformationobtainedfromthesurvey,theconsultantcalculatedpercentageutilizationandpercentageavailabilityofMBEsandWBEs.Percentageutilizationwascalculatedfromrevenueinformationprovidedbytherespondingfirms.PercentageavailabilitywascalculatedbasedonthenumberofMBEsandWBEsthatrespondedtothesurveyquestionregardingrevenues.Usingtheseutilizationandavailabilitypercentages,the1995Studyshoweddisparityindicesof64forMBEsand70forWBEsintheconstructionindustry.Intheprofessionaldesignindustry,disparityindiceswere67forMBEsand69forWBEs.The1995Studyconcludedthatthedisparityindicesobtainedfromthetelephonesurveydataweremoreaccuratethanthoseobtainedfromthe1987Censusdatabecausethedataobtainedfromthetelephonesurveyweremorerecent,hadanarrowerfocus,andincludeddataonCcorporations.Additionally,itwaspossibletocalculatedisparityindicesforprofessionaldesignfirmsfromthesurveydata.Id.

In1997,theCityconductedanotherstudytoestimatetheavailabilityofMBEsandWBEsandtoexamine,interalia,whetherraceandgenderdiscriminationlimitedtheparticipationofMBEsandWBEsinconstructionprojectsofthetypetypicallyundertakenbytheCity(the“1997Study”).Id.at966.The1997StudyusedgeographicandspecializationinformationtocalculateMBE/WBEavailability.Availabilitywasdefinedas“theratioofMBE/WBEfirmstothetotalnumberoffirmsinthefour‐digitSICcodesandgeographicmarketarearelevanttotheCity’scontracts.”Id.

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The1997StudycomparedMBE/WBEavailabilityandutilizationintheColoradoconstructionindustry.Id.ThestatewidemarketwasusedbecausenecessaryinformationwasunavailablefortheDenverMSA.Id.at967.Additionally,datacollectedin1987bytheCensusBureauwasusedbecausemorecurrentdatawasunavailable.TheStudycalculateddisparityindicesforthestatewideconstructionmarketinColoradoasfollows:41forAfricanAmericanfirms,40forHispanicfirms,14forAsianandotherminorities,and74forwomen‐ownedfirms.Id.

The1997StudyalsocontainedananalysisofwhetherAfricanAmericans,Hispanics,orAsianAmericansworkingintheconstructionindustryarelesslikelytobeself‐employedthansimilarlysituatedwhites.Id.UsingdatafromthePublicUseMicrodataSamples(“PUMS”)ofthe1990CensusofPopulationandHousing,theStudyusedasampleofindividualsworkingintheconstructionindustry.TheStudyconcludedthatinbothColoradoandtheDenverMSA,AfricanAmericans,Hispanics,andNativeAmericansworkingintheconstructionindustryhadlowerself‐employmentratesthanwhites.AsianAmericanshadhigherself‐employmentratesthanwhites.

UsingtheavailabilityfigurescalculatedearlierintheStudy,theStudythencomparedtheactualavailabilityofMBE/WBEsintheDenverMSAwiththepotentialavailabilityofMBE/WBEsiftheyformedbusinessesatthesamerateaswhiteswiththesamecharacteristics.Id.Finally,theStudyexaminedwhetherself‐employedminoritiesandwomenintheconstructionindustryhavelowerearningsthanwhitemaleswithsimilarcharacteristics.Id.at968.Usinglinearregressionanalysis,theStudycomparedbusinessownerswithsimilaryearsofeducation,ofsimilarage,doingbusinessinthesamegeographicarea,andhavingothersimilardemographiccharacteristics.Evenaftercontrollingforseveralfactors,theresultsshowedthatself‐employedAfricanAmericans,Hispanics,NativeAmericans,andwomenhadlowerearningsthanwhitemales.Id.

The1997StudyalsoconductedamailsurveyofbothMBE/WBEsandnon‐MBE/WBEstoobtaininformationontheirexperiencesintheconstructionindustry.OftheMBE/WBEswhoresponded,35percentindicatedthattheyhadexperiencedatleastoneincidentofdisparatetreatmentwithinthelastfiveyearswhileengagedinbusinessactivities.Thesurveyalsoposedthefollowingquestion:“Howoftendoprimecontractorswhouseyourfirmasasubcontractoronpublicsectorprojectswith[MBE/WBE]goalsorrequirements…alsouseyourfirmonpublicsectororprivatesectorprojectswithout[MBE/WBE]goalsorrequirements?”Fifty‐eightpercentofminoritiesand41percentofwhitewomenwhorespondedtothisquestionindicatedtheywere“seldomornever”usedonnon‐goalsprojects.Id.

MBE/WBEswerealsoaskedwhetherthefollowingaspectsofprocurementmadeitmoredifficultorimpossibletoobtainconstructioncontracts:(1)bondingrequirements,(2)insurancerequirements,(3)largeprojectsize,(4)costofcompletingproposals,(5)obtainingworkingcapital,(6)lengthofnotificationforbiddeadlines,(7)prequalificationrequirements,and(8)previousdealingswithanagency.Thisquestionwasalsoaskedofnon‐MBE/WBEsinaseparatesurvey.Withoneexception,MBE/WBEsconsideredeachaspectofprocurementmoreproblematicthannon‐MBE/WBEs.Todeterminewhetherafirm’ssizeorexperienceexplainedthedifferentresponses,aregressionanalysiswasconductedthatcontrolledforageofthefirm,numberofemployees,andlevelofrevenues.Theresultsagainshowedthatwiththesame,singleexception,MBE/WBEshadmoredifficultiesthannon‐MBE/WBEswiththesamecharacteristics.Id.at968‐69.

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Afterthe1997Studywascompleted,theCityenactedthe1998Ordinance.The1998Ordinancereducedtheannualgoalsto10percentforbothMBEsandWBEsandeliminatedaprovisionwhichpreviouslyallowedMBE/WBEstocounttheirownworktowardprojectgoals.Id.at969.

Theanecdotalevidenceincludedthetestimonyoftheseniorvice‐presidentofalarge,majority‐ownedconstructionfirmwhostatedthatwhenheworkedinDenver,hereceivedcrediblecomplaintsfromminorityandwomen‐ownedconstructionfirmsthattheyweresubjecttodifferentworkrulesthanmajority‐ownedfirms.Id.HealsotestifiedthathefrequentlyobservedgraffiticontainingracialorgenderepithetswrittenonjobsitesintheDenvermetropolitanarea.Further,hestatedthathebelieved,basedonhispersonalexperiences,thatmanymajority‐ownedfirmsrefusedtohireminority‐orwomen‐ownedsubcontractorsbecausetheybelievedthosefirmswerenotcompetent.Id.

SeveralMBE/WBEwitnessestestifiedthattheyexperienceddifficultyprequalifyingforprivatesectorprojectsandprojectswiththeCityandothergovernmentalentitiesinColorado.Oneindividualtestifiedthathercompanywasrequiredtoprequalifyforaprivatesectorprojectwhilenosimilarrequirementwasimposedonmajority‐ownedfirms.Severalotherstestifiedthattheyattemptedtoprequalifyforprojectsbuttheirapplicationsweredeniedeventhoughtheymettheprequalificationrequirements.Id.

OtherMBE/WBEstestifiedthattheirbidswererejectedevenwhentheywerethelowestbidder;thattheybelievedtheywerepaidmoreslowlythanmajority‐ownedfirmsonbothCityprojectsandprivatesectorprojects;thattheywerechargedmoreforsuppliesandmaterials;thattheywererequiredtodoadditionalworknotpartofthesubcontractingarrangement;andthattheyfounditdifficulttojoinunionsandtradeassociations.Id.TherewastestimonydetailingthedifficultiesMBE/WBEsexperiencedinobtaininglinesofcredit.OneWBEtestifiedthatshewasgivenafalseexplanationofwhyherloanwasdeclined;anothertestifiedthatthelendinginstitutionrequiredtheco‐signatureofherhusbandeventhoughherhusband,whoalsoownedaconstructionfirm,wasnotrequiredtoobtainherco‐signature;athirdtestifiedthatthebankrequiredherfathertobeinvolvedinthelendingnegotiations.Id.

Thecourtalsopointedoutanecdotaltestimonyinvolvingrecitationsofracially‐andgender‐motivatedharassmentexperiencedbyMBE/WBEsatworksites.Therewastestimonythatminorityandfemaleemployeesworkingonconstructionprojectswerephysicallyassaultedandfondled,spatuponwithchewingtobacco,andpeltedwithtwo‐inchboltsthrownbymalesfromaheightof80feet.Id.at969‐70.

Thelegalframeworkappliedbythecourt.TheCourtheldthatthedistrictcourtincorrectlybelievedDenverwasrequiredtoprovetheexistenceofdiscrimination.InsteadofconsideringwhetherDenverhaddemonstratedstrongevidencefromwhichaninferenceofpastorpresentdiscriminationcouldbedrawn,thedistrictcourtanalyzedwhetherDenver’sevidenceshowedthatthereispervasivediscrimination.Id.at970.Thecourt,quotingConcreteWorksII,statedthat“theFourteenthAmendmentdoesnotrequireacourttomakeanultimatefindingofdiscriminationbeforeamunicipalitymaytakeaffirmativestepstoeradicatediscrimination.”Id.at970,quotingConcreteWorksII,36F.3d1513,1522(10thCir.1994).Denver’sinitialburdenwastodemonstratethatstrongevidenceofdiscriminationsupporteditsconclusionthatremedialmeasureswerenecessary.Strongevidenceisthat“approachingaprimafaciecaseofaconstitutionalorstatutoryviolation,”notirrefutableordefinitiveproofofdiscrimination.Id.at97,quotingCroson,488U.S.at500.TheburdenofproofatalltimesremainedwiththecontractorplaintifftoprovebyapreponderanceoftheevidencethatDenver’s“evidencedidnot

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supportaninferenceofpriordiscriminationandthusaremedialpurpose.”Id.,quotingAdarandVII,228F.3dat1176.

Denver,theCourtheld,didintroduceevidenceofdiscriminationagainsteachgroupincludedintheordinances.Id.at971.Thus,Denver’sevidencedidnotsufferfromtheproblemdiscussedbythecourtinCroson.TheCourtheldthedistrictcourterroneouslyconcludedthatDenvermustdemonstratethattheprivatefirmsdirectlyengagedinanydiscriminationinwhichDenverpassivelyparticipatesdosointentionally,withthepurposeofdisadvantagingminoritiesandwomen.TheCrosonmajorityconcludedthata“citywouldhaveacompellinginterestinpreventingitstaxdollarsfromassisting[localtrade]organizationsinmaintainingaraciallysegregatedconstructionmarket.”Id.at971,quotingCroson,488U.S.503.Thus,theCourtheldDenver’sburdenwastointroduceevidencewhichraisedtheinferenceofdiscriminatoryexclusioninthelocalconstructionindustryandlinkeditsspendingtothatdiscrimination.Id.

TheCourtnotedtheSupremeCourthasstatedthattheinferenceofdiscriminatoryexclusioncanarisefromstatisticaldisparities.Id.,citingCroson,488U.S.at503.Accordingly,itconcludedthatDenvercouldmeetitsburdenthroughtheintroductionofstatisticalandanecdotalevidence.TotheextentthedistrictcourtrequiredDenvertointroduceadditionalevidencetoshowdiscriminatorymotiveorintentonthepartofprivateconstructionfirms,thedistrictcourterred.Denver,accordingtotheCourt,wasundernoburdentoidentifyanyspecificpracticeorpolicythatresultedindiscrimination.NeitherwasDenverrequiredtodemonstratethatthepurposeofanysuchpracticeorpolicywastodisadvantagewomenorminorities.Id.at972.

ThecourtfoundDenver’sstatisticalandanecdotalevidencerelevantbecauseitidentifiesdiscriminationinthelocalconstructionindustry,notsimplydiscriminationinsociety.ThecourtheldthegenesisoftheidentifieddiscriminationisirrelevantandthedistrictcourterredwhenitdiscountedDenver’sevidenceonthatbasis.Id.

ThecourtheldthedistrictcourterroneouslyrejectedtheevidenceDenverpresentedonmarketplacediscrimination.Id.at973.Thecourtrejectedthedistrictcourt’serroneouslegalconclusionthatamunicipalitymayonlyremedyitsowndiscrimination.ThecourtstatedthisconclusioniscontrarytotheholdingsinConcreteWorksIIandthepluralityopinioninCroson.Id.Thecourthelditpreviouslyrecognizedinthiscasethat“amunicipalityhasacompellinginterestintakingaffirmativestepstoremedybothpublicandprivatediscriminationspecificallyidentifiedinitsarea.”Id.,quotingConcreteWorksII,36F.3dat1529(emphasisadded).InConcreteWorksII,thecourtstatedthat“wedonotreadCrosonasrequiringthemunicipalitytoidentifyanexactlinkagebetweenitsawardofpubliccontractsandprivatediscrimination.”Id.,quotingConcreteWorksII,36F.3dat1529.

ThecourtstatedthatDenvercouldmeetitsburdenofdemonstratingitscompellinginterestwithevidenceofprivatediscriminationinthelocalconstructionindustrycoupledwithevidencethatithasbecomeapassiveparticipantinthatdiscrimination.Id.at973.Thus,Denverwasnotrequiredtodemonstratethatitis“guiltyofprohibiteddiscrimination”tomeetitsinitialburden.Id.

Additionally,thecourthadpreviouslyconcludedthatDenver’sstatisticalstudies,whichcomparedutilizationofMBE/WBEstoavailability,supportedtheinferencethat“localprimecontractors”areengagedinracialandgenderdiscrimination.Id.at974,quotingConcreteWorksII,36F.3dat1529.Thus,thecourtheldDenver’sdisparitystudiesshouldnothavebeendiscountedbecausetheyfailedtospecificallyidentifythoseindividualsorfirmsresponsibleforthediscrimination.Id.

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TheCourt’srejectionofCWC’sargumentsandthedistrictcourtfindings.

Useofmarketplacedata.Thecourtheldthedistrictcourt,interalia,erroneouslyconcludedthatthedisparitystudiesuponwhichDenverreliedweresignificantlyflawedbecausetheymeasureddiscriminationintheoverallDenverMSAconstructionindustry,notdiscriminationbytheCityitself.Id.at974.Thecourtfoundthatthedistrictcourt’sconclusionwasdirectlycontrarytotheholdinginAdarandVIIthatevidenceofbothpublicandprivatediscriminationintheconstructionindustryisrelevant.Id.,citingAdarandVII,228F.3dat1166‐67).

ThecourtheldtheconclusionreachedbythemajorityinCrosonthatmarketplacedataarerelevantinequalprotectionchallengestoaffirmativeactionprogramswasconsistentwiththeapproachlatertakenbythecourtinShawv.Hunt.Id.at975.InShaw,amajorityofthecourtreliedonthemajorityopinioninCrosonforthebroadpropositionthatagovernmentalentity’s“interestinremedyingtheeffectsofpastorpresentracialdiscriminationmayinthepropercasejustifyagovernment’suseofracialdistinctions.”Id.,quotingShaw,517U.S.at909.TheShawcourtdidnotadoptanyrequirementthatonlydiscriminationbythegovernmentalentity,eitherdirectlyorbyutilizingfirmsengagedindiscriminationonprojectsfundedbytheentity,wasremediable.Thecourt,however,didsetouttwoconditionsthatmustbemetforthegovernmentalentitytoshowacompellinginterest.“First,thediscriminationmustbeidentifieddiscrimination.”Id.at976,quotingShaw,517U.S.at910.TheCitycansatisfythisconditionbyidentifyingthediscrimination,“‘publicorprivate,withsomespecificity.’“Id.at976,citingShaw,517U.S.at910,quotingCroson,488U.S.at504(emphasisadded).Thegovernmentalentitymustalsohavea“strongbasisinevidencetoconcludethatremedialactionwasnecessary.”Id.Thus,thecourtconcludedShawspecificallystatedthatevidenceofeitherpublicorprivatediscriminationcouldbeusedtosatisfythemunicipality’sburdenofproducingstrongevidence.Id.at976.

InAdarandVII,thecourtnoteditconcludedthatevidenceofmarketplacediscriminationcanbeusedtosupportacompellinginterestinremedyingpastorpresentdiscriminationthroughtheuseofaffirmativeactionlegislation.Id.,citingAdarandVII,228F.3dat1166‐67(“[W]emayconsiderpublicandprivatediscriminationnotonlyinthespecificareaofgovernmentprocurementcontractsbutalsointheconstructionindustrygenerally;thusanyfindingsCongresshasmadeastotheentireconstructionindustryarerelevant.”(emphasisadded)).Further,thecourtpointedoutinthiscaseitearlierrejectedtheargumentCWCreassertedherethatmarketplacedataareirrelevantandremandedthecasetothedistrictcourttodeterminewhetherDenvercouldlinkitspublicspendingto“theDenverMSAevidenceofindustry‐widediscrimination.”Id.,quotingConcreteWorksII,36F.3dat1529.Thecourtstatedthatevidenceexplaining“theDenvergovernment’sroleincontributingtotheunderutilizationofMBEsandWBEsintheprivateconstructionmarketintheDenverMSA”wasrelevanttoDenver’sburdenofproducingstrongevidence.Id.,quotingConcreteWorksII,36F.3dat1530(emphasisadded).

Consistentwiththecourt’smandateinConcreteWorksII,theCityattemptedtoshowattrialthatit“indirectlycontributedtoprivatediscriminationbyawardingpubliccontractstofirmsthatinturndiscriminatedagainstMBEand/orWBEsubcontractorsinotherprivateportionsoftheirbusiness.”Id.TheCitycandemonstratethatitisa“‘passiveparticipant’inasystemofracialexclusionpracticedbyelementsofthelocalconstructionindustry”bycompilingevidenceofmarketplacediscriminationandthenlinkingitsspendingpracticestotheprivatediscrimination.Id.,quotingCroson,488U.S.at492.

ThecourtrejectedCWC’sargumentthatthelendingdiscriminationstudiesandbusinessformationstudiespresentedbyDenverwereirrelevant.InAdarandVII,thecourtconcludedthat

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evidenceofdiscriminatorybarrierstotheformationofbusinessesbyminoritiesandwomenandfaircompetitionbetweenMBE/WBEsandmajority‐ownedconstructionfirmsshowsa“stronglink”betweenagovernment’s“disbursementsofpublicfundsforconstructioncontractsandthechannelingofthosefundsduetoprivatediscrimination.”Id.at977,quotingAdarandVII,228F.3dat1167‐68.ThecourtfoundthatevidencethatprivatediscriminationresultedinbarrierstobusinessformationisrelevantbecauseitdemonstratesthatMBE/WBEsareprecludedattheoutsetfromcompetingforpublicconstructioncontracts.ThecourtalsofoundthatevidenceofbarrierstofaircompetitionisrelevantbecauseitagaindemonstratesthatexistingMBE/WBEsareprecludedfromcompetingforpubliccontracts.Thus,likethestudiesmeasuringdisparitiesintheutilizationofMBE/WBEsintheDenverMSAconstructionindustry,studiesshowingthatdiscriminatorybarrierstobusinessformationexistintheDenverconstructionindustryarerelevanttotheCity’sshowingthatitindirectlyparticipatesinindustrydiscrimination.Id.at977.

TheCitypresentedevidenceoflendingdiscriminationtosupportitspositionthatMBE/WBEsintheDenverMSAconstructionindustryfacediscriminatorybarrierstobusinessformation.Denverintroducedadisparitystudypreparedin1996andsponsoredbytheDenverCommunityReinvestmentAlliance,ColoradoCapitalInitiatives,andtheCity.TheStudyultimatelyconcludedthat“despitethefactthatloanapplicantsofthreedifferentracial/ethnicbackgroundsinthissamplewerenotappreciablydifferentasbusinesspeople,theywereultimatelytreateddifferentlybythelendersonthecrucialissueofloanapprovalordenial.”Id.at977‐78.InAdarandVII,thecourtconcludedthatthisstudy,amongotherevidence,“stronglysupport[ed]aninitialshowingofdiscriminationinlending.”Id.at978,quoting,AdarandVII,228F.3dat1170,n.13(“Lendingdiscriminationaloneofcoursedoesnotjustifyactionintheconstructionmarket.However,thepersistenceofsuchdiscrimination…supportstheassertionthattheformation,aswellasutilization,ofminority‐ownedconstructionenterpriseshasbeenimpeded.”).TheCityalsointroducedanecdotalevidenceoflendingdiscriminationintheDenverconstructionindustry.

CWCdidnotpresentanyevidencethatunderminedthereliabilityofthelendingdiscriminationevidencebutsimplyrepeatedtheargument,foreclosedbycircuitprecedent,thatitisirrelevant.Thecourtrejectedthedistrictcourtcriticismoftheevidencebecauseitfailedtodeterminewhetherthediscriminationresultedfromdiscriminatoryattitudesorfromtheneutralapplicationofbankingregulations.Thecourtconcludedthatdiscriminatorymotivecanbeinferredfromtheresultsshownindisparitystudies.Thecourtheldthedistrictcourt’scriticismdidnotunderminethestudy’sreliabilityasanindicatorthattheCityispassivelyparticipatinginmarketplacediscrimination.ThecourtnotedthatinAdarandVIIittook“judicialnoticeoftheobviouscausalconnectionbetweenaccesstocapitalandabilitytoimplementpublicworksconstructionprojects.”Id.at978,quotingAdarandVII,228F.3dat1170.

DenveralsointroducedevidenceofdiscriminatorybarrierstocompetitionfacedbyMBE/WBEsintheformofbusinessformationstudies.The1990Studyandthe1995StudybothshowedthatallminoritygroupsintheDenverMSAformedtheirownconstructionfirmsatrateslowerthanthetotalpopulationbutthatwomenformedconstructionfirmsathigherrates.The1997Studyexaminedself‐employmentratesandcontrolledforgender,maritalstatus,education,availabilityofcapital,andpersonal/familyvariables.Asdiscussed,supra,theStudyconcludedthatAfricanAmericans,Hispanics,andNativeAmericansworkingintheconstructionindustryhavelowerratesofself‐employmentthansimilarlysituatedwhites.AsianAmericanshadhigherrates.The1997Studyalsoconcludedthatminorityandfemalebusinessownersintheconstructionindustry,withtheexceptionofAsianAmericanowners,havelowerearningsthan

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whitemaleowners.Thisconclusionwasreachedaftercontrollingforeducation,age,maritalstatus,anddisabilities.Id.at978.

Thecourtheldthatthedistrictcourt’sconclusionthatthebusinessformationstudiescouldnotbeusedtojustifytheordinancesconflictswithitsholdinginAdarandVII.“[T]heexistenceofevidenceindicatingthatthenumberof[MBEs]wouldbesignificantly(butunquantifiably)higherbutforsuchbarriersisneverthelessrelevanttotheassessmentofwhetheradisparityissufficientlysignificanttogiverisetoaninferenceofdiscriminatoryexclusion.”Id.at979,quotingAdarandVII,228F.3dat1174.

Insum,thecourtheldthedistrictcourterredwhenitrefusedtoconsiderorgivesufficientweighttothelendingdiscriminationstudy,thebusinessformationstudies,andthestudiesmeasuringmarketplacediscrimination.ThatevidencewaslegallyrelevanttotheCity’sburdenofdemonstratingastrongbasisinevidencetosupportitsconclusionthatremediallegislationwasnecessary.Id.at979‐80.

Variables. CWCchallengedDenver’sdisparitystudiesasunreliablebecausethedisparitiesshowninthestudiesmaybeattributabletofirmsizeandexperienceratherthandiscrimination.Denvercountered,however,thatafirm’ssizehaslittleeffectonitsqualificationsoritsabilitytoprovideconstructionservicesandthatMBE/WBEs,likeallconstructionfirms,canperformmostserviceseitherbyhiringadditionalemployeesorbyemployingsubcontractors.CWCrespondedthatelasticityitselfisrelativetosizeandexperience;MBE/WBEsarelesscapableofexpandingbecausetheyaresmallerandlessexperienced.Id.at980.

ThecourtconcludedthatevenifitassumedthatMBE/WBEsarelessabletoexpandbecauseoftheirsmallersizeandmorelimitedexperience,CWCdidnotrespondtoDenver’sargumentandtheevidenceitpresentedshowingthatexperienceandsizearenotrace‐andgender‐neutralvariablesandthatMBE/WBEconstructionfirmsaregenerallysmallerandlessexperiencedbecauseofindustrydiscrimination.Id.at981.Thelendingdiscriminationandbusinessformationstudies,accordingtothecourt,bothstronglysupportedDenver’sargumentthatMBE/WBEsaresmallerandlessexperiencedbecauseofmarketplaceandindustrydiscrimination.Inaddition,Denver’sexperttestifiedthatdiscriminationbybanksorbondingcompanieswouldreduceafirm’srevenueandthenumberofemployeesitcouldhire.Id.

DenveralsoargueditsStudiescontrolledforsizeandthe1995Studycontrolledforexperience.Itassertedthatthe1990StudymeasuredrevenuesperemployeeforconstructionforMBE/WBEsandconcludedthattheresultingdisparities,“suggest[]thatevenamongfirmsofthesameemploymentsize,industryutilizationofMBEsandWBEswaslowerthanthatofnon‐minoritymale‐ownedfirms.”Id.at982.Similarly,the1995Studycontrolledforsize,calculating,interalia,disparityindicesforfirmswithnopaidemployeeswhichpresumablyarethesamesize.

Basedontheuncontrovertedevidencepresentedattrial,thecourtconcludedthatthedistrictcourtdidnotgivesufficientweighttoDenver’sdisparitystudiesbecauseofitserroneousconclusionthatthestudiesfailedtoadequatelycontrolforsizeandexperience.ThecourtheldthatDenverispermittedtomakeassumptionsaboutcapacityandqualificationofMBE/WBEstoperformconstructionservicesifitcansupportthoseassumptions.ThecourtfoundtheassumptionsmadeinthiscasewereconsistentwiththeevidencepresentedattrialandsupportedtheCity’spositionthatafirm’ssizedoesnotaffectitsqualifications,willingness,orabilitytoperformconstructionservicesandthatthesmallersizeandlesserexperienceofMBE/WBEsare,themselves,theresultofindustrydiscrimination.Further,thecourtpointedout

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CWCdidnotconductitsowndisparitystudyusingmarketplacedataandthusdidnotdemonstratethatthedisparitiesshowninDenver’sstudieswoulddecreaseordisappearifthestudiescontrolledforsizeandexperiencetoCWC’ssatisfaction.Consequently,thecourtheldCWC’srebuttalevidencewasinsufficienttomeetitsburdenofdiscreditingDenver’sdisparitystudiesontheissueofsizeandexperience.Id.at982.

Specialization. ThedistrictcourtalsofaultedDenver’sdisparitystudiesbecausetheydidnotcontrolforfirmspecialization.Thecourtnotedthedistrictcourt’scriticismwouldbeappropriateonlyiftherewasevidencethatMBE/WBEsaremorelikelytospecializeincertainconstructionfields.Id.at982.

ThecourtfoundtherewasnoidentifiedevidenceshowingthatcertainconstructionspecializationsrequireskillslesslikelytobepossessedbyMBE/WBEs.ThecourtfoundrelevantthetestimonyoftheCity’sexpert,thatthedatahereviewedshowedthatMBEswererepresented“widelyacrossthedifferent[construction]specializations.”Id.at982‐83.TherewasnocontrarytestimonythataggregationbiascausedthedisparitiesshowninDenver’sstudies.Id.at983.

ThecourtheldthatCWCfailedtodemonstratethatthedisparitiesshowninDenver’sstudiesareeliminatedwhenthereiscontrolforfirmspecialization.Incontrast,oneoftheDenverstudies,whichcontrolledforSIC‐codesubspecialtyandstillshoweddisparities,providedsupportforDenver’sargumentthatfirmspecializationdoesnotexplainthedisparities.Id.at983.

Thecourtpointedoutthatdisparitystudiesmaymakeassumptionsaboutavailabilityaslongasthesameassumptionscanbemadeforallfirms.Id.at983.

UtilizationofMBE/WBEsonCityprojects. CWCarguedthatDenvercouldnotdemonstrateacompellinginterestbecauseitoverutilizedMBE/WBEsonCityconstructionprojects.Thisargument,accordingtothecourt,wasanextensionofCWC’sargumentthatDenvercouldjustifytheordinancesonlybypresentingevidenceofdiscriminationbytheCityitselforbycontractorswhileworkingonCityprojects.BecausethecourtconcludedthatDenvercouldsatisfyitsburdenbyshowingthatitisanindirectparticipantinindustrydiscrimination,CWC’sargumentrelatingtotheutilizationofMBE/WBEsonCityprojectsgoesonlytotheweightofDenver’sevidence.Id.at984.

Consistentwiththecourt’smandateinConcreteWorksII,attrialDenversoughttodemonstratethattheutilizationdatafromprojectssubjecttothegoalsprogramweretaintedbytheprogramand“reflect[ed]theintendedremedialeffectonMBEandWBEutilization.”Id.at984,quotingConcreteWorksII,36F.3dat1526.Denverarguedthatthenon‐goalsdatawerethebetterindicatorofpastdiscriminationinpubliccontractingthanthedataonallCityconstructionprojects.Id.at984‐85.ThecourtconcludedthatDenverpresentedampleevidencetosupporttheconclusionthattheevidenceshowingMBE/WBEutilizationonCityprojectsnotsubjecttotheordinancesorthegoalsprogramsisthebetterindicatorofdiscriminationinCitycontracting.Id.at985.

ThecourtrejectedCWC’sargumentthatthemarketplacedatawereirrelevantbutagreedthatthenon‐goalsdatawerealsorelevanttoDenver’sburden.ThecourtnotedthatDenverdidnotrelyheavilyonthenon‐goalsdataattrialbutfocusedprimarilyonthemarketplacestudiestosupportitsburden.Id.at985.

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Insum,thecourtheldDenverdemonstratedthattheutilizationofMBE/WBEsonCityprojectshadbeenaffectedbytheaffirmativeactionprogramsthathadbeeninplaceinoneformoranothersince1977.Thus,thenon‐goalsdatawerethebetterindicatorofdiscriminationinpubliccontracting.Thecourtconcludedthat,onbalance,thenon‐goalsdataprovidedsomesupportforDenver’spositionthatracialandgenderdiscriminationexistedinpubliccontractingbeforetheenactmentoftheordinances.Id.at987‐88.

Anecdotalevidence. Theanecdotalevidence,accordingtothecourt,includedseveralincidentsinvolvingprofoundlydisturbingbehavioronthepartoflenders,majority‐ownedfirms,andindividualemployees.Id.at989.Thecourtfoundthattheanecdotaltestimonyrevealedbehaviorthatwasnotmerelysophomoricorinsensitive,butwhichresultedinrealeconomicorphysicalharm.WhileCWCalsoarguedthatallneworsmallcontractorshavedifficultyobtainingcreditandthattreatmentthewitnessescharacterizedasdiscriminatoryisexperiencedbyallcontractors,Denver’switnessesspecificallytestifiedthattheybelievedtheincidentstheyexperiencedweremotivatedbyraceorgenderdiscrimination.Thecourtfoundtheysupportedthosebeliefswithtestimonythatmajority‐ownedfirmswerenotsubjecttothesamerequirementsimposedonthem.Id.

ThecourtheldtherewasnomerittoCWC’sargumentthatthewitnesses’accountsmustbeverifiedtoprovidesupportforDenver’sburden.Thecourtstatedthatanecdotalevidenceisnothingmorethanawitness’narrativeofanincidenttoldfromthewitness’perspectiveandincludingthewitness’perceptions.Id.

AfterconsideringDenver’sanecdotalevidence,thedistrictcourtfoundthattheevidence“showsthatrace,ethnicityandgenderaffecttheconstructionindustryandthosewhoworkinit”andthattheegregiousmistreatmentofminorityandwomenemployees“haddirectfinancialconsequences”onconstructionfirms.Id.at989,quotingConcreteWorksIII,86F.Supp.2dat1074,1073.Basedonthedistrictcourt’sfindingsregardingDenver’sanecdotalevidenceanditsreviewoftherecord,thecourtconcludedthattheanecdotalevidenceprovidedpersuasive,unrebuttedsupportforDenver’sinitialburden.Id.at989‐90,citingInt’lBhd.ofTeamstersv.UnitedStates,431U.S.324,339(1977)(concludingthatanecdotalevidencepresentedinapatternorpracticediscriminationcasewaspersuasivebecauseit“broughtthecold[statistics]convincinglytolife”).

Summary. ThecourtheldtherecordcontainedextensiveevidencesupportingDenver’spositionthatithadastrongbasisinevidenceforconcludingthatthe1990Ordinanceandthe1998OrdinancewerenecessarytoremediatediscriminationagainstbothMBEsandWBEs.Id.at990.TheinformationavailabletoDenveranduponwhichtheordinanceswerepredicated,accordingtothecourt,indicatedthatdiscriminationwaspersistentinthelocalconstructionindustryandthatDenverwas,atleast,anindirectparticipantinthatdiscrimination.

TorebutDenver’sevidence,thecourtstatedCWCwasrequiredto“establishthatDenver’sevidencedidnotconstitutestrongevidenceofsuchdiscrimination.”Id.at991,quotingConcreteWorksII,36F.3dat1523.CWCcouldnotmeetitsburdenofproofthroughconjectureandunsupportedcriticismsofDenver’sevidence.Rather,itmustpresent“credible,particularizedevidence.”Id.,quotingAdarandVII,228F.3dat1175.ThecourtheldthatCWCdidnotmeetitsburden.CWChypothesizedthatthedisparitiesshowninthestudiesonwhichDenverreliescouldbeexplainedbyanynumberoffactorsotherthanracialdiscrimination.However,thecourtfounditdidnotconductitsownmarketplacedisparitystudycontrollingforthedisputedvariablesandpresentednootherevidencefromwhichthecourtcouldconcludethatsuchvariablesexplainthedisparities.Id.at991‐92.

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Narrowtailoring.HavingconcludedthatDenverdemonstratedacompellinginterestintherace‐basedmeasuresandanimportantgovernmentalinterestinthegender‐basedmeasures,thecourthelditmustexaminewhethertheordinanceswerenarrowlytailoredtoservethecompellinginterestandaresubstantiallyrelatedtotheachievementoftheimportantgovernmentalinterest.Id.at992.

ThecourtstatedithadpreviouslyconcludedinitsearlierdecisionsthatDenver’sprogramwasnarrowlytailored.CWCappealedthegrantofsummaryjudgmentandthatappealculminatedinthedecisioninConcreteWorksII.Thecourtreversedthegrantofsummaryjudgmentonthecompelling‐interestissueandconcludedthatCWChadwaivedanychallengetothenarrowtailoringconclusionreachedbythedistrictcourt.BecausethecourtfoundConcreteWorksdidnotchallengethedistrictcourt’sconclusionwithrespecttothesecondprongofCroson’sstrictscrutinystandard—i.e.,thattheOrdinanceisnarrowlytailoredtoremedypastandpresentdiscrimination—thecourthelditneednotaddressthisissue.Id.at992,citingConcreteWorksII,36F.3dat1531,n.24.

Thecourtconcludedthatthedistrictcourtlackedauthoritytoaddressthenarrowtailoringissueonremandbecausenoneoftheexceptionstothelawofthecasedoctrineareapplicable.Thedistrictcourt’searlierdeterminationthatDenver’saffirmative‐actionmeasureswerenarrowlytailoredislawofthecaseandbindingontheparties.

5. In re City of Memphis, 293 F.3d 345 (6th Cir. 2002) 

Thiscaseisinstructivetothedisparitystudybasedonitsholdingthatalocalorstategovernmentmaybeprohibitedfromutilizingpost‐enactmentevidenceinsupportofaMBE/WBE‐typeprogram.293F.3dat350‐351.TheUnitedStatesCourtofAppealsfortheSixthCircuitheldthatpre‐enactmentevidencewasrequiredtojustifytheCityofMemphis’MBE/WBEProgram.Id.TheSixthCircuitheldthatagovernmentmusthavehadsufficientevidentiaryjustificationforaraciallyconsciousstatuteinadvanceofitspassage.

ThedistrictcourthadruledthattheCitycouldnotintroduceapost‐enactmentstudyasevidenceofacompellinginteresttojustifyitsMBE/WBEProgram.Id.at350‐351.TheSixthCircuitdeniedtheCity’sapplicationforaninterlocutoryappealonthedistrictcourt’sorderandrefusedtogranttheCity’srequesttoappealthisissue.Id.at350‐351.

TheCityarguedthatasubstantialgroundfordifferenceofopinionexistedinthefederalcourtsofappeal.293F.3dat350.Thecourtstatedsomecircuitspermitpost‐enactmentevidencetosupplmentpre‐enactmentevidence.Id.Thisissue,accordingtotheCourt,appearstohavebeenresolvedintheSixthCircuit.Id.TheCourtnotedtheSixthCircuitdecisioninAGCv.Drabik,214F.3d730(6thCir.2000),whichheldthatunderCrosonaStatemusthavesufficientevidentiaryjustificationforaracially‐consciousstatuteinadvanceofitsenactment,andthatgovernmentalentitiesmustidentifythatdiscriminationwithsomespecificitybeforetheymayuserace‐consciousrelief.Memphis,293F.3dat350‐351,citingDrabik,214F.3dat738.

TheCourtinMemphissaidthatalthoughDrabikdidnotdirectlyaddresstheadmissibilityofpost‐enactmentevidence,itheldagovernmentalentitymusthavepre‐enactmentevidencesufficienttojustifyaracially‐consciousstatute.293R.3dat351.ThecourtconcludedDrabikindicatestheSixthCircuitwouldnotfavorusingpost‐enactmentevidencetomakethatshowing.Id.at351.UnderDrabik,theCourtinMemphisheldtheCitymustpresentpre‐enactmentevidencetoshowacompellingstateinterest.Id.at351.

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6. Builders Ass’n of Greater Chicago v. County of Cook, Chicago, 256 F.3d 642 (7th Cir. 2001) 

ThiscaseisinstructivetothedisparitystudybecauseofitsanalysisoftheCookCountyMBE/WBEprogramandtheevidenceusedtosupportthatprogram.Thedecisionemphasizestheneedforanyrace‐consciousprogramtobebaseduponcredibleevidenceofdiscriminationbythelocalgovernmentagainstMBE/WBEsandtobenarrowlytailoredtoremedyonlythatidentifieddiscrimination.

InBuildersAss’nofGreaterChicagov.CountyofCook,Chicago,256F.3d642(7thCir.2001)theUnitedStatesCourtofAppealsfortheSeventhCircuitheldtheCookCounty,ChicagoMBE/WBEProgramwasunconstitutional.Thecourtconcludedtherewasinsufficientevidenceofacompellinginterest.ThecourtheldtherewasnocredibleevidencethatCookCountyintheawardofconstructioncontactsdiscriminatedagainstanyofthegroups“favored”bytheProgram.ThecourtalsofoundthattheProgramwasnot“narrowlytailored”toremedythewrongsoughttoberedressed,inpartbecauseitwasover‐inclusiveinthedefinitionofminorities.ThecourtnotedthelistofminoritiesincludedgroupsthathavenotbeensubjecttodiscriminationbyCookCounty.

Thecourtconsideredasanunresolvedissuewhetheradifferent,andspecificallyamorepermissive,standardthanstrictscrutinyisapplicabletopreferentialtreatmentonthebasisofsex,ratherthanraceorethnicity.256F.3dat644.ThecourtnotedthattheUnitedStatesSupremeCourtinUnitedStatesv.Virginia(“VMI”),518U.S.515,532andn.6(1996),heldracialdiscriminationtoastricterstandardthansexdiscrimination,althoughthecourtinCookCountystatedthedifferencebetweentheapplicablestandardshasbecome“vanishinglysmall.”Id.ThecourtpointedoutthattheSupremeCourtsaidintheVMIcase,that“partieswhoseektodefendgender‐basedgovernmentactionmustdemonstratean‘exceedinglypersuasive’justificationforthataction…”and,realistically,thelawcanasknomoreofrace‐basedremedieseither.”256F.3dat644,quotinginpartVMI,518U.S.at533.ThecourtindicatedthattheEleventhCircuitCourtofAppealsintheEngineeringContractAssociationofSouthFlorida,Inc.v.MetropolitanDadeCounty,122F.3d895,910(11thCir.1997)decisioncreatedthe“paradoxthatapublicagencycanprovidestrongerremediesforsexdiscriminationthanforracediscrimination;itisdifficulttoseewhatsensethatmakes.”256F.3dat644.But,sinceCookCountydidnotargueforadifferentstandardfortheminorityandwomen’s“setasideprograms,”thewomen’sprogramthecourtdeterminedmustclearthesame“hurdles”astheminorityprogram.”256F.3dat644‐645.

Thecourtfoundthatsincetheordinancerequiresprimecontractorsonpublicprojectstoreserveasubstantialportionofthesubcontractsforminoritycontractors,whichisinapplicabletoprivateprojects,itis“tobeexpectedthattherewouldbemoresolicitingofthesecontractorsonpublicthanonprivateprojects.”Id.Therefore,thecourtdidnotfindpersuasivethattherewasdiscriminationbasedonthisdifferencealone.256F.3dat645.ThecourtpointedouttheCounty“concededthat[it]hadnospecificevidenceofpre‐enactmentdiscriminationtosupporttheordinance.”256F.3dat645quotingthedistrictcourtdecision,123F.Supp.2dat1093.Thecourtheldthata“publicagencymusthaveastrongevidentiarybasisforthinkingadiscriminatoryremedyappropriatebeforeitadoptstheremedy.”256F.3dat645(emphasisinoriginal).

Thecourtstatedthatminorityenterprisesintheconstructionindustry“tendtobesubcontractors,moreover,becauseasthedistrictcourtfoundnotclearlyerroneously,123F.Supp.2dat1115,theytendtobenewandthereforesmallandrelativelyuntested—factors

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notshowntobeattributabletodiscriminationbytheCounty.”256F.3dat645.ThecourtheldthattherewasnobasisforattributingtotheCountyanydiscriminationthatprimecontractorsmayhaveengagedin.Id.Thecourtnotedthat“[i]fprimecontractorsonCountyprojectswerediscriminatingagainstminoritiesandthiswasknowntotheCounty,whosefundingofthecontractsthusknowinglyperpetuatedthediscrimination,theCountymightbedeemedsufficientlycomplicit…tobeentitledtotakeremedialaction.”Id.But,thecourtfound“ofthatthereisnoevidenceeither.”Id.

ThecourtstatedthatiftheCountyhadbeencomplicitindiscriminationbyprimecontractors,itfound“puzzling”totrytoremedythatdiscriminationbyrequiringdiscriminationinfavorofminoritystockholders,asdistinctfromemployees.256F.3dat646.ThecourtheldthateveniftherecordmadeacaseforremedialactionofthegeneralsortfoundintheMWBEordinancebytheCounty,itwould“flunktheconstitutionaltest”bynotbeingcarefullydesignedtoachievetheostensibleremedialaimandnomore.256F.3dat646.ThecourtheldthatastateandlocalgovernmentthathasdiscriminatedjustagainstblacksmaynotbywayofremedydiscriminateinfavorofblacksandAsianAmericansandwomen.Id.Nor,thecourtstated,mayitdiscriminatemorethanisnecessarytocuretheeffectsoftheearlierdiscrimination.Id.“Normayitcontinuetheremedyinforceindefinitely,withnoefforttodeterminewhether,theremedialpurposeattained,continuedenforcementoftheremedywouldbeagratuitousdiscriminationagainstnonminoritypersons.”Id.Thecourt,therefore,heldthattheordinancewasnot“narrowlytailored”tothewrongthatitseekstocorrect.Id.

ThecourtthusfoundthattheCountybothfailedtoestablishthepremiseforaracialremedy,andalsothattheremedygoesfurtherthanisnecessarytoeliminatetheevilagainstwhichitisdirected.256F.3dat647.Thecourtheldthatthelistof“favoredminorities”includedgroupsthathaveneverbeensubjecttosignificantdiscriminationbyCookCounty.Id.Thecourtfounditunreasonableto“presume”discriminationagainstcertaingroupsmerelyonthebasisofhavinganancestorwhohadbeenborninaparticularcountry.Id.Therefore,thecourtheldtheordinancewasoverinclusive.

ThecourtfoundthattheCountydidnotmakeanyefforttoshowthat,wereitnotforahistoryofdiscrimination,minoritieswouldhave30percent,andwomen10percent,ofCountyconstructioncontracts.256F.3dat647.ThecourtalsorejectedthepropositionadvancedbytheCountyinthiscase—”thatacomparisonofthefractionofminoritysubcontractorsonpublicandprivateprojectsestablisheddiscriminationagainstminoritiesbyprimecontractorsonthelattertypeofproject.”256F.3dat647‐648.

7. Associated Gen. Contractors v. Drabik, 214 F.3d 730 (6th Cir. 2000), affirming Case No. C2‐98‐943, 998 WL 812241 (S.D. Ohio 1998) 

ThiscaseisinstructivetothedisparitystudybasedontheanalysisappliedinfindingtheevidenceinsufficienttojustifyanMBE/WBEprogram,andtheapplicationofthenarrowlytailoredtest.TheSixthCircuitCourtofAppealsenjoinedtheenforcementofthestateMBEprogram,andinsodoingreversedstatecourtprecedentfindingtheprogramconstitutional.Thiscaseaffirmedadistrictcourtdecisionenjoiningtheawardofa“set‐aside”contractbasedontheStateofOhio’sMBEprogramwiththeawardofconstructioncontracts.

Thecourtheld,amongotherthings,thatthemereexistenceofsocietaldiscriminationwasinsufficienttosupportaracialclassification.Thecourtfoundthattheeconomicdatawereinsufficientandtoooutdated.ThecourtconcludedtheStatecouldnotestablishacompellinggovernmentalinterestandthatthestatutewasnotnarrowlytailored.Thecourtsaidthestatute

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failedthenarrowtailoringtest,includingbecausetherewasnoevidencethattheStatehadconsideredrace‐neutralremedies.

ThiscaseinvolvesasuitbytheAssociatedGeneralContractorsofOhioandAssociatedGeneralContractorsofNorthwestOhio,representingOhiobuildingcontractorstostoptheawardofaconstructioncontractfortheToledoCorrectionalFacilitytoaminority‐ownedbusiness(“MBE”),inabiddingprocessfromwhichnon‐minority‐ownedfirmswerestatutorilyexcludedfromparticipatingunderOhio’sstateMinorityBusinessEnterpriseAct.214F.3dat733.

AGCofOhioandAGCofNorthwestOhio(Plaintiffs‐Appellees)claimedtheOhioMinorityBusinessEnterpriseAct(“MBEA”)wasunconstitutionalinviolationoftheEqualProtectionClauseoftheFourteenthAmendment.Thedistrictcourtagreed,andpermanentlyenjoinedthestatefromawardinganyconstructioncontractsundertheMBEA.Drabik,DirectoroftheOhioDepartmentofAdministrativeServicesandothersappealedthedistrictcourt’sOrder.Id.at733.TheSixthCircuitCourtofAppealsaffirmedtheOrderofthedistrictcourt,holdingunconstitutionaltheMBEAandenjoiningthestatefromawardinganyconstructioncontractsunderthatstatute.Id.

OhiopassedtheMBEAin1980.Id.at733.Thislegislation“setaside”5%,byvalue,ofallstateconstructionprojectsforbiddingbycertifiedMBEsexclusively.Id.PursuanttotheMBEA,thestatedecidedtosetaside,forMBEsonly,biddingforconstructionoftheToledoCorrectionalFacility’sAdministrationBuilding.Non‐MBEswereexcludedonracialgroundsfrombiddingonthataspectoftheprojectandrestrictedintheirparticipationassubcontractors.Id.

TheCourtnoteditruledin1983thattheMBEAwasconstitutional,seeOhioContractorsAss’nv.Keip,713F.2d167(6thCir.1983).Id.Subsequently,theUnitedStatesSupremeCourtintwolandmarkdecisionsappliedthecriteriaofstrictscrutinyunderwhichsuch“raciallypreferentialset‐asides”weretobeevaluated.Id.(seeCityofRichmondv.J.A.CrosonCo.(1989)andAdarandConstructors,Inc.v.Pena(1995),citationomitted.)TheCourtnotedthatthedecisioninKeipwasamorerelaxedtreatmentaccordedtoequalprotectionchallengestostatecontractingdisputespriortoCroson.Id.at733‐734.

Strictscrutiny.TheCourtfounditisclearagovernmenthasacompellinginterestinassuringthatpublicdollarsdonotservetofinancetheevilofprivateprejudice.Id.at734‐735,citingCroson,488U.S.at492.But,theCourtstated“statisticaldisparityintheproportionofcontractsawardedtoaparticulargroup,standingalonedoesnotdemonstratesuchanevil.”Id.at735.

TheCourtsaidthereisnoquestionthatremedyingtheeffectsofpastdiscriminationconstitutesacompellinggovernmentalinterest.Id.at735.TheCourtstatedtomakethisshowing,astatecannotrelyonmerespeculation,orlegislativepronouncements,ofpastdiscrimination,butrather,theSupremeCourthasheldthestatebearstheburdenofdemonstratingastrongbasisinevidenceforitsconclusionthatremedialactionwasnecessarybyprovingeitherthatthestateitselfdiscriminatedinthepastorwasapassiveparticipantinprivateindustry’sdiscriminatorypractices.Id.at735,quotingCroson,488U.S.at486‐92.

Thus,theCourtconcludedthatthelinchpinoftheCrosonanalysisisitsmandatingofstrictscrutiny,therequirementthataprogrambenarrowlytailoredtoachieveacompellinggovernmentinterest,butaboveallitsholdingthatgovernmentsmustidentifydiscriminationwithsomespecificitybeforetheymayuserace‐consciousrelief;explicitfindingsofaconstitutionalorstatutoryviolationmustbemade.Id.at735,quotingCroson,488U.S.at497.

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Statisticalevidence:compellinginterest.TheCourtpointedoutthatproponentsof“raciallydiscriminatorysystems”suchastheMBEAhavesoughttogeneratethenecessaryevidencebyavarietyofmeans,however,sucheffortshavegenerallyfocusedon“mereunderrepresentation”byshowingalesserpercentageofcontractsawardedtoaparticulargroupthanthatgroup’spercentageinthegeneralpopulation.Id.at735.“Rawstatisticaldisparity”ofthissortispartoftheevidenceofferedbyOhiointhiscase,accordingtotheCourt.Id.at736.TheCourtstatedhowever,“suchevidenceofmerestatisticaldisparitieshasbeenfirmlyrejectedasinsufficientbytheSupremeCourt,particularlyinacontextsuchascontracting,wherespecialqualificationsaresorelevant.”Id.

TheCourtsaidthatalthoughOhio’smost“compelling”statisticalevidenceinthiscasecomparedthepercentageofcontractsawardedtominoritiestothepercentageofminority‐ownedbusinessesinOhio,whichtheCourtnotedprovidedstrongerstatisticsthanthestatisticsinCroson,itwasstillinsufficient.Id.at736.TheCourtfoundtheproblemwithOhio’sstatisticalcomparisonwasthatthepercentageofminority‐ownedbusinessesinOhio“didnottakeintoaccounthowmanyofthosebusinesseswereconstructioncompaniesofanysort,letalonehowmanywerequalified,willing,andabletoperformstateconstructioncontracts.”Id.

TheCourtheldthestatisticalevidencethattheOhiolegislaturehadbeforeitwhentheMBEAwasenactedconsistedofdatathatwasdeficient.Id.at736.TheCourtsaidthatmuchofthedatawasseverelylimitedinscope(ODOTcontracts)orwasirrelevanttothiscase(ODOTpurchasingcontracts).Id.TheCourtagainnotedthedatadidnotdistinguishminorityconstructioncontractorsfromminoritybusinessesgenerally,andtherefore“madenoattempttoidentifyminorityconstructioncontractingfirmsthatareready,willing,andabletoperformstateconstructioncontractsofanyparticularsize.”Id.TheCourtalsopointedouttheprogramwasnotnarrowlytailored,becausethestateconcededtheAGCshowedthattheStatehadnotperformedarecentstudy.Id.

TheCourtalsoconcludedthatevenstatisticalcomparisonsthatmightbeapparentlymorepertinent,suchaswiththepercentageofallfirmsqualified,insomeminimalsense,toperformtheworkinquestion,wouldalsofailtosatisfytheCourt’scriteria.Id.at736.“IfMBEscomprise10%ofthetotalnumberofcontractingfirmsinthestate,butonlyget3%ofthedollarvalueofcertaincontracts,thatdoesnotaloneshowdiscrimination,orevendisparity.Itdoesnotaccountfortherelativesizeofthefirms,eitherintermsoftheirabilitytodoparticularworkorintermsofthenumberoftaskstheyhavetheresourcestocomplete.”Id.at736.

TheCourtstatedtheonlycasesfoundtopresentthenecessary“compellinginterest”sufficienttojustifyanarrowlytailoredrace‐basedremedy,arethosethatexpose“pervasive,systematic,andobstinatediscriminatoryconduct.…”Id.at737,quotingAdarand,515U.S.at237.TheCourtsaidthatOhiohadmadenosuchshowinginthiscase.

Narrowtailoring.AsecondandseparatehurdlefortheMBEA,theCourtheld,isitsfailureofnarrowtailoring.TheCourtnotedtheSupremeCourtinAdarandtaughtthatacourtcalledupontoaddressthequestionofnarrowtailoringmustask,“forexample,whethertherewas‘anyconsiderationoftheuseofrace‐neutralmeanstoincreaseminoritybusinessparticipation’ingovernmentcontracting….”Id.at737,quotingCroson,488U.S.at507.TheCourtstatedanarrowly‐tailoredset‐asideprogrammustbeappropriatelylimitedsuchthatitwillnotlastlongerthanthediscriminatoryeffectsitisdesignedtoeliminateandmustbelinkedtoidentifieddiscrimination.Id.at737.TheCourtsaidthattheprogrammustalsonotsufferfrom“overinclusiveness.”Id.at737,quotingCroson,515U.S.at506.

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TheCourtfoundtheMBEAsufferedfromdefectsbothofoverandunder‐inclusiveness.Id.at737.BylumpingtogetherthegroupsofBlacks,NativeAmericans,HispanicsandOrientals,theMBEAmaywellprovidepreferencewhere·therehasbeennodiscrimination,andmaynotproviderelieftogroupswherediscriminationmighthavebeenproven.Id.at737.Thus,theCourtsaid,theMBEAwassatisfiedifcontractorsofThaiorigin,whomightneverhavebeenseeninOhiountilrecently,receive10%ofstatecontracts,whileAfrican‐Americansreceivenone.Id.

Inaddition,theCourtfoundthatOhio’sownunderutilizationstatisticssufferfromafatalconceptualflaw:theydonotreporttheactualuseofminorityfirms;theyonlyreporttheuseofminorityfirmswhohavegonetothetroubleofbeingcertifiedandlistedamongthestate’s1,180MBEs.Id.at737.TheCourtsaidtherewasnoexaminationofwhethercontractsarebeingawardedtominorityfirmswhohaveneversoughtsuchpreferencetotakeadvantageofthespecialminorityprogram,forwhateverreason,andwhohavebeenawardedcontractsinopenbidding.Id.

TheCourtpointedoutthedistrictcourttooknoteoftheoutdatedcharacterofanyevidencethatmighthavebeenmarshaledinsupportoftheMBEA,andaddedthatevenifsuchdatahadbeensufficienttojustifythestatutetwentyyearsago,itwouldnotsufficetocontinuetojustifyitforever.Id.at737‐738.TheMBEA,theCourtnoted,hasremainedineffectfortwentyyearsandhasnosetexpiration.Id.at738.TheCourtreiteratedarace‐basedpreferenceprogrammustbeappropriatelylimitedsuchthatitwillnotlastlongerthanthediscriminatoryeffectsitisdesignedtoeliminate.Id.at737.

Finally,theCourtmentionedthatoneofthefactorsCrosonidentifiedasindicativeofnarrowtailoringiswhethernon‐race‐basedmeanswereconsideredasalternativestothegoal.Id.at738.TheCourtconcludedthehistoricalrecordcontainednoevidencethattheOhiolegislaturegaveanyconsiderationtothe·useofrace‐neutralmeanstoincreaseminorityparticipationinstatecontractingbeforeresortingtorace‐basedquotas.Id.at738.

Thedistrictcourthadfoundthatthesupplementationofthestate’sexistingdatawhichmightbeofferedgivenacontinuanceofthecasewouldnotsufficientlyenhancetherelevanceoftheevidencetojustifydelayinthedistrictcourt’shearing.Id.at738.TheCourtstatedthatunderCroson,thestatemusthavehadsufficientevidentiaryjustificationforaracially‐consciousstatuteinadvanceofitspassage.Id.TheCourtsaidthatCrosonrequiredgovernmentalentitiesmustidentifythatdiscriminationwithsomespecificitybeforetheymayuserace‐consciousrelief.Id.at738.

TheCourtalsoreferencedthedistrictcourtfindingthatthestatehadbeenlaxinmaintainingthetypeofstatisticsthatwouldbenecessarytoundergirditsaffirmativeactionprogram,andthatthepropermaintenanceofcurrentstatisticsisrelevanttotherequisitenarrowtailoringofsuchaprogram.Id.at738‐739.But,theCourtnotedthestatedoesnotknowhowmanyminority‐ownedbusinessesarenotcertifiedasMBEs,andhowmanyofthemhavebeensuccessfulinobtainingstatecontracts.Id.at739.

ThecourtwasmindfulofthefactitwasstrikingdownanentireclassofprogramsbydeclaringtheStateofOhioMBEstatuteinquestionunconstitutional,andnotedthatitsdecisionwas“notreconcilable”withtheOhioSupremeCourt’sdecisioninRitchieProduce,707N.E.2d871(Ohio1999)(upholdingtheOhioStateMBEProgram).

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8. W.H. Scott Constr. Co. v. City of Jackson, Mississippi, 199 F.3d 206 (5th Cir. 1999) 

Anon‐minoritygeneralcontractorbroughtthisactionagainsttheCityofJacksonandCityofficialsassertingthataCitypolicyanditsminoritybusinessenterpriseprogramforparticipationandconstructioncontractsviolatedtheEqualProtectionClauseoftheU.S.Constitution.

City of Jackson MBE Program.In1985theCityofJacksonadoptedaMBEProgram,whichinitiallyhadagoalof5%ofallcitycontracts.199F.3dat208.Id.The5%goalwasnotbasedonanyobjectivedata.Id.at209.Instead,itwasa“guess”thatwasadoptedbytheCity.Id.Thegoalwaslaterincreasedto15%becauseitwasfoundthat10%ofbusinessesinMississippiwereminority‐owned.Id.

AftertheMBEProgram’sadoption,theCity’sDepartmentofPublicWorksincludedaSpecialNoticetobiddersaspartofitsspecificationsforallCityconstructionprojects.Id.TheSpecialNoticeencouragedprimeconstructioncontractorstoincludeintheirbid15%participationbysubcontractorscertifiedasDisadvantagedBusinessEnterprises(DBEs)and5%participationbythosecertifiedasWBEs.Id.

TheSpecialNoticedefinedaDBEasasmallbusinessconcernthatisownedandcontrolledbysociallyandeconomicallydisadvantagedindividuals,whichhadthesamemeaningasunderSection8(d)oftheSmallBusinessActandsubcontractingregulationspromulgatedpursuanttothatAct.Id.ThecourtfoundthatSection8(d)oftheSBAstatesthatprimecontractorsaretopresumethatsociallyandeconomicallydisadvantagedindividualsincludecertainracialandethnicgroupsoranyotherindividualfoundtobedisadvantagedbytheSBA.Id.

In1991,theMississippilegislaturepassedabillthatwouldallowcitiestosetaside20%ofprocurementforminoritybusiness.Id.at209‐210.TheCityofJacksonCityCouncilvotedtoimplementtheset‐aside,contingentontheCity’sadoptionofadisparitystudy.Id.at210.TheCityconductedadisparitystudyin1994andconcludedthatthetotalunderutilizationofAfrican‐AmericanandAsian‐American‐ownedfirmswasstatisticallysignificant.Id.ThestudyrecommendedthattheCityimplementarangeofMBEgoalsfrom10‐15%.Id.TheCity,however,wasnotsatisfiedwiththestudy,accordingtothecourt,andchosenottoadoptitsconclusions.Id.Instead,theCityretainedits15%MBEgoalanddidnotadoptthedisparitystudy.Id.

W.H. Scott did not meet DBE goal.In1997theCityadvertisedfortheconstructionofaprojectandtheW.H.ScottConstructionCompany,Inc.(Scott)wasthelowestbidder.Id.Scottobtained11.5%WBEparticipation,butitreportedthatthebidsfromDBEsubcontractorshadnotbeenlowbidsand,therefore,itsDBE‐participationpercentagewouldbeonly1%.Id.

AlthoughScottdidnotachievetheDBEgoalandsubsequentlywouldnotconsidersuggestionsforincreasingitsminorityparticipation,theDepartmentofPublicWorksandtheMayor,aswellastheCity’sFinancialLegalDepartments,approvedScott’sbidanditwasplacedontheagendatobeapprovedbytheCityCouncil.Id.TheCityCouncilvotedagainsttheScottbidwithoutcomment.ScottallegedthatitwastoldtheCityrejecteditsbidbecauseitdidnotachievetheDBEgoal,buttheCityallegedthatitwasrejectedbecauseitexceededthebudgetfortheproject.Id.

TheCitysubsequentlycombinedtheprojectwithanotherrenovationprojectandawardedthatcombinedprojecttoadifferentconstructioncompany.Id.at210‐211.Scottmaintainedtherejectionofhisbidwasraciallymotivatedandfiledthissuit.Id.at211.

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District court decision.ThedistrictcourtgrantedScott’smotionforsummaryjudgmentagreeingwithScottthattherelevantPolicyincludednotjusttheSpecialNotice,butthatitalsoincludedtheMBEProgramandPolicydocumentregardingMBEparticipation.Id.at211.ThedistrictcourtfoundthattheMBEPolicywasunconstitutionalbecauseitlackedrequisitefindingstojustifythe15%minority‐participationgoalandsurvivestrictscrutinybasedonthe1989decisionintheCityofRichmond,v.J.A.CrosonCo.Id.Thedistrictcourtstruckdownminority‐participationgoalsfortheCity’sconstructioncontractsonly.Id.at211.ThedistrictcourtfoundthatScott’sbidwasrejectedbecauseScottlackedsufficientminorityparticipation,notbecauseitexceededtheCity’sbudget.Id.Inaddition,thedistrictcourtawardedScottlostprofits.Id.

Standing.TheFifthCircuitdeterminedthatinequalprotectioncaseschallengingaffirmativeactionpolicies,“injuryinfact”forpurposesofestablishingstandingisdefinedastheinabilitytocompeteonanequalfootinginthebiddingprocess.Id.at213.ThecourtstatedthatScottneednotprovethatitlostcontractsbecauseofthePolicy,butonlyprovethattheSpecialNoticeforcesittocompeteonanunequalbasis.Id.Thequestion,therefore,thecourtsaidiswhethertheSpecialNoticeimposesanobligationthatisbornunequallybyDBEcontractorsandnon‐DBEcontractors.Id.at213.

Thecourtfoundthatifanon‐DBEcontractorisunabletoprocure15%DBEparticipation,itmuststillsatisfytheCitythatadequategoodfaitheffortshavebeenmadetomeetthecontractgoalorriskterminationofitscontracts,andthatsucheffortsincludeengaginginadvertising,directsolicitationandfollow‐up,assistanceinattainingbondingorinsurancerequiredbythecontractor.Id.at214.ThecourtconcludedthatalthoughthelanguagedoesnotexpresslyauthorizeaDBEcontractortosatisfyDBE‐participationgoalsbykeepingtherequisitepercentageofworkforitself,itwouldbenonsensicaltointerpretitasprecludingaDBEcontractorfromdoingso.Id.at215.

IfaDBEcontractorperformed15%ofthecontractdollaramount,accordingtothecourt,itcouldsatisfytheparticipationgoalandavoidbothalossofprofitstosubcontractorsandthetimeandexpenseofcomplyingwiththegoodfaithrequirements.Id.at215.Thecourtsaidthatnon‐DBEcontractorsdonothavethisoption,andthus,Scottandothernon‐DBEcontractorsareatacompetitivedisadvantagewithDBEcontractors.Id.

Thecourt,therefore,foundScotthadsatisfiedstandingtobringthelawsuit.

Constitutional strict scrutiny analysis and guidance in determining types of evidence to justify a remedial MBE program.ThecourtfirstrejectedtheCity’scontentionthattheSpecialNoticeshouldnotbesubjecttostrictscrutinybecauseitestablishesgoalsratherthanmandatequotasforDBEparticipation.Id.at215‐217.Thecourtstatedthedistinctionbetweengoalsorquotasisimmaterialbecausethesetechniquesinduceanemployertohirewithaneyetowardmeetinganumericaltarget,andassuch,theywillresultinindividualsbeinggrantedapreferencebecauseoftheirrace.Id.at215.ThecourtalsorejectedtheCity’sargumentthattheDBEclassificationcreatedapreferencebasedon“disadvantage,”notrace.Id.at215‐216.ThecourtfoundthattheSpecialNoticereliedonSection8(d)andSection8(a)oftheSmallBusinessAct,whichprovideexplicitlyforarace‐basedpresumptionofsocialdisadvantage,andthusrequiresstrictscrutiny.Id.at216‐217.

ThecourtdiscussedtheCityofRichmondv.CrosoncaseasprovidingguidanceindeterminingwhattypesofevidencewouldjustifytheenactmentofanMBE‐typeprogram.Id.at217‐218.ThecourtnotedtheSupremeCourtstressedthatagovernmentalentitymustestablishafactualpredicate,tyingitsset‐asidepercentagetoidentifiedinjuriesintheparticularlocalindustry.Id.

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at217.ThecourtpointedoutgiventheSupremeCourtinCroson’semphasisonstatisticalevidence,othercourtsconsideringequalprotectionchallengestominority‐participationprogramshavelookedtodisparityindices,ortocomputationsofdisparitypercentages,indeterminingwhetherCroson’sevidentiaryburdenissatisfied.Id.at218.Thecourtfoundthatdisparitystudiesareprobativeevidencefordiscriminationbecausetheyensurethatthe“relevantstatisticalpool,”ofqualifiedminoritycontractorsisbeingconsidered.Id.at218.

ThecourtinafootnotestatedthatitdidnotattempttocraftaprecisemathematicalformulatoassessthequantumofevidencethatrisestotheCroson“strongbasisinevidence”benchmark.Id.at218,n.11.Thesufficiencyofamunicipality’sfindingsofdiscriminationinalocalindustrymustbeevaluatedonacase‐by‐casebasis.Id.

TheCityarguedthatitwaserrorforthedistrictcourttoignoreitsstatisticalevidencesupportingtheuseofracialpresumptionsinitsDBE‐participationgoals,andhighlightedthedisparitystudyitcommissionedinresponsetoCroson.Id.at218.Thecourtstated,however,thatwhateverprobitythestudy’sfindingsmighthavehadontheanalysisisirrelevanttothecase,becausetheCityrefusedtoadoptthestudywhenitwasissuedin1995.Id.Inaddition,thecourtsaidthestudywasrestrictedtothelettingofprimecontractsbytheCityundertheCity’sProgram,anddidnotincludeananalysisoftheavailabilityandutilizationofqualifiedminoritysubcontractors,therelevantstatisticalpool,intheCity’sconstructionprojects.Id.at218.

ThecourtnotedthathadtheCityadoptedparticularizedfindingsofdiscriminationwithinitsvariousagencies,andsetparticipationgoalsforeachaccordingly,theoutcomeofthedecisionmighthavebeendifferent.Id.at219.AbsentsuchevidenceintheCity’sconstructionindustry,however,thecourtconcludedtheCitylackedthefactualpredicatesrequiredundertheEqualProtectionClausetosupporttheCity’s15%DBE‐participationgoal.Id.Thus,thecourtheldtheCityfailedtoestablishacompellinginterestjustifyingtheMBEprogramortheSpecialNotice,andbecausetheCityfailedastrictscrutinyanalysisonthisground,thecourtdeclinedtoaddresswhethertheprogramwasnarrowlytailored.

Lost profits and damages.ScottsoughtdamagesfromtheCityunder42U.S.C.§1983,includinglostprofits.Id.at219.Thecourt,affirmingthedistrictcourt,concludedthatinlightoftheentirerecordtheCityCouncilrejectedScott’slowbidbecauseScottfailedtomeettheSpecialNotice’sDBE‐participationgoal,notbecauseScott’sbidexceededtheCity’sbudget.Id.at220.Thecourt,therefore,affirmedtheawardoflostprofitstoScott.

9. Monterey Mechanical v. Wilson, 125 F.3d 702 (9th Cir. 1997) 

ThiscaseisinstructiveinthattheNinthCircuitanalyzedandheldinvalidtheenforcementofaMBE/WBE‐typeprogram.Althoughtheprogramatissueutilizedtheterm“goals”asopposedto“quotas,”theNinthCircuitrejectedsuchadistinction,holding“[t]herelevantquestionisnotwhetherastatuterequirestheuseofsuchmeasures,butwhetheritauthorizesorencouragesthem.”Thecasealsoisinstructivebecauseitfoundtheuseof“goals”andtheapplicationof“goodfaithefforts”inconnectionwithachievinggoalstotriggerstrictscrutiny.

MontereyMechanicalCo.(the“plaintiff”)submittedthelowbidforaconstructionprojectfortheCaliforniaPolytechnicStateUniversity(the“University”).125F.3d702,704(9thCir.1994).TheUniversityrejectedtheplaintiff’sbidbecausetheplaintifffailedtocomplywithastatestatuterequiringprimecontractorsonsuchconstructionprojectstosubcontract23percentoftheworktoMBE/WBEsor,alternatively,demonstrategoodfaithoutreachefforts.Id.Theplaintiffconductedgoodfaithoutreacheffortsbutfailedtoprovidetherequisitedocumentation;the

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awardeeprimecontractordidnotsubcontractanyportionoftheworktoMBE/WBEsbutdidincludedocumentationofgoodfaithoutreachefforts.Id.

Importantly,theUniversitydidnotconductadisparitystudy,andinsteadarguedthatbecause“the‘goalrequirements’ofthescheme‘[did]notinvolveracialorgenderquotas,set‐asidesorpreferences,’”theUniversitydidnotneedadisparitystudy.Id.at705.TheplaintiffprotestedthecontractawardandsuedtheUniversity’strustees,andanumberofotherindividuals(collectivelythe“defendants”)allegingthestatelawwasviolativeoftheEqualProtectionClause.Id.Thedistrictcourtdeniedtheplaintiff’smotionforaninterlocutoryinjunctionandtheplaintiffappealedtotheNinthCircuitCourtofAppeals.Id.

Thedefendantsfirstarguedthatthestatutewasconstitutionalbecauseittreatedallgeneralcontractorsalike,byrequiringalltocomplywiththeMBE/WBEparticipationgoals.Id.at708.Thecourtheld,however,thataminorityorwomenbusinessenterprisecouldsatisfytheparticipationgoalsbyallocatingtherequisitepercentageofworktoitself.Id.at709.Thecourtheldthatcontrarytothedistrictcourt’sfinding,suchadifferencewasnotdeminimis.Id.

Thedefendant’salsoarguedthatthestatutewasnotsubjecttostrictscrutinybecausethestatutedidnotimposerigidquotas,butratheronlyrequiredgoodfaithoutreachefforts.Id.at710.Thecourtrejectedtheargumentfindingthatalthoughthestatutepermittedawardstobidderswhodidnotmeetthepercentagegoals,“theyarerigidinrequiringpreciselydescribedandmonitoredeffortstoattainthosegoals.”Id.Thecourtciteditsownearlierprecedenttoholdthat“theprovisionsarenotimmunizedfromscrutinybecausetheypurporttoestablishgoalsratherthanquotas…[T]herelevantquestionisnotwhetherastatuterequirestheuseofsuchmeasures,butwhetheritauthorizesorencouragesthem.”Id.at710‐11(internalcitationsandquotationsomitted).ThecourtfoundthatthestatuteencouragedsetasidesandcitedConcreteWorksofColoradov.Denver,36F.3d1512(10thCir.1994),asanalogoussupportfortheproposition.Id.at711.

Thecourtfoundthatthestatutetreatedcontractorsdifferentlybasedupontheirrace,ethnicityandgender,andalthough“wordedintermsofgoalsandgoodfaith,thestatuteimposesmandatoryrequirementswithconcreteness.”Id.Thecourtalsonotedthatthestatutemayimposeadditionalcomplianceexpensesuponnon‐MBE/WBEfirmswhoarerequiredtomakegoodfaithoutreachefforts(e.g.,advertising)toMBE/WBEfirms.Id.at712.

Thecourtthenconductedstrictscrutiny(race),andanintermediatescrutiny(gender)analyses.Id.at712‐13.ThecourtfoundtheUniversitypresented“noevidence”tojustifytherace‐andgender‐basedclassificationsandthusdidnotconsideradditionalissuesofproof.Id.at713.Thecourtfoundthatthestatutewasnotnarrowlytailoredbecausethedefinitionof“minority”wasoverbroad(e.g.,inclusionofAleuts).Id.at714,citingWygantv.JacksonBoardofEducation,476U.S.267,284,n.13(1986)andCityofRichmondv.J.A.Croson,Co.,488U.S.469,505‐06(1989).Thecourtfound“[a]broadprogramthatsweepsinallminoritieswitharemedythatisinnowayrelatedtopastharmscannotsurviveconstitutionalscrutiny.”Id.at714,citingHopwoodv.StateofTexas,78F.3d932,951(5thCir.1996).ThecourtheldthatthestatuteviolatedtheEqualProtectionClause.

10. Eng’g Contractors Ass’n of S. Florida v. Metro. Dade County, 122 F.3d 895 (11th Cir. 1997) 

EngineeringContractorsAssociationofSouthFloridav.MetropolitanEngineeringContractorsAssociationisaparamountcaseintheEleventhCircuitandisinstructivetothedisparitystudy.

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ThisdecisionhasbeencitedandappliedbythecourtsinvariouscircuitsthathaveaddressedMBE/WBE‐typeprogramsorlegislationinvolvinglocalgovernmentcontractingandprocurement.

InEngineeringContractorsAssociation,sixtradeorganizations(the“plaintiffs”)filedsuitinthedistrictcourtfortheSouthernDistrictofFlorida,challengingthreeaffirmativeactionprogramsadministeredbyEngineeringContractorsAssociation,Florida,(the“County”)asviolativeoftheEqualProtectionClause.122F.3d895,900(11thCir.1997).ThethreeaffirmativeactionprogramschallengedweretheBlackBusinessEnterpriseprogram(“BBE”),theHispanicBusinessEnterpriseprogram(“HBE”),andtheWomanBusinessEnterpriseprogram,(“WBE”),(collectively“MWBE”programs).Id.TheplaintiffschallengedtheapplicationoftheprogramtoCountyconstructioncontracts.Id.

Forcertainclassesofconstructioncontractsvaluedover$25,000,theCountysetparticipationgoalsof15percentforBBEs,19percentforHBEs,and11percentforWBEs.Id.at901.TheCountyestablishedfive“contractmeasures”toreachtheparticipationgoals:(1)setasides,(2)subcontractorgoals,(3)projectgoals,(4)bidpreferences,and(5)selectionfactors.Onceacontractwasidentifiedascoveredbyaparticipationgoal,areviewcommitteewoulddeterminewhetheracontractmeasureshouldbeutilized.Id.TheCountyCommissionwouldmakethefinaldeterminationanditsdecisionwasappealabletotheCountyManager.Id.TheCountyreviewedtheefficacyoftheMWBEprogramsannually,andreevaluatedthecontinuingviabilityoftheMWBEprogramseveryfiveyears.Id.

Inabenchtrial,thedistrictcourtappliedstrictscrutinytotheBBEandHBEprogramsandheldthattheCountylackedtherequisite“strongbasisinevidence”tosupporttherace‐andethnicity‐consciousmeasures.Id.at902.ThedistrictcourtappliedintermediatescrutinytotheWBEprogramandfoundthatthe“Countyhadpresentedinsufficientprobativeevidencetosupportitsstatedrationaleforimplementingagenderpreference.”Id.Therefore,theCountyhadfailedtodemonstratea“compellinginterest”necessarytosupporttheBBEandHBEprograms,andfailedtodemonstratean“importantinterest”necessarytosupporttheWBEprogram.Id.ThedistrictcourtassumedtheexistenceofasufficientevidentiarybasistosupporttheexistenceoftheMWBEprogramsbutheldtheBBEandHBEprogramswerenotnarrowlytailoredtotheintereststheypurportedtoserve;thedistrictcourtheldtheWBEprogramwasnotsubstantiallyrelatedtoanimportantgovernmentinterest.Id.ThedistrictcourtenteredafinaljudgmentenjoiningtheCountyfromcontinuingtooperatetheMWBEprogramsandtheCountyappealed.TheEleventhCircuitCourtofAppealsaffirmed.Id.at900,903.

Onappeal,theEleventhCircuitconsideredfourmajorissues:

1. Whethertheplaintiffshadstanding.[TheEleventhCircuitansweredthisintheaffirmativeandthatportionoftheopinionisomittedfromthissummary];

2. WhetherthedistrictcourterredinfindingtheCountylackeda“strongbasisinevidence”tojustifytheexistenceoftheBBEandHBEprograms;

3. WhetherthedistrictcourterredinfindingtheCountylackeda“sufficientprobativebasisinevidence”tojustifytheexistenceoftheWBEprogram;and

4. WhethertheMWBEprogramswerenarrowlytailoredtotheintereststheywerepurportedtoserve.

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Id.at903.

TheEleventhCircuitheldthattheBBEandHBEprogramsweresubjecttothestrictscrutinystandardenunciatedbytheU.S.SupremeCourtinCityofRichmondv.J.A.CrosonCo.,488U.S.469(1989).Id.at906.Underthisstandard,“anaffirmativeactionprogrammustbebasedupona‘compellinggovernmentinterest’andmustbe‘narrowlytailored’toachievethatinterest.”Id.TheEleventhCircuitfurthernoted:

“Inpractice,theinterestthatisallegedinsupportofracialpreferencesisalmostalwaysthesame—remedyingpastorpresentdiscrimination.Thatinterestiswidelyacceptedascompelling.Asaresult,thetruetestofanaffirmativeactionprogramisusuallynotthenatureofthegovernment’sinterest,butrathertheadequacyoftheevidenceofdiscriminationofferedtoshowthatinterest.”

Id.(internalcitationsomitted).

Therefore,strictscrutinyrequiresafindingofa“‘strongbasisinevidence’tosupporttheconclusionthatremedialactionisnecessary.”Id.,citingCroson,488U.S.at500).Therequisite“‘strongbasisinevidence’cannotreston‘anamorphousclaimofsocietaldiscrimination,onsimplelegislativeassurancesofgoodintention,oroncongressionalfindingsofdiscriminationinthenationaleconomy.’”Id.at907,citingEnsleyBranch,NAACPv.Seibels,31F.3d1548,1565(11thCir.1994)(citingandapplyingCroson)).However,theEleventhCircuitfoundthatagovernmentalentitycan“justifyaffirmativeactionbydemonstrating‘grossstatisticaldisparities’betweentheproportionofminoritieshired…andtheproportionofminoritieswillingandabletodothework…Anecdotalevidencemayalsobeusedtodocumentdiscrimination,especiallyifbuttressedbyrelevantstatisticalevidence.”Id.(internalcitationsomitted).

Notwithstandingthe“exceedinglypersuasivejustification”languageutilizedbytheSupremeCourtinUnitedStatesv.Virginia,116S.Ct.2264(1996)(evaluatinggender‐basedgovernmentaction),theEleventhCircuitheldthattheWBEprogramwassubjecttotraditionalintermediatescrutiny.Id.at908.Underthisstandard,thegovernmentmustprovide“sufficientprobativeevidence”ofdiscrimination,whichisalesserstandardthanthe“strongbasisinevidence”understrictscrutiny.Id.at910.

TheCountyprovidedtwotypesofevidenceinsupportoftheMWBEprograms:(1)statisticalevidence,and(2)non‐statistical“anecdotal”evidence.Id.at911.Asaninitialmatter,theEleventhCircuitfoundthatinsupportoftheBBEprogram,theCountypermissiblyreliedonsubstantially“post‐enactment”evidence(i.e.,evidencebasedondatarelatedtoyearsfollowingtheinitialenactmentoftheBBEprogram).Id.However,“suchevidencecarrieswithitthehazardthattheprogramatissuemayitselfbemaskingdiscriminationthatmightotherwisebeoccurringintherelevantmarket.”Id.at912.Adistrictcourtshouldnot“speculateaboutwhatthedatamighthaveshownhadtheBBEprogramneverbeenenacted.”Id.

Thestatisticalevidence.TheCountypresentedfivebasiccategoriesofstatisticalevidence:(1)Countycontractingstatistics;(2)Countysubcontractingstatistics;(3)marketplacedatastatistics;(4)TheWainwrightStudy;and(5)TheBrimmerStudy.Id.Insummary,theEleventhCircuitheldthattheCounty’sstatisticalevidence(describedmorefullybelow)wassubjecttomorethanoneinterpretation.Id.at924.Thedistrictcourtfoundthattheevidencewas“insufficienttoformtherequisitestrongbasisinevidenceforimplementingaracialorethnicpreference,andthatitwasinsufficientlyprobativetosupporttheCounty’sstatedrationalefor

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imposingagenderpreference.”Id.Thedistrictcourt’sviewoftheevidencewasapermissibleone.Id.

Countycontractingstatistics.TheCountypresentedastudycomparingthreefactorsforCountynon‐procurementconstructioncontractsovertwotimeperiods(1981‐1991and1993):(1)thepercentageofbiddersthatwereMWBEfirms;(2)thepercentageofawardeesthatwereMWBEfirms;and(3)theproportionofCountycontractdollarsthathadbeenawardedtoMWBEfirms.Id.at912.

TheEleventhCircuitfoundthatnotably,fortheBBEandHBEstatistics,generallytherewereno“consistentlynegativedisparitiesbetweenthebidderandawardeepercentages.Infact,by1993,theBBEandHBEbiddersarebeingawardedmorethantheirproportionate‘share’…whenthebidderpercentagesareusedasthebaseline.”Id.at913.FortheWBEstatistics,thebidder/awardeestatisticswere“decidedlymixed”asacrosstherangeofCountyconstructioncontracts.Id.

TheCountythenrefinedthosestatisticsbyaddinginthetotalpercentageofannualCountyconstructiondollarsawardedtoMBE/WBEs,bycalculating“disparityindices”foreachprogramandclassificationofconstructioncontract.TheEleventhCircuitexplained:

“[A]disparityindexcomparestheamountofcontractawardsagroupactuallygottotheamountwewouldhaveexpectedittogetbasedonthatgroup’sbiddingactivityandawardeesuccessrate.Morespecifically,adisparityindexmeasurestheparticipationofagroupinCountycontractingdollarsbydividingthatgroup’scontractdollarpercentagebytherelatedbidderorawardeepercentage,andmultiplyingthatnumberby100percent.”

Id.at914.“Theutilityofdisparityindicesorsimilarmeasures…hasbeenrecognizedbyanumberoffederalcircuitcourts.”Id.

TheEleventhCircuitfoundthat“[i]ngeneral…disparityindicesof80percentorgreater,whichareclosetofullparticipation,arenotconsideredindicationsofdiscrimination.”Id.TheEleventhCircuitnotedthat“theEEOC’sdisparateimpactguidelinesusethe80percenttestastheboundarylinefordeterminingaprimafaciecaseofdiscrimination.”Id.,citing29CFR§1607.4D.Inaddition,nocircuitthathas“explicitlyendorsedtheuseofdisparityindices[has]indicatedthatanindexof80percentorgreatermightbeprobativeofdiscrimination.”Id.,citingConcreteWorksv.City&CountyofDenver,36F.3d1513,1524(10thCir.1994)(creditingdisparityindicesrangingfrom0%to3.8%);ContractorsAss’nv.CityofPhiladelphia,6F.3d990(3dCir.1993)(creditingdisparityindexof4%).

Aftercalculationofthedisparityindices,theCountyappliedastandarddeviationanalysistotestthestatisticalsignificanceoftheresults.Id.at914.“Thestandarddeviationfiguredescribestheprobabilitythatthemeasureddisparityistheresultofmerechance.”Id.TheEleventhCircuithadpreviouslyrecognized“[s]ocialscientistsconsiderafindingoftwostandarddeviationssignificant,meaningthereisaboutonechancein20thattheexplanationforthedeviationcouldberandomandthedeviationmustbeaccountedforbysomefactorotherthanchance.”Id.

ThestatisticspresentedbytheCountyindicated“statisticallysignificantunderutilizationofBBEsinCountyconstructioncontracting.”Id.at916.Theresultswere“lessdramatic”forHBEsandmixedasbetweenfavorableandunfavorableforWBEs.Id.

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TheEleventhCircuitthenexplainedtheburdenofproof:

“[O]ncetheproponentofaffirmativeactionintroducesitsstatisticalproofasevidenceofitsremedialpurpose,therebysupplyingthe[district]courtwiththemeansfordeterminingthat[it]hadafirmbasisforconcludingthatremedialactionwasappropriate,itisincumbentuponthe[plaintiff]toprovetheircase;theycontinuetobeartheultimateburdenofpersuadingthe[district]courtthatthe[defendant’s]evidencedidnotsupportaninferenceofpriordiscriminationandthusaremedialpurpose,orthattheplaninstitutedonthebasisofthisevidencewasnotsufficiently‘narrowlytailored.”

Id.(internalcitationsomitted).

TheEleventhCircuitnotedthataplaintiffhasatleastthreemethodstorebuttheinferenceofdiscriminationwitha“neutralexplanation”by:“(1)showingthatthestatisticsareflawed;(2)demonstratingthatthedisparitiesshownbythestatisticsarenotsignificantoractionable;or(3)presentingcontrastingstatisticaldata.”Id.(internalquotationsandcitationsomitted).TheEleventhCircuitheldthattheplaintiffsproduced“sufficientevidencetoestablishaneutralexplanationforthedisparities.”Id.

Theplaintiffsallegedthatthedisparitieswere“betterexplainedbyfirmsizethanbydiscrimination…[because]minorityandfemale‐ownedfirmstendtobesmaller,andthatitstandstoreasonsmallerfirmswillwinsmallercontracts.”Id.at916‐17.TheplaintiffsproducedCensusdataindicating,onaverage,minority‐andfemale‐ownedconstructionfirmsinEngineeringContractorsAssociationweresmallerthannon‐MBE/WBEfirms.Id.at917.TheEleventhCircuitfoundthattheplaintiff’sexplanationofthedisparitieswasa“plausibleone,inlightoftheuncontrovertedevidencethatMBE/WBEconstructionfirmstendtobesubstantiallysmallerthannon‐MBE/WBEfirms.”Id.

Additionally,theEleventhCircuitnotedthattheCounty’sownexpertadmittedthat“firmsizeplaysasignificantroleindeterminingwhichfirmswincontracts.”Id.Theexpertstated:

Thesizeofthefirmhasgottobeamajordeterminantbecauseofcoursesomefirmsaregoingtobelarger,aregoingtobebetterprepared,aregoingtobeinagreaternaturalcapacitytobeabletoworkonsomeofthecontractswhileotherssimplybyvirtueoftheirsmallsizesimplywouldnotbeabletodoit.Id.

TheEleventhCircuitthensummarized:

Becausetheyarebigger,biggerfirmshaveabiggerchancetowinbiggercontracts.Itfollowsthat,allotherfactorsbeingequalandinaperfectlynondiscriminatorymarket,onewouldexpectthebigger(onaverage)non‐MWBEfirmstogetadisproportionatelyhigherpercentageoftotalconstructiondollarsawardedthanthesmallerMWBEfirms.Id.

Inanticipationofsuchanargument,theCountyconductedaregressionanalysistocontrolforfirmsize.Id.Aregressionanalysisis“astatisticalprocedurefordeterminingtherelationshipbetweenadependentandindependentvariable,e.g.,thedollarvalueofacontractawardandfirmsize.”Id.(internalcitationsomitted).Thepurposeoftheregressionanalysisis“todeterminewhethertherelationshipbetweenthetwovariablesisstatisticallymeaningful.”Id.

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TheCounty’sregressionanalysissoughttoidentifydisparitiesthatcouldnotbeexplainedbyfirmsize,andtheoreticallyinsteadbasedonanotherfactor,suchasdiscrimination.Id.TheCountyconductedtworegressionanalysesusingtwodifferentproxiesforfirmsize:(1)totalawardedvalueofallcontractsbidon;and(2)largestsinglecontractawarded.Id.TheregressionanalysesaccountedformostofthenegativedisparitiesregardingMBE/WBEparticipationinCountyconstructioncontracts(i.e.,mostoftheunfavorabledisparitiesbecamestatisticallyinsignificant,correspondingtostandarddeviationvalueslessthantwo).Id.

Basedonanevaluationoftheregressionanalysis,thedistrictcourtheldthatthedemonstrateddisparitieswereattributabletofirmsizeasopposedtodiscrimination.Id.at918.Thedistrictcourtconcludedthatthefewunexplaineddisparitiesthatremainedafterregressingforfirmsizewereinsufficienttoprovidetherequisite“strongbasisinevidence”ofdiscriminationofBBEsandHBEs.Id.TheEleventhCircuitheldthatthisdecisionwasnotclearlyerroneous.Id.

WithrespecttotheBBEstatistics,theregressionanalysisexplainedallbutonenegativedisparity,foronetypeofconstructioncontractbetween1989‐1991.Id.TheEleventhCircuitheldthedistrictcourtpermissiblyfoundthatthisdidnotconstitutea“strongbasisinevidence”ofdiscrimination.Id.

WithrespecttotheHBEstatistics,oneoftheregressionmethodsfailedtoexplaintheunfavorabledisparityforonetypeofcontractbetween1989‐1991,andbothregressionmethodsfailedtoexplaintheunfavorabledisparityforanothertypeofcontractduringthatsametimeperiod.Id.However,by1993,bothregressionmethodsaccountedforalloftheunfavorabledisparities,andoneofthedisparitiesforonetypeofcontractwasactuallyfavorableforHBEs.Id.TheEleventhCircuitheldthedistrictcourtpermissiblyfoundthatthisdidnotconstitutea“strongbasisinevidence”ofdiscrimination.Id.

Finally,withrespecttotheWBEstatistics,theregressionanalysisexplainedallbutonenegativedisparity,foronetypeofconstructioncontractinthe1993period.Id.Theregressionanalysisexplainedalloftheothernegativedisparities,andinthe1993period,adisparityforonetypeofcontractwasactuallyfavorabletoWBEs.Id.TheEleventhCircuitheldthedistrictcourtpermissiblyfoundthatthisevidencewasnot“sufficientlyprobativeofdiscrimination.”Id.

TheCountyarguedthatthedistrictcourterroneouslyreliedonthedisaggregateddata(i.e.,brokendownbycontracttype)asopposedtotheconsolidatedstatistics.Id.at919.ThedistrictcourtdeclinedtoassigndispositiveweighttotheaggregateddatafortheBBEstatisticsfor1989‐1991because(1)theaggregateddatafor1993didnotshownegativedisparitieswhenregressedforfirmsize,(2)theBBEdisaggregateddataleftonlyoneunexplainednegativedisparityforonetypeofcontractfor1989‐1991whenregressedforfirmsize,and(3)“theCounty’sownexperttestifiedastotheutilityofexaminingthedisaggregateddata‘insofarastheyreflectdifferentkindsofwork,differentbiddingpractices,perhapsavarietyofotherfactorsthatcouldmakethemheterogeneouswithoneanother.”Id.

Additionally,thedistrictcourtnoted,andtheEleventhCircuitfoundthat“theaggregationofdisparitystatisticsfornonheterogenousdatapopulationscangiverisetoastatisticalphenomenonknownas‘Simpson’sParadox,’whichleadstoillusorydisparitiesinimproperlyaggregateddatathatdisappearwhenthedataaredisaggregated.”Id.at919,n.4(internalcitationsomitted).“Underthosecircumstances,”theEleventhCircuitheldthatthedistrictcourtdidnoterrinassigninglessweighttotheaggregateddata,infindingtheaggregateddataforBBEsfor1989‐1991didnotprovidea“strongbasisinevidence”ofdiscrimination,orinfinding

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thatthedisaggregateddataformedaninsufficientbasisofsupportforanyoftheMBE/WBEprogramsgiventheapplicableconstitutionalrequirements.Id.at919.

Countysubcontractingstatistics. TheCountyperformedasubcontractingstudytomeasureMBE/WBEparticipationintheCounty’ssubcontractingbusinesses.ForeachMBE/WBEcategory(BBE,HBE,andWBE),“thestudycomparedtheproportionofthedesignatedgroupthatfiledasubcontractor’sreleaseoflienonaCountyconstructionprojectbetween1991and1994withtheproportionofsalesandreceiptdollarsthatthesamegroupreceivedduringthesametimeperiod.”Id.

Thedistrictcourtfoundthestatisticalevidenceinsufficienttosupporttheuseofrace‐andethnicity‐consciousmeasures,notingproblemswithsomeofthedatameasures.Id.at920.

Mostnotably,thedenominatorusedinthecalculationoftheMWBEsalesandreceiptspercentagesisbaseduponthetotalsalesandreceiptsfromallsourcesforthefirmfilingasubcontractor’sreleaseoflienwiththeCounty.Thatmeans,forinstance,thatifanationwidenon‐MWBEcompanyperforming99percentofitsbusinessoutsideofDadeCountyfiledasinglesubcontractor’sreleaseoflienwiththeCountyduringtherelevanttimeframe,allofitssalesandreceiptsforthattimeframewouldbecountedinthedenominatoragainstwhichMWBEsalesandreceiptsarecompared.Asthedistrictcourtpointedout,thatisnotareasonablewaytomeasureDadeCountysubcontractingparticipation.

Id.TheCounty’sargumentthatastrongmajority(72%)ofthesubcontractorswerelocatedinDadeCountydidnotrenderthedistrictcourt’sdecisiontofailtocreditthestudyerroneous.Id.

Marketplacedatastatistics. TheCountyconductedanotherstatisticalstudy“toseewhatthedifferencesareinthemarketplaceandwhattherelationshipsareinthemarketplace.”Id.Thestudywasbasedonasampleof568contractors,fromapoolof10,462firms,thathadfileda“certificateofcompetency”withDadeCountyasofJanuary1995.Id.Theselectedfirmsparticipatedinatelephonesurveyinquiringabouttherace,ethnicity,andgenderofthefirm’sowner,andaskedforinformationonthefirm’stotalsalesandreceiptsfromallsources.Id.TheCounty’sexpertthenstudiedthedatatodetermine“whethermeaningfulrelationshipsexistedbetween(1)therace,ethnicity,andgenderofthesurveyedfirmowners,and(2)thereportedsalesandreceiptsofthatfirm.Id.Theexpert’shypothesiswasthatunfavorabledisparitiesmaybeattributabletomarketplacediscrimination.Theexpertperformedaregressionanalysisusingthenumberofemployeesasaproxyforsize.Id.

TheEleventhCircuitfirstnotedthatthestatisticalpoolusedbytheCountywassubstantiallylargerthantheactualnumberoffirms,willing,able,andqualifiedtodotheworkasthestatisticalpoolrepresentedallthosefirmsmerelylicensedasaconstructioncontractor.Id.Althoughthisfactordidnotrenderthestudymeaningless,thedistrictcourtwasentitledtoconsiderthatinevaluatingtheweightofthestudy.Id.at921.TheEleventhCircuitquotedtheSupremeCourtforthefollowingproposition:“[w]henspecialqualificationsarerequiredtofillparticularjobs,comparisonstothegeneralpopulation(ratherthantothesmallergroupofindividualswhopossessthenecessaryqualifications)mayhavelittleprobativevalue.”Id.,quotingCroson,488U.S.at501,quotingHazelwoodSch.Dist.v.UnitedStates,433U.S.299,308n.13(1977).

TheEleventhCircuitfoundthatafterregressingforfirmsize,neithertheBBEnorWBEdatashowedstatisticallysignificantunfavorabledisparities.Id.Althoughthemarketplacedatadid

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revealunfavorabledisparitiesevenafteraregressionanalysis,thedistrictcourtwasnotrequiredtoassignthosedisparitiescontrollingweight,especiallyinlightofthedissimilarresultsoftheCountyContractingStatistics,discussedsupra.Id.

TheWainwrightStudy. TheCountyalsointroducedastatisticalanalysispreparedbyJonWainwright,analyzing“thepersonalandfinancialcharacteristicsofself‐employedpersonsworkingfull‐timeintheDadeCountyconstructionindustry,basedondatafromthe1990PublicUseMicrodataSampledatabase”(derivedfromthedecennialcensus).Id.Thestudy“(1)comparedconstructionbusinessownershipratesofMBE/WBEstothoseofnon‐MBE/WBEs,and(2)analyzeddisparitiesinpersonalincomebetweenMBE/WBEandnon‐MBE/WBEbusinessowners.”Id.“Thestudyconcludedthatblacks,Hispanics,andwomenarelesslikelytoownconstructionbusinessesthansimilarlysituatedwhitemales,andMBE/WBEsthatdoentertheconstructionbusinessearnlessmoneythansimilarlysituatedwhitemales.”Id.

Withrespecttothefirstconclusion,Wainwrightcontrolledfor“humancapital”variables(education,yearsoflabormarketexperience,maritalstatus,andEnglishproficiency)and“financialcapital”variables(interestanddividendincome,andhomeownership).Id.Theanalysisindicatedthatblacks,Hispanicsandwomenentertheconstructionbusinessatlowerratesthanwouldbeexpected,oncenumerosity,andidentifiedhumanandfinancialcapitalarecontrolledfor.Id.Thedisparitiesforblacksandwomen(butnotHispanics)weresubstantialandstatisticallysignificant.Id.at922.Theunderlyingtheoryofthisbusinessownershipcomponentofthestudyisthatanysignificantdisparitiesremainingaftercontrolofvariablesareduetotheongoingeffectsofpastandpresentdiscrimination.Id.

TheEleventhCircuitheld,inlightofCroson,thedistrictcourtneednothaveacceptedthistheory.Id.TheEleventhCircuitquotedCroson,inwhichtheSupremeCourtrespondedtoasimilarargumentadvancedbytheplaintiffsinthatcase:“Therearenumerousexplanationsforthisdearthofminorityparticipation,includingpastsocietaldiscriminationineducationandeconomicopportunitiesaswellasbothblackandwhitecareerandentrepreneurialchoices.Blacksmaybedisproportionatelyattractedtoindustriesotherthanconstruction.”Id.,quotingCroson,488U.S.at503.FollowingtheSupremeCourtinCroson,theEleventhCircuitheld“thedisproportionateattractionofaminoritygrouptonon‐constructionindustriesdoesnotmeanthatdiscriminationintheconstructionindustryisthereason.”Id.,quotingCroson,488U.S.at503.Additionally,thedistrictcourthadevidencethatbetween1982and1987,therewasasubstantialgrowthrateofMBE/WBEfirmsasopposedtonon‐MBE/WBEfirms,whichwouldfurthernegatethepropositionthattheconstructionindustrywasdiscriminatingagainstminority‐andwomen‐ownedfirms.Id.at922.

WithrespecttothepersonalincomecomponentoftheWainwrightstudy,afterregressionanalyseswereconducted,onlytheBBEstatisticsindicatedastatisticallysignificantdisparityratio.Id.at923.However,theEleventhCircuitheldthedistrictcourtwasnotrequiredtoassignthedisparitycontrollingweightbecausethestudydidnotregressforfirmsize,andinlightoftheconflictingstatisticalevidenceintheCountyContractingStatisticsandMarketplaceDataStatistics,discussedsupra,whichdidregressforfirmsize.Id.

TheBrimmerStudy. ThefinalstudypresentedbytheCountywasconductedunderthesupervisionofDr.AndrewF.Brimmerandconcernedonlyblack‐ownedfirms.Id.Thekeycomponentofthestudywasananalysisofthebusinessreceiptsofblack‐ownedconstructionfirmsfortheyearsof1977,1982and1987,basedontheCensusBureau’sSurveyofMinority‐andWomen‐OwnedBusinesses,producedeveryfiveyears.Id.Thestudysoughttodetermine

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theexistenceofdisparitiesbetweensalesandreceiptsofblack‐ownedfirmsinDadeCountycomparedtothesalesandreceiptsofallconstructionfirmsinDadeCounty.Id.

Thestudyindicatedsubstantialdisparitiesin1977and1987butnot1982.Id.TheCountyallegedthattheabsenceofdisparityin1982wasduetosubstantialrace‐consciousmeasuresforamajorconstructioncontract(Metrorailproject),andnotduetoalackofdiscriminationintheindustry.Id.However,thestudymadenoattempttofilterfortheMetrorailprojectand“complete[ly]fail[ed]”toaccountforfirmsize.Id.Accordingly,theEleventhCircuitfoundthedistrictcourtpermissiblydiscountedtheresultsoftheBrimmerstudy.Id.at924.

Anecdotalevidence. Inaddition,theCountypresentedasubstantialamountofanecdotalevidenceofperceiveddiscriminationagainstBBEs,asmallamountofsimilaranecdotalevidencepertainingtoWBEs,andnoanecdotalevidencepertainingtoHBEs.Id.TheCountypresentedthreebasicformsofanecdotalevidence:“(1)thetestimonyoftwoCountyemployeesresponsibleforadministeringtheMBE/WBEprograms;(2)thetestimony,primarilybyaffidavit,oftwenty‐threeMBE/WBEcontractorsandsubcontractors;and(3)asurveyofblack‐ownedconstructionfirms.”Id.

TheCountyemployeestestifiedthatthedecentralizedstructureoftheCountyconstructioncontractingsystemaffordsgreatdiscretiontoCountyemployees,whichinturncreatestheopportunityfordiscriminationtoinfectthesystem.Id.Theyalsotestifiedtospecificincidentsofdiscrimination,forexample,thatMBE/WBEscomplainedofreceivinglengthierpunchliststhantheirnon‐MBE/WBEcounterparts.Id.TheyalsotestifiedthatMBE/WBEsencounterdifficultiesinobtainingbondingandfinancing.Id.

TheMBE/WBEcontractorsandsubcontractorstestifiedtonumerousincidentsofperceiveddiscriminationintheDadeCountyconstructionmarket,including:

Situationsinwhichaprojectforemanwouldrefusetodealdirectlywithablackorfemalefirmowner,insteadpreferringtodealwithawhiteemployee;instancesinwhichanMWBEownerknewitselftobethelowbidderonasubcontractingproject,butwasnotawardedthejob;instancesinwhichalowbidbyanMWBEwas“shopped”tosolicitevenlowerbidsfromnon‐MWBEfirms;instancesinwhichanMWBEownerreceivedaninvitationtobidonasubcontractwithinadayofthebidduedate,togetherwitha“letterofunavailability”fortheMWBEownertosigninordertoobtainawaiverfromtheCounty;andinstancesinwhichanMWBEsubcontractorwashiredbyaprimecontractor,butsubsequentlywasreplacedwithanon‐MWBEsubcontractorwithindaysofstartingworkontheproject.

Id.at924‐25.

Finally,theCountysubmittedastudypreparedbyDr.JoeE.Feagin,comprisedofinterviewsof78certifiedblack‐ownedconstructionfirms.Id.at925.Theintervieweesreportedsimilarinstancesofperceiveddiscrimination,including:“difficultyinsecuringbondingandfinancing;slowpaymentbygeneralcontractors;unfairperformanceevaluationsthatweretaintedbyracialstereotypes;difficultyinobtaininginformationfromtheCountyoncontractingprocesses;andhigherpricesonequipmentandsuppliesthanwerebeingchargedtonon‐MBE/WBEfirms.”Id.

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TheEleventhCircuitfoundthatnumerousblack‐andsomefemale‐ownedconstructionfirmsinDadeCountyperceivedthattheywerethevictimsofdiscriminationandtwoCountyemployeesalsobelievedthatdiscriminationcouldtainttheCounty’sconstructioncontractingprocess.Id.However,suchanecdotalevidenceishelpful“onlywhenit[is]combinedwithandreinforcedbysufficientlyprobativestatisticalevidence.”Id.InherpluralityopinioninCroson,JusticeO’Connorfoundthat“evidenceofapatternofindividualdiscriminatoryactscan,ifsupportedbyappropriatestatisticalproof,lendsupporttoalocalgovernment’sdeterminationthatbroaderremedialreliefisjustified.”Id.,quotingCroson,488U.S.at509(emphasisaddedbytheEleventhCircuit).Accordingly,theEleventhCircuitheldthat“anecdotalevidencecanplayanimportantroleinbolsteringstatisticalevidence,butthatonlyintherarecasewillanecdotalevidencesufficestandingalone.”Id.at925.TheEleventhCircuitalsocitedtoopinionsfromtheThird,NinthandTenthCircuitsassupportingthesameproposition.Id.at926.TheEleventhCircuitaffirmedthedecisionofthedistrictcourtenjoiningthecontinuedoperationoftheMBE/WBEprogramsbecausetheydidnotrestona“constitutionallysufficientevidentiaryfoundation.”Id.

AlthoughtheEleventhCircuitdeterminedthattheMBE/WBEprogramdidnotsurviveconstitutionalmusterduetotheabsenceofasufficientevidentiaryfoundation,theEleventhCircuitproceededwiththesecondprongofthestrictscrutinyanalysisofdeterminingwhethertheMBE/WBEprogramswerenarrowlytailored(BBEandHBEprograms)orsubstantiallyrelated(WBEprogram)tothelegitimategovernmentinteresttheypurportedtoserve,i.e.,“remedyingtheeffectsofpresentandpastdiscriminationagainstblacks,Hispanics,andwomenintheDadeCountyconstructionmarket.”Id.

Narrowtailoring. “Theessenceofthe‘narrowlytailored’inquiryisthenotionthatexplicitlyracialpreferences…mustonlybea‘lastresort’option.”Id.,quotingHayesv.NorthSideLawEnforcementOfficersAss’n,10F.3d207,217(4thCir.1993)andcitingCroson,488U.S.at519(Kennedy,J.,concurringinpartandconcurringinthejudgment)(“[T]hestrictscrutinystandard…forbidstheuseofevennarrowlydrawnracialclassificationsexceptasalastresort.”).

TheEleventhCircuithasidentifiedfourfactorstoevaluatewhetherarace‐orethnicity‐consciousaffirmativeactionprogramisnarrowlytailored:(1)“thenecessityforthereliefandtheefficacyofalternativeremedies;(2)theflexibilityanddurationoftherelief;(3)therelationshipofnumericalgoalstotherelevantlabormarket;and(4)theimpactofthereliefontherightsofinnocentthirdparties.”Id.at927,citingEnsleyBranch,31F.3dat1569.Thefourfactorsprovide“ausefulanalyticalstructure.”Id.at927.TheEleventhCircuitfocusedonlyonthefirstfactorinthepresentcase“becausethatiswheretheCounty’sMBE/WBEprogramsaremostproblematic.”Id.

TheEleventhCircuit

flatlyreject[ed]theCounty’sassertionthat‘givenastrongbasisinevidenceofarace‐basedproblem,arace‐basedremedyisnecessary.’Thatissimplynotthelaw.Ifarace‐neutralremedyissufficienttocurearace‐basedproblem,thenarace‐consciousremedycanneverbenarrowlytailoredtothatproblem.”Id.,citingCroson,488U.S.at507(holdingthataffirmativeactionprogramwasnotnarrowlytailoredwhere“theredoesnotappeartohavebeenanyconsiderationoftheuseofrace‐neutralmeanstoincreaseminoritybusinessparticipationincitycontracting”)…SupremeCourtdecisionsteachthatarace‐consciousremedyisnotmerelyoneofmanyequallyacceptablemedicationsthegovernmentmayusetotreatarace‐basedproblem.Instead,itisthestrongestof

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medicines,withmanypotentialsideeffects,andmustbereservedforthoseseverecasesthatarehighlyresistanttoconventionaltreatment.

Id.at927.

TheEleventhCircuitheldthattheCounty“clearlyfailedtogiveseriousandgoodfaithconsiderationtotheuseofrace‐andethnicity‐neutralmeasures.”Id.Rather,thedeterminationofthenecessitytoestablishtheMWBEprogramswasbaseduponaconclusorylegislativestatementastoitsnecessity,whichinturnwasbaseduponan“equallyconclusoryanalysis”intheBrimmerstudy,andareportthattheSBAonlywasabletodirect5percentofSBAfinancingtoblack‐ownedbusinessesbetween1968‐1980.Id.

TheCountyadmitted,andtheEleventhCircuitconcluded,thattheCountyfailedtogiveanyconsiderationtoanyalternativetotheHBEaffirmativeactionprogram.Id.at928.Moreover,theEleventhCircuitfoundthatthetestimonyoftheCounty’sownwitnessesindicatedtheviabilityofrace‐andethnicity‐neutralmeasurestoremedymanyoftheproblemsfacingblack‐andHispanic‐ownedconstructionfirms.Id.TheCountyemployeesidentifiedproblems,virtuallyallofwhichwererelatedtotheCounty’sownprocessesandprocedures,including:“thedecentralizedCountycontractingsystem,whichaffordsahighlevelofdiscretiontoCountyemployees;thecomplexityofCountycontractspecifications;difficultyinobtainingbonding;difficultyinobtainingfinancing;unnecessarybidrestrictions;inefficientpaymentprocedures;andinsufficientorinefficientexchangeofinformation.”Id.TheEleventhCircuitfoundthattheproblemsfacingMBE/WBEcontractorswere“institutionalbarriers”toentryfacingeverynewentrantintotheconstructionmarket,andwereperhapsaffectingtheMBE/WBEcontractorsdisproportionatelyduetothe“institutionalyouth”ofblack‐andHispanic‐ownedconstructionfirms.Id.“Itfollowsthatthosefirmsshouldbehelpedthemostbydismantlingthosebarriers,somethingtheCountycoulddoatleastinsubstantialpart.”Id.

TheEleventhCircuitnotedthattherace‐andethnicity‐neutraloptionsavailabletotheCountymirroredthoseavailableandcitedbyJusticeO’ConnorinCroson:

[T]hecityhasatitsdisposalawholearrayofrace‐neutralmeasurestoincreasetheaccessibilityofcitycontractingopportunitiestosmallentrepreneursofallraces.Simplificationofbiddingprocedures,relaxationofbondingrequirements,andtrainingandfinancialaidfordisadvantagedentrepreneursofallraceswouldopenthepubliccontractingmarkettoallthosewhohavesufferedtheeffectsofpastsocietaldiscriminationandneglect…Thecitymayalsoacttoprohibitdiscriminationintheprovisionofcreditorbondingbylocalsuppliersandbanks.

Id.,quotingCroson,488U.S.at509‐10.TheEleventhCircuitfoundthatexceptforsome“half‐heartedprograms”consistingof“limitedtechnicalandfinancialaidthatmightbenefitBBEsandHBEs,”theCountyhadnot“seriouslyconsidered”ortriedmostoftherace‐andethnicity‐neutralalternativesavailable.Id.at928.“Mostnotably…theCountyhasnottakenanyactionwhatsoevertoferretoutandrespondtoinstancesofdiscriminationifandwhentheyhaveoccurredintheCounty’sowncontractingprocess.”Id.

TheEleventhCircuitfoundthattheCountyhadtakennostepsto“inform,educate,discipline,orpenalize”discriminatorymisconductbyitsownemployees.Id.at929.NorhadtheCountypassedanylocalordinancesexpresslyprohibitingdiscriminationbylocalcontractors,subcontractors,suppliers,bankers,orinsurers.Id.“Insteadofturningtorace‐andethnicity‐

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consciousremediesasalastresort,theCountyhasturnedtothemasafirstresort.”Accordingly,theEleventhCircuitheldthateveniftheBBEandHBEprogramsweresupportedbytherequisiteevidentiaryfoundation,theyviolatedtheEqualProtectionClausebecausetheywerenotnarrowlytailored.Id.

Substantialrelationship. TheEleventhCircuitheldthatduetotherelaxed“substantialrelationship”standardforgender‐consciousprograms,iftheWBEprogramresteduponasufficientevidentiaryfoundation,itcouldpassthesubstantialrelationshiprequirement.Id.However,becauseitdidnotrestuponasufficientevidentiaryfoundation,theWBEprogramcouldnotpassconstitutionalmuster.Id.

Foralloftheforegoingreasons,theEleventhCircuitaffirmedthedecisionofthedistrictcourtdeclaringtheMBE/WBEprogramsunconstitutionalandenjoiningtheircontinuedoperation.

11. Concrete Works of Colorado, Inc. v. City and County of Denver, 36 F.3d 1513 (10th Cir. 1994) 

ThecourtconsideredwhethertheCityandCountyofDenver’srace‐andgender‐consciouspubliccontractawardprogramcompliedwiththeFourteenthAmendment’sguaranteeofequalprotectionofthelaws.Plaintiff‐AppellantConcreteWorksofColorado,Inc.(“ConcreteWorks”)appealedthedistrictcourt’ssummaryjudgmentorderupholdingtheconstitutionalityofDenver’spubliccontractprogram.ThecourtconcludedthatgenuineissuesofmaterialfactexistwithregardtotheevidentiarysupportthatDenverpresentstodemonstratethatitsprogramsatisfiestherequirementsofCityofRichmondv.J.A.CrosonCo.,488U.S.469(1989).Accordingly,thecourtreversedandremanded.36F.3d1513(10thCir.1994).

Background.In,1990,theDenverCityCouncilenactedOrdinance(“Ordinance”)toenablecertifiedracialminoritybusinessenterprises(“MBEs”)1andwomen‐ownedbusinessenterprises(“WBEs”)toparticipateinpublicworksprojects“toanextentapproximatingthelevelof[their]availabilityandcapacity.”Id.at1515.ThisOrdinancewasthemostrecentinaseriesofprovisionsthattheDenverCityCouncilhasadoptedsince1983toremedyperceivedraceandgenderdiscriminationinthedistributionofpublicandprivateconstructioncontracts.Id.at1516.

In1992,ConcreteWorks,anonminorityandmale‐ownedconstructionfirm,filedthisEqualProtectionClausechallengetotheOrdinance.Id.ConcreteWorksallegedthattheOrdinancecausedittolosethreeconstructioncontractsforfailuretocomplywitheitherthestatedMBEandWBEparticipationgoalsorthegood‐faithrequirements.RatherthanpursuingadministrativeorstatecourtreviewoftheOCC’sfindings,ConcreteWorksinitiatedthisaction,seekingapermanentinjunctionagainstenforcementoftheOrdinanceanddamagesforlostcontracts.Id.

In1993,andafterextensivediscovery,thedistrictcourtgrantedDenver’ssummaryjudgmentmotion.ConcreteWorks,Inc.v.CityandCountyofDenver,823F.Supp.821(D.Colo.1993).ThecourtconcludedthatConcreteWorkshadstandingtobringthisclaim.Id.Withrespecttothemerits,thecourtheldthatDenver’sprogramsatisfiedthestrictscrutinystandardembracedbyamajorityoftheSupremeCourtinCrosonbecauseitwasnarrowlytailoredtoachieveacompellinggovernmentinterest.Id.

Standing.Attheoutset,theTenthCircuitonappealconsideredDenver’scontentionthatConcreteWorksfailstosatisfyitsburdenofestablishingstandingtochallengetheOrdinance’s

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constitutionality.Id.at1518.ThecourtconcludedthatConcreteWorksdemonstrated“injuryinfact”becauseitsubmittedbidsonthreeprojectsandtheOrdinancepreventeditfromcompetingonanequalbasiswithminorityandwomen‐ownedprimecontractors.Id.

Specifically,theunequalnatureofthebiddingprocessliedintheOrdinance’srequirementthatanonminorityprimecontractormustmeetMBEandWBEparticipationgoalsbyenteringintojointventureswithMBEsandWBEsorhiringthemassubcontractors(orsatisfyingtheten‐stepgoodfaithrequirement).Id.Incontrast,minorityandwomen‐ownedprimecontractorscouldusetheirownworktosatisfyMBEandWBEparticipationgoals.Id.Thus,theextrarequirements,thecourtfoundimposedcostsandburdensonnonminorityfirmsthatprecludedthemfromcompetingwithMBEsandWBEsonanequalbasis.Id.at1519.

Inadditiontodemonstrating“injuryinfact,”ConcreteWorks,thecourtheld,alsosatisfiedthetworemainingelementstoestablishstanding:(1)acausalrelationshipbetweentheinjuryandthechallengedconduct;and(2)alikelihoodthattheinjurywillberedressedbyafavorableruling.Thus,thecourtconcludedthatConcreteWorkshadstandingtochallengetheconstitutionalityofDenver’srace‐andgender‐consciouscontractprogram.Id.

EqualProtectionClauseStandards.Thecourtdeterminedtheappropriatestandardofequalprotectionreviewbyexaminingthenatureoftheclassificationsembodiedinthestatute.ThecourtappliedstrictscrutinytotheOrdinance’srace‐basedpreferencescheme,andthusinquiredwhetherthestatutewasnarrowlytailoredtoachieveacompellinggovernmentinterest.Id.Gender‐basedclassifications,incontrast,thecourtconcludedareevaluatedundertheintermediatescrutinyrubric,whichprovidesthatthelawmustbesubstantiallyrelatedtoanimportantgovernmentobjective.Id.

PermissibleEvidenceandBurdensofProof.InCroson,apluralityoftheCourtconcludedthatstateandlocalgovernmentshaveacompellinginterestinremedyingidentifiedpastandpresentdiscriminationwithintheirborders.Id.citing,Croson,488U.S.at492,509,ThepluralityexplainedthattheFourteenthAmendmentpermitsrace‐consciousprogramsthatseekbothtoeradicatediscriminationbythegovernmentalentityitselfandtopreventthepublicentityfromactingasa“‘passiveparticipant’inasystemofracialexclusionpracticedbyelementsofthelocalconstructionindustry”byallowingtaxdollars“tofinancetheevilofprivateprejudice.”Id.citing,Crosonat492.

A.GeographicScopeoftheData.ConcreteWorkscontendedthatCrosonprecludedthecourtfromconsideringempiricalevidenceofdiscriminationinthesix‐countyDenverMetropolitanStatisticalArea(MSA).Instead,itarguedCrosonwouldallowDenveronlytousedatadescribingdiscriminationwithintheCityandCountyofDenver.Id.at1520.

ThecourtstatedthatamajorityinCrosonobservedthatbecausediscriminationvariesacrossmarketareas,stateandlocalgovernmentscannotrelyonnationalstatisticsofdiscriminationintheconstructionindustrytodrawconclusionsaboutprevailingmarketconditionsintheirownregions.Id.at1520,citingCrosonat504.Therelevantareainwhichtomeasurediscrimination,then,isthelocalconstructionmarket,butthatisnotnecessarilyconfinedbyjurisdictionalboundaries.Id.

ThecourtsaidthatCrosonsupporteditsconsiderationofdatafromtheDenverMSAbecausethisdatawassufficientlygeographicallytargetedtotherelevantmarketarea.Id.Therecordrevealedthatover80percentofDenverDepartmentofPublicWorks(“DPW”)constructionanddesigncontractswereawardedtofirmslocatedwithintheDenverMSA.Id.at1520.Toconfine

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thepermissibledatatoagovernmentalbody’sstrictgeographicalboundaries,thecourtfound,wouldignoretheeconomicrealitythatcontractsareoftenawardedtofirmssituatedinadjacentareas.Id.

Thecourtsaidthatitisimportantthatthepertinentdatacloselyrelatetothejurisdictionalareaofthemunicipalitywhoseprogramisscrutinized,buthereDenver’scontractingactivity,insofarasconstructionworkwasconcerned,wascloselyrelatedtotheDenverMSA.Id.at1520.Therefore,thecourtheldthatdatafromtheDenverMSAwasadequatelyparticularizedforstrictscrutinypurposes.Id.

B.AnecdotalEvidence.ConcreteWorksarguedthatthedistrictcourtcommittedreversibleerrorbyconsideringsuchnon‐empiricalevidenceofdiscriminationastestimonyfromminorityandwomen‐ownedfirmsdeliveredduringpublichearings,affidavitsfromMBEsandWBEs,summariesoftelephoneinterviewsthatDenverofficialsconductedwithMBEsandWBEs,andreportsgeneratedduringOfficeofAffirmativeActioncomplianceinvestigations.Id.

Thecourtstatedthatselectiveanecdotalevidenceaboutminoritycontractors’experiences,withoutmore,wouldnotprovideastrongbasisinevidencetodemonstratepublicorprivatediscriminationinDenver’sconstructionindustrysufficienttopassconstitutionalmusterunderCroson.Id.at1520.

Personalaccountsofactualdiscriminationortheeffectsofdiscriminatorypracticesmay,accordingtothecourt,however,vividlycomplementempiricalevidence.Id.Thecourtconcludedthatanecdotalevidenceofamunicipality’sinstitutionalpracticesthatexacerbatediscriminatorymarketconditionsareoftenparticularlyprobative.Id.Therefore,thegovernmentmayincludeanecdotalevidenceinitsevidentiarymosaicofpastorpresentdiscrimination.Id.

ThecourtpointedoutthatinthecontextofemploymentdiscriminationsuitsarisingunderTitleVIIoftheCivilRightsActof1964,theSupremeCourthasstatedthatanecdotalevidencemaybring“coldnumbersconvincinglytolife.”Id.at1520,quoting,InternationalBhd.ofTeamstersv.UnitedStates,431U.S.324,339(1977).Infact,thecourtfound,themajorityinCrosonimpliedlyendorsedtheinclusionofpersonalaccountsofdiscrimination.Id.at1521.Thecourtthusdeemedanecdotalevidenceofpublicandprivateraceandgenderdiscriminationappropriatesupplementaryevidenceinthestrictscrutinycalculus.Id.

C.Post–EnactmentEvidence.ConcreteWorksarguedthatthecourtshouldconsideronlyevidenceofdiscriminationthatexistedpriortoDenver’senactmentoftheOrdinance.Id.InCroson,thecourtnotedthattheSupremeCourtunderscoredthatamunicipality“mustidentify[the]discrimination...withsomespecificitybefore[it]mayuserace‐consciousrelief.”Id.at1521,quoting,Croson,488U.S.at504(emphasisadded).Absentanypre‐enactmentevidenceofdiscrimination,thecourtsaidamunicipalitywouldbeunabletosatisfyCroson.Id.

However,thecourtdidnotreadCroson’sevidentiaryrequirementasforeclosingtheconsiderationofpost‐enactmentevidence.Id.at1521.Post‐enactmentevidence,ifcarefullyscrutinizedforitsaccuracy,thecourtfoundwouldoftenprovequiteusefulinevaluatingtheremedialeffectsorshortcomingsoftherace‐consciousprogram.Id.This,thecourtnotedwasespeciallytrueinthiscase,whereDenverfirstimplementedalimitedaffirmativeactionprogramin1983andhassincemodifiedandexpandeditsscope.Id.

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Thecourtheldthestrongweightofauthorityendorsestheadmissibilityofpost‐enactmentevidencetodeterminewhetheranaffirmativeactioncontractprogramcomplieswithCroson.Id.at1521.Thecourtagreedthatpost‐enactmentevidencemayproveusefulforacourt’sdeterminationofwhetheranordinance’sdeviationfromthenormofequaltreatmentisnecessary.Id.Thus,evidenceofdiscriminationexistingsubsequenttoenactmentofthe1990Ordinance,thecourtconcludedwasproperlybeforeit.Id.

D.BurdensofProductionandProof.ThecourtstatedthattheSupremeCourtinCrosonstruckdowntheCityofRichmond’sminorityset‐asideprogrambecausetheCityfailedtoprovideanadequateevidentiaryshowingofpastorpresentdiscrimination.Id.at1521,citing,Croson,488U.S.at498–506.ThecourtpointedoutthatbecausetheFourteenthAmendmentonlytoleratesrace‐consciousprogramsthatnarrowlyseektoremedyidentifieddiscrimination,theSupremeCourtinCrosonexplainedthatstateandlocalgovernments“mustidentifythatdiscrimination...withsomespecificitybeforetheymayuserace‐consciousrelief.”Id.,citingCroson,at504.ThecourtsaidthattheSupremeCourt’sbenchmarkforjudgingtheadequacyofthegovernment’sfactualpredicateforaffirmativeactionlegislationwaswhetherthereexistsa“strongbasisinevidencefor[thegovernment’s]conclusionthatremedialactionwasnecessary.”Id.,quoting,Croson,at500.

AlthoughCrosonplacestheburdenofproductiononthemunicipalitytodemonstratea“strongbasisinevidence”thatitsrace‐andgender‐consciouscontractprogramaimstoremedyspecificallyidentifiedpastorpresentdiscrimination,thecourtheldtheFourteenthAmendmentdoesnotrequireacourttomakeanultimatejudicialfindingofdiscriminationbeforeamunicipalitymaytakeaffirmativestepstoeradicatediscrimination.Id.at1521,citing,Wygant,476U.S.at292(O’Connor,J.,concurringinpartandconcurringinthejudgment).Anaffirmativeactionresponsetodiscriminationissustainableagainstanequalprotectionchallengesolongasitispredicateduponstrongevidenceofdiscrimination.Id.at1522,citing,Croson,488U.S.at504.

Aninferenceofdiscrimination,thecourtfound,maybemadewithempiricalevidencethatdemonstrates“asignificantstatisticaldisparitybetweenthenumberofqualifiedminoritycontractors...andthenumberofsuchcontractorsactuallyengagedbythelocalityorthelocality’sprimecontractors.”Id.at1522,quoting,Crosonat509(plurality).ThecourtconcludedthatitdidnotreadCrosontorequireanattempttocraftaprecisemathematicalformulatoassessthequantumofevidencethatrisestotheCroson“strongbasisinevidence”benchmark.Id.That,thecourtstated,mustbeevaluatedonacase‐by‐casebasis.Id.

Thecourtsaidthattheadequacyofamunicipality’sshowingofdiscriminationmustbeevaluatedinthecontextofthebreadthoftheremedialprogramadvancedbythemunicipality.Id.at1522,citing,Crosonat498.Ultimately,whetherastrongbasisinevidenceofpastorpresentdiscriminationexists,therebyestablishingacompellinginterestforthemunicipalitytoenactarace‐consciousordinance,thecourtfoundisaquestionoflaw.Id.Underlyingthatlegalconclusion,however,thecourtnotedarefactualdeterminationsabouttheaccuracyandvalidityofamunicipality’sevidentiarysupportforitsprogram.Id.

Notwithstandingtheburdenofinitialproductionthatrestswiththemunicipality,“[t]heultimateburden[ofproof]remainswith[thechallengingparty]todemonstratetheunconstitutionalityofanaffirmative‐actionprogram.”Id.at1522,quoting,Wygant,476U.S.at277–78(plurality).Thus,thecourtstatedthatonceDenverpresentedadequatestatisticalevidenceofpreciselydefineddiscriminationintheDenverareaconstructionmarket,itbecameincumbentuponConcreteWorkseithertoestablishthatDenver’sevidencedidnotconstitute

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strongevidenceofsuchdiscriminationorthattheremedialstatutewasnotnarrowlydrawn.Id.at1523.AbsentsuchashowingbyConcreteWorks,thecourtsaid,summaryjudgmentupholdingDenver’sOrdinancewouldbeappropriate.Id.

E.EvidentiaryPredicateUnderlyingDenver’sOrdinance.TheevidenceofdiscriminationthatDenverpresentstodemonstrateacompellinggovernmentinterestinenactingtheOrdinanceconsistedofthreecategories:(1)evidenceofdiscriminationincitycontractingfromthemid–1970sto1990;(2)dataaboutMBEandWBEutilizationintheoverallDenverMSAconstructionmarketbetween1977and1992;and(3)anecdotalevidencethatincludedpersonalaccountsbyMBEsandWBEswhohaveexperiencedbothpublicandprivatediscriminationandtestimonyfromcityofficialswhodescribeinstitutionalgovernmentalpracticesthatperpetuatepublicdiscrimination.Id.at1523.

1.DiscriminationintheAwardofPublicContracts.ThecourtconsideredtheevidencethatDenverpresentedtodemonstrateunderutilizationofMBEsandWBEsintheawardofcitycontractsfromthemid1970sto1990.ThecourtfoundthatDenverofferedpersuasivepiecesofevidencethat,consideredintheabstract,couldgiverisetoaninferenceofrace‐andgender‐basedpublicdiscriminationonisolatedpublicworksprojects.Id.at1523.However,thecourtalsofoundtherecordshowedthatMBEandWBEutilizationonpubliccontractsasawholeduringthisperiodwasstrongincomparisontothetotalnumberofMBEsandWBEswithinthelocalconstructionindustry.Id.at1524.Denverofferedarebuttaltothismoregeneralevidence,butthecourtstateditwasclearthattheweighttobegivenbothtothegeneralevidenceandtothespecificevidencerelatingtoindividualcontractspresentedgenuinedisputesofmaterialfacts.

Thecourtthenengagedinananalysisofthefactualrecordandanidentificationofthegenuinematerialissuesoffactarisingfromtheparties’competingevidence.

(a) Federal Agency Reports of Discrimination in Denver.DenversubmittedfederalagencyreportsofdiscriminationinDenverpubliccontractawards.Id.at1524.Therecordcontainedasummaryofa1978studybytheUnitedStatesGeneralAccountingOffice(“GAO”),whichshowedthatbetween1975and1977minoritybusinessesweresignificantlyunderrepresentedintheperformanceofDenverpubliccontractsthatwerefinancedinwholeorinpartbyfederalgrants.Id.

ConcreteWorksarguedthatamaterialfactissuearoseaboutthevalidityofthisevidencebecause“the1978GAOReportwasnothingmorethanalistingoftheproblemsfacedbyallsmallfirms,firststartingoutinbusiness.”Id.at1524.Thecourtpointedout,however,ConcreteWorksignoredtheGAOReport’sempiricaldata,whichquantifiedtheactualdisparitybetweentheutilizationofminoritycontractorsandtheirrepresentationinthelocalconstructionindustry.Id.Inaddition,thecourtnotedthattheGAOReportreflectedthefindingsofanobjectivethirdparty.Id.Becausethisdataremaineduncontested,notwithstandingConcreteWorks’conclusoryallegationstothecontrary,thecourtfoundthe1978GAOReportprovidedevidencetosupportDenver’sshowingofdiscrimination.Id.

AddedtotheGAOfindingswasa1979letterfromtheUnitedStatesDepartmentofTransportation(“USDOT”)totheMayoroftheCityofDenver,describingtheUSDOTOfficeofCivilRights’studyofDenver’sdiscriminatorycontractingpracticesatStapletonInternationalAirport.Id.at1524.USDOTthreatenedtowithholdadditionalfederalfundingforStapletonbecauseDenverhad“deniedminoritycontractorsthebenefitsof,excludedthemfrom,or

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otherwisediscriminatedagainstthemconcerningcontractingopportunitiesatStapleton,”inviolationofTitleVIoftheCivilRightsActof1964andotherfederallaws.Id.

ThecourtdiscussedthefollowingdataasreflectedofthelowlevelofMBEandWBEutilizationonStapletoncontractspriortoDenver’sadoptionofanMBEandWBEgoalsprogramatStapletonin1981:fortheyears1977to1980,respectively,MBEutilizationwas0percent,3.8percent,.7percent,and2.1percent;dataonWBEutilizationwasunknownfortheyears1977to1979,anditwas.05percentfor1980.Id.at1524.

ThecourtstatedthatlikeitsunconvincingattempttodiscredittheGAOReport,ConcreteWorkspresentednoevidencetochallengethevalidityofUSDOT’sallegations.Id.ConcreteWorks,thecourtsaid,failedtointroduceevidencerefutingthesubstanceofUSDOT’sinformation,attackingitsmethodology,orchallengingthelowutilizationfiguresforMBEsatStapletonbefore1981.Id.at1525.Thus,accordingtothecourt,ConcreteWorksfailedtocreateagenuineissueoffactabouttheconclusionsintheUSDOT’sreport.Id.Insum,thecourtfoundthefederalagencyreportsofdiscriminationinDenver’scontractawardssupportedDenver’scontentionthatraceandgenderdiscriminationexistedpriortotheenactmentofthechallengedOrdinance.Id.

(b) Denver’s Reports of Discrimination.Denverpointedtoevidenceofpublicdiscriminationpriorto1983,theyearthatthefirstDenverordinancewasenacted.Id.at1525.A1979DPW“MajorBondProjectsFinalReport,”whichreviewedMBEandWBEutilizationonprojectsfundedbythe1972and1974bondreferendaandthe1975and1976revenuebonds,thecourtsaid,showedstrongevidenceofunderutilizationofMBEsandWBEs.Id.BasedonthisReport’sdescriptionoftheapproximately$85millionincontractawards,therewas0percentMBEandWBEutilizationforprofessionaldesignandconstructionmanagementprojects,andlessthan1percentutilizationforconstruction.Id.TheReportconcludedthatifMBEsandWBEshadbeenutilizedinthesameproportionasfoundintheconstructionindustry,5percentofthecontractdollarswouldhavebeenawardedtoMBEsandWBEs.Id.

Tounderminethisdata,ConcreteWorksallegedthattheDPWReportcontained“noinformationaboutthenumberofminorityorwomenownedfirmsthatwereused”onthesebondprojects.Id.at1525.However,thecourtconcludedtheReport’sdescriptionofMBEandWBEutilizationintermsofcontractdollarsprovidedamoreaccuratedepictionoftotalutilizationthanwouldthemerenumberofMBEandWBEfirmsparticipatingintheseprojects.Id.Thus,thecourtsaidthislineofattackbyConcreteWorkswasunavailing.Id.

ConcreteWorksalsoadvancedexperttestimonythatDenver’sdatademonstratedstrongMBEandWBEutilizationonthetotalDPWcontractsawardedbetween1978and1982.Id.Denverrespondedbypointingoutthatbecausefederalandcityaffirmativeactionprogramswereinplacefromthemid–1970stothepresent,thisoverallDPWdatareflectedtheintendedremedialeffectonMBEandWBEutilizationoftheseprograms.Id.at1526.BasedonitscontentionthattheoverallDPWdatawastherefore“tainted”anddistortedbythesepre‐existingaffirmativeactiongoalsprograms,Denveraskedthecourttofocusinsteadonthedatageneratedfromspecificpubliccontractprogramsthatwere,foronereasonoranother,insulatedfromfederalandlocalaffirmativeactiongoalsprograms,i.e.“non‐goalspublicprojects.”Id.

Giventhatthesamelocalconstructionindustryperformedbothgoalsandnon‐goalspubliccontracts,Denverarguedthatdatageneratedonnon‐goalspublicprojectsofferedacontrolgroupwithwhichthecourtcouldcompareMBEandWBEutilizationonpubliccontractsgovernedbyagoalsprogramandthoseinsulatedfromsuchgoalrequirements.Id.Denver

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arguedthattheutilizationofMBEsandWBEsonnon‐goalsprojectswasthebettertestofwhethertherehadbeendiscriminationhistoricallyinDenvercontractingpractices.Id.at1526.

DGSdata.Thefirstsetofdatafromnon‐goalspublicprojectsthatDenveridentifiedwereMBEandWBEdisparityindicesonDenverDepartmentofGeneralServices(“DGS”)contracts,whichrepresentedone‐thirdofallcityconstructionfundingandwhich,priortotheenactmentofthe1990Ordinance,werenotsubjecttothegoalsprograminstitutedintheearlierordinancesforDPWcontracts.Id.at1526.TheDGSdata,thecourtfound,revealedextremelylowMBEandWBEutilization.Id.ForMBEs,theDGSdatashoweda.14disparityindexin1989anda.19disparityindexin1990—evidencethecourtstatedwasofsignificantunderutilization.Id.ForWBEs,thedisparityindexwas.47in1989and1.36in1990—thelatter,thecourtsaidshowedgreaterthanfullparticipationandtheformerdemonstratingunderutilization.Id.

ThecourtnotedthatitdidnothavethebenefitofrelevantauthoritywithwhichtocompareDenver’sdisparityindicesforWBEs.Nevertheless,thecourtconcludedDenver’sdataindicatedsignificantWBEunderutilizationsuchthattheOrdinance’sgenderclassificationarosefrom“reasonedanalysisratherthanthroughthemechanicalapplicationoftraditional,ofteninaccurate,assumptions.”Id.at1526,n.19,quoting,MississippiUniv.ofWomen,458U.S.at726.

DPWdata.ThesecondsetofdatapresentedbyDenver,thecourtsaid,reflecteddistinctMBEandWBEunderutilizationonnon‐goalspublicprojectsconsistingofseparateDPWprojectsonwhichnogoalsprogramwasimposed.Id.at1527.ConcreteWorks,accordingtothecourt,attemptedtotrivializethesignificanceofthisdatabycontendingthattheprojects,indollarterms,reflectedasmallfractionofthetotalDenverMSAconstructionmarket.Id.But,thecourtnotedthatConcreteWorksmissedthepointbecausethedatawasnotintendedtoreflectconditionsintheoverallmarket.Id.Insteadthedatadealtsolelywiththeutilizationlevelsforcity‐fundedprojectsonwhichnoMBEandWBEgoalswereimposed.Id.Thecourtfoundthatitwasparticularlytellingthatthedisparityindexsignificantlydeterioratedonprojectsforwhichthecitydidnotestablishminorityandgenderparticipationgoals.Id.InsofarasConcreteWorksdidnotattackthedataonanyothergrounds,thecourtconsidereditwaspersuasiveevidenceofunderlyingdiscriminationintheDenverconstructionmarket.Id.

Empiricaldata.ThethirdevidentiaryitemsupportingDenver’scontentionthatpublicdiscriminationexistedpriortoenactmentofthechallengedOrdinancewasempiricaldatafrom1989,generatedafterDenvermodifieditsrace‐andgender‐consciousprogram.Id.at1527.InthewakeofCroson,DenveramendeditsprogrambyeliminatingtheminimumannualgoalsprogramforMBEandWBEparticipationandbyrequiringMBEsandWBEstodemonstratethattheyhadsufferedfrompastdiscrimination.Id.

Thismodification,thecourtsaid,resultedinanoticeabledeclineintheshareofDPWconstructiondollarsawardedtoMBEs.Id.From1985to1988(priortothe1989modificationofDenver’sprogram),DPWconstructiondollarsawardedtoMBEsrangedfrom17tonearly20percentoftotaldollars.Id.However,thecourtnotedthefiguredroppedto10.4percentin1989,aftertheprogrammodificationstookeffect.Id.at1527.LiketheDGSandnon‐goalsDPWprojects,this1989data,thecourtconcluded,furthersupportedtheinferencethatMBEandWBEutilizationsignificantlydeclinedafterdeletionofagoalsprogramorrelaxationoftheminimumMBEandWBEutilizationgoalrequirements.Id.

Nonetheless,thecourtstateditmustconsiderDenver’sempiricalsupportforitscontentionthatpublicdiscriminationexistedpriortotheenactmentoftheOrdinanceinthecontextoftheoverallDPWdata,whichshowedconsistentlystrongMBEandWBEutilizationfrom1978tothe

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present.Id.at1528.ThecourtnotedthatalthoughDenver’sargumentmayprovepersuasiveattrialthatthenon‐goalsprojectswerethemostreliableindiciaofdiscrimination,therecordonsummaryjudgmentcontainedtwosetsofdata,onethatgaverisetoaninferenceofdiscriminationandtheotherthatunderminedsuchaninference.Id.Thisdiscrepancy,thecourtfound,highlightedwhysummaryjudgmentwasinappropriateonthisrecord.Id.

Availabilitydata.ThecourtconcludedthatuncertaintyaboutthecapacityofMBEsandWBEsinthelocalmarkettocompetefor,andperform,thepublicprojectsforwhichtherewasunderutilizationofMBEsandWBEsfurtherhighlightedwhytherecordwasnotripeforsummaryjudgment.Id.at1528.AlthoughDenver’sdatausedasitsbaselinethepercentageoffirmsinthelocalconstructionmarketthatwereMBEsandWBEs,ConcreteWorksarguedthatamoreaccurateindicatorwouldconsiderthecapacityoflocalMBEsandWBEstoundertakethework.Id.ThecourtsaidthatuncertaintyaboutthecapacityofMBEsandWBEsinthelocalmarkettocompetefor,andperform,thepublicprojectsforwhichtherewasunderutilizationofMBEsandWBEsfurtherhighlightedwhytherecordwasnotripeforsummaryjudgment.Id.

ThecourtagreedwiththeothercircuitswhichhadatthattimeinterpretedCrosonimpliedlytopermitamunicipalitytorely,asdidDenver,ongeneraldatareflectingthenumberofMBEsandWBEsinthemarketplacetodefeatthechallenger’ssummaryjudgmentmotionorrequestforapreliminaryinjunction.Id.at1527citing,ContractorsAss’n,6F.3dat1005(comparingMBEparticipationincitycontractswiththe“percentageof[MBE]availabilityorcompositioninthe‘population’ofPhiladelphiaareaconstructionfirms”);AssociatedGen.Contractors,950F.2dat1414(relyingonavailabilitydatatoconcludethatcitypresented“detailedfindingsofpriordiscrimination”);ConeCorp.,908F.2dat916(statisticaldisparitybetween“thetotalpercentageofminoritiesinvolvedinconstructionandtheworkgoingtominorities”showsthat“theracialclassificationintheCountyplan[was]necessary”).

But,thecourtfoundConcreteWorkshadidentifiedalegitimatefactualdisputeabouttheaccuracyofDenver’sdataandquestionedwhetherDenver’srelianceonthepercentageofMBEsandWBEsavailableinthemarketplaceoverstated“theabilityofMBEsorWBEstoconductbusinessrelativetotheindustryasawholebecauseM/WBEstendtobesmallerandlessexperiencedthannonminority‐ownedfirms.”Id.at1528.Inotherwords,thecourtsaid,adisparityindexcalculatedonthebasisoftheabsolutenumberofMBEsinthelocalmarketmayshowgreaterunderutilizationthandoesdatathattakesintoconsiderationthesizeofMBEsandWBEs.Id.

ThecourtstatedthatitwasnotimplyingthatavailabilitywasnotanappropriatebarometertocalculateMBEandWBEutilization,nordiditcastaspersionsondatathatsimplyusedrawnumbersofMBEsandWBEscomparedtonumbersoftotalfirmsinthemarket.Id.Thecourtconcluded,however,oncecredibleinformationaboutthesizeorcapacityofthefirmswasintroducedintherecord,itbecameafactorthatthecourtshouldconsider.Id.

Denverpresentedseveralresponses.Id.at1528.Itarguedthataconstructionfirm’sprecise“capacity”atagivenmomentintimebeliedquantificationduetotheindustry’shighlyelasticnature.Id.DPWcontractsrepresentedlessthan4percentoftotalMBErevenuesandlessthan2percentofWBErevenuesin1989,therebythecourtsaid,stronglyimpliedthatMBEandWBEparticipationinDPWcontractsdidnotrenderthesefirmsincapableofconcurrentlyundertakingadditionalwork.Id.at1529.DenverpresentedevidencethatmostMBEsandWBEshadneverparticipatedincitycontracts,“althoughalmostallfirmscontactedindicatedthattheywereinterestedinCitywork.”Id.OfthoseMBEsandWBEswhohavereceivedworkfromDPW,

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availabledatashowedthatlessthan10percentoftheirtotalrevenueswerefromDPWcontracts.Id.

Thecourtheldallofthebackandforthargumentshighlightedthatthereweregenuineandmaterialfactualdisputesintherecord,andthatsuchdisputesabouttheaccuracyofDenver’sdatashouldnotberesolvedatsummaryjudgment.Id.at1529.

(c) Evidence of Private Discrimination in the Denver MSA.Inrecognitionthatamunicipalityhasacompellinginterestintakingaffirmativestepstoremedybothpublicandprivatediscriminationspecificallyidentifiedinitsarea,thecourtalsoconsidereddataaboutconditionsintheoverallDenverMSAconstructionindustrybetween1977and1992.Id.at1529.ThecourtstatedthatgivenDPWandDGSconstructioncontractsrepresentedapproximately2percentofallconstructionintheDenverMSA,DenverMSAindustrydatasharpenedthepictureoflocalmarketconditionsforMBEsandWBEs.Id.

AccordingtoDenver’sexpertaffidavits,theMBEdisparityindexintheDenverMSAwas.44in1977,.26in1982,and.43in1990.Id.ThecorrespondingWBEdisparityindiceswere.46in1977,.30in1982,and.42in1989.Id.Thispre‐enactmentevidenceoftheoverallDenverMSAconstructionmarket—i.e.combinedpublicandprivatesectorutilizationofMBEsandWBEs—thecourtfoundgaverisetoaninferencethatlocalprimecontractorsdiscriminatedonthebasisofraceandgender.Id.

Thecourtpointedoutthatratherthanofferinganyevidenceinrebuttal,ConcreteWorksmerelystatedthatthisempiricalevidencedidnotprovethattheDenvergovernmentitselfdiscriminatedagainstMBEsandWBEs.Id.at1529.ConcreteWorksaskedthecourttodefinetheappropriatemarketaslimitedtocontractswiththeCityandCountyofDenver.Id.But,thecourtsaidthatsucharequestignoredthelessonofCrosonthatamunicipalitymaydesignprogramstopreventtaxdollarsfrom“financ[ing]theevilofprivateprejudice.”Id.,quoting,Croson,488U.S.at492.

ThecourtfoundthatwhattheDenverMSAdatadidnotindicate,however,waswhethertherewasanylinkagebetweenDenver’sawardofpubliccontractsandtheDenverMSAevidenceofindustry‐widediscrimination.Id.at1529.ThecourtsaiditcouldnottellwhetherDenverindirectlycontributedtoprivatediscriminationbyawardingpubliccontractstofirmsthatinturndiscriminatedagainstMBEand/orWBEsubcontractorsinotherprivateportionsoftheirbusinessorwhethertheprivatediscriminationwaspracticedbyfirmswhodidnotreceiveanypubliccontracts.Id.

NeitherCrosonnoritsprogeny,thecourtpointedout,clearlystatedwhetherprivatediscriminationthatwasinnowayfundedwithpublictaxdollarscould,byitself,providetherequisitestrongbasisinevidencenecessarytojustifyamunicipality’saffirmativeactionprogram.Id.ThecourtsaidapluralityinCrosonsuggestedthatremedialmeasurescouldbejustifieduponamunicipality’sshowingthat“ithadessentiallybecomea‘passiveparticipant’inasystemofracialexclusionpracticedbyelementsofthelocalconstructionindustry.”Id.at1529,quoting,Croson,488U.S.at492.

ThecourtconcludedthatCrosondidnotrequirethemunicipalitytoidentifyanexactlinkagebetweenitsawardofpubliccontractsandprivatediscrimination,butsuchevidencewouldatleastenhancethemunicipality’sfactualpredicateforarace‐andgender‐consciousprogram.Id.at1529.TherecordbeforethecourtdidnotexplaintheDenvergovernment’srolein

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contributingtotheunderutilizationofMBEsandWBEsintheprivateconstructionmarketintheDenverMSA,andthecourtstatedthatthismaybeafruitfulissuetoexploreattrial.Id.at1530.

(d). Anecdotal Evidence.Therecord,accordingtothecourt,containednumerouspersonalaccountsbyMBEsandWBEs,aswellasprimecontractorsandcityofficials,describingdiscriminatorypracticesintheDenverconstructionindustry.Id.at1530.Suchanecdotalevidencewascollectedduringpublichearingsin1983and1988,interviews,thesubmissionofaffidavits,andcasestudiesperformedbyaconsultingfirmthatDenveremployedtoinvestigatepublicandprivatemarketconditionsin1990,priortotheenactmentofthe1990Ordinance.Id.

Thccourtindicatedagainthatanecdotalevidenceaboutminority‐andwomen‐ownedcontractors’experiencescouldbolsterempiricaldatathatgaverisetoaninferenceofdiscrimination.Id.at1530.Whileafactfinder,thecourtstated,shouldaccordlessweighttopersonalaccountsofdiscriminationthatreflectisolatedincidents,anecdotalevidenceofamunicipality’sinstitutionalpracticescarrymoreweightduetothesystemicimpactthatsuchinstitutionalpracticeshaveonmarketconditions.Id.

ThecourtnotedthatinadditiontotheindividualaccountsofdiscriminationthatMBEsandWBEshadencounteredintheDenverMSA,Cityaffirmativeactionofficialsexplainedthatchangeordersofferedaconvenientmeansofskirtingprojectgoalsbypermittingwhatwouldotherwisebeanewconstructionproject(andthussubjecttotheMBEandWBEparticipationrequirements)tobecharacterizedasanextensionofanexistingprojectandthuswithinDGS’sbailiwick.Id.at1530.Anassistantcityattorney,thecourtsaid,alsorevealedthatprojectshavebeenlabelled“remodeling,”asopposedto“reconstruction,”becausetheformerfallwithinDGS,andthuswerenotsubjecttoMBEandWBEgoalspriortotheenactmentofthe1990Ordinance.Id.at1530.ThecourtconcludedovertheobjectofConcreteWorksthatthisanecdotalevidencecouldbeconsideredinconjunctionwithDenver’sstatisticalanalysis.Id.

2.Summary.ThecourtsummarizeditsrulingbyindicatingDenverhadcompiledsubstantialevidencetosupportitscontentionthattheOrdinancewasenactedtoremedypastrace‐andgender‐baseddiscrimination.Id.at1530.ThecourtfoundincontrasttothepredicatefactsonwhichRichmondunsuccessfullyreliedinCroson,thatDenver’sevidenceofdiscriminationbothintheawardofpubliccontractsandwithintheoverallDenverMSAwasparticularizedandgeographicallytargeted.Id.ThecourtemphasizedthatDenverneednotnegateallevidenceofnon‐discrimination,norwasitDenver’sburdentoprovejudiciallythatdiscriminationdidexist.Id.Rather,thecourtheld,Denverneedonlycomeforwardwitha“strongbasisinevidence”thatitsOrdinancewasanarrowly‐tailoredresponsetospecificallyidentifieddiscrimination.Id.Then,thecourtsaiditbecameConcreteWorks’burdentoshowthattherewasnosuchstrongbasisinevidencetosupportDenver’saffirmativeactionlegislation.Id.

ThecourtalsostatedthatConcreteWorkshadspecificallyidentifiedpotentialflawsinDenver’sdataandhadputforthevidencethatDenver’sdatafailedtosupportaninferenceofeitherpublicorprivatediscrimination.Id.at1530.WithrespecttoDenver’sevidenceofpublicdiscrimination,forexample,thecourtfoundoverallDPWdatademonstratedstrongMBEandWBEutilization,yetdataforisolatedDPWprojectsandDGScontractawardssuggestedtothecontrary.Id.Thepartiesofferedconflictingrationalesforthisdisparatedata,andthecourtconcludedtherecorddidnotprovideaclearexplanation.Id.Inaddition,thecourtsaidthatConcreteWorkspresentedalegitimatecontentionthatDenver’sdisparityindicesfailedtoconsidertherelativelysmallsizeofMBEsandWBEs,whichthecourtnotedfurtherimpededitsabilitytodrawconclusionsfromtheexistingrecord.Id.at1531.

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Significantly,thecourtpointedoutthatbecauseConcreteWorksdidnotchallengethedistrictcourt’sconclusionwithrespecttothesecondprongofCroson’sstrictscrutinystandard—i.e.thattheOrdinancewasnarrowlytailoredtoremedypastandpresentdiscrimination—thecourtneednotanddidnotaddressthisissue.Id.at1531.

Onremand,thecourtstatedthepartiesshouldbepermittedtodevelopafactualrecordtosupporttheircompetinginterpretationsoftheempiricaldata.Id.at1531.Accordingly,thecourtreversedthedistrictcourtrulinggrantingsummaryjudgmentandremandedthecaseforfurtherproceedings.SeeConcreteWorksofColoradov.CityandCountyofDenver,321F.3d950(10thCir.2003).

12. Associated Gen. Contractors of California, Inc. v. Coalition for Econ. Equity (“AGCC”), 950 F.2d 1401 (9th Cir. 1991) 

InAssociatedGen.ContractorsofCalifornia,Inc.v.CoalitionforEcon.Equity(“AGCC”),theNinthCircuitCourtofAppealsdeniedplaintiffsrequestforpreliminaryinjunctiontoenjoinenforcementofthecity’sbidpreferenceprogram.950F.2d1401(9thCir.1991).Althoughanoldercase,AGCCisinstructiveastotheanalysisconductedbytheNinthCircuit.Thecourtdiscussedtheutilizationofstatisticalevidenceandanecdotalevidenceinthecontextofthestrictscrutinyanalysis.Id.at1413‐18.

TheCityofSanFranciscoadoptedanordinancein1989providingbidpreferencestoprimecontractorswhoweremembersofgroupsfounddisadvantagedbypreviousbiddingpractices,andspecificallyprovideda5percentbidpreferenceforLBEs,WBEsandMBEs.950F.2dat1405.LocalMBEsandWBEswereeligiblefora10percenttotalbidpreference,representingthecumulativetotalofthefivepercentpreferencegivenLocalBusinessEnterprises(“LBEs”)andthe5percentpreferencegivenMBEsandWBEs.Id.Theordinancedefined“MBE”asaneconomicallydisadvantagedbusinessthatwasownedandcontrolledbyoneormoreminoritypersons,whichweredefinedtoincludeAsian,blacksandLatinos.“WBE”wasdefinedasaneconomicallydisadvantagedbusinessthatwasownedandcontrolledbyoneormorewomen.Economicallydisadvantagedwasdefinedasabusinesswithaveragegrossannualreceiptsthatdidnotexceed$14million.Id.

TheMotionforPreliminaryInjunctionchallengedtheconstitutionalityoftheMBEprovisionsofthe1989OrdinanceinsofarasitpertainedtoPublicWorksconstructioncontracts.Id.at1405.ThedistrictcourtdeniedtheMotionforPreliminaryInjunctionontheAGCC’sconstitutionalclaimonthegroundthatAGCCfailedtodemonstratealikelihoodofsuccessonthemerits.Id.at1412.

TheNinthCircuitCourtofAppealsappliedthestrictscrutinyanalysisfollowingthedecisionoftheU.S.SupremeCourtinCityofRichmondv.Croson.ThecourtstatedthataccordingtotheU.S.SupremeCourtinCroson,amunicipalityhasacompellinginterestinginredressing,notonlydiscriminationcommittedbythemunicipalityitself,butalsodiscriminationcommittedbyprivatepartieswithinthemunicipalities’legislativejurisdiction,solongasthemunicipalityinsomewayperpetuatedthediscriminationtoberemediedbytheprogram.Id.at1412‐13,citingCrosonat488U.S.at491‐92,537‐38.Tosatisfythisrequirement,“thegovernmentalactorneednotbeanactiveperpetratorofsuchdiscrimination;passiveparticipationwillsatisfythissub‐partofstrictscrutinyreview.”Id.at1413,quotingCoralConstructionCompanyv.KingCounty,941F.2d910at916(9thCir.1991).Inaddition,the[m]ereinfusionoftaxdollarsintoadiscriminatoryindustrymaybesufficientgovernmentalinvolvementtosatisfythisprong.”Id.at1413quotingCoralConstruction,941F.2dat916.

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ThecourtpointedoutthattheCityhadmadedetailedfindingsofpriordiscriminationinconstructionandbuildingwithinitsborders,hadtestimonytakenatmorethantenpublichearingsandreceivednumerouswrittensubmissionsfromthepublicaspartofitsanecdotalevidence.Id.at1414.TheCityDepartmentscontinuedtodiscriminateagainstMBEsandWBEsandcontinuedtooperateunderthe“oldboynetwork”inawardingcontracts,therebydisadvantagingMBEsandWBEs.Id.And,theCityfoundthatlargestatisticaldisparitiesexistedbetweenthepercentageofcontractsawardedtoMBEsandthepercentageofavailableMBEs.950F.2dat1414.ThecourtstatedtheCityalsofound“discriminationintheprivatesectoragainstMBEsandWBEsthatismanifestedinandexacerbatedbytheCity’sprocurementpractices.”Id.at1414.

TheNinthCircuitfoundthestudycommissionedbytheCityindicatedtheexistenceoflargedisparitiesbetweentheawardofcitycontractstoavailablenon‐minoritybusinessesandtoMBEs.Id.at1414.UsingtheCityandCountyofSanFranciscoasthe“relevantmarket,”thestudycomparedthenumberofavailableMBEprimeconstructioncontractorsinSanFranciscowiththeamountofcontractdollarsawardedbytheCitytoSanFrancisco‐basedMBEsforaparticularyear.Id.at1414.ThestudyfoundthatavailableMBEsreceivedfarfewercitycontractsinproportiontotheirnumbersthantheiravailablenon‐minoritycounterparts.Id.Specifically,thestudyfoundthatwithrespecttoprimeconstructioncontracting,disparitiesbetweenthenumberofavailablelocalAsian‐,black‐andHispanic‐ownedfirmsandthenumberofcontractsawardedtosuchfirmswerestatisticallysignificantandsupportedaninferenceofdiscrimination.Id.Forexample,inprimecontractingforconstruction,althoughMBEavailabilitywasdeterminedtobeat49.5percent,MBEdollarparticipationwasonly11.1percent.Id.TheNinthCircuitstatedthaninitsdecisioninCoralConstruction,itemphasizedthatsuchstatisticaldisparitiesare“aninvaluabletoolanddemonstratingthediscriminationnecessarytoestablishacompellinginterest.Id.at1414,citingtoCoralConstruction,941F.2dat918andCroson,488U.S.at509.

Thecourtnotedthattherecorddocumentsavastnumberofindividualaccountsofdiscrimination,whichbring“thecoldnumbersconvincinglytolife.Id.at1414,quotingCoralConstruction,941F.2dat919.TheseaccountsincludenumerousreportsofMBEsbeingdeniedcontractsdespitebeingthelowbidder,MBEsbeingtoldtheywerenotqualifiedalthoughtheywerelaterfoundqualifiedwhenevaluatedbyoutsideparties,MBEsbeingrefusedworkevenaftertheywereawardedcontractsaslowbidder,andMBEsbeingharassedbycitypersonneltodiscouragethemfrombiddingoncitycontracts.Idat1415.TheCitypointedtonumerousindividualaccountsofdiscrimination,thatan“oldboynetwork”stillexists,andthatracialdiscriminationisstillprevalentwithintheSanFranciscoconstructionindustry.Id.Thecourtfoundthatsucha“combinationofconvincinganecdotalandstatisticalevidenceispotent.”Id.at1415quotingCoralConstruction,941F.2dat919.

Thecourtalsostatedthatthe1989OrdinanceappliesonlytoresidentMBEs.TheCity,therefore,accordingtothecourt,appropriatelyconfineditsstudytothecitylimitsinordertofocusonthosewhomthepreferenceschemetargeted.Id.at1415.ThecourtnotedthatthestatisticsrelieduponbytheCitytodemonstratediscriminationinitscontractingprocessesconsideredonlyMBEslocatedwithintheCityofSanFrancisco.Id.

ThecourtpointedouttheCity’sfindingswerebasedupondozensofspecificinstancesofdiscriminationthatarelaidoutwithparticularityintherecord,aswellasthesignificantstatisticaldisparitiesintheawardofcontracts.ThecourtnotedthattheCitymustsimplydemonstratetheexistenceofpastdiscriminationwithspecificity,butthereisnorequirement

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thatthelegislativefindingsspecificallydetaileachandeveryincidencethatthelegislativebodyhasrelieduponinsupportofthisdecisionthataffirmativeactionisnecessary.Id.at1416.

Initsanalysisofthe“narrowlytailored”requirement,thecourtfocusedonthreecharacteristicsidentifiedbythedecisioninCrosonasindicativeofnarrowtailoring.First,anMBEprogramshouldbeinstitutedeitherafter,orinconjunctionwith,race‐neutralmeansofincreasingminoritybusinessparticipationinpubliccontracting.Id.at1416.Second,theplanshouldavoidtheuseof“rigidnumericalquotas.”Id.AccordingtotheSupremeCourt,systemsthatpermitwaiverinappropriatecasesandthereforerequiresomeindividualizedconsiderationoftheapplicantsposealesserdangerofoffendingtheConstitution.Id.Mechanismsthatintroduceflexibilityintothesystemalsopreventtheimpositionofadisproportionateburdenonafewindividuals.Id.Third,“anMBEprogrammustbelimitedinitseffectivescopetotheboundariesoftheenactingjurisdiction.Id.at1416quotingCoralConstruction,941F.2dat922.

ThecourtfoundthattherecordshowedtheCityconsidered,butrejectedasnotviable,specificrace‐neutralalternativesincludingafundtoassistnewlyestablishedMBEsinmeetingbondingrequirements.Thecourtstatedthat“whilestrictscrutinyrequiresserious,goodfaithconsiderationofrace‐neutralalternatives,strictscrutinydoesnotrequireexhaustionofeverypossiblesuchalternative…howeverirrational,costly,unreasonable,andunlikelytosucceedsuchalternativemaybe.”Id.at1417quotingCoralConstruction,941F.2dat923.ThecourtfoundtheCitytenyearsbeforehadattemptedtoeradicatediscriminationincitycontractingthroughpassageofarace‐neutralordinancethatprohibitedcitycontractorsfromdiscriminatingagainsttheiremployeesonthebasisofraceandrequiredcontractorstotakestepstointegratetheirworkforce;andthattheCitymadeandcontinuestomakeeffortstoenforcetheanti‐discriminationordinance.Id.at1417.Thecourtstatedinclusionofsuchrace‐neutralmeasuresisonefactorsuggestingthatanMBEplanisnarrowlytailored.Id.at1417.

ThecourtalsofoundthattheOrdinancepossessedtherequisiteflexibility.Ratherthanarigidquotasystem,theCityadoptedamoremodestsystemaccordingtothecourt,thatofbidpreferences.Id.at1417.Thecourtpointedoutthattherewerenogoals,quotas,orset‐asidesandmoreover,theplanremediesonlyspecificallyidentifieddiscrimination:theCityprovidespreferencesonlytothoseminoritygroupsfoundtohavepreviouslyreceivedalowerpercentageofspecifictypesofcontractsthantheiravailabilitytoperformsuchworkwouldsuggest.Id.at1417.

ThecourtrejectedtheargumentofAGCCthattopassconstitutionalmusteranyremedymustprovideredressonlytospecificindividualswhohavebeenidentifiedasvictimsofdiscrimination.Id.at1417,n.12.TheNinthCircuitagreedwiththedistrictcourtthataniron‐cladrequirementlimitinganyremedytoindividualspersonallyproventohavesufferedpriordiscriminationwouldrenderanyrace‐consciousremedy“superfluous,”andwouldthwarttheSupremeCourt’sdirectiveinCrosonthatrace‐consciousremediesmaybepermittedinsomecircumstances.Id.at1417,n.12.Thecourtalsofoundthattheburdensofthebidpreferencesonthosenotentitledtothemappear“relativelylightandwelldistributed.”Id.at1417.ThecourtstatedthattheOrdinancewas“limitedinitsgeographicalscopetotheboundariesoftheenactingjurisdiction.Id.at1418,quotingCoralConstruction,941F.2dat925.ThecourtfoundthatSanFranciscohadcarefullylimitedtheordinancetobenefitonlythoseMBEslocatedwithintheCity’sborders.Id.1418.

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13. Coral Construction Co. v. King County, 941 F.2d 910 (9th Cir. 1991) 

InCoralConstructionCo.v.KingCounty,941F.2d910(9thCir.1991),theNinthCircuitexaminedtheconstitutionalityofKingCounty,Washington’sminorityandwomenbusinessset‐asideprograminlightofthestandardsetforthinCityofRichmondv.J.A.CrosonCo.ThecourtheldthatalthoughtheCountypresentedampleanecdotalevidenceofdisparatetreatmentofMBEcontractorsandsubcontractors,thetotalabsenceofpre‐programenactmentstatisticalevidencewasproblematictothecompellinggovernmentinterestcomponentofthestrictscrutinyanalysis.Thecourtremandedtothedistrictcourtforadeterminationofwhetherthepost‐programenactmentstudiesconstitutedasufficientcompellinggovernmentinterest.Perthenarrowtailoringprongofthestrictscrutinytest,thecourtfoundthatalthoughtheprogramincludedrace‐neutralalternativemeasuresandwasflexible(i.e.,includedawaiverprovision),theoverbreadthoftheprogramtoincludeMBEsoutsideofKingCountywasfataltothenarrowtailoringanalysis.

Thecourtalsoremandedontheissueofwhethertheplaintiffswereentitledtodamagesunder42U.S.C.§§1981and1983,andinparticulartodeterminewhetherevidenceofcausationexisted.WithrespecttotheWBEprogram,thecourtheldtheplaintiffhadstandingtochallengetheprogram,andapplyingtheintermediatescrutinyanalysis,heldtheWBEprogramsurvivedthefacialchallenge.

InfindingtheabsenceofanystatisticaldatainsupportoftheCounty’sMBEProgram,thecourtmadeitclearthatstatisticalanalyseshaveservedandwillcontinuetoserveanimportantroleincasesinwhichtheexistenceofdiscriminationisadisputedissue.941F.2dat918.Thecourtnotedthatithasrepeatedlyapprovedtheuseofstatisticalprooftoestablishaprimafaciecaseofdiscrimination.Id.ThecourtpointedoutthattheU.S.SupremeCourtinCrosonheldthatwhere“grossstatisticaldisparitiescanbeshown,theyalonemayinapropercaseconstituteprimafacieproofofapatternorpracticeofdiscrimination.”Id.at918,quotingHazelwoodSchoolDist.v.UnitedStates,433U.S.299,307‐08,andCroson,488U.S.at501.

Thecourtpointsoutthatstatisticalevidencemaynotfullyaccountforthecomplexfactorsandmotivationsguidingemploymentdecisions,manyofwhichmaybeentirelyrace‐neutral.Id.at919.Thecourtnotedthattherecordcontainedaplethoraofanecdotalevidence,butthatanecdotalevidence,standingalone,suffersthesameflawsasstatisticalevidence.Id.at919.Whileanecdotalevidencemaysufficetoproveindividualclaimsofdiscrimination,rarely,accordingtothecourt,ifever,cansuchevidenceshowasystemicpatternofdiscriminationnecessaryfortheadoptionofanaffirmativeactionplan.Id.

Nonetheless,thecourtheldthatthecombinationofconvincinganecdotalandstatisticalevidenceispotent.Id.at919.Thecourtpointedoutthatindividualswhotestifiedabouttheirpersonalexperiencesbroughtthecoldnumbersofstatistics“convincinglytolife.”Id.at919,quotingInternationalBrotherhoodofTeamstersv.UnitedStates,431U.S.324,339(1977).ThecourtalsopointedoutthattheEleventhCircuitCourtofAppeals,inpassinguponaminoritysetasideprogramsimilartotheoneinKingCounty,concludedthatthetestimonyregardingcomplaintsofdiscriminationcombinedwiththegrossstatisticaldisparitiesuncoveredbytheCountystudiesprovidedmorethanenoughevidenceonthequestionofpriordiscriminationandneedforracialclassificationtojustifythedenialofaMotionforSummaryJudgment.Id.at919,citingConeCorp.v.HillsboroughCounty,908F.2d908,916(11thCir.1990).

ThecourtfoundthattheMBEProgramoftheCountycouldnotstandwithoutaproperstatisticalfoundation.Id.at919.Thecourtaddressedwhetherpost‐enactmentstudiesdonebytheCounty

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ofastatisticalfoundationcouldbeconsideredbythecourtinconnectionwithdeterminingthevalidityoftheCountyMBEProgram.Thecourtheldthatamunicipalitymusthavesomeconcreteevidenceofdiscriminationinaparticularindustrybeforeitmayadoptaremedialprogram.Id.at920.However,thecourtsaidthisrequirementofsomeevidencedoesnotmeanthataprogramwillbeautomaticallystruckdowniftheevidencebeforethemunicipalityatthetimeofenactmentdoesnotcompletelyfulfillbothprongsofthestrictscrutinytest.Id.Rather,thecourtheld,thefactualpredicatefortheprogramshouldbeevaluatedbaseduponallevidencepresentedtothedistrictcourt,whethersuchevidencewasadducedbeforeorafterenactmentoftheMBEProgram.Id.Therefore,thecourtadoptedarulethatamunicipalityshouldhavebeforeitsomeevidenceofdiscriminationbeforeadoptingarace‐consciousprogram,whileallowingpost‐adoptionevidencetobeconsideredinpassingontheconstitutionalityoftheprogram.Id.

Thecourt,therefore,remandedthecasetothedistrictcourtfordeterminationofwhethertheconsultantstudiesthatwereperformedaftertheenactmentoftheMBEProgramcouldprovideanadequatefactualjustificationtoestablisha“propellinggovernmentinterest”forKingCounty’sadoptingtheMBEProgram.Id.at922.

ThecourtalsofoundthatCrosondoesnotrequireashowingofactivediscriminationbytheenactingagency,andthatpassiveparticipation,suchastheinfusionoftaxdollarsintoadiscriminatoryindustry,suffices.Id.at922,citingCroson,488U.S.at492.ThecourtpointedoutthattheSupremeCourtinCrosonconcludedthatiftheCityhadevidencebeforeit,thatnon‐minoritycontractorsweresystematicallyexcludingminoritybusinessesfromsubcontractingopportunities,itcouldtakeactiontoendthediscriminatoryexclusion.Id.at922.Thecourtpointsoutthatiftherecordultimatelysupportedafindingofsystemicdiscrimination,theCountyadequatelylimiteditsprogramtothosebusinessesthatreceivetaxdollars,andtheprogramimposedobligationsupononlythosebusinesseswhichvoluntarilysoughtKingCountytaxdollarsbycontractingwiththeCounty.Id.

Thecourtaddressedseveralfactorsintermsofthenarrowlytailoredanalysis,andfoundthatfirst,anMBEprogramshouldbeinstitutedeitherafter,orinconjunctionwith,race‐neutralmeansofincreasingminoritybusinessparticipationandpubliccontracting.Id.at922,citingCroson,488U.S.at507.Thesecondcharacteristicofthenarrowly‐tailoredprogram,accordingtothecourt,istheuseofminorityutilizationgoalsonacase‐by‐casebasis,ratherthanuponasystemofrigidnumericalquotas.Id.Finally,thecourtstatedthatanMBEprogrammustbelimitedinitseffectivescopetotheboundariesoftheenactingjurisdiction.Id.

Amongthevariousnarrowlytailoredrequirements,thecourtheldconsiderationofrace‐neutralalternativesisamongthemostimportant.Id.at922.Nevertheless,thecourtstatedthatwhilestrictscrutinyrequiresserious,goodfaithconsiderationofrace‐neutralalternatives,strictscrutinydoesnotrequireexhaustionofeverypossiblesuchalternative.Id.at923.Thecourtnotedthatitdoesnotintendagovernmententityexhausteveryalternative,howeverirrational,costly,unreasonable,andunlikelytosucceedsuchalternativemightbe.Id.Thus,thecourtrequiredonlythatastateexhaustsrace‐neutralmeasuresthatthestateisauthorizedtoenact,andthathaveareasonablepossibilityofbeingeffective.Id.ThecourtnotedinthiscasetheCountyconsideredalternatives,butdeterminedthattheywerenotavailableasamatteroflaw.Id.TheCountycannotberequiredtoengageinconductthatmaybeillegal,norcanitbecompelledtoexpendprecioustaxdollarsonprojectswherepotentialforsuccessismarginalatbest.Id.

ThecourtnotedthatKingCountyhadadoptedsomerace‐neutralmeasuresinconjunctionwiththeMBEProgram,forexample,hostingoneortwotrainingsessionsforsmallbusinesses,

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coveringsuchtopicsasdoingbusinesswiththegovernment,smallbusinessmanagement,andaccountingtechniques.Id.at923.Inaddition,theCountyprovidedinformationonassessingSmallBusinessAssistancePrograms.Id.ThecourtfoundthatKingCountyfulfilleditsburdenofconsideringrace‐neutralalternativeprograms.Id.

Asecondindicatorofaprogram’snarrowlytailoringisprogramflexibility.Id.at924.Thecourtfoundthatanimportantmeansofachievingsuchflexibilityisthroughuseofcase‐by‐caseutilizationgoals,ratherthanrigidnumericalquotasorgoals.Id.at924.ThecourtpointedoutthatKingCountyuseda“percentagepreference”method,whichisnotaquota,andwhilethepreferenceislockedatfivepercent,suchafixedpreferenceisnotundulyrigidinlightofthewaiverprovisions.ThecourtfoundthatavalidMBEProgramshouldincludeawaiversystemthataccountsforboththeavailabilityofqualifiedMBEsandwhetherthequalifiedMBEshavesufferedfromtheeffectsofpastdiscriminationbytheCountyorprimecontractors.Id.at924.ThecourtfoundthatKingCounty’sprogramprovidedwaiversinbothinstances,includingwhereneitherminoritynorawoman’sbusinessisavailabletoprovideneededgoodsorservicesandwhereavailableminorityand/orwomen’sbusinesseshavegivenpricequotesthatareunreasonablyhigh.Id.

ThecourtalsopointedoutotherattributesofthenarrowlytailoredandflexibleMBEprogram,includingabidderthatdoesnotmeetplannedgoals,maynonethelessbeawardedthecontractbydemonstratingagoodfaithefforttocomply.Id.TheactualpercentagesofrequiredMBEparticipationaredeterminedonacase‐by‐casebasis.Levelsofparticipationmaybereducediftheprescribedlevelsarenotfeasible,ifqualifiedMBEsareunavailable,orifMBEpricequotesarenotcompetitive.Id.

ThecourtconcludedthatanMBEprogrammustalsobelimitedinitsgeographicalscopetotheboundariesoftheenactingjurisdiction.Id.at925.HerethecourtheldthatKingCounty’sMBEprogramfailsthisthirdportionof“narrowlytailored”requirement.Thecourtfoundthedefinitionof“minoritybusiness”includedintheProgramindicatedthataminority‐ownedbusinessmayqualifyforpreferentialtreatmentifthebusinesshasbeendiscriminatedagainstintheparticulargeographicalareasinwhichitoperates.Thecourtheldthisdefinitionasoverlybroad.Id.at925.ThecourtheldthattheCountyshouldaskthequestionwhetherabusinesshasbeendiscriminatedagainstinKingCounty.Id.Thisdetermination,accordingtothecourt,isnotaninsurmountableburdenfortheCounty,astheruledoesnotrequirefindingspecificinstancesofdiscriminatoryexclusionforeachMBE.Id.Rather,iftheCountysuccessfullyprovesmalignantdiscriminationwithintheKingCountybusinesscommunity,anMBEwouldbepresumptivelyeligibleforreliefifithadpreviouslysoughttodobusinessintheCounty.Id.

Inotherwords,ifsystemicdiscriminationintheCountyisshown,thenitisfairtopresumethatanMBEwasvictimizedbythediscrimination.Id.at925.ForthepresumptiontoattachtotheMBE,however,itmustbeestablishedthattheMBEis,orattemptedtobecome,anactiveparticipantintheCounty’sbusinesscommunity.Id.BecauseKingCounty’sprogrampermittedMBEparticipationevenbyMBEsthathavenopriorcontactwithKingCounty,theprogramwasoverbroadtothatextent.Id.Therefore,thecourtreversedthegrantofsummaryjudgmenttoKingCountyontheMBEprogramonthebasisthatitwasgeographicallyoverbroad.

Thecourtconsideredthegender‐specificaspectoftheMBEprogram.Thecourtdeterminedthedegreeofjudicialscrutinyaffordedgender‐consciousprogramswasintermediatescrutiny,ratherthanstrictscrutiny.Id.at930.Underintermediatescrutiny,gender‐basedclassificationmustserveanimportantgovernmentalobjective,andtheremustbeadirect,substantialrelationshipbetweentheobjectiveandthemeanschosentoaccomplishtheobjective.Id.at931.

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Inthiscase,thecourtconcluded,thatKingCounty’sWBEpreferencesurvivedafacialchallenge.Id.at932.ThecourtfoundthatKingCountyhadalegitimateandimportantinterestinremedyingthemanydisadvantagesthatconfrontwomenbusinessownersandthatthemeanschosenintheprogramweresubstantiallyrelatedtotheobjective.Id.ThecourtfoundtherecordadequatelyindicateddiscriminationagainstwomenintheKingCountyconstructionindustry,notingtheanecdotalevidenceincludinganaffidavitofthepresidentofaconsultingengineeringfirm.Id.at933.Therefore,thecourtupheldtheWBEportionoftheMBEprogramandaffirmedthedistrictcourt’sgrantofsummaryjudgmenttoKingCountyfortheWBEprogram.

Recent District Court Decisions 

14. Kossman Contracting Co., Inc. v. City of Houston, 2016 WL 1104363 (S.D. Tex. 2016). 

PlaintiffKossmanisacompanyengagedinthebusinessofprovidingerosioncontrolservicesandismajorityownedbyawhitemale.2016WL1104363at*1.KossmanbroughtthisactionasanequalprotectionchallengetotheCityofHouston’sMinorityandWomenOwnedBusinessEnterprise(“MWBE”)program.Id.TheMWBEprogramthatischallengedhasbeenineffectsince2013andsetsa34percentMWBEgoalforconstructionprojects.Id.Houstonsetthisgoalbasedonadisparitystudyissuedin2012.Id.Thestudyanalyzedthestatusofminority‐ownedandwomen‐ownedbusinessenterprisesinthegeographicandproductmarketsofHouston’sconstructioncontracts.Id.

KossmanallegesthattheMWBEprogramisunconstitutionalonthegroundthatitdeniesnon‐MWBEsequalprotectionofthelaw,andassertsthatithaslostbusinessasaresultoftheMWBEprogrambecauseprimecontractorsareunwillingtosubcontractworktoanon‐MWBEfirmlikeKossman.Id.at*1.Kossmanfiledamotionforsummaryjudgment;HoustonfiledamotiontoexcludethetestimonyofKossman’sexpert;andHoustonfiledamotionforsummaryjudgment.Id.

ThedistrictcourtreferredthesemotionstotheMagistrateJudge.TheMagistrateJudge,onFebruary17,2016,issueditsMemorandum&RecommendationtothedistrictcourtinwhichitfoundthatHouston’smotiontoexcludeKossman’sexpertshouldbegrantedbecausetheexpertarticulatednomethodandhadnotraininginstatisticsoreconomicsthatwouldallowhimtocommentonthevalidityofthedisparitystudy.Id.at*1TheMagistrateJudgealsofoundthattheMWBEprogramwasconstitutionalunderstrictscrutiny,exceptwithrespecttotheinclusionofNative‐American‐ownedbusinesses.Id.TheMagistrateJudgefoundtherewasinsufficientevidencetoestablishaneedforremedialactionforbusinessesownedbyNativeAmericans,butfoundtherewassufficientevidencetojustifyremedialactionandinclusionofotherracialandethnicminoritiesandwomen‐ownedbusinesses.Id.

AftertheMagistrateJudgeissueditsMemorandum&Recommendation,Kossmanfiledobjections,whichthedistrictcourtsubsequentlyinitsorderadoptingMemorandum&Recommendation,decidedonMarch22,2016,affirmedandadoptedtheMemorandum&RecommendationofthemagistratejudgeandoverruledtheobjectionsbyKossman.Id.at*2.

DistrictcourtorderadoptingMemorandum&RecommendationofMagistrateJudge.

Dun&BradstreetunderlyingdataproperlywithheldandKossman’sproposedexpertproperlyexcluded.ThedistrictcourtfirstrejectedKossman’sobjectionthattheCityofHoustonimproperlywithheldtheDun&Bradstreetdatathatwasutilizedinthedisparitystudy.

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Thisrulingwasinconnectionwiththedistrictcourt’saffirmingthedecisionoftheMagistrateJudgegrantingthemotionofHoustontoexcludethetestimonyofKossman’sproposedexpert.KossmanhadconcededthattheMagistrateJudgecorrectlydeterminedthatKossman’sproposedexpertarticulatednomethodandreliedonuntestedhypotheses.Id.at*2.Kossmanalsoacknowledgedthattheexpertwasunabletoproducedatatoconfrontthedisparitystudy.Id.

KossmanhadallegedthatHoustonwithheldtheunderlyingdatafromDun&Bradstreet.ThecourtfoundthatunderthecontractualagreementbetweenHoustonanditsconsultant,theconsultantforHoustonhadalicensingagreementwithDun&BradstreetthatprohibiteditfromprovidingtheDun&Bradstreetdatatoanythird‐party.Id.at*2.Inaddition,thecourtagreedwithHoustonthatKossmanwouldnotbeabletoofferadmissibleanalysisoftheDun&Bradstreetdata,evenifithadaccesstothedata.Id.AstheMagistrateJudgepointedout,thecourtfoundKossman’sexperthadnotraininginstatisticsoreconomics,andthuswouldnotbequalifiedtointerprettheDun&Bradstreetdataorchallengethedisparitystudy’smethods.Id.Therefore,thecourtaffirmedthegrantofHouston’smotiontoexcludeKossman’sexpert.

Dun&Bradstreetdataisreliableandacceptedbycourts;biddingdatarejectedasproblematic.ThecourtrejectedKossman’sargumentthatthedisparitystudywasbasedoninsufficient,unverifiedinformationfurnishedbyothers,andrejectedKossman’sargumentthatbiddingdataisasuperiormeasureofdeterminingavailability.Id.at*3.

Thedistrictcourtheldthatbecausethedisparitystudyconsultantdidnotcollectthedata,butinsteadutilizeddatathatDun&Bradstreethadcollected,theconsultantcouldnotguaranteetheinformationitreliedonincreatingthestudyandrecommendations.Id.at*3.Theconsultant’srolewastoanalyzethatdataandmakerecommendationsbasedonthatanalysis,andithadnoreasontodoubttheauthenticityoraccuracyoftheDun&Bradstreetdata,norhadKossmanpresentedanyevidencethatwouldcallthatdataintoquestion.Id.AsHoustonpointedout,Dun&Bradstreetdataisextremelyreliable,isfrequentlyusedindisparitystudies,andhasbeenconsistentlyacceptedbycourtsthroughoutthecountry.Id.

KossmanpresentednoevidenceindicatingthatbiddingdataisacomparablymoreaccurateindicatorofavailabilitythantheDun&Bradstreetdata,butratherKossmanreliedonpureargument.Id.at*3.ThecourtagreedwiththeMagistrateJudgethatbiddingdataisinherentlyproblematicbecauseitreflectsonlythosefirmsactuallysolicitedforbids.Id.Therefore,thecourtfoundthebiddingdatawouldfailtoidentifythosefirmsthatwerenotsolicitedforbidsduetodiscrimination.Id.

Theanecdotalevidenceisvalidandreliable.ThedistrictcourtrejectedKossman’sargumentthatthestudyimproperlyreliedonanecdotalevidence,inthattheevidencewasunreliableandunverified.Id.at*3.Thedistrictcourtheldthatanecdotalevidenceisavalidsupplementtothestatisticalstudy.Id.TheMWBEprogramissupportedbybothstatisticalandanecdotalevidence,andanecdotalevidenceprovidesavaluablenarrativeperspectivethatstatisticsalonecannotprovide.Id.

ThedistrictcourtalsofoundthatHoustonwasnotrequiredtoindependentlyverifytheanecdotes.Id.at*3.Kossman,thedistrictcourtconcluded,couldhavepresentedcontraryevidence,butitdidnot.Id.Thedistrictcourtcitedothercourtsforthepropositionthatthecombinationofanecdotalandstatisticalevidenceispotent,andthatanecdotalevidenceisnothingmorethanawitness’snarrativeofanincidenttoldfromthewitness’sperspectiveandincludingthewitness’sperceptions.Id.Also,thecourtheldthecitywasnotrequiredtopresent

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corroboratingevidence,andtheplaintiffwasfreetopresentitsownwitnesstoeitherrefutetheincidentdescribedbythecity’switnessesortorelatetheirownperceptionsondiscriminationintheconstructionindustry.Id.

Thedatarelieduponbythestudywasnotstale.ThecourtrejectedKossman’sargumentthatthestudyreliedondatathatistoooldandnolongerrelevant.Id.at*4.Thecourtfoundthatthedatawasnotstaleandthatthestudyusedthemostcurrentavailabledataatthetimeofthestudy,includingCensusBureaudata(2006‐2008)andFederalReservedata(1993,1998and2003),andthestudyperformedregressionanalysesonthedata.Id.

Moreover,KossmanpresentednoevidencetosuggestthatHouston’sconsultantcouldhaveaccessedmorerecentdataorthattheconsultantwouldhavereacheddifferentconclusionswithmorerecentdata.Id.

TheHoustonMWBEprogramisnarrowlytailored.ThedistrictcourtagreedwiththeMagistrateJudgethatthestudyprovidedsubstantialevidencethatHoustonengagedinrace‐neutralalternatives,whichwereinsufficienttoeliminatedisparities,andthatdespiterace‐neutralalternativesinplaceinHouston,adversedisparitiesforMWBEswereconsistentlyobserved.Id.at*4.Therefore,thecourtfoundtherewasstrongevidencethataremedialprogramwasnecessarytoaddressdiscriminationagainstMWBEs.Id.Moreover,Houstonwasnotrequiredtoexhausteverypossiblerace‐neutralalternativebeforeinstitutingtheMWBEprogram.Id.

ThedistrictcourtalsofoundthattheMWBEprogramdidnotplaceanundueburdenonKossmanorsimilarlysituatedcompanies.Id.at*4.UndertheMWBEprogram,aprimecontractormaysubstituteasmallbusinessenterpriselikeKossmanforanMWBEonaraceandgender‐neutralbasisforuptofourpercentofthevalueofacontract.Id.KossmandidnotpresentevidencethatheeverbidonmorethanfourpercentofaHoustoncontract.Id.Inaddition,thecourtstatedthefacttheMWBEprogramplacedsomeburdenonKossmanisinsufficienttosupporttheconclusionthattheprogramisnotnearlytailored.Id.ThecourtconcurredwiththeMagistrateJudge’sobservationthattheproportionalsharingofopportunitiesis,atthecore,thepointofaremedialprogram.Id.ThedistrictcourtagreedwiththeMagistrateJudge’sconclusionthattheMWBEprogramisnearlytailored.

Native‐American‐ownedbusinesses.ThestudyfoundthatNative‐American‐ownedbusinesseswereutilizedatahigherrateinHouston’sconstructioncontractsthanwouldbeanticipatedbasedontheirrateofavailabilityintherelevantmarketarea.Id.at*4.ThecourtnotedthisfindingwouldtendtonegatethepresenceofdiscriminationagainstNativeAmericansinHouston’sconstructionindustry.Id.

ThisHoustondisparitystudyconsultantstatedthatthehighutilizationrateforNativeAmericansstemslargelyfromtheworkoftwoNative‐American‐ownedfirms.Id.TheHoustonconsultantsuggestedthatwithoutthesetwofirms,theutilizationrateforNativeAmericanswoulddeclinesignificantly,yieldingastatisticallysignificantdisparityratio.Id.

TheMagistrateJudge,accordingtothedistrictcourt,correctlyheldandfoundthattherewasinsufficientevidencetosupportincludingNativeAmericansintheMWBEprogram.Id.ThecourtapprovedandadoptedtheMagistrateJudgeexplanationthattheopinionofthedisparitystudyconsultantthatasignificantstatisticaldisparitywouldexistiftwoofthecontractingNative‐American‐ownedbusinessesweredisregarded,isnotevidenceoftheneedforremedialaction.Id.at*5.Thedistrictcourtfoundnoequal‐protectionsignificancetothefactthemajorityof

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contractslettoNative‐American‐ownedbusinessesweretoonlytwofirms.Id.Therefore,theutilizationgoalforbusinessesownedbyNativeAmericansisnotsupportedbyastrongevidentiarybasis.Id.at*5.

ThedistrictcourtagreedwiththeMagistrateJudge’srecommendationthatthedistrictcourtgrantsummaryjudgmentinfavorofKossmanwithrespecttotheutilizationgoalforNative‐American‐ownedbusiness.Id.ThecourtfoundtherewaslimitedsignificancetotheHoustonconsultant’sopinionthatutilizationofNative‐American‐ownedbusinesseswoulddroptostatisticallysignificantlevelsiftwoNative‐American‐ownedbusinesseswereignored.Id.at*5.

ThecourtstatedthesituationpresentedbytheHoustondisparitystudyconsultantofa“hypotheticalnon‐existence”ofthesefirmsisnotevidenceandcannotsatisfystrictscrutiny.Id.at*5.Therefore,thedistrictcourtadoptedtheMagistrateJudge’srecommendationwithrespecttoexcludingtheutilizationgoalforNative‐American‐ownedbusinesses.Id.ThecourtnotedthatapreferenceforNative‐American‐ownedbusinessescouldbecomeconstitutionallyvalidinthefutureifthereweresufficientevidenceofdiscriminationagainstNative‐American‐ownedbusinessesinHouston’sconstructioncontracts.Id.at*5.

Conclusion.ThedistrictcourtheldthattheMemorandum&RecommendationoftheMagistrateJudgeisadoptedinfull;Houston’smotiontoexcludetheKossman’sproposedexpertwitnessisgranted;Kossman’smotionforsummaryjudgmentisgrantedwithrespecttoexcludingtheutilizationgoalforNative‐American‐ownedbusinessesanddeniedinallotherrespects;Houston’smotionforsummaryjudgmentisdeniedwithrespecttoincludingtheutilizationgoalforNative‐American‐ownedbusinessesandgrantedinallotherrespectsastotheMWBEprogramforotherminoritiesandwomen‐ownedfirms.Id.at*5.

MemorandumandRecommendationbyMagistrateJudge,datedFebruary17,2016,S.D.Texas,CivilActionNo.H‐14‐1203.

Kossman’sproposedexpertexcludedandnotadmissible.Kossmaninitsmotionforsummaryjudgmentsolelyreliedonthetestimonyofitsproposedexpert,andsubmittednootherevidenceinsupportofitsmotion.TheMagistrateJudge(hereinafter“MJ”)grantedHouston’smotiontoexcludetestimonyofKossman’sproposedexpert,whichthedistrictcourtadoptedandapproved,formultiplereasons.TheMJfoundthathisexperiencedoesnotincludedesigningorconductingstatisticalstudies,andhehasnoeducationortraininginstatisticsoreconomics.See,MJ,MemorandumandRecommendation(“M&R”)byMJ,datedFebruary17,2016,at31,S.D.Texas,CivilActionNo.H‐14‐1203.TheMJfoundhewasnotqualifiedtocollect,organizeorinterpretnumericaldata,hasnoexperienceextrapolatinggeneralconclusionsaboutasubsetofthepopulationbysamplingit,hasdemonstratednoknowledgeofsamplingmethodsorunderstandingofthemathematicalconceptsusedintheinterpretationofrawdata,andthus,isnotqualifiedtochallengethemethodsandcalculationsofthedisparitystudy.Id.

TheMJfoundthattheproposedexpertreportisonlyatheoreticalattackonthestudywithnobasisandobjectiveevidence,suchasdatarortestimonyofconstructionfirmsintherelativemarketareathatsupporthisassumptionsregardingavailableMWBEsorcomparativestudiesthatcontrolthefactorsaboutwhichhecomplained.Id.at31.TheMJstatedthattheproposedexpertisnotaneconomistandthusisnotqualifiedtochallengethedisparitystudyexplanationofitseconomicconsiderations.Id.at31.Theproposedexpertfailedtoprovideeconometricsupportfortheuseofbidderdata,whichhearguedwasthebettersourcefordeterminingavailability,citednopersonalexperiencefortheuseofbidderdata,andprovidednoproofthatwouldmoreaccuratelyreflectavailabilityofMWBEsabsentdiscriminatoryinfluence.Id.

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Moreover,heacknowledgedthatnobidderdatahadbeencollectedfortheyearscoveredbythestudy.Id.

Thecourtfoundthattheproposedexpertarticulatednomethodatalltodoadisparitystudy,butmerelyprovideduntestedhypotheses.Id.at33.Theproposedexpert’scriticismsofthestudy,accordingtotheMJ,werenotfoundedincitedprofessionalsocialscienceoreconometricstandards.Id.at33.TheMJconcludesthattheproposedexpertisnotqualifiedtooffertheopinionscontainedinhisreport,andthathisreportisnotrelevant,notreliable,and,therefore,notadmissible.Id.at34.

Relevantgeographicmarketarea.TheMJfoundthemarketareaofthedisparityanalysiswasgeographicallyconfinedtoareacodesinwhichthemajorityofthepubliccontractingconstructionfirmswerelocated.Id.at3‐4,51.Therelevantmarketarea,theMJsaid,wasweightedbyindustry,andthereforethestudylimitedtherelevantmarketareabygeographyandindustrybasedonHouston’spastyears’recordsfrompriorconstructioncontracts.Id.at3‐4,51.

AvailabilityofMWBEs.TheMJconcludeddisparitystudiesthatcomparedtheavailabilityofMWBEsintherelevantmarketwiththeirutilizationinlocalpubliccontractinghavebeenwidelyrecognizedasstrongevidencetofindacompellinginterestbyagovernmentalentityformakingsurethatitspublicdollarsdonotfinanceracialdiscrimination.Id.at52‐53.Here,thestudydefinedthemarketareabyreviewingpastcontractinformation,anddefinedtherelevantmarketaccordingtotwocriticalfactors,geographyandindustry.Id.at3‐4,53.Thoseparameters,weightedbydollarsattributabletoeachindustry,wereusedtoidentifyforcomparisonMWBEsthatwereavailableandMWBEsthathadbeenutilizedinHouston’sconstructioncontractingoverthelastfiveandone‐halfyears.Id.at4‐6,53.Thestudyadjustedforownerlabormarketexperienceandeducationalattainmentinadditiontogeographiclocationandindustryaffiliation.Id.at6,53.

Kossmanproducednoevidencethattheavailabilityestimatewasinadequate.Id.at53.Plaintiff’scriticismsoftheavailabilityanalysis,includingforcapacity,thecourtstatedwasnotsupportedbyanycontraryevidenceorexpertopinion.Id.at53‐54.TheMJrejectedPlaintiff’sproposedexpert’ssuggestionthatanalysisofbidderdataisabetterwaytoidentifyMWBEs.Id.at54.TheMJnotedthatKossman’sproposedexpertpresentednocomparativeevidencebasedonbidderdata,andtheMJfoundthatbidderdatamayproduceavailabilitystatisticsthatareskewedbyactiveandpassivediscriminationinthemarket.Id.

Inadditiontobeingunderinclusiveduetodiscrimination,theMJsaidbidderdatamaybeoverinclusiveduetoinaccurateself‐evaluationbyfirmsofferingbidsdespitetheinabilitytofulfillthecontract.Id.at54.Itispossiblethatunqualifiedfirmswouldbeincludedintheavailabilityfiguresimplybecausetheybidonaparticularproject.Id.TheMJconcludedthatthelawdoesnotrequireanindividualizedapproachthatmeasureswhetherMWBEsarequalifiedonacontract‐by‐contractbasis.Id.at55.

Disparityanalysis.ThestudyindicatedsignificantstatisticaladversedisparitiesastobusinessesownedbyAfricanAmericansandAsians,whichtheMJfoundprovidedaprimafaciecaseofastrongbasisinevidencethatjustifiedtheProgram’sutilizationgoalsforbusinessesownedbyAfricanAmericans,Asian‐PacificAmericans,andsubcontinentAsianAmericans.Id.at55.

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ThedisparityanalysisdidnotreflectsignificantstatisticaldisparitiesastobusinessesownedbyHispanicAmericans,NativeAmericansornon‐minoritywomen.Id.at55‐56.TheMJfound,however,theevidenceofsignificantstatisticaladversedisparityintheutilizationofHispanic‐ownedbusinessesintheunremediated,privatesectormetHouston’sprimafacieburdenofproducingastrongevidentiarybasisforthecontinuedinclusionofbusinessesownedbyHispanicAmericans.Id.at56.TheMJsaidthedifferencebetweentheprivatesectorandHouston’sconstructioncontractingwasespeciallynotablebecausetheutilizationofHispanic‐ownedbusinessesbyHoustonhasbenefittedfromHouston’sremedialprogramformanyyears.Id.Withoutaremedialprogram,theMJstatedtheevidencesuggests,andnoevidencecontradicts,afindingthatutilizationwouldfallbacktoprivatesectorlevels.Id.

WithregardtobusinessesownedbyNativeAmericans,thestudyindicatedtheywereutilizedtoahigherpercentagethantheiravailabilityintherelevantmarketarea.Id.at56.AlthoughtheconsultantforHoustonsuggestedthatasignificantstatisticaldisparitywouldexistiftwoofthecontractingNative‐American‐ownedbusinessesweredisregarded,theMJfoundthatopinionisnotevidenceoftheneedforremedialaction.Id.at56.TheMJconcludedtherewasno‐equalprotectionsignificancetothefactthemajorityofcontractslettoNative‐American‐ownedbusinessesweretoonlytwofirms,whichwasindicatedbyHouston’sconsultant.Id.

Theutilizationofwomen‐ownedbusinesses(WBEs)declinedbyfiftypercentwhentheynolongerbenefittedfromremedialgoals.Id.at57.BecauseWBEswereeliminatedduringtheperiodstudied,thesignificanceofstatisticaldisparity,accordingtotheMJ,isnotreflectedinthenumbersfortheperiodasawhole.Id.at57.TheMJsaidduringthetimeWBEswerenotpartoftheprogram,thestatisticaldisparitybetweenavailabilityandutilizationwassignificant.Id.TheprecipitousdeclineintheutilizationofWBEsafterWBEswereeliminatedandthesignificantstatisticaldisparitywhenWBEsdidnotbenefitfrompreferentialtreatment,theMJfound,providedastrongbasisinevidenceforthenecessityofremedialaction.Id.at57.Kossman,theMJpointedout,offerednoevidenceofagender‐neutralreasonforthedecline.Id.

TheMJrejectedPlaintiff’sargumentthatprimecontractorandsubcontractordatashouldnothavebeencombined.Id.at57.TheMJsaidthatprimecontractorandsubcontractordataisnotrequiredtobeevaluatedseparately,butthattheevidenceshouldcontainreliablesubcontractordatatoindicatediscriminationbyprimecontractors.Id.at58.Here,thestudyidentifiedtheMWBEsthatcontractedwithHoustonbyindustryandthoseavailableintherelevantmarketbyindustry.Id.at58.Thedata,accordingtotheMJ,wasspecificandcomplete,andseparatelyconsideringprimecontractorsandsubcontractorsisnotonlyunnecessarybutmaybemisleading.Id.Theanecdotalevidenceindicatedthatconstructionfirmshadserved,ondifferentcontracts,inbothroles.Id.

TheMJstatedthelawrequiresthatthetargeteddiscriminationbeidentifiedwithparticularity,notthateveryinstanceofexplicitorimplicitdiscriminationbeexposed.Id.at58.Thestudy,theMJfound,definedtherelevantmarketatasufficientlevelofparticularitytoproduceevidenceofpastdiscriminationinHouston’sawardingofconstructioncontractsandtoreachconstitutionallysoundresults.Id.

Anecdotalevidence.Kossmancriticizedtheanecdotalevidencewithwhichastudysupplementeditsstatisticalanalysisasnothavingbeenverifiedandinvestigated.Id.at58‐59.TheMJsaidthatKossmancouldhavepresenteditsownevidence,butdidnot.Id.at59.Kossmanpresentednocontrarybodyofanecdotalevidenceandpointedtonothingthatcalledintoquestionthespecificresultsofthemarketsurveysandfocusgroupsdoneinthestudy.Id.The

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courtrejectedanyrequirementthattheanecdotalevidencebeverifiedandinvestigated.Id.at59.

Regressionanalyses.Kossmanchallengedtheregressionanalysesdoneinthestudyofbusinessformation,earningsandcapitalmarkets.Id.at59.Kossmancriticizedtheregressionanalysesforfailingtopreciselypointtowheretheidentifieddiscriminationwasoccurring.Id.TheMJfoundthatthefocusonidentifyingwherediscriminationisoccurringmissesthepoint,asregressionanalysesisnotintendedtopointtospecificsourcesofdiscrimination,buttoeliminatefactorsotherthandiscriminationthatmightexplaindisparities.Id.at59‐60.Discrimination,theMJsaid,isnotrevealedthroughevidenceofexplicitdiscrimination,butisrevealedthroughunexplainabledisparity.Id.at60.

TheMJnotedthatdatausedintheregressionanalyseswerethemostcurrentavailabledataatthetime,andforthemostpartdatadatedfromwithinacoupleofyearsorlessofthestartofthestudyperiod.Id.at60.Again,theMJstated,Kossmanproducednoevidencethatthedataonwhichtheregressionanalyseswerebasedwereinvalid.Id.

NarrowTailoringfactors.TheMJfoundthattheHoustonMWBEprogramsatisfiedthenarrowtailoringprongofastrictscrutinyanalysis.TheMJsaidthatthe2013MWBEprogramcontainedavarietyofrace‐neutralremedies,includingmanyeducationalopportunities,butthattheevidenceoftheirefficacyorlackthereofisfoundinthedisparityanalyses.Id.at60‐61.TheMJconcludedthatwhiletherace‐neutralremediesmayhaveapositiveeffect,theyhavenoteliminatedthediscrimination.Id.at61.TheMJfoundHouston’srace‐neutralprogrammingsufficienttosatisfytherequirementsofnarrowtailoring.Id.

Astothefactorsofflexibilityanddurationofthe2013Program,theMJalsostatedtheseaspectssatisfynarrowtailoring.Id.at61.The2013Programemploysgoalsasopposedtoquotas,setsgoalsonacontract‐by‐contractbasis,allowssubstitutionofsmallbusinessenterprisesforMWBEsforuptofourpercentofthecontract,includesaprocessforallowinggood‐faithwaivers,andbuildsindueprocessforsuspensionsofcontractorswhofailtomakegood‐faitheffortstomeetcontractgoalsorMWSBEsthatfailtomakegood‐faitheffortstomeetallparticipationrequirements.Id.at61.Houstoncommittedtoreviewthe2013Programatleasteveryfiveyears,whichtheMJfoundtobeareasonablybriefdurationperiod.Id.

TheMJconcludedthatthethirty‐fourpercentannualgoalisproportionaltotheavailabilityofMWBEshistoricallysufferingdiscrimination.Id.at61.Finally,theMJfoundthattheeffectofthe2013Programonthirdpartiesisnotsogreatastoimposeanunconstitutionalburdenonnon‐minorities.Id.at62.Theburdenonnon‐minoritySBEs,suchasKossman,islessenedbythefour‐percentsubstitutionprovision.Id.at62.TheMJnotedanotherdistrictcourt’sopinionthatthemerepossibilitythatinnocentpartieswillsharetheburdenofaremedialprogramisitselfinsufficienttowarranttheconclusionthattheprogramisnotnarrowlytailored.Id.at62.

Holding.TheMJheldthatHoustonestablishedaprimafaciecaseofcompellinginterestandnarrowtailoringforallaspectsoftheMWBEprogram,exceptgoalsforNative‐American‐ownedbusinesses.Id.at62.TheMJalsoheldthatPlaintifffailedtoproduceanyevidence,muchlessthegreaterweightofevidence,thatwouldcallintoquestiontheconstitutionalityofthe2013MWBEprogram.Id.at62.

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15. Thomas v. City of Saint Paul, 526 F. Supp.2d 959 (D. Minn 2007), affirmed, 321 Fed. Appx. 541, 2009 WL 777932 (8th Cir. March 26, 2009) (unpublished opinion), cert. denied, 130 S.Ct. 408 (2009) 

InThomasv.CityofSaintPaul,theplaintiffsareAfricanAmericanbusinessownerswhobroughtthislawsuitclaimingthattheCityofSaintPaul,Minnesotadiscriminatedagainsttheminawardingpublicly‐fundedcontracts.TheCitymovedforsummaryjudgment,whichtheUnitedStatesDistrictCourtgrantedandissuedanorderdismissingtheplaintiff’slawsuitinDecember2007.

ThebackgroundofthecaseinvolvestheadoptionbytheCityofSaintPaulofaVendorOutreachProgram(“VOP”)thatwasdesignedtoassistminorityandothersmallbusinessownersincompetingforCitycontracts.PlaintiffswereVOP‐certifiedminoritybusinessowners.PlaintiffscontendedthattheCityengagedinraciallydiscriminatoryillegalconductinawardingCitycontractsforpublicly‐fundedprojects.PlaintiffThomasclaimedthattheCitydeniedhimopportunitiestoworkonprojectsbecauseofhisracearguingthattheCityfailedtoinvitehimtobidoncertainprojects,theCityfailedtoawardhimcontractsandthefactindependentdevelopershadnotcontractedwithhiscompany.526F.Supp.2dat962.TheCitycontendedthatThomaswasprovidedopportunitiestobidfortheCity’swork.

PlaintiffBrianConoverownedatruckingfirm,andheclaimedthatnoneofhisbidsasasubcontractoron22differentprojectstovariousindependentdeveloperswereaccepted.526F.Supp.2dat962.Thecourtfoundthatafteryearsofdiscovery,plaintiffConoverofferednoadmissibleevidencetosupporthisclaim,hadnotidentifiedthesubcontractorswhosebidswereaccepted,anddidnotofferanycomparisonshowingtheacceptedbidandthebidhesubmitted.Id.PlaintiffConoveralsocomplainedthathereceivedbiddinginvitationsonlyafewdaysbeforeabidwasdue,whichdidnotallowhimadequatetimetoprepareacompetitivebid.Id.Thecourtfound,however,hefailedtoidentifyanyparticularprojectforwhichhehadonlyasingledayofbid,anddidnotidentifyanysimilarlysituatedpersonofanyracewhowasaffordedalongerperiodoftimeinwhichtosubmitabid.Id.at963.PlaintiffNewellclaimedhesubmittednumerousbidsontheCity’sprojectsallofwhichwererejected.Id.Thecourtfound,however,thatheprovidednospecificsaboutwhyhedidnotreceivethework.Id.

TheVOP. UndertheVOP,theCitysetsannualbenchmarksorlevelsofparticipationforthetargetedminoritiesgroups.Id.at963.TheVOPprohibitsquotasandimposesvarious“goodfaith”requirementsonprimecontractorswhobidforCityprojects.Id.at964.Inparticular,theVOPrequiresthatwhenaprimecontractorrejectsabidfromaVOP‐certifiedbusiness,thecontractormustgivetheCityitsbasisfortherejection,andevidencethattherejectionwasjustified.Id.TheVOPfurtherimposesobligationsontheCitywithrespecttovendorcontracts.Id.ThecourtfoundtheCitymustseekwherepossibleandlawfultoawardaportionofvendorcontractstoVOP‐certifiedbusinesses.Id.TheCitycontractmanagermustsolicitthesebidsbyphone,advertisementinalocalnewspaperorothermeans.Whereapplicable,thecontractmanagermayassistinterestedVOPparticipantsinobtainingbonds,linesofcreditorinsurancerequiredtoperformunderthecontract.Id.TheVOPordinanceprovidesthatwhenthecontractmanagerengagesinoneormorepossibleoutreachefforts,heorsheisincompliancewiththeordinance.Id.

AnalysisandOrderoftheCourt. ThedistrictcourtfoundthattheCityisentitledtosummaryjudgmentbecauseplaintiffslackstandingtobringtheseclaimsandthatnogenuineissueofmaterialfactremains.Id.at965.ThecourtheldthattheplaintiffshadnostandingtochallengetheVOPbecausetheyfailedtoshowtheyweredeprivedofanopportunitytocompete,orthat

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theirinabilitytoobtainanycontractresultedfromanactofdiscrimination.Id.Thecourtfoundtheyfailedtoshowanyinstanceinwhichtheirracewasadeterminantinthedenialofanycontract.Id.at966.Asaresult,thecourtheldplaintiffsfailedtodemonstratetheCityengagedindiscriminatoryconductorpolicywhichpreventedplaintiffsfromcompeting.Id.at965‐966.

Thecourtheldthatintheabsenceofanyshowingofintentionaldiscriminationbasedonrace,themerefacttheCitydidnotawardanycontractstoplaintiffsdoesnotfurnishthatcausalnexusnecessarytoestablishstanding.Id.at966.ThecourtheldthelawdoesnotrequiretheCitytovoluntarilyadopt“aggressiverace‐basedaffirmativeactionprograms”inordertoawardspecificgroupspublicly‐fundedcontracts.Id.at966.ThecourtfoundthatplaintiffshadfailedtoshowaviolationoftheVOPordinance,oranyillegalpolicyoractiononthepartoftheCity.Id.

Thecourtstatedthattheplaintiffsmustidentifyadiscriminatorypolicyineffect.Id.at966.Thecourtnoted,forexample,evenassumingtheCityfailedtogiveplaintiffsmorethanoneday’snoticetoenterabid,suchafailureisnot,perse,illegal.Id.Thecourtfoundtheplaintiffsofferednoevidencethatanyoneelseofanyotherracereceivedanearliernotice,orthathewasgiventhisallegedlytardynoticeasaresultofhisrace.Id.

ThecourtconcludedthatevenifplaintiffsmaynothavebeenhiredasasubcontractortoworkforprimecontractorsreceivingCitycontracts,thesewereindependentdevelopersandtheCityisnotrequiredtodefendtheallegedbadactsofothers.Id.Therefore,thecourtheldplaintiffshadnostandingtochallengetheVOP.Id.at966.

Plaintiff’sclaims. Thecourtfoundthatevenassumingplaintiffspossessedstanding,theyfailedtoestablishfactswhichdemonstratedaneedforatrial,primarilybecauseeachtheoryofrecoveryisviableonlyiftheCity“intentionally”treatedplaintiffsunfavorablybecauseoftheirrace.Id.at967.Thecourtheldtoestablishaprimafacieviolationoftheequalprotectionclause,theremustbestateaction.Id.Plaintiffsmustofferfactsandevidencethatconstituteproofof“raciallydiscriminatoryintentorpurpose.”Id.at967.Here,thecourtfoundthatplaintifffailedtoallegeanysingleinstanceshowingtheCity“intentionally”rejectedVOPbidsbasedontheirrace.Id.

Thecourtalsofoundthatplaintiffsofferednoevidenceofaspecifictimewhenanyoneofthemsubmittedthelowestbidforacontractorasubcontract,orshowedanycasewheretheirbidswererejectedonthebasisofrace.Id.Thecourtheldtheallegedfailuretoplaceminoritycontractorsinapreferredposition,withoutmore,isinsufficienttosupportafindingthattheCityfailedtotreatthemequallybasedupontheirrace.Id.

TheCityrejectedtheplaintiff’sclaimsofdiscriminationbecausetheplaintiffsdidnotestablishbyevidencethattheCity“intentionally”rejectedtheirbidduetoraceorthattheCity“intentionally”discriminatedagainsttheseplaintiffs.Id.at967‐968.ThecourtheldthattheplaintiffsdidnotestablishasingleinstanceshowingtheCitydeprivedthemoftheirrights,andtheplaintiffsdidnotproduceevidenceofa“discriminatorymotive.”Id.at968.ThecourtconcludedthatplaintiffshadfailedtoshowthattheCity’sactionswere“raciallymotivated.”Id.

TheEighthCircuitCourtofAppealsaffirmedtherulingofthedistrictcourt.Thomasv.CityofSaintPaul,2009WL777932(8thCir.2009)(unpublishedopinion).TheEighthCircuitaffirmedbasedonthedecisionofthedistrictcourtandfindingnoreversibleerror.

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16. Thompson Building Wrecking Co. v. Augusta, Georgia, No. 1:07CV019, 2007 WL 926153 (S.D. Ga. Mar. 14, 2007)(Slip. Op.) 

ThiscaseconsideredthevalidityoftheCityofAugusta’slocalminorityDBEprogram.ThedistrictcourtenjoinedtheCityfromfavoringanycontractbidonthebasisofracialclassificationandbaseditsdecisionprincipallyupontheoutdatedandinsufficientdataprofferedbytheCityinsupportofitsprogram.2007WL926153at*9‐10.

TheCityofAugustaenactedalocalDBEprogrambasedupontheresultsofadisparitystudycompletedin1994.Thedisparitystudyexaminedthedisparityinsocioeconomicstatusamongraces,comparedblack‐ownedbusinessesinAugustawiththoseinotherregionsandthoseownedbyotherracialgroups,examined“Georgia’sracisthistory”incontractingandprocurement,andexaminedcertaindatarelatedtoAugusta’scontractingandprocurement.Id.at*1‐4.TheplaintiffcontractorsandsubcontractorschallengedtheconstitutionalityoftheDBEprogramandsoughttoextendatemporaryinjunctionenjoiningtheCity’simplementationofracialpreferencesinpublicbiddingandprocurement.

TheCitydefendedtheDBEprogramarguingthatitdidnotutilizeracialclassificationsbecauseitonlyrequiredvendorstomakea“goodfaitheffort”toensureDBEparticipation.Id.at*6.Thecourtrejectedthisargumentnotingthatbidderswererequiredtosubmita“ProposedDBEParticipation”formandthatbidscontainingDBEparticipationweretreatedmorefavorablythanthosebidswithoutDBEparticipation.Thecourtstated:“Becauseaperson’sbusinesscanqualifyforthefavorabletreatmentbasedonthatperson’srace,whileasimilarlysituatedpersonofanotherracewouldnotqualify,theprogramcontainsaracialclassification.”Id.

ThecourtnotedthattheDBEprogramharmedsubcontractorsintwoways:first,becauseprimecontractorswilldiscriminatebetweenDBEandnon‐DBEsubcontractorsandabidwithaDBEsubcontractorwouldbetreatedmorefavorably;andsecond,becausetheCitywouldfavorabidcontainingDBEparticipationoveranequalorevensuperiorbidcontainingnoDBEparticipation.Id.

ThecourtappliedthestrictscrutinystandardsetforthinCrosonandEngineeringContractorsAssociationtodeterminewhethertheCityhadacompellinginterestforitsprogramandwhethertheprogramwasnarrowlytailoredtothatend.ThecourtnotedthatpursuanttoCroson,theCitywouldhaveacompellinginterestinassuringthattaxdollarswouldnotperpetuateprivateprejudice.But,thecourtfound(citingtoCroson),thatastateorlocalgovernmentmustidentifythatdiscrimination,“publicorprivate,withsomespecificitybeforetheymayuserace‐consciousrelief.”ThecourtcitedtheEleventhCircuit’spositionthat“‘grossstatisticaldisparities’betweentheproportionofminoritieshiredbythepublicemployerandtheproportionofminoritieswillingandabletowork”mayjustifyanaffirmativeactionprogram.Id.at*7.Thecourtalsostatedthatanecdotalevidenceisrelevanttotheanalysis.

ThecourtdeterminedthatwhiletheCity’sdisparitystudyshowedsomestatisticaldisparitiesbuttressedbyanecdotalevidence,thestudysufferedfrommultipleissues.Id.at*7‐8.Specifically,thecourtfoundthatthoseportionsofthestudyexaminingdiscriminationoutsidetheareaofsubcontracting(e.g.,socioeconomicstatusofracialgroupsintheAugustaarea)wereirrelevantforpurposesofshowingacompellinginterest.Thecourtalsocitedthefailureofthestudytodifferentiatebetweendifferentminorityracesaswellastheimproperaggregationofrace‐andgender‐baseddiscriminationreferredtoasSimpson’sParadox.

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ThecourtassumedforpurposesofitsanalysisthattheCitycouldshowacompellinginterestbutconcludedthattheprogramwasnotnarrowlytailoredandthuscouldnotsatisfystrictscrutiny.Thecourtfoundthatitneedlooknofurtherbeyondthefactofthethirteen‐yeardurationoftheprogramabsentfurtherinvestigation,andtheabsenceofasunsetorexpirationprovision,toconcludethattheDBEprogramwasnotnarrowlytailored.Id.at*8.Notingthataffirmativeactionispermittedonlysparingly,thecourtfound:“[i]twouldbeimpossibleforAugustatoarguethat,13yearsafterlaststudyingtheissue,racialdiscriminationissorampantintheAugustacontractingindustrythattheCitymustaffirmativelyacttoavoidbeingcomplicit.”Id.Thecourtheldinconclusion,thattheplaintiffswere“substantiallylikelytosucceedinprovingthat,whentheCityrequestsbidswithminorityparticipationandinfactfavorsbidswithsuch,theplaintiffswillsufferracialdiscriminationinviolationoftheEqualProtectionClause.”Id.at*9.

InasubsequentOrderdatedSeptember5,2007,thecourtdeniedtheCity’smotiontocontinueplaintiff’sMotionforSummaryJudgment,deniedtheCity’sRule12(b)(6)motiontodismiss,andstayedtheactionfor30dayspendingmediationbetweentheparties.Importantly,inthisOrder,thecourtreiteratedthatthefemale‐andlocally‐ownedbusinesscomponentsoftheprogram(challengedinplaintiff’sMotionforSummaryJudgment)wouldbesubjecttointermediatescrutinyandrationalbasisscrutiny,respectively.ThecourtalsoreiterateditsrejectionoftheCity’schallengetotheplaintiffs’standing.ThecourtnotedthatunderAdarand,preventingacontractorfromcompetingonanequalfootingsatisfiestheparticularizedinjuryprongofstanding.AndshowingthatthecontractorwillsometimeinthefuturebidonaCitycontract“thatoffersfinancialincentivestoaprimecontractorforhiringdisadvantagedsubcontractors”satisfiesthesecondrequirementthattheparticularizedinjurybeactualorimminent.Accordingly,thecourtconcludedthattheplaintiffshavestandingtopursuethisaction.

17. Hershell Gill Consulting Engineers, Inc. v. Miami‐Dade County, 333 F. Supp.2d 1305 (S.D. Fla. 2004) 

ThedecisioninHershellGillConsultingEngineers,Inc.v.Miami‐DadeCounty,issignificanttothedisparitystudybecauseitappliedandfollowedtheEngineeringContractorsAssociationdecisioninthecontextofcontractingandprocurementforgoodsandservices(includingarchitectandengineerservices).Manyoftheothercasesfocusedonconstruction,andthusHershellGillisinstructiveastotheanalysisrelatingtoarchitectandengineeringservices.ThedecisioninHershellGillalsoinvolvedadistrictcourtintheEleventhCircuitimposingcompensatoryandpunitivedamagesuponindividualCountyCommissionersduetothedistrictcourt’sfindingoftheirwillfulfailuretoabrogateanunconstitutionalMBE/WBEProgram.Inaddition,thecaseisnoteworthybecausethedistrictcourtrefusedtofollowthe2003TenthCircuitCourtofAppealsdecisioninConcreteWorksofColorado,Inc.v.CityandCountyofDenver,321.3d950(10thCir.2003).Seediscussion,infra.

SixyearsafterthedecisioninEngineeringContractorsAssociation,twowhitemale‐ownedengineeringfirms(the“plaintiffs”)broughtsuitagainstEngineeringContractorsAssociation(the“County”),theformerCountyManager,andvariouscurrentCountyCommissioners(the“Commissioners”)intheirofficialandpersonalcapacities(collectivelythe“defendants”),seekingtoenjointhesame“participationgoals”inthesameMWBEprogramdeemedtoviolatetheFourteenthAmendmentintheearliercase.333F.Supp.1305,1310(S.D.Fla.2004).AftertheEleventhCircuit’sdecisioninEngineeringContractorsAssociationstrikingdowntheMWBEprogramsasappliedtoconstructioncontracts,theCountyenactedaCommunitySmallBusinessEnterprise(“CSBE”)programforconstructioncontracts,“butcontinuedtoapplyracial,ethnic,

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andgendercriteriatoitspurchasesofgoodsandservicesinotherareas,includingitsprocurementofA&Eservices.”Id.at1311.

TheplaintiffsbroughtsuitchallengingtheBlackBusinessEnterprise(BBE)program,theHispanicBusinessEnterprise(HBE)program,andtheWomenBusinessEnterprise(WBE)program(collectively“MBE/WBE”).Id.TheMBE/WBEprogramsappliedtoA&Econtractsinexcessof$25,000.Id.at1312.TheCountyestablishedfive“contractmeasures”toreachtheparticipationgoals:(1)setasides,(2)subcontractorgoals,(3)projectgoals,(4)bidpreferences,and(5)selectionfactors.Id.Onceacontractwasidentifiedascoveredbyaparticipationgoal,areviewcommitteewoulddeterminewhetheracontractmeasureshouldbeutilized.Id.TheCountywasrequiredtoreviewtheefficacyoftheMBE/WBEprogramsannually,andreevaluatedthecontinuingviabilityoftheMBE/WBEprogramseveryfiveyears.Id.at1313.However,thedistrictcourtfound“theparticipationgoalsforthethreeMBE/WBEprogramschallenged…remainedunchangedsince1994.”Id.

In1998,counselforplaintiffscontactedtheCountyCommissionersrequestingthediscontinuationofcontractmeasuresonA&Econtracts.Id.at1314.UponrequestoftheCommissioners,thecountymanagerthenmadetworeports(anoriginalandafollow‐up)measuringparityintermsofdollarsawardedanddollarspaidintheareasofA&Eforblacks,Hispanics,andwomen,andconcludedbothtimesthatthe“Countyhasreachedparityforblack,Hispanic,andWomen‐ownedfirmsintheareasof[A&E]services.”Thefinalreportfurtherstated“Basedonalltheanalysesthathavebeenperformed,theCountydoesnothaveabasisfortheestablishmentofparticipationgoalswhichwouldallowstafftoapplycontractmeasures.”Id.at1315.ThedistrictcourtalsofoundthattheCommissionerswereinformedthat“therewasevenlessevidencetosupport[theMBE/WBE]programsasappliedtoarchitectsandengineersthentherewasincontractconstruction.”Id.Nonetheless,theCommissionersvotedtocontinuetheMBE/WBEparticipationgoalsattheirpreviouslevels.Id.

InMayof2000(18monthsafterthelawsuitwasfiled),theCountycommissionedDr.ManuelJ.Carvajal,aneconometrician,tostudyarchitectsandengineersinthecounty.Hisfinalreporthadfourparts:

(1)dataidentificationandcollectionofmethodologyfordisplayingtheresearchresults;(2)presentationanddiscussionoftablespertainingtoarchitecture,civilengineering,structuralengineering,andawardsofcontractsinthoseareas;(3)analysisofthestructureandempiricalestimatesofvarioussetsofregressionequations,thecalculationofcorrespondingindices,andanassessmentoftheirimportance;and(4)aconclusionthatthereisdiscriminationagainstwomenandHispanics—butnotagainstblacks—inthefieldsofarchitectureandengineering.

Id.ThedistrictcourtissuedapreliminaryinjunctionenjoiningtheuseoftheMBE/WBEprogramsforA&Econtracts,pendingtheUnitedStatesSupremeCourtdecisionsinGratzv.Bollinger,539U.S.244(2003)andGrutterv.Bollinger,539U.S.306(2003).Id.at1316.

ThecourtconsideredwhethertheMBE/WBEprogramswereviolativeofTitleVIIoftheCivilRightsAct,andwhethertheCountyandtheCountyCommissionerswereliableforcompensatoryandpunitivedamages.

ThedistrictcourtfoundthattheSupremeCourtdecisionsinGratzandGrutterdidnotaltertheconstitutionalanalysisassetforthinAdarandandCroson.Id.at1317.Accordingly,therace‐andethnicity‐basedclassificationsweresubjecttostrictscrutiny,meaningtheCountymustpresent“astrongbasisofevidence”indicatingtheMBE/WBEprogramwasnecessaryandthatitwas

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narrowlytailoredtoitspurportedpurpose.Id.at1316.Thegender‐basedclassificationsweresubjecttointermediatescrutiny,requiringtheCountytoshowthe“gender‐basedclassificationservesanimportantgovernmentalobjective,andthatitissubstantiallyrelatedtotheachievementofthatobjective.”Id.at1317(internalcitationsomitted).Thecourtfoundthattheproponentofagender‐basedaffirmativeactionprogrammustpresent“sufficientprobativeevidence”ofdiscrimination.Id.(internalcitationsomitted).Thecourtfoundthatundertheintermediatescrutinyanalysis,theCountymust(1)demonstratepastdiscriminationagainstwomenbutnotnecessarilyatthehandsoftheCounty,and(2)thatthegender‐consciousaffirmativeactionprogramneednotbeusedonlyasa“lastresort.”Id.

TheCountypresentedbothstatisticalandanecdotalevidence.Id.at1318.ThestatisticalevidenceconsistedofDr.Carvajal’sreport,mostofwhichconsistedof“post‐enactment”evidence.Id.Dr.Carvajal’sanalysissoughttodiscovertheexistenceofracial,ethnicandgenderdisparitiesintheA&Eindustry,andthentodeterminewhetheranysuchdisparitiescouldbeattributedtodiscrimination.Id.Thestudyusedfourdatasets:threeweredesignedtoestablishthemarketplaceavailabilityoffirms(architecture,structuralengineering,andcivilengineering),andthefourthfocusedonawardsissuedbytheCounty.Id.Dr.Carvajalusedthephonebook,alistcompiledbyinfoUSA,andalistoffirmsregisteredfortechnicalcertificationwiththeCounty’sDepartmentofPublicWorkstocompilealistofthe“universe”offirmscompetinginthemarket.Id.Forthearchitecturalfirmsonly,healsousedalistoffirmsthathadbeenissuedanarchitectureprofessionallicense.Id.

Dr.Carvajalthenconductedaphonesurveyoftheidentifiedfirms.Basedonhisdata,Dr.CarvajalconcludedthatdisparitiesexistedbetweenthepercentageofA&Efirmsownedbyblacks,Hispanics,andwomen,andthepercentageofannualbusinesstheyreceived.Id.Dr.Carvajalconductedregressionanalyses“inordertodeterminetheeffectafirmowner’sgenderorracehadoncertaindependentvariables.”Id.Dr.Carvajalusedthefirm’sannualvolumeofbusinessasadependentvariableanddeterminedthedisparitiesweredueineachcasetothefirm’sgenderand/orethnicclassification.Id.at1320.Healsoperformedvariantstotheequationsincluding:(1)usingcertificationratherthansurveydatafortheexperience/capacityindicators,(2)withtheoutliersdeleted,(3)withpublicly‐ownedfirmsdeleted,(4)withthedummyvariablesreversed,and(5)usingonlycurrentlycertifiedfirms.”Id.Dr.Carvajal’sresultsremainedsubstantiallyunchanged.Id.

Basedonhisanalysisofthemarketplacedata,Dr.Carvajalconcludedthatthe“grossstatisticaldisparities”intheannualbusinessvolumeforHispanic‐andwomen‐ownedfirmscouldbeattributedtodiscrimination;he“didnotfindsufficientevidenceofdiscriminationagainstblacks.”Id.

ThecourtheldthatDr.Carvajal’sstudyconstitutedneithera“strongbasisinevidence”ofdiscriminationnecessarytojustifyrace‐andethnicity‐consciousmeasures,nordiditconstitute“sufficientprobativeevidence”necessarytojustifythegender‐consciousmeasures.Id.ThecourtmadeaninitialfindingthatnodisparityexistedtoindicateunderutilizationofMBE/WBEsintheawardofA&EcontractsbytheCounty,norwasthereunderutilizationofMBE/WBEsinthecontractstheywereawarded.Id.Thecourtfoundthatananalysisoftheawarddataindicated,“[i]fanything,thedataindicatesanoverutilizationofminority‐ownedfirmsbytheCountyinrelationtotheirnumbersinthemarketplace.”Id.

Withrespecttothemarketplacedata,theCountyconcededthattherewasinsufficientevidenceofdiscriminationagainstblackstosupporttheBBEprogram.Id.at1321.WithrespecttothemarketplacedataforHispanicsandwomen,thecourtfoundit“unreliableandinaccurate”for

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threereasons:(1)thedatafailedtoproperlymeasurethegeographicmarket,(2)thedatafailedtoproperlymeasuretheproductmarket,and(3)themarketplacesurveywasunreliable.Id.at1321‐25.

ThecourtruledthatitwouldnotfollowtheTenthCircuitdecisionofConcreteWorksofColorado,Inc.v.CityandCountyofDenver,321F.3d950(10thCir.2003),astheburdenofproofenunciatedbytheTenthCircuitconflictswiththatoftheEleventhCircuit,andthe“TenthCircuit’sdecisionisflawedforthereasonsarticulatedbyJusticeScaliainhisdissentfromthedenialofcertiorari.”Id.at1325(internalcitationsomitted).

ThedefendantintervenorspresentedanecdotalevidencepertainingonlytodiscriminationagainstwomenintheCounty’sA&Eindustry.Id.TheanecdotalevidenceconsistedofthetestimonyofthreeA&Eprofessionalwomen,“nearlyall”ofwhichwasrelatedtodiscriminationintheawardofCountycontracts.Id.at1326.However,thedistrictcourtfoundthattheanecdotalevidencecontradictedDr.Carvajal’sstudyindicatingthatnodisparityexistedwithrespecttotheawardofCountyA&Econtracts.Id.

ThecourtquotedtheEleventhCircuitinEngineeringContractorsAssociationfortheproposition“thatonlyintherarecasewillanecdotalevidencesufficestandingalone.”Id.(internalcitationsomitted).Thecourtheldthat“[t]hisisnotoneofthoserarecases.”Thedistrictcourtconcludedthatthestatisticalevidencewas“unreliableandfail[ed]toestablishtheexistenceofdiscrimination,”andtheanecdotalevidencewasinsufficientasitdidnotevenreachthelevelofanecdotalevidenceinEngineeringContractorsAssociationwheretheCountyemployeesthemselvestestified.Id.

ThecourtmadeaninitialfindingthatanumberofminoritygroupsprovidedpreferentialtreatmentwereinfactmajoritiesintheCountyintermsofpopulation,votingcapacity,andrepresentationontheCountyCommission.Id.at1326‐1329.Forpurposesonlyofconductingthestrictscrutinyanalysis,thecourtthenassumedthatDr.Carvajal’sreportdemonstrateddiscriminationagainstHispanics(notetheCountyhadconcededithadinsufficientevidenceofdiscriminationagainstblacks)andsoughttodeterminewhethertheHBEprogramwasnarrowlytailoredtoremedyingthatdiscrimination.Id.at1330.However,thecourtfoundthatbecausethestudyfailedto“identifywhoisengaginginthediscrimination,whatformthediscriminationmighttake,atwhatstageintheprocessitistakingplace,orhowthediscriminationisaccomplished…itisvirtuallyimpossibletonarrowlytailoranyremedy,andtheHBEprogramfailsonthisfactalone.”Id.

ThecourtfoundthatevenaftertheCountyManagersinformedtheCommissionersthattheCountyhadreachedparityintheA&Eindustry,theCommissionersdeclinedtoenactaCSBEordinance,arace‐neutralmeasureutilizedintheconstructionindustryafterEngineeringContractorsAssociation.Id.Instead,theCommissionersvotedtocontinuetheHBEprogram.Id.ThecourtheldthattheCounty’sfailuretoevenexploreaprogramsimilartotheCSBEordinanceindicatedthattheHBEprogramwasnotnarrowlytailored.Id.at1331.

ThecourtalsofoundthattheCountyenactedabroadanti‐discriminationordinanceimposingharshpenaltiesforaviolationthereof.Id.However,“notasinglewitnessattrialknewofanyinstanceofacomplaintbeingbroughtunderthisordinanceconcerningtheA&Eindustry,”leadingthecourttoconcludethattheordinancewaseithernotbeingenforced,ornodiscriminationexisted.Id.Undereitherscenario,theHBEprogramcouldnotbenarrowlytailored.Id.

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ThecourtfoundthewaiverprovisionsintheHBEprograminflexibleinpractice.Id.Additionally,thecourtfoundtheCountyhadfailedtocomplywiththeprovisionsintheHBEprogramrequiringadjustmentofparticipationgoalsbasedonannualstudies,becausetheCountyhadnotinfactconductedannualstudiesforseveralyears.Id.Thecourtfoundthiseven“moreproblematic”becausetheHBEprogramdidnothaveabuilt‐indurationallimit,andthusblatantlyviolatedSupremeCourtjurisprudencerequiringthatracialandethnicpreferences“mustbelimitedintime.”Id.at1332,citingGrutter,123S.Ct.at2346.Fortheforegoingreasons,thecourtconcludedtheHBEprogramwasnotnarrowlytailored.Id.at1332.

WithrespecttotheWBEprogram,thecourtfoundthat“thefailureoftheCountytoidentifywhoisdiscriminatingandwhereintheprocessthediscriminationistakingplaceindicates(thoughnotconclusively)thattheWBEprogramisnotsubstantiallyrelatedtoeliminatingthatdiscrimination.”Id.at1333.Thecourtfoundthattheexistenceoftheanti‐discriminationordinance,therefusaltoenactasmallbusinessenterpriseordinance,andtheinflexibilityinsettingtheparticipationgoalsrenderedtheWBEprogramunabletosatisfythesubstantialrelationshiptest.Id.

ThecourtheldthattheCountywasliableforanycompensatorydamages.Id.at1333‐34.ThecourtheldthattheCommissionershadabsoluteimmunityfortheirlegislativeactions;however,theywerenotentitledtoqualifiedimmunityfortheiractionsinvotingtoapplytherace‐,ethnicity‐,andgender‐consciousmeasuresoftheMBE/WBEprogramsiftheiractionsviolated“clearlyestablishedstatutoryorconstitutionalrightsofwhichareasonablepersonwouldhaveknown…Accordingly,thequestioniswhetherthestateofthelawatthetimetheCommissionersvotedtoapply[race‐,ethnicity‐,andgender‐consciousmeasures]gavethem‘fairwarning’thattheiractionswereunconstitutional.“Id.at1335‐36(internalcitationsomitted).

ThecourtheldthattheCommissionerswerenotentitledtoqualifiedimmunitybecausethey“hadbeforethematleastthreecasesthatgavethemfairwarningthattheirapplicationoftheMBE/WBEprograms…wereunconstitutional:Croson,Adarandand[EngineeringContractorsAssociation].”Id.at1137.ThecourtfoundthattheCommissionersvotedtoapplythecontractmeasuresaftertheSupremeCourtdecidedbothCrosonandAdarand.Id.Moreover,theEleventhCircuithadalreadystruckdowntheconstructionprovisionsofthesameMBE/WBEprograms.Id.Thus,thecaselawwas“clearlyestablished”andgavetheCommissionersfairwarningthattheMBE/WBEprogramswereunconstitutional.Id.

ThecourtalsofoundtheCommissionershadspecificinformationfromtheCountyManagerandotherinternalstudiesindicatingtheproblemswiththeMBE/WBEprogramsandindicatingthatparityhadbeenachieved.Id.at1338.Additionally,theCommissionersdidnotconducttheannualstudiesmandatedbytheMBE/WBEordinanceitself.Id.Foralltheforegoingreasons,thecourtheldtheCommissionersweresubjecttoindividualliabilityforanycompensatoryandpunitivedamages.

ThedistrictcourtenjoinedtheCounty,theCommissioners,andtheCountyManagerfromusing,orrequiringtheuseof,gender,racial,orethniccriteriaindeciding(1)whetheraresponsetoanRFPsubmittedforA&Eworkisresponsive,(2)whethersucharesponsewillbeconsidered,and(3)whetheracontractwillbeawardedtoaconsultantsubmittingsucharesponse.Thecourtawardedtheplaintiffs$100eachinnominaldamagesandreasonableattorneys’feesandcosts,forwhichitheldtheCountyandtheCommissionersjointlyandseverallyliable.

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18. Florida A.G.C. Council, Inc. v. State of Florida, 303 F. Supp.2d 1307 (N.D. Fla. 2004) 

ThiscaseisinstructivetothedisparitystudyastothemannerinwhichdistrictcourtswithintheEleventhCircuitareinterpretingandapplyingEngineeringContractorsAssociation.Itisalsoinstructiveintermsofthetypeoflegislationtobeconsideredbythelocalandstategovernmentsastowhatthecourtsconsidertobea“race‐conscious”programand/orlegislation,aswellastothesignificanceoftheimplementationofthelegislationtotheanalysis.

Theplaintiffs,A.G.C.Council,Inc.andtheSouthFloridaChapteroftheAssociatedGeneralContractorsbroughtthiscasechallengingtheconstitutionalityofcertainprovisionsofaFloridastatute(Section287.09451,etseq.).TheplaintiffscontendedthatthestatuteviolatedtheEqualProtectionClauseoftheFourteenthAmendmentbyinstitutingrace‐andgender‐conscious“preferences”inordertoincreasethenumericrepresentationof“MBEs”incertainindustries.

Accordingtothecourt,theFloridaStatuteenactedrace‐consciousandgender‐consciousremedialprogramstoensureminorityparticipationinstatecontractsforthepurchaseofcommoditiesandinconstructioncontracts.TheStatecreatedtheOfficeofSupplierDiversity(“OSD”)toassistMBEstobecomesuppliersofcommodities,servicesandconstructiontothestategovernment.TheOSDhadcertainresponsibilities,includingadoptingrulesmeanttoassesswhetherstateagencieshavemadegoodfaitheffortstosolicitbusinessfromMBEs,andtomonitorwhethercontractorshavemadegoodfaitheffortstocomplywiththeobjectiveofgreateroverallMBEparticipation.

Thestatuteenumeratedmeasuresthatcontractorsshouldundertake,suchasminority‐centeredrecruitmentinadvertisingasameansofadvancingthestatute’spurpose.ThestatuteprovidedthateachStateagencyis“encouraged”tospend21percentofthemoniesactuallyexpendedforconstructioncontracts,25percentofthemoniesactuallyexpendedforarchitecturalandengineeringcontracts,24percentofthemoniesactuallyexpendedforcommoditiesand50.5percentofthemoniesactuallyexpendedforcontractualservicesduringthefiscalyearforthepurposeofenteringintocontractswithcertifiedMBEs.ThestatutealsoprovidedthatstateagenciesareallowedtoallocatecertainpercentagesforblackAmericans,HispanicAmericansandforAmericanwomen,andthegoalsarebrokendownbyconstructioncontracts,architecturalandengineeringcontracts,commoditiesandcontractualservices.

TheStatetookthepositionthatthespendinggoalswere“precatory.”Thecourtfoundthattheplaintiffshadstandingtomaintaintheactionandtopursueprospectiverelief.Thecourtheldthatthestatutewasunconstitutionalbasedonthefindingthatthespendinggoalswerenotnarrowlytailoredtoachieveagovernmentalinterest.Thecourtdidnotspecificallyaddresswhetherthearticulatedreasonsforthegoalscontainedinthestatutehadsufficientevidence,butinsteadfoundthatthearticulatedreasonwould,“iftrue,”constituteacompellinggovernmentalinterestnecessitatingrace‐consciousremedies.Ratherthanexploretheevidence,thecourtfocusedonthenarrowlytailoredrequirementandheldthatitwasnotsatisfiedbytheState.

ThecourtfoundthattherewasnoevidenceintherecordthattheStatecontemplatedrace‐neutralmeanstoaccomplishtheobjectivessetforthinSection287.09451etseq.,suchas“‘simplificationofbiddingprocedures,relaxationofbondingrequirements,trainingorfinancialaidfordisadvantagedentrepreneursofallraces[which]wouldopenthepubliccontractingmarkettoallthosewhohavesufferedtheeffectsofpastdiscrimination.’”FloridaA.G.C.Council,

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303F.Supp.2dat1315,quotingEng’gContractorsAss’n,122F.3dat928,quotingCroson,488U.S.at509‐10.

ThecourtnotedthatdefendantsdidnotseemtodisagreewiththereportissuedbytheStateofFloridaSenatethatconcludedtherewaslittleevidencetosupportthespendinggoalsoutlinedinthestatute.Rather,theStateofFloridaarguedthatthestatuteis“permissive.”Thecourt,however,heldthat“thereisnodistinctionbetweenastatutethatisprecatoryversusonethatiscompulsorywhenthechallengedstatute‘inducesanemployertohirewithaneyetowardmeeting…[a]numericaltarget.’FloridaA.G.C.Council,303F.Supp.2dat1316.

ThecourtfoundthattheStateappliespressuretoStateagenciestomeetthelegislativeobjectivesofthestatuteextendingbeyondsimpleoutreachefforts.TheStateagencies,accordingtothecourt,wererequiredtocoordinatetheirMBEprocurementactivitieswiththeOSD,whichincludesadoptingaMBEutilizationplan.IftheStateagencydeviatedfromtheutilizationplanintwoconsecutiveandthreeoutoffivetotalfiscalyears,thentheOSDcouldreviewanyandallsolicitationsandcontractawardsoftheagencyasdeemednecessaryuntilsuchtimeastheagencymetitsutilizationplan.Thecourtheldthatbasedonthesefactors,althoughallegedtobe“permissive,”thestatutetextuallywasnot.

Therefore,thecourtfoundthatthestatutewasnotnarrowlytailoredtoserveacompellinggovernmentalinterest,andconsequentlyviolatedtheEqualProtectionClauseoftheFourteenthAmendment.

19. The Builders Ass’n of Greater Chicago v. The City of Chicago, 298 F. Supp.2d 725 (N.D. Ill. 2003) 

Thiscaseisinstructivebecauseofthecourt’sfocusandanalysisonwhethertheCityofChicago’sMBE/WBEprogramwasnarrowlytailored.Thebasisofthecourt’sholdingthattheprogramwasnotnarrowlytailoredisinstructiveforanyprogramconsideredbecauseofthereasonsprovidedastowhytheprogramdidnotpassmuster.

Theplaintiff,theBuildersAssociationofGreaterChicago,broughtthissuitchallengingtheconstitutionalityoftheCityofChicago’sconstructionMinority‐andWomen‐OwnedBusiness(“MWBE”)Program.ThecourtheldthattheCityofChicago’sMWBEprogramwasunconstitutionalbecauseitdidnotsatisfytherequirementthatitbenarrowlytailoredtoachieveacompellinggovernmentalinterest.Thecourtheldthatitwasnotnarrowlytailoredforseveralreasons,includingbecausetherewasno“meaningfulindividualizedreview”ofMBE/WBEs;ithadnoterminationdatenordidithaveanymeansfordeterminingatermination;the“graduation”revenueamountforfirmstograduateoutoftheprogramwasveryhigh,$27,500,000,andinfactveryfewfirmsgraduated;therewasnonetworththreshold;and,waiverswererarelyornevergrantedonconstructioncontracts.ThecourtfoundthattheCityprogramwasa“rigidnumericalquota,”notrelatedtothenumberofavailable,willingandablefirms.Formulisticpercentages,thecourtheld,couldnotsurvivethestrictscrutiny.

Thecourtheldthatthegoalsplandidnotaddressissuesraisedastodiscriminationregardingmarketaccessandcredit.Thecourtfoundthatagoalsprogramdoesnotdirectlyimpactprimecontractor’sselectionofsubcontractorsonnon‐goalsprivateprojects.Thecourtfoundthataset‐asideorgoalsprogramdoesnotdirectlyimpactdifficultiesinaccessingcredit,anddoesnotaddressdiscriminatoryloandenialsorhigherinterestrates.ThecourtfoundtheCityhasnotsoughttoattackdiscriminationbyprimesdirectly,“butitcould.”298F.2d725.“Tomonitorpossiblediscriminatoryconductitcouldmaintainitscertificationlistandrequirethose

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contractingwiththeCitytoconsiderunsolicitedbids,tomaintainbiddingrecords,andtojustifyrejectionofanycertifiedfirmsubmittingthelowestbid.ItcouldalsorequirefirmsseekingCityworktopostprivatejobsaboveacertainminimumonawebsiteorotherwiseprovidepublicnotice…”Id.

Thecourtconcludedthatotherrace‐neutralmeanswereavailabletoimpactcredit,highinterestrates,andotherpotentialmarketplacediscrimination.Thecourtpointedtorace‐neutralmeansincludinglinkeddeposits,withtheCitybankingatinstitutionsmakingloanstostartupandsmallerfirms.Otherrace‐neutralprogramsreferencedincludedquickpayandcontractdownsizing;restrictingself‐performancebyprimecontractors;adirectloanprogram;waiverofbondsoncontractsunder$100,000;abankparticipationloanprogram;a2percentlocalbusinesspreference;outreachprogramsandtechnicalassistanceandworkshops;andseminarspresentedtonewconstructionfirms.

Thecourtheldthatraceandethnicitydomatter,butthatracialandethnicclassificationsarehighlysuspect,canbeusedonlyasalastresort,andcannotbemadebysomemechanicalformulation.Therefore,thecourtconcludedtheCity’sMWBEProgramcouldnotstandinitspresentguise.Thecourtheldthatthepresentprogramwasnotnarrowlytailoredtoremedypastdiscriminationandthediscriminationdemonstratedtonowexist.

Thecourtenteredaninjunction,butdelayedtheeffectivedateforsixmonthsfromthedateofitsOrder,December29,2003.ThecourtheldthattheCityhada“compellinginterestinnothavingitsconstructionprojectsslipbacktonearmonopolydominationbywhitemalefirms.”Thecourtruledabriefcontinuationoftheprogramforsixmonthswasappropriate“astheCityrethinksthemanytoolsofredressithasavailable.”Subsequently,thecourtdeclaredunconstitutionaltheCity’sMWBEProgramwithrespecttoconstructioncontractsandpermanentlyenjoinedtheCityfromenforcingtheProgram.2004WL757697(N.D.Ill2004).

20. Kornhass Construction, Inc. v. State of Oklahoma, Department of Central Services, 140 F.Supp.2d 1232 (W.D. OK. 2001) 

Plaintiffs,non‐minoritycontractors,broughtthisactionagainsttheStateofOklahomachallengingminoritybidpreferenceprovisionsintheOklahomaMinorityBusinessEnterpriseAssistanceAct(“MBEAct”).TheOklahomaMBEActestablishedabidpreferenceprogrambywhichcertifiedminoritybusinessenterprisesaregivenfavorabletreatmentoncompetitivebidssubmittedtothestate.140F.Supp.2dat1235–36.UndertheMBEAct,thebidsofnon‐minoritycontractorswereraisedby5percent,placingthematacompetitivedisadvantageaccordingtothedistrictcourt.Id.at1235–1236.

Thenamedplaintiffsbidonstatecontractsinwhichtheirbidswereincreasedby5percentastheywerenon‐minoritybusinessenterprises.Althoughtheplaintiffsactuallysubmittedthelowestdollarbids,oncethe5percentfactorwasapplied,minoritybiddersbecamethesuccessfulbiddersoncertaincontracts.140F.Supp.at1237.

IndeterminingtheconstitutionalityorvalidityoftheOklahomaMBEAct,thedistrictcourtwasguidedinitsanalysisbytheTenthCircuitCourtofAppealsdecisioninAdarandConstructors,Inc.v.Slater,288F.3d1147(10thCir.2000).ThedistrictcourtpointedoutthatinAdarandVII,theTenthCircuitfoundcompellingevidenceofbarrierstobothminoritybusinessformationandexistingminoritybusinesses.Id.at1238.Insum,thedistrictcourtnotedthattheTenthCircuitconcludedthattheGovernmenthadmetitsburdenofpresentingastrongbasisinevidence

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sufficienttosupportitsarticulated,constitutionallyvalid,compellinginterest.140F.Supp.2dat1239,citingAdarandVII,228F.3d1147,1174.

Compellingstateinterest. Thedistrictcourt,followingAdarandVII,appliedthestrictscrutinyanalysis,arisingoutoftheFourteenthAmendment’sEqualProtectionClause,inwhicharace‐basedaffirmativeactionprogramwithstandsstrictscrutinyonlyifitisnarrowlytailoredtoserveacompellinggovernmentalinterest.Id.at1239.ThedistrictcourtpointedoutthatitisclearfromSupremeCourtprecedent,theremaybeacompellinginterestsufficienttojustifyrace‐consciousaffirmativeactionmeasures.Id.TheFourteenthAmendmentpermitsrace‐consciousprogramsthatseekbothtoeradicatediscriminationbythegovernmentalentityitselfandtopreventthegovernmentalentityfrombecominga“passiveparticipant”inasystemofracialexclusionpracticedbyprivatebusinesses.Id.at1240.Therefore,thedistrictcourtconcludedthatboththefederalandstategovernmentshaveacompellinginterestassuringthatpublicdollarsdonotservetofinancetheevilofprivateprejudice.Id.

Thedistrictcourtstatedthata“merestatisticaldisparityintheproportionofcontractsawardedtoaparticulargroup,standingalone,doesnotdemonstratetheevilofprivateorpublicracialprejudice.”Id.Rather,thecourtheldthatthe“benchmarkforjudgingtheadequacyofastate’sfactualpredicateforaffirmativeactionlegislationiswhetherthereexistsastrongbasisintheevidenceofthestate’sconclusionthatremedialactionwasnecessary.”Id.ThedistrictcourtfoundthattheSupremeCourtmadeitclearthatthestatebearstheburdenofdemonstratingastrongbasisinevidenceforitsconclusionthatremedialactionwasnecessarybyprovingeitherthatthestateitselfdiscriminatedinthepastorwas“apassiveparticipant”inprivateindustry’sdiscriminatorypractices.Id.at1240,citingtoAssociatedGeneralContractorsofOhio,Inc.v.Drabik,214F.3d730,735(6thCir.2000)andCityofRichmondv.J.A.CrosonCompany,488U.S.469at486‐492(1989).

Withthisbackground,theStateofOklahomastatedthatitscompellingstateinterest“istopromotetheeconomyoftheStateandtoensurethatminoritybusinessenterprisesaregivenanopportunitytocompeteforstatecontracts.”Id.at1240.Thus,thedistrictcourtfoundtheStateadmittedthattheMBEAct’sbidpreference“isnotbasedonpastdiscrimination,”rather,itisbasedonadesireto“encourag[e]economicdevelopmentofminoritybusinessenterpriseswhichinturnwillbenefittheStateofOklahomaasawhole.”Id.InlightofAdarandVII,andprevailingSupremeCourtcaselaw,thedistrictcourtfoundthatthisarticulatedinterestisnot“compelling”intheabsenceofevidenceofpastorpresentracialdiscrimination.Id.

ThedistrictcourtconsideredtestimonypresentedbyIntervenorswhoparticipatedinthecaseforthedefendantsandassertedthattheOklahomalegislatureconductedaninterimstudypriortoadoptionoftheMBEAct,duringwhichtestimonyandevidencewerepresentedtomembersoftheOklahomaLegislativeBlackCaucusandotherparticipatinglegislators.Thestudywasconductedmorethan14yearspriortothecaseandtheIntervenorsdidnotactuallyofferanyoftheevidencetothecourtinthiscase.TheIntervenorssubmittedanaffidavitfromthewitnesswhoservesastheTitleVICoordinatorfortheOklahomaDepartmentofTransportation.Thecourtfoundthattheaffidavitfromthewitnessaverredingeneraltermsthatminoritybusinesseswerediscriminatedagainstintheawardingofstatecontracts.ThedistrictcourtfoundthattheIntervenorshavenotproduced—orindeedevendescribed—theevidenceofdiscrimination.Id.at1241.Thedistrictcourtfoundthatitcannotbediscernedfromthedocumentswhichminoritybusinesseswerethevictimsofdiscrimination,orwhichracialorethnicgroupsweretargetedbysuchallegeddiscrimination.Id.

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ThecourtalsofoundthattheIntervenors’evidencedidnotindicatewhatdiscriminatoryactsorpracticesallegedlyoccurred,orwhentheyoccurred.Id.ThedistrictcourtstatedthattheIntervenorsdidnotidentify“asinglequalified,minority‐ownedbidderwhowasexcludedfromastatecontract.”Id.Thedistrictcourt,thus,heldthatbroadallegationsof“systematic”exclusionofminoritybusinesseswerenotsufficienttoconstituteacompellinggovernmentalinterestinremedyingpastorcurrentdiscrimination.Id.at1242.Thedistrictcourtstatedthatthiswasparticularlytrueinlightofthe“State’sadmissionherethattheState’sgovernmentalinterestwasnotinremedyingpastdiscriminationinthestatecompetitivebiddingprocess,butin‘encouragingeconomicdevelopmentofminoritybusinessenterpriseswhichinturnwillbenefittheStateofOklahomaasawhole.’”Id.at1242.

ThecourtfoundthattheStatedefendantsfailedtoproduceanyadmissibleevidenceofasingle,specificdiscriminatoryact,oranysubstantialevidenceshowingapatternofdeliberateexclusionfromstatecontractsofminority‐ownedbusinesses.Id.at1241‐1242,footnote11.

ThedistrictcourtalsonotedthattheSixthCircuitCourtofAppealsinDrabikrejectedOhio’sstatisticalevidenceofunderutilizationofminoritycontractorsbecausetheevidencedidnotreporttheactualuseofminorityfirms;rather,theyreportedonlytheuseofthoseminorityfirmsthathadgonetothetroubleofbeingcertifiedandlistedbythestate.Id.at1242,footnote12.Thedistrictcourtstatedthat,asinDrabik,theevidencepresentedinsupportoftheOklahomaMBEActfailedtoaccountforthepossibilitythatsomeminoritycontractorsmightnotregisterwiththestate,andthestatisticsdidnotaccountforanycontractsawardedtobusinesseswithminorityownershipoflessthan51percent,orforcontractsperformedinlargepartbyminority‐ownedsubcontractorswheretheprimecontractorwasnotacertifiedminority‐ownedbusiness.Id.

ThedistrictcourtfoundthattheMBEAct’sminoritybiddingpreferencewasnotpredicateduponafindingofdiscriminationinanyparticularindustryorregionofthestate,ordiscriminationagainstanyparticularracialorethnicgroup.Thecourtstatedthattherewasnoevidenceofferedofactualdiscrimination,pastorpresent,againstthespecificracialandethnicgroupstowhomthepreferencewasextended,otherthananattempttoshowahistoryofdiscriminationagainstAfricanAmericans.Id.at1242.

Narrowtailoring. ThedistrictcourtfoundthateveniftheState’sgoalscouldnotbeconsidered“compelling,”theStatedidnotshowthattheMBEActwasnarrowlytailoredtoservethosegoals.ThecourtpointedoutthattheTenthCircuitinAdarandVIIidentifiedsixfactorsthecourtmustconsiderindeterminingwhethertheMBEAct’sminoritypreferenceprovisionsweresufficientlynarrowlytailoredtosatisfyequalprotection:(1)theavailabilityofrace‐neutralalternativeremedies;(2)limitsonthedurationofthechallengedpreferenceprovisions;(3)flexibilityofthepreferenceprovisions;(4)numericalproportionality;(5)theburdenonthirdparties;and(6)over‐orunder‐inclusiveness.Id.at1242‐1243.

First,intermsofrace‐neutralalternativeremedies,thecourtfoundthattheevidenceofferedshowed,atmost,thatnominaleffortsweremadetoassistminority‐ownedbusinessespriortotheadoptionoftheMBEAct’sracialpreferenceprogram.Id.at1243.ThecourtconsideredevidenceregardingtheMinorityAssistanceProgram,butfoundthattobeprimarilyinformationalservicesonly,andwasnotdesignedtoactuallyassistminoritiesorotherdisadvantagedcontractorstoobtaincontractswiththeStateofOklahoma.Id.at1243.Incontrasttothis“informational”program,thecourtnotedtheTenthCircuitinAdarandVIIfavorablyconsideredthefederalgovernment’suseofraciallyneutralalternativesaimedatdisadvantagedbusinesses,includingassistancewithobtainingprojectbonds,assistancewith

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securingcapitalfinancing,technicalassistance,andotherprogramsdesignedtoassiststart‐upbusinesses.Id.at1243citingAdarandVII,228F.3dat1178‐1179.

ThedistrictcourtfoundthatitdoesnotappearfromtheevidencethatOklahoma’sMinorityAssistanceProgramprovidedthetypeofrace‐neutralreliefrequiredbytheTenthCircuitinAdarandVII,intheSupremeCourtintheCrosondecision,nordoesitappearthattheProgramwasraciallyneutral.Id.at1243.ThecourtfoundthattheStateofOklahomadidnotshowanymeaningfulformofassistancetonewordisadvantagedbusinessespriortotheadoptionoftheMBEAct,andthus,thecourtfoundthatthestatedefendantshadnotshownthatOklahomaconsideredrace‐neutralalternativemeanstoachievethestate’sgoalpriortoadoptionoftheminoritybidpreferenceprovisions.Id.at1243.

Inafootnote,thedistrictcourtpointedoutthattheTenthCircuithasrecognizedraciallyneutralprogramsdesignedtoassistallneworfinanciallydisadvantagedbusinessesinobtaininggovernmentcontractstendtobenefitminority‐ownedbusinesses,andcanhelpalleviatetheeffectsofpastandpresent‐daydiscrimination.Id.at1243,footnote15citingAdarandVII.

Thecourtconsideredtheevidenceofferedofpost‐enactmenteffortsbytheStatetoincreaseminorityparticipationinStatecontracting.Thecourtfoundthatmostoftheseeffortsweredirectedtowardencouragingtheparticipationofcertifiedminoritybusinessenterprises,“andarethusnotraciallyneutral.ThisevidencefailstodemonstratethattheStateemployedrace‐neutralalternativemeasurespriortoorafteradoptingtheMinorityBusinessEnterpriseAssistanceAct.”Id.at1244.Someoftheeffortsthecourtfoundweredirectedtowardencouragingtheparticipationofcertifiedminoritybusinessenterprisesandthusnotraciallyneutral,includedmailingvendorregistrationformstominorityvendors,telephoningandmailingletterstominorityvendors,providingassistancetovendorsincompletingregistrationforms,assuringthevendorsreceivedbidinformation,preparingaminoritybusinessdirectoryanddistributingittoallstateagencies,periodicallymailingconstructionprojectinformationtominorityvendors,andprovidingcommodityinformationtominorityvendorsuponrequest.Id.at1244,footnote16.

Intermsofdurationallimitsandflexibility,thecourtfoundthatthe“goal”of10percentofthestate’scontractsbeingawardedtocertifiedminoritybusinessenterpriseshadneverbeenreached,orevenapproached,duringthethirteenyearssincetheMBEActwasimplemented.Id.at1244.Thecourtfoundthedefendantsofferednoevidencethatthebidpreferencewaslikelytoendatanytimeintheforeseeablefuture,orthatitisotherwiselimitedinitsduration.Id.UnlikethefederalprogramsatissueinAdarandVII,thecourtstatedtheOklahomaMBEActhasnoinherenttimelimit,andnoprovisionfordisadvantagedminority‐ownedbusinessesto“graduate”frompreferenceeligibility.Id.ThecourtfoundtheMBEActwasnotlimitedtothoseminority‐ownedbusinesseswhichareshowntobeeconomicallydisadvantaged.Id.

ThecourtstatedthattheMBEActmadenoattempttoaddressorremedyanyactual,demonstratedpastorpresentracialdiscrimination,andtheMBEAct’sdurationwasnottiedinanywaytotheeradicationofsuchdiscrimination.Id.Instead,thecourtfoundtheMBEActrestsonthe“questionableassumptionthat10percentofallstatecontractdollarsshouldbeawardedtocertifiedminority‐ownedandoperatedbusinesses,withoutanyshowingthatthisassumptionisreasonable.”Id.at1244.

BythetermsoftheMBEAct,theminoritypreferenceprovisionswouldcontinueinplaceforfiveyearsafterthegoalof10percentminorityparticipationwasreached,andthusthedistrictcourt

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concludedthattheMBEAct’sminoritypreferenceprovisionslackedreasonabledurationallimits.Id.at1245.

Withregardtothefactorof“numericalproportionality”betweentheMBEAct’saspirationalgoalandthenumberofexistingavailableminority‐ownedbusinesses,thecourtfoundtheMBEAct’s10percentgoalwasnotbasedupondemonstrableevidenceoftheavailabilityofminoritycontractorswhowereeitherqualifiedtobidorwhowereready,willingandabletobecomequalifiedtobidonstatecontracts.Id.at1246–1247.ThecourtpointedoutthattheMBEActmadenoattempttodistinguishbetweenthefourminorityracialgroups,sothatcontractsawardedtomembersofallofthepreferredraceswereaggregatedindeterminingwhetherthe10percentaspirationalgoalhadbeenreached.Id.at1246.Inaddition,thecourtfoundtheMBEActaggregatedallstatecontractsforgoodsandservices,sothatminorityparticipationwasdeterminedbythetotalnumberofdollarsspentonstatecontracts.Id.

ThecourtstatedthatinAdarandVII,theTenthCircuitrejectedthecontentionthattheaspirationalgoalswererequiredtocorrespondtoanactualfindingastothenumberofexistingminority‐ownedbusinesses.Id.at1246.ThecourtnotedthatthegovernmentsubmittedevidenceinAdarandVII,thattheeffectsofpastdiscriminationhadexcludedminoritiesfromenteringtheconstructionindustry,andthatthenumberofavailableminoritysubcontractorsreflectedthatdiscrimination.Id.Inlightofthisevidence,thedistrictcourtsaidtheTenthCircuitheldthattheexistingpercentageofminority‐ownedbusinessesis“notnecessarilyanabsolutecap”onthepercentagethataremedialprogrammightlegitimatelyseektoachieve.Id.at1246,citingAdarandVII,228F.3dat1181.

UnlikeAdarandVII,thecourtfoundthattheOklahomaStatedefendantsdidnotoffer“substantialevidence”thattheminoritiesgivenpreferentialtreatmentundertheMBEActwereprevented,throughpastdiscrimination,fromenteringanyparticularindustry,orthatthenumberofavailableminoritysubcontractorsinthatindustryreflectsthatdiscrimination.140F.Supp.2dat1246.ThecourtconcludedthattheOklahomaStatedefendantsdidnotofferanyevidenceofthenumberofminority‐ownedbusinessesdoingbusinessinanyofthemanyindustriescoveredbytheMBEAct.Id.at1246–1247.

Withregardtotheimpactonthirdpartiesfactor,thecourtpointedouttheTenthCircuitinAdarandVIIstatedthemerepossibilitythatinnocentpartieswillsharetheburdenofaremedialprogramisitselfinsufficienttowarranttheconclusionthattheprogramisnotnarrowlytailored.Id.at1247.ThedistrictcourtfoundtheMBEAct’sbidpreferenceprovisionspreventednon‐minoritybusinessesfromcompetingonanequalbasiswithcertifiedminoritybusinessenterprises,andthatinsomeinstancesplaintiffshadbeenrequiredtolowertheirintendedbidsbecausetheyknewminorityfirmswerebidding.Id.Thecourtpointedoutthatthe5percentpreferenceisapplicabletoallcontractsawardedunderthestate’sCentralPurchasingActwithnotimelimitation.Id.

Intermsofthe“under‐andover‐inclusiveness”factor,thecourtobservedthattheMBEActextendeditsbiddingpreferencetoseveralracialminoritygroupswithoutregardtowhethereachofthosegroupshadsufferedfromtheeffectsofpastorpresentracialdiscrimination.Id.at1247.ThedistrictcourtreiteratedtheOklahomaStatedefendantsdidnotofferanyevidenceatallthattheminorityracialgroupsidentifiedintheActhadactuallysufferedfromdiscrimination.Id.

Second,thedistrictcourtfoundtheMBEAct’sbiddingpreferenceextendstoallcontractsforgoodsandservicesawardedundertheState’sCentralPurchasingAct,withoutregardto

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whethermembersofthepreferredminoritygroupshadbeenthevictimsofpastorpresentdiscriminationwithinthatparticularindustryortrade.Id.

Third,thedistrictcourtnotedthepreferenceextendstoallbusinessescertifiedasminority‐ownedandcontrolled,withoutregardtowhetheraparticularbusinessiseconomicallyorsociallydisadvantaged,orhassufferedfromtheeffectsofpastorpresentdiscrimination.Id.Thecourtthusfoundthatthefactorofover‐inclusivenessweighsagainstafindingthattheMBEActwasnarrowlytailored.Id.

ThedistrictcourtinconclusionfoundthattheOklahomaMBEActviolatedtheConstitution’sFifthAmendmentguaranteeofequalprotectionandgrantedtheplaintiffs’MotionforSummaryJudgment.

21. Webster v. Fulton County, 51 F. Supp.2d 1354 (N.D. Ga. 1999), affirmed per curiam 218 F.3d 1267 (11th Cir. 2000) 

Thiscaseisinstructiveasitisanotherinstanceinwhichacourthasconsidered,analyzed,andruleduponarace‐,ethnicity‐andgender‐consciousprogram,holdingthelocalgovernmentMBE/WBE‐typeprogramfailedtosatisfythestrictscrutinyconstitutionalstandard.ThecasealsoisinstructiveinitsapplicationoftheEngineeringContractorsAssociationcase,includingtoadisparityanalysis,theburdensofproofonthelocalgovernment,andthenarrowlytailoredprongofthestrictscrutinytest.

Inthiscase,plaintiffWebsterbroughtanactionchallengingtheconstitutionalityofFultonCounty’s(the“County”)minorityandfemalebusinessenterpriseprogram(“M/FBE”)program.51F.Supp.2d1354,1357(N.D.Ga.1999).[ThedistrictcourtfirstsetforththeprovisionsoftheM/FBEprogramandconductedastandinganalysisat51F.Supp.2dat1356‐62].

Thecourt,citingEngineeringContractorsAssociationofS.Florida,Inc.v.Metro.EngineeringContractorsAssociation,122F.3d895(11thCir.1997),heldthat“[e]xplicitracialpreferencesmaynotbeusedexceptasa‘lastresort.’”Id.at1362‐63.ThecourtthensetforththestrictscrutinystandardforevaluatingracialandethnicpreferencesandthefourfactorsenunciatedinEngineeringContractorsAssociation,andtheintermediatescrutinystandardforevaluatinggenderpreferences.Id.at1363.ThecourtfoundthatunderEngineeringContractorsAssociation,thegovernmentcouldutilizebothpost‐enactmentandpre‐enactmentevidencetomeetitsburdenofa“strongbasisinevidence”forstrictscrutiny,and“sufficientprobativeevidence”forintermediatescrutiny.Id.

Thecourtfoundthatthedefendantbearstheinitialburdenofsatisfyingtheaforementionedevidentiarystandard,andtheultimateburdenofproofremainswiththechallengingpartytodemonstratetheunconstitutionalityoftheM/FBEprogram.Id.at1364.Thecourtfoundthattheplaintiffhasatleastthreemethods“torebuttheinferenceofdiscriminationwithaneutralexplanation:(1)demonstratethatthestatisticsareflawed;(2)demonstratethatthedisparitiesshownbythestatisticsarenotsignificant;or(3)presentconflictingstatisticaldata.”Id.,citingEng’gContractorsAss’n,122F.3dat916.

[ThedistrictcourtthensetforththeEngineeringContractorsAssociationopinionindetail.]

ThecourtfirstnotedthattheEleventhCircuithasrecognizedthatdisparityindicesgreaterthan80percentaregenerallynotconsideredindicationsofdiscrimination.Id.at1368,citingEng’gContractorsAssoc.,122F.3dat914.ThecourtthenconsideredtheCounty’spre‐1994disparity

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study(the“Brimmer‐MarshallStudy”)andfoundthatitfailedtoestablishastrongbasisinevidencenecessarytosupporttheM/FBEprogram.Id.at1368.

First,thecourtfoundthatthestudyrestedontheinaccurateassumptionthatastatisticalshowingofunderutilizationofminoritiesinthemarketplaceasawholewassufficientevidenceofdiscrimination.Id.at1369.ThecourtcitedCityofRichmondv.J.A.CrosonCo.,488U.S.496(1989)forthepropositionthatdiscriminationmustbefocusedoncontractingbytheentitythatisconsideringthepreferenceprogram.Id.BecausetheBrimmer‐MarshallStudycontainednostatisticalevidenceofdiscriminationbytheCountyintheawardofcontracts,thecourtfoundtheCountymustshowthatitwasa“passiveparticipant”indiscriminationbytheprivatesector.Id.ThecourtfoundthattheCountycouldtakeremedialactionifithadevidencethatprimecontractorsweresystematicallyexcludingminority‐ownedbusinessesfromsubcontractingopportunities,orifithadevidencethatitsspendingpracticesare“exacerbatingapatternofpriordiscriminationthatcanbeidentifiedwithspecificity.”Id.However,thecourtfoundthattheBrimmer‐MarshallStudycontainednosuchdata.Id.

Second,theBrimmer‐Marshallstudycontainednoregressionanalysistoaccountforrelevantvariables,suchasfirmsize.Id.at1369‐70.Attrial,Dr.Marshallsubmittedafollow‐uptotheearlierdisparitystudy.However,thecourtfoundthestudyhadthesameflawinthatitdidnotcontainaregressionanalysis.Id.ThecourtthusconcludedthattheCountyfailedtopresenta“strongbasisinevidence”ofdiscriminationtojustifytheCounty’sracialandethnicpreferences.Id.

ThecourtnextconsideredtheCounty’spost‐1994disparitystudy.Id.at1371.Thestudyfirstsoughttodeterminetheavailabilityandutilizationofminority‐andfemale‐ownedfirms.Id.Thecourtexplained:

Twomethodsmaybeusedtocalculateavailability:(1)bidanalysis;or(2)bidderanalysis.Inabidanalysis,theanalystcountsthenumberofbidssubmittedbyminorityorfemalefirmsoveraperiodoftimeanddividesitbythetotalnumberofbidssubmittedinthesameperiod.Inabidderanalysis,theanalystcountsthenumberofminorityorfemalefirmssubmittingbidsanddividesitbythetotalnumberoffirmswhichsubmittedbidsduringthesameperiod.

Id.ThecourtfoundthattheinformationprovidedinthestudywasinsufficienttoestablishafirmbasisinevidencetosupporttheM/FBEprogram.Id.at1371‐72.Thecourtalsofounditsignificanttoconductaregressionanalysistoshowwhetherthedisparitieswereeitherduetodiscriminationorotherneutralgrounds.Id.at1375‐76.

TheplaintiffandtheCountysubmittedstatisticalstudiesofdatacollectedbetween1994and1997.Id.at1376.ThecourtfoundthatthedatawerepotentiallyskewedduetotheoperationoftheM/FBEprogram.Id.Additionally,thecourtfoundthattheCounty’sstandarddeviationanalysisyieldednon‐statisticallysignificantresults(notingtheEleventhCircuithasstatedthatscientistsconsiderafindingoftwostandarddeviationssignificant).Id.(internalcitationsomitted).

ThecourtconsideredtheCounty’sanecdotalevidence,andquotedEngineeringContractorsAssociationforthepropositionthat“[a]necdotalevidencecanplayanimportantroleinbolsteringstatisticalevidence,butthatonlyintherarecasewillanecdotalevidencesufficestandingalone.”Id.,quotingEng’gContractorsAss’n,122F.3dat907.TheBrimmer‐Marshall

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Studycontainedanecdotalevidence.Id.at1379.Additionally,theCountyheldhearingsbutafterreviewingthetaperecordingsofthehearings,thecourtconcludedthatonlytwoindividualstestifiedtodiscriminationbytheCounty;oneofthemcomplainedthattheCountyusedtheM/FBEprogramtoonlybenefitAfricanAmericans.Id.Thecourtfoundthemostcommoncomplaintsconcernedbarriersinbonding,financing,andinsuranceandslowpaymentbyprimecontractors.Id.ThecourtconcludedthattheanecdotalevidencewasinsufficientinandofitselftoestablishafirmbasisfortheM/FBEprogram.Id.

ThecourtalsoappliedanarrowtailoringanalysisoftheM/FBEprogram.“TheEleventhCircuithasmadeitclearthattheessenceofthisinquiryiswhetherracialpreferenceswereadoptedonlyasa‘lastresort.’”Id.at1380,citingEng’gContractorsAssoc.,122F.3dat926.ThecourtcitedtheEleventhCircuit’sfour‐parttestandconcludedthattheCounty’sM/FBEprogramfailedonseveralgrounds.First,thecourtfoundthatarace‐basedproblemdoesnotnecessarilyrequirearace‐basedsolution.“Ifarace‐neutralremedyissufficienttocurearace‐basedproblem,thenarace‐consciousremedycanneverbenarrowlytailoredtothatproblem.”Id.,quotingEng’gContractorsAss’n,122F.3dat927.ThecourtfoundthattherewasnoevidenceofdiscriminationbytheCounty.Id.at1380.

ThecourtfoundthateventhoughamajorityoftheCommissionersontheCountyBoardwereAfricanAmerican,theCountyhadcontinuedtheprogramfordecades.Id.ThecourtheldthattheCountyhadnotseriouslyconsideredrace‐neutralmeasures:

ThereisnoevidenceintherecordthatanyCommissionerhasofferedaresolutionduringthisperiodsubstitutingaprogramofrace‐neutralmeasuresasanalternativetonumericalset‐asidesbaseduponraceandethnicity.ThereisnoevidenceintherecordofanyproposalbythestaffofFultonCountyofsubstitutingaprogramofrace‐neutralmeasuresasanalternativetonumericalset‐asidesbaseduponraceandethnicity.TherehasbeennoevidenceofferedofanydebatewithintheCommissionaboutsubstitutingaprogramofrace‐neutralmeasuresasanalternativetonumericalset‐asidesbaseduponraceandethnicity….Id.

ThecourtfoundthattherandominclusionofethnicandracialgroupswhohadnotsuffereddiscriminationbytheCountyalsomitigatedagainstafindingofnarrowtailoring.Id.ThecourtfoundthattherewasnoevidencethattheCountyconsideredrace‐neutralalternativesasanalternativetorace‐consciousmeasuresnorthatrace‐neutralmeasureswereinitiatedandfailed.Id.at1381.ThecourtconcludedthatbecausetheM/FBEprogramwasnotadoptedasalastresort,itfailedthenarrowtailoringtest.Id.

Additionally,thecourtfoundthattherewasnosubstantialrelationshipbetweenthenumericalgoalsandtherelevantmarket.Id.ThecourtrejectedtheCounty’sargumentthatitsprogramwaspermissiblebecauseitset“goals”asopposedto“quotas,”becausetheprograminEngineeringContractorsAssociationalsoutilized“goals”andwasstruckdown.Id.

PertheM/FBEprogram’sgender‐basedpreferences,thecourtfoundthattheprogramwassufficientlyflexibletosatisfythesubstantialrelationshipprongoftheintermediatescrutinystandard.Id.at1383.However,thecourtheldthattheCountyfailedtopresent“sufficientprobativeevidence”ofdiscriminationnecessarytosustainthegender‐basedpreferencesportionoftheM/FBEprogram.Id.

ThecourtfoundtheCounty’sM/FBEprogramunconstitutionalandenteredapermanentinjunctioninfavoroftheplaintiff.Id.Onappeal,theEleventhCircuitaffirmedpercuriam,stating

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onlythatitaffirmedonthebasisofthedistrictcourt’sopinion.Websterv.FultonCounty,Georgia,218F.3d1267(11thCir.2000).

22. Associated Gen. Contractors v. Drabik, 50 F. Supp.2d 741 (S.D. Ohio 1999) 

ThedistrictcourtinthiscasepointedoutthatithadstruckdownOhio’sMBEstatutethatprovidedrace‐basedpreferencesintheawardofstateconstructioncontractsin1998.50F.Supp.2dat744.Twoweeksearlier,thedistrictcourtfortheNorthernDistrictofOhio,likewise,foundthesameOhiolawunconstitutionalwhenitwasreliedupontosupportastatemandatedset‐asideprogramadoptedbytheCuyahogaCommunityCollege.SeeF.BuddieContracting,Ltd.v.CuyahogaCommunityCollegeDistrict,31F.Supp.2d571(N.D.Ohio1998).Id.at741.

Thestatedefendant’sappealedthiscourt’sdecisiontotheUnitedStatescourtofAppealsfortheSixthCircuit.Id.Thereafter,theSupremeCourtofOhioheldinthecaseofRitcheyProduce,Co.,Inc.v.TheStateofOhio,DepartmentofAdministrative,704N.E.2d874(1999),thattheOhiostatute,whichprovidedrace‐basedpreferencesinthestate’spurchaseofnonconstruction‐relatedgoodsandservices,wasconstitutional.Id.at744.

Whilethiscourt’sdecisionrelatedtoconstructioncontractsandtheOhioSupremeCourt’sdecisionrelatedtoothergoodsandservices,thedecisionscouldnotbereconciled,accordingtothedistrictcourt.Id.at744.Subsequently,thestatedefendantsmovedthiscourttostayitsorderofNovember2,1998inlightoftheOhioStateSupremeCourt’sdecisioninRitcheyProduce.ThedistrictcourttooktheopportunityinthiscasetoreconsideritsdecisionofNovember2,1998,andtothereasonsgivenbytheSupremeCourtofOhioforreachingtheoppositeresultinRitcheyProduce,anddecideinthiscasethatitsoriginaldecisionwascorrect,andthatastayofitsorderwouldonlyservetoperpetuatea“blatantlyunconstitutionalprogramofrace‐basedbenefits.Id.at745.

Inthisdecision,thedistrictcourtreaffirmeditsearlierholdingthattheStateofOhio’sMBEprogramofconstructioncontractawardsisunconstitutional.ThecourtcitedtoF.BuddieContractingv.CuyahogaCommunityCollege,31F.Supp.2d571(N.D.Ohio1998),holdingasimilarlocalOhioprogramunconstitutional.ThecourtrepudiatedtheOhioSupremeCourt’sholdinginRitcheyProduce,707N.E.2d871(Ohio1999),whichheldthattheStateofOhio’sMBEprogramasappliedtothestate’spurchaseofnon‐construction‐relatedgoodsandserviceswasconstitutional.ThecourtfoundtheevidencetobeinsufficienttojustifytheOhioMBEprogram.ThecourtheldthattheprogramwasnotnarrowlytailoredbecausetherewasnoevidencethattheStatehadconsideredarace‐neutralalternative.

StrictScrutiny.ThedistrictcourtheldthattheSupremeCourtofOhiodecisioninRitcheyProducewaswronglydecidedforthefollowingreasons:

(1)Ohio’sMBEprogramofrace‐basedpreferencesintheawardofstatecontractswasunconstitutionalbecauseitisunlimitedinduration.Id.at745.

(2)aprogramofrace‐basedbenefitscannotbesupportedbyevidenceofdiscriminationwhichisover20yearsold.Id.

(3)thestateSupremeCourtfoundthattherewasaseverenumericalimbalanceintheamountofbusinesstheStatedidwithminority‐ownedenterprises,basedonitsuncriticalacceptanceofessentially“worthlesscalculationscontainedinatwenty‐one

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year‐oldreport,whichmiscalculatedthepercentageofminority‐ownedbusinessesinOhioandmisrepresenteddataonthepercentageofstatepurchasecontractstheyhadreceived,allofwhichwaseasilydetectablebyexaminingthedatacitedbytheauthorsofthereport.”Id.at745.

(4)ThestateSupremeCourtfailedtorecognizethattheincorrectlycalculatedpercentageofminority‐ownedbusinessesinOhio(6.7percent)bearsnorelationshiptothe15percentset‐asidegoaloftheOhioAct.Id.

(5)thestateSupremeCourtappliedanincorrectruleoflawwhenitannouncedthatOhio’sprogrammustbeupheldunlessitisclearlyunconstitutionalbeyondareasonabledoubt,whereasaccordingtothedistrictcourtinthiscase,theSupremeCourtoftheUnitedStateshassaidthatallracialclassclassificationsarehighlysuspectandmustbesubjectedtostrictjudicialscrutiny.Id.

(6)theevidenceofpastdiscriminationthattheOhioGeneralAssemblyhadin1980didnotprovideafirmbasisinevidenceforarace‐basedremedy.Id.

Thus,thedistrictcourtdeterminedtheevidencecouldnotsupportacompellingstate‐interestforrace‐basedpreferencesforthestateofOhioMBEAct,inpartbasedonthefactevidenceofpastdiscriminationwasstaleandtwentyyearsold,andthestatisticalanalysiswasinsufficientbecausethestatedidnotknowhowmanyMBE’sintherelevantmarketarequalifiedtoundertakeprimeorsubcontractingworkinpublicconstructioncontracts.Id.at763‐771.ThestatisticalevidencewasfatallyflawedbecausetherelevantuniverseofminoritybuisnessesisnotallminoritybusinessesinthestateofOhio,butonlythosewillingandabletoenterintocontractswiththestateofOhio.Id.at761.Inthecaseofset‐asideprograminstateconstruction,therelevantuniverseisminority‐ownedconstructionfirmswillingandabletoenterintostateconstructioncontracts.Id.

NarrowTailoring.Thecourtaddressedthesecondprongofthestrictscrutinyanalysis,andfoundthattheOhioMBEprogramatissuewasnotnarrowlytailored.Thecourtconcludedthatthestatecouldnotsatisfythefourfactorstobeconsideredindeterminingwhetherrace‐consciousremediesareappropriate.Id.at763.First,thecourtstatedthattherewasnoconsiderationofrace‐neutralalternativestoincreaseminorityparticipationinstatecontractingbeforeresortingto“race‐basedquotas”.Id.at763‐764.Thecourtheldthatfailuretoconsiderrace‐neutralmeanswasfataltotheset‐asideprograminCroson,andthefailureoftheStateofOhiotoconsiderrace‐neutralmeansbeforeadoptingtheMBEActin1980likewise“doomsOhio’sprogramofrace‐basedquotas”.Id.at765.

Second,thecourtfoundtheOhioMBEActwasnotflexible.Thecourtstatedthatinsteadofallowingflexibilitytoameliorateharmfuleffectsoftheprogram,theimprecisionofthestatutorygoalshasbeenusedtojustifybureaucraticdecisionswhichincreaseitsimpactonnon‐minoritybusiness.”Id.at765.ThecourtsaidthewaiversystemforprimecontractsfocusessolelyontheavailabilityofMBEs.Id.at766.Thecourtnotedtheawardingagencymayremovethecontractfromthesetasideprogramandopenitupforbiddingbynon‐minoritycontractorsifnocertifiedMBEsubmitsabid,orifallbidssubmittedbyMBEsareconsideredunacceptablyhigh.Id.But,ineitherevent,thecourtpointedouttheagencyisthenrequiredtosetasideadditionalcontractstosatisfythenumericalquotarequiredbythestatute.Id.ThecourtconcludedthatthereisnoconsiderationgiventowhethertheparticularMBEseekingaracialpreferencehassufferedfromtheeffectsofpastdiscriminationbythestateorprimecontractors.Id.

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Third,thecourtfoundtheOhioMBEActwasnotappropriatelylimitedsuchthatitwillnotlastlongerthanthediscriminatoryeffectsitwasdesignedtoeliminate.Id.at766.Thecourtstatedthe1980MBEActisunlimitedinduration,andthereisnoevidencethestatehaseverreconsideredwhetheracompellingstateinterestexiststhatwouldjustifythecontinuationofarace‐basedremedyatanytimeduringthetwodecadestheActhasbeenineffect.Id.

Fourth,thecourtfoundthegoalsoftheOhioMBEActwerenotrelatedtotherelevantmarketandthattheActfailedthiselementofthe“narrowlytailored”requirementofstrictscrutiny.Id.at767‐768.Thecourtsaidthegoalof15percentfarexceedsthepercentageofavailableminorityfirms,andthusbearsnorelationshiptotherelevantmarket.Id.

Fifth,thecourtfoundtheconclusionoftheOhioSupremeCourtthattheburdensimposedonnon‐MBEsbyvirtueoftheset‐asiderequirementswererelativelylightwasincorrect.Id.at768.Thecourtconcludednon‐minoritycontractorsinvarioustradeswereeffectivelyexcludedfromtheopportunitytobidonanyworkfromlargestateagencies,departments,andinstitutionssolelybecauseoftheirrace.Id.at678.

Sixth,thecourtfoundtheOhioMBEActprovidedrace‐basedbenefitsbasedonarandominclusionofminoritygroups.Id.at770‐771.Thecourtstatedtherewasnoevidenceaboutthenumberofeachracialorethnicgrouportherespectivesharesofthetotalcapitalimprovementexpenditurestheyreceived.Id.at770.Noneofthestatisticalinformation,thecourtsaid,brokedownthepercentageofallfirmsthatwereownedbyspecificminoritygroupsorthedollaramountsofcontractsreceivedbyfirmsinspecificminoritygroups.Id.Thecourt,thus,concludedthattheOhioMBEActincludedminoritygroupsrandomlywithoutanyspecificevidencethatanygroupsufferedfromdiscriminationintheconstructionindustryinOhio.Id.at771.

Conclusion.Thecourtthusdeniedthemotionofthestatedefendantstostaythecourt’spriororderholdingunconstitutionaltheOhioMBEActpendingtheappealofthecourt’sorder.Id.at771.Thisopinionunderscoredthatgovernmentsmustshowseveralfactorstodemonstratenarrowtailoring:(1)thenecessityforthereliefandtheefficacyofalternativeremedies,(2)flexibilityanddurationoftherelief,(3)relationshipofnumericalgoalstotherelevantlabormarket,and(4)impactofthereliefontherightsofthirdparties.ThecourtheldtheOhioMBEprogramfailedtosatisfythistest.

23. Phillips & Jordan, Inc. v. Watts, 13 F. Supp.2d 1308 (N.D. Fla. 1998) 

ThiscaseisinstructivebecauseitaddressedachallengetoastateandlocalgovernmentMBE/WBE‐typeprogramandconsideredtherequisiteevidentiarybasisnecessarytosupporttheprogram.InPhillips&Jordan,thedistrictcourtfortheNorthernDistrictofFloridaheldthattheFloridaDepartmentofTransportation’s(“FDOT”)programof“settingaside”certainhighwaymaintenancecontractsforAfricanAmerican‐andHispanic‐ownedbusinessesviolatedtheEqualProtectionClauseoftheFourteenthAmendmenttotheUnitedStatesConstitution.Thepartiesstipulatedthattheplaintiff,anon‐minoritybusiness,hadbeenexcludedinthepastandmaybeexcludedinthefuturefromcompetingforcertainhighwaymaintenancecontracts“setaside”forbusinessenterprisesownedbyHispanicandAfricanAmericanindividuals.ThecourtheldthattheevidenceofstatisticaldisparitieswasinsufficienttosupporttheFloridaDOTprogram.

ThedistrictcourtpointedoutthatFloridaDOTdidnotclaimthatithadevidenceofintentionaldiscriminationintheawardofitscontracts.ThecourtstatedthattheessenceofFDOT’sclaimwasthatthetwoyeardisparitystudyprovidedevidenceofadisparitybetweentheproportion

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ofminoritiesawardedFDOTroadmaintenancecontractsandaportionoftheminorities“supposedlywillingandabletodoroadmaintenancework,”andthatFDOTdidnotitselfengageinanyracialorethnicdiscrimination,soFDOTmusthavebeenapassiveparticipantin“somebody’s”discriminatorypractices.

SinceitwasagreedinthecasethatFDOTdidnotdiscriminateagainstminoritycontractorsbiddingonroadmaintenancecontracts,thecourtfoundthattherecordcontainedinsufficientproofofdiscrimination.ThecourtfoundtheevidenceinsufficienttoestablishactsofdiscriminationagainstAfricanAmerican‐andHispanic‐ownedbusinesses.

Thecourtraisedquestionsconcerningthechoiceanduseofthestatisticalpoolofavailablefirmsrelieduponbythedisparitystudy.ThecourtexpressedconcernaboutwhetheritwasappropriatetouseCensusdatatoanalyzeanddeterminewhichfirmswereavailable(qualifiedand/orwillingandable)tobidonFDOTroadmaintenancecontracts.

F. Recent Decisions Involving the Federal DBE Program and its Implementation by State and Local Governments 

ThereareseveralrecentandpendingcasesinvolvingchallengestotheUnitedStatesFederalDBEProgramanditsimplementationbythestatesandtheirgovernmentalentitiesforfederally‐fundedprojects.Thesecasescouldhaveasignificantimpactonthenatureandprovisionsofcontractingandprocurementonfederally‐fundedprojects,includingandrelatingtotheutilizationofDBEs.Inaddition,thesecasesprovideaninstructiveanalysisoftherecentapplicationofthestrictscrutinytesttoMBE/WBE‐andDBE‐typeprograms.

Recent Decisions in Federal Circuit Courts of Appeal 

1. Mountain West Holding Co., Inc. v. The State of Montana, Montana DOT, et al., 2017 WL 2179120 (9th Cir. May 16, 2017), Memorandum opinion, (Not for Publication) United States Court of Appeals for the Ninth Circuit, May 16, 2017, Docket Nos. 14‐26097 and 15‐35003, dismissing in part, reversing in part and remanding the U.S. District Court decision at 2014 WL 6686734 (D. Mont. Nov. 26, 2014)  

Note: TheNinthCircuitCourtofAppealsMemorandumprovides:“ThisdispositionisnotappropriateforpublicationandisnotprecedentexceptasprovidedbyNinthCircuitRule36‐3.”

Introduction.MountainWestHoldingCompanyinstallssigns,guardrails,andconcretebarriersonhighwaysinMontana.ItcompetestowinsubcontractsfromprimecontractorswhohavecontractedwiththeState.Itisnotownedandcontrolledbywomenorminorities.Someofitscompetitorsaredisadvantagedbusinessenterprises(DBEs)ownedbywomenorminorities.InthiscaseitclaimsthatMontana’sDBEgoal‐settingprogramunconstitutionallyrequiredprimecontractorstogivepreferencetotheseminorityorfemale‐ownedcompetitors,whichMountainWestHoldingsCompanyarguesisaviolationoftheEqualProtectionClause,42U.S.C.§1983andTitleVIoftheCivilRightsActof1964,42U.S.C.§2000d,etseq.

Factualandproceduralbackground.InMountainWestHoldingCo.,Inc.v.TheStateofMontana,MontanaDOT,etal.,2014WL6686734(D.Mont.Nov.26,2014);CaseNo.1:13‐CV‐00049‐DLC,UnitedStatesDistrictCourtfortheDistrictofMontana,BillingsDivision,plaintiffMountainWestHoldingCo.,Inc.(“MountainWest”),allegeditisacontractorthatprovidesconstruction‐specifictrafficplanningandstaffingforconstructionprojectsaswellasthe

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installationofsigns,guardrails,andconcretebarriers.MountainWestsuedtheMontanaDepartmentofTransportation(“MDT”)andtheStateofMontana,challengingtheirimplementationoftheFederalDBEProgram.MountainWestbroughtthisactionallegingviolationoftheEqualProtectionClauseoftheFourteenthAmendmentoftheUnitedStatesConstitution,TitleVIoftheCivilRightsAct,42USC§2000(d)(7),and42USC§1983.

FollowingtheNinthCircuit’s2005decisioninWesternStatesPavingv.WashingtonDOT,etal.,MDTcommissionedadisparitystudywhichwascompletedin2009.MDTutilizedtheresultsofthedisparitystudytoestablishitsoverallDBEgoal.MDTdeterminedthattomeetitsoverallgoal,itwouldneedtoimplementrace‐consciouscontractspecificgoals.Baseduponthedisparitystudy,MountainWestallegestheStateofMontanautilizedrace,nationalorigin,andgender‐consciousgoalsinhighwayconstructioncontracts.MountainWestclaimstheStatedidnothaveastrongbasisinevidencetoshowtherewaspastdiscriminationinthehighwayconstructionindustryinMontanaandthattheimplementationofrace,gender,andnationaloriginpreferenceswerenecessaryorappropriate.MountainWestalsoallegesthatMontanahasinstitutedpoliciesandpracticeswhichexceedtheUnitedStatesDepartmentofTransportationDBErequirements.

MountainWestassertsthatthe2009studyconcludedall“relevant”minoritygroupswereunderutilizedin“professionalservices”andAsianPacificAmericansandHispanicAmericanswereunderutilizedin“businesscategoriescombined,”butitalsoconcludedthatall“relevant”minoritygroupsweresignificantlyoverutilizedinconstruction.MountainWestthusallegesthatalthoughthedisparitystudydemonstratesthatDBEgroupsare“significantlyoverrepresented”inthehighwayconstructionfield,MDThasestablishedpreferencesforDBEconstructionsubcontractorfirmsovernon‐DBEconstructionsubcontractorfirmsintheawardofcontracts.

MountainWestalsoassertsthattheMontanaDBEProgramdoesnothaveavalidstatisticalbasisfortheestablishmentorinclusionofrace,nationalorigin,andgenderconsciousgoals,thatMDTinappropriatelyreliesuponthe2009studyasthebasisforitsDBEProgram,andthatthestudyisflawed.MountainWestclaimstheMontanaDBEProgramisnotnarrowlytailoredbecauseitdisregardslargedifferencesinDBEfirmutilizationinMDTcontractsasamongthreedifferentcategoriesofsubcontractors:businesscategoriescombined,construction,andprofessionalservices;theMDTDBEcertificationprocessdoesnotrequiretheapplicanttospecifyanyspecificracialorethnicprejudiceorculturalbiasthathadanegativeimpactuponhisorherbusinesssuccess;andthecertificationprocessdoesnotrequiretheapplicanttocertifythatheorshewasdiscriminatedagainstintheStateofMontanainhighwayconstruction.

MountainWestandtheStateofMontanaandtheMDTfiledcrossMotionsforSummaryJudgment.MountainWestassertsthattherewasnoevidencethatallrelevantminoritygroupshadsuffereddiscriminationinMontana’stransportationcontractingindustrybecause,whilethestudyhaddeterminedthereweresubstantialdisparitiesintheutilizationofallminoritygroupsinprofessionalservicescontracts,therewasnodisparityintheutilizationofminoritygroupsinconstructioncontracts.

AGC,SanDiegov.CaliforniaDOTandWesternStatesPavingCo.v.WashingtonDOT.TheNinthCircuitandthedistrictcourtinMountainWestappliedthedecisioninWesternStates,407F.3d983(9thCir.2005),andthedecisioninAGC,SanDiegov.CaliforniaDOT,713F.3d1187(9thCir.2013)asestablishingthelawtobefollowedinthiscase.ThedistrictcourtnotedthatinWesternStates,theNinthCircuitheldthatastate’simplementationoftheFederalDBEProgramcanbesubjecttoanas‐appliedconstitutionalchallenge,despitethefacialvalidityoftheFederalDBEProgram.2014WL6686734at*2(D.Mont.November26,2014).TheNinthCircuitandthe

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districtcourtstatedtheNinthCircuithasheldthatwhetherastate’simplementationoftheDBEProgram“isnarrowlytailoredtofurtherCongress’sremedialobjectivedependsuponthepresenceorabsenceofdiscriminationintheState’stransportationcontractingindustry.”MountainWest,2014WL6686734at*2,quotingWesternStates,at997‐998,andMountainWest,2017WL2179120at*2(9thCir.May16,2017)Memorandum,May16,2017,at5‐6,quotingAGC,SanDiegov.CaliforniaDOT,713F.3d1187,1196.TheNinthCircuitinMountainWestalsopointedoutithadheldthat“evenwhendiscriminationispresentwithinaState,aremedialprogramisonlynarrowlytailoredifitsapplicationislimitedtothoseminoritygroupsthathaveactuallysuffereddiscrimination.”MountainWest,2017WL2179120at*2,Memorandum,May16,2017,at6,and2014WL6686734at*2,quotingWesternStates,407F.3dat997‐999.

MDTstudy.MDTobtainedafirmtoconductadisparitystudythatwascompletedin2009.ThedistrictcourtinMountainWeststatedthattheresultsofthestudyindicatedsignificantunderutilizationofDBEsinallminoritygroupsin“professionalservices”contracts,significantunderutilizationofAsianPacificAmericansandHispanicAmericansin“businesscategoriescombined,”slightunderutilizationofnonminoritywomenin“businesscategoriescombined,”andoverutilizationofallgroupsinsubcontractor“construction”contracts.MountainWest,2014WL6686734at*2.

Inadditiontothestatisticalevidence,the2009disparitystudygatheredanecdotalevidencethroughsurveysandothermeans.ThedistrictcourtstatedtheanecdotalevidencesuggestedvariousformsofdiscriminationexistedwithinMontana’stransportationcontractingindustry,includingevidenceofanexclusive“goodoleboynetwork”thatmadeitdifficultforDBEstobreakintothemarket.Id.at*3.Thedistrictcourtsaidthatdespitethesefindings,theconsultingfirmrecommendedthatMDTcontinuetomonitorDBEutilizationwhileemployingonlyrace‐neutralmeanstomeetitsoverallgoal.Id.TheconsultingfirmrecommendedthatMDTconsidertheuseofrace‐consciousmeasuresifDBEutilizationdecreasedordidnotimprove.

Montanafollowedtherecommendationsprovidedinthestudy,andcontinuedusingonlyrace‐neutralmeansinitsefforttoaccomplishitsoverallgoalforDBEutilization.Id.Basedonthestatisticalanalysisprovidedinthestudy,MontanaestablishedanoverallDBEutilizationgoalof5.83percent.Id.

Montana’sDBEutilizationafterceasingtheuseofcontractgoals.Thedistrictcourtfoundthatin2006,MontanaachievedaDBEutilizationrateof13.1percent,however,afterMontanaceasedusingcontractgoalstoachieveitsoverallgoal,therateofDBEutilizationdeclinedsharply.2014WL6686734at*3.Theutilizationratedropped,accordingtothedistrictcourt,to5percentin2007,3percentin2008,2.5percentin2009,0.8percentin2010,andin2011,itwas2.8percentId.Inresponsetothisdecline,forfiscalyears2011‐2014,thedistrictcourtsaidMDTemployedcontractgoalsoncertainUSDOTcontractsinordertoachieve3.27percentagepointsofMontana’soverallgoalof5.83percentDBEutilization.

MDTthenconductedandpreparedanewGoalMethodologyforDBEutilizationforfederalfiscalyears2014‐2016.Id.USDOTapprovedthenewandcurrentgoalmethodologyforMDT,whichdoesnotprovidefortheuseofcontractgoalstomeettheoverallgoal.Id.Thus,thenewoverallgoalistobemadeentirelythroughtheuseofrace‐neutralmeans.Id.

MountainWest’sclaimsforrelief.MountainWestsoughtdeclaratoryandinjunctiverelief,includingprospectiverelief,againsttheindividualdefendants,andsoughtmonetarydamagesagainsttheStateofMontanaandtheMDTforallegedviolationofTitleVI.2014WL6686734at*3.MountainWest’sclaimformonetarydamagesisbasedonitsclaimthatonthreeoccasionsit

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wasalow‐quotingsubcontractortoaprimecontractorsubmittingabidtotheMDTonaprojectthatutilizedcontractgoals,andthatdespitebeingalow‐quotingbidder,MountainWestwasnotawardedthecontract.Id.MountainWestbringsanas‐appliedchallengetoMontana’sDBEprogram.Id.

Thetwo‐prongtesttodemonstratethataDBEprogramisnarrowlytailored.TheCourt,citingAGC,SanDiegov.CaliforniaDOT,713F.3d1187,1196,statedthatunderthetwo‐prongtestestablishedinWesternStates,inordertodemonstratethatitsDBEprogramisnarrowlytailored,(1)thestatemustestablishthepresenceofdiscriminationwithinitstransportationcontractingindustry,and(2)theremedialprogrammustbelimitedtothoseminoritygroupsthathaveactuallysuffereddiscrimination.MountainWest,2017WL2179120at*2,Memorandum,May16,2017,at6‐7.

DistrictCourtHoldingin2014andtheAppeal.ThedistrictcourtgrantedsummaryjudgmenttotheState,andMountainWestappealed.SeeMountainWestHoldingCo.,Inc.v.TheStateofMontana,MontanaDOT,etal.2014WL6686734(D.Mont.Nov.26,2014),dismissedinpart,reversedinpart,andremanded,U.S.CourtofAppeals,NinthCircuit,DocketNos.14‐36097and15‐35003,Memorandum2017WL2179120at**1‐4(9thCir.May16,2017).Montanaalsoappealedthedistrictcourt’sthresholddeterminationthatMountainWesthadaprivaterightofactionunderTitleVI,anditappealedthedistrictcourt’sdenialoftheState’smotiontostrikeanexpertreportsubmittedinsupportofMountainWest’smotion.

NinthCircuitHolding.TheNinthCircuitCourtofAppealsinitsMemornadumopiniondismissedMountainWest’sappealasmoottotheextentMountainWestpursuesequitableremedies,affirmedthedistrictcourt’sdeterminationthatMountainWesthasaprivaterighttoenforceTitleVI,affirmedthedistrictcourt’sdecisiontoconsiderthedisputedexpertreportbyMountainWest’sexpertwitness,andreversedtheordergrantingsummaryjudgmenttotheState.2017WL2179120at**1‐4(9thCir.May16,2017),U.S.CourtofAppeals,NinthCircuit,DocketNos.14‐36097and15‐35003,Memorandum,at3,5,11.

Mootness.TheNinthCircuitfoundthatMontanadoesnotcurrentlyemploygender‐orrace‐consciousgoals,andthedataitrelieduponasjustificationforitspreviousgoalsarenowseveralyearsold.TheCourtthusheldthatMountainWest’sclaimsforinjunctiveanddeclaratoryreliefarethereforemoot.MountainWest,2017WL2179120at*2(9thCir.),Memorandum,May16,2017,at4.

TheCourtalsoheld,however,thatMountainWest’sTitleVIclaimfordamagesisnotmoot.2017WL2179120at**1‐2.TheCourtstatedthataplaintiffmayseekdamagestoremedyviolationsofTitleVI,see42U.S.C.§2000d‐7(a)(1)‐(2);andMountainWesthassoughtdamages.Claimsfordamages,accordingtotheCourt,donotbecomemootevenifchangestoachallengedprogrammakeclaimsforprospectivereliefmoot.Id.

Theappeal,theNinthCircuitheld,isthereforedismissedwithrespecttoMountainWest’sclaimsforinjunctiveanddeclaratoryrelief;andonlytheclaimfordamagesunderTitleVIremainsinthecase.MountainWest,2017WL2179120at**1(9thCir.),Memorandum,May16,2017,at4.

PrivateRightofActionandDiscriminationunderTitleVI.TheCourtconcludedforthereasonsfoundinthedistrictcourt’sorderthatMountainWestmaystateaprivateclaimfordamagesagainstMontanaunderTitleVI.Id.at*2.ThedistrictcourthadgrantedsummaryjudgmenttoMontanaonMountainWest’sclaimsfordiscriminationunderTitleVI.

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Montanadoesnotdisputethatitsprogramtookraceintoaccount.TheNinthCircuitheldthatclassificationsbasedonracearepermissible“onlyiftheyarenarrowlytailoredmeasuresthatfurthercompellinggovernmentalinterests.”MountainWest,2017WL2179120(9thCir.)at*2,Memorandum,May16,2017,at6‐7.W.StatesPaving,407F.3dat990(quotingAdarandConstructors,Inc.v.Peña,515U.S.200,227(1995)).AsinWesternStatesPaving,theCourtappliedthesametesttoclaimsofunconstitutionaldiscriminationanddiscriminationinviolationofTitleVI.MountainWest,2017WL2179120at*2,n.2,Memorandum,May16,2017,at6,n.2;see,407F.3dat987.

Montana,theCourtfoundbearstheburdentojustifyanyracialclassifications.Id.Inanas‐appliedchallengetoastate’sDBEcontractingprogram,“(1)thestatemustestablishthepresenceofdiscriminationwithinitstransportationcontractingindustry,and(2)theremedialprogrammustbe‘limitedtothoseminoritygroupsthathaveactuallysuffereddiscrimination.’”MountainWest,2017WL2179120at*2(9thCir.),Memorandum,May16,2017,at6‐7,quoting,Assoc.Gen.ContractorsofAm.v.Cal.Dep’tofTransp.,713F.3d1187,1196(9thCir.2013)(quotingW.StatesPaving,407F.3dat997‐99).Discriminationmaybeinferredfrom“asignificantstatisticaldisparitybetweenthenumberofqualifiedminoritycontractorswillingandabletoperformaparticularserviceandthenumberofsuchcontractorsactuallyengagedbythelocalityorthelocality’sprimecontractors.”MountainWest,2017WL2179120at*2(9thCir.),Memorandum,May16,2017,at6‐7,quoting,CityofRichmondv.J.A.CrosonCo.,488U.S.469,509(1989).

Here,thedistrictcourtheldthatMontanahadsatisfieditsburden.Inreachingthisconclusion,thedistrictcourtreliedonthreetypesofevidenceofferedbyMontana.First,itcitedastudy,whichreporteddisparitiesinprofessionalservicescontractawardsinMontana.Second,thedistrictcourtnotedthatparticipationbyDBEsdeclinedafterMontanaabandonedrace‐consciousgoalsintheyearsfollowingthedecisioninWesternStatesPaving,407F.3d983.Third,thedistrictcourtcitedanecdotesofa“goodol’boys”networkwithintheState’scontractingindustry.MountainWest,2017WL2179120at*3(9thCir.),Memorandum,May16,2017,at7.

TheNinthCircuitreversedthedistrictcourtandheldthatsummaryjudgmentwasimproperinlightofgenuinedisputesofmaterialfactastothestudy’sanalysis,andbecausethesecondtwocategoriesofevidencewereinsufficienttoproveahistoryofdiscrimination.MountainWest,2017WL2179120at*3(9thCir.),Memorandum,May16,2017,at7.

Disputesoffactastostudy.MountainWest’sexperttestifiedthatthestudyreliedonseveralquestionableassumptionsandanopaquemethodologytoconcludethatprofessionalservicescontractswereawardedonadiscriminatorybasis.Id.at*3.TheNinthCircuitpointedoutafewexamplesthatitfoundillustratedtheareasinwhichtherearedisputesoffactastowhetherthestudysufficientlysupportedMontana’sactions:

1. NinthCircuitstatedthatitscasesrequirestatestoascertainwhetherlower‐than‐expectedDBEparticipationisattributabletofactorsotherthanraceorgender.W.StatesPaving,407F.3dat1000‐01.MountainWestarguesthatthestudydidnotexplainwhetherorhowitaccountedforagivenfirm’ssize,age,geography,orothersimilarfactors.Thereport’sauthorswereunabletoexplaintheiranalysisindepositionsforthiscase.Indeed,theCourtnoted,evenMontanaappearstohavequestionedthevalidityofthestudy’sstatisticalresultsMountainWest,2017WL2179120at*3(9thCir.),Memorandum,May16,2017,at8.

2. ThestudyreliedonatelephonesurveyofasampleofMontanacontractors.MountainWestarguedthat(a)itisunclearhowthestudyselectedthatsample,(b)onlyasmall

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percentageofsurveyedcontractorsrespondedtoquestions,and(c)itisunclearwhetherresponsivecontractorswererepresentativeofnonresponsivecontractors.2017WL2179120at*3(9thCir.May16,2017),Memorandumat8‐9.

3. Thestudyreliedonverysmallsamplesizesbutdidnotestsforstatisticalsignificance,andthestudyconsultantadmittedthat“someofthepopulationsampleswereverysmallandtheresultmaynotbesignificantstatistically.”2017WL2179120at*3(9thCir.May16,2017),Memorandumat8‐9.

4. MountainWestarguedthatthestudygaveequalweighttoprofessionalservicescontractsandconstructioncontracts,butprofessionalservicescontractscomposedlessthantenpercentoftotalcontractvolumeintheState’stransportationcontractingindustry.2017WL2179120at*3(9thCir.May16,2017),Memorandumat9.

5. MountainWestarguedthatMontanaincorrectlycomparedtheproportionofavailablesubcontractorstotheproportionofprimecontractdollarsawarded.Thedistrictcourtdidnotaddressthiscriticismorexplainwhythestudy’scomparisonwasappropriate.2017WL2179120at*3(9thCir.May16,2017),Memorandumat9.

Thepost‐2005declineinparticipationbyDBEs.TheNinthCircuitwasunabletoaffirmthedistrictcourt’sorderinrelianceonthedecreaseinDBEparticipationafter2005.InWesternStatesPaving,itwasheldthatadeclineinDBEparticipationafterrace‐andgender‐basedpreferencesarehaltedisnotnecessarilyevidenceofdiscriminationagainstDBEs.MountainWest,2017WL2179120at*3(9thCir.),Memorandum,May16,2017,at9,quotingWesternStates,407F.3dat999(“If[minoritygroupshavenotsufferedfromdiscrimination],thentheDBEprogramprovidesminoritieswhohavenotencountereddiscriminatorybarrierswithanunconstitutionalcompetitiveadvantageattheexpenseofbothnon‐minoritiesandanyminoritygroupsthathaveactuallybeentargetedfordiscrimination.”);id.at1001(“ThedisparitybetweentheproportionofDBEperformanceoncontractsthatincludeaffirmativeactioncomponentsandonthosewithoutsuchprovisionsdoesnotprovideanyevidenceofdiscriminationagainstDBEs.”).Id.

TheNinthCircuitalsocitedtotheU.S.DOTstatementmadetotheCourtinWesternStates.MountainWest,2017WL2179120at*3(9thCir.),Memorandum,May16,2017,at10,quoting,U.S.Dep’tofTransp.,WesternStatesPavingCo.CaseQ&A(Dec.16,2014)(“IncalculatingavailabilityofDBEs,[astate’s]studyshouldnotrelyonnumbersthatmayhavebeeninflatedbyrace‐consciousprogramsthatmaynothavebeennarrowlytailored.”).

Anecdotalevidenceofdiscrimination.TheNinthCircuitsaidthatwithoutastatisticalbasis,theStatecannotrelyonanecdotalevidencealone.MountainWest,2017WL2179120at*3(9thCir.),Memorandum,May16,2017,at10,quoting,CoralConst.Co.v.KingCty.,941F.2d910,919(9thCir.1991)(“Whileanecdotalevidencemaysufficetoproveindividualclaimsofdiscrimination,rarely,ifever,cansuchevidenceshowasystemicpatternofdiscriminationnecessaryfortheadoptionofanaffirmativeactionplan.”);andquoting,Croson,488U.S.at509(“[E]videnceofapatternofindividualdiscriminatoryactscan,ifsupportedbyappropriatestatisticalproof,lendsupporttoalocalgovernment’sdeterminationthatbroaderremedialreliefisjustified.”).Id.

Insum,theNinthCircuitfoundthatbecauseitmustviewtherecordinthelightmostfavorabletoMountainWest’scase,itconcludedthattherecordprovidesaninadequatebasisforsummaryjudgmentinMontana’sfavor.2017WL2179120at*3.

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Conclusion.TheNinthCircuitthusreversedandremandedforthedistrictcourttoconductwhateverfurtherproceedingsitconsidersmostappropriate,includingtrialortheresumptionofpretriallitigation.Thus,thecasewasdismissedinpart,reversedinpart,andremandedtothedistrictcourt.MountainWest,2017WL2179120at*4(9thCir.),Memorandum,May16,2017,at11.

2. Midwest Fence Corporation v. U.S. Department of Transportation, Illinois Department of Transportation, Illinois State Toll Highway Authority, 840 F.3d 932, 2016 WL 6543514 (7th Cir. 2016), cert. denied, 2017 WL 497345 (2017) 

PlaintiffMidwestFenceCorporationisaguardrailsandfencingspecialtycontractorthatusuallybidsonprojectsasasubcontractor.2016WL6543514at*1.MidwestFenceisnotaDBE.Id.MidwestFenceallegesthatthedefendants’DBEprogramsviolateditsFourteenthAmendmentrighttoequalprotectionunderthelaw,andchallengestheUnitedStatesDOTFederalDBEProgramandtheimplementationoftheFederalDBEProgrambytheIllinoisDOT(IDOT).Id.MidwestFencealsochallengestheIllinoisStateTollHighwayAuthority(Tollway)anditsimplementationofitsDBEProgram.Id.

Thedistrictcourtgrantedallthedefendants’motionsforsummaryjudgment.Id.at*1.SeeMidwestFenceCorp.v.U.S.DepartmentofTransportation,etal.,84F.Supp.3d705(N.D.Ill.2015)(seediscussionofdistrictcourtdecisionbelow).TheSeventhCircuitCourtofAppealsaffirmedthegrantofsummaryjudgmentbythedistrictcourt.Id.ThecourtheldthatitjoinstheotherfederalcircuitcourtsofappealinholdingthattheFederalDBEProgramisfaciallyconstitutional,theprogramservesacompellinggovernmentinterestinremedyingahistoryofdiscriminationinhighwayconstructioncontracting,theprogramprovidesstateswithamplediscretiontotailortheirDBEprogramstotherealitiesoftheirownmarketsandrequirestheuseofrace–andgender‐neutralmeasuresbeforeturningtorace‐andgender‐consciousmeasures.Id.

ThecourtofappealsalsoheldtheIDOTandTollwayprogramssurvivestrictscrutinybecausethesestatedefendantsestablishasubstantialbasisinevidencetosupporttheneedtoremedytheeffectsofpastdiscriminationintheirmarkets,andtheprogramsarenarrowlytailoredtoservethatremedialpurpose.Id.at*1.

Proceduralhistory.MidwestFenceassertedthefollowingprimarytheoriesinitschallengetotheFederalDBEProgram,IDOT’simplementationofit,andtheTollway’sownprogram:

1. Thefederalregulationsprescribeamethodforsettingindividualcontractgoalsthatplacesanundueburdenonnon‐DBEsubcontractors,especiallycertainkindsofsubcontractors,includingguardrailandfencingcontractorslikeMidwestFence.

2. Thepresumptionofsocialandeconomicdisadvantageisnottailoredadequatelytoreflectdifferencesinthecircumstancesactuallyfacedbywomenandthevariousracialandethnicgroupswhoreceivethatpresumption.

3. Thefederalregulationsareunconstitutionallyvague,particularlywithrespecttogoodfaitheffortstojustifyafront‐endwaiver.

Id.at*3‐4.MidwestFencealsoassertedthatIDOT’simplementationoftheFederalDBEProgramisunconstitutionalforessentiallythesamereasons.And,MidwestFencechallengestheTollway’sprogramonitsfaceandasapplied.Id.at*4.

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ThedistrictcourtfoundthatMidwestFencehadstandingtobringmostofitsclaimsandonthemerits,andthecourtupheldthefacialconstitutionalityoftheFederalDBEProgram.84F.Supp.3dat722‐23729;id.at*4.

ThedistrictcourtalsoconcludedMidwestFencedidnotrebuttheevidenceofdiscriminationthatIDOTofferedtojustifyitsprogram,andMidwestFencehadpresentedno“affirmativeevidence”thatIDOT’simplementationundulyburdenednon‐DBEs,failedtomakeuseofrace‐neutralalternatives,orlackedflexibility.84F.Supp.3dat733,737;id.at*4.

ThedistrictcourtnotedthatMidwestFence’schallengetotheTollway’sprogramparalleledthechallengetoIDOT’sprogram,andconcludedthattheTollway,likeIDOT,hadestablishedastrongbasisinevidenceforitsprogram.84F.Supp.3dat737,739;id.at*4.Inaddition,thecourtconcludedthat,likeIDOT’sprogram,theTollway’sprogramimposedaminimalburdenonnon‐DBEs,employedanumberofrace‐neutralmeasures,andofferedsubstantialflexibility.84F.Supp.3dat739‐740;id.at*4.

StandingtochallengetheDBEProgramsgenerally.ThedefendantsarguedthatMidwestFencelackedstanding.ThecourtofappealsheldthatthedistrictcourtcorrectlyfoundthatMidwestFencehasstanding.Id.at*5.Thecourtofappealsstatedthatbyallegingandthenofferingevidenceoflostbids,decreasedrevenue,difficultieskeepingitsbusinessafloatasaresultoftheDBEprogram,anditsinabilitytocompeteforcontractsonanequalfootingwithDBEs,MidwestFenceshowedbothcausationandredressability.Id.at*5.

ThecourtofappealsdistinguisheditsrulingintheDunnetBayConstructionCo.v.Borggren,799F.3d676(7thCir.2015),holdingthattherewasnostandingfortheplaintiffDunnetBaybasedonanunusualandcomplexsetoffactsunderwhichitwouldhavebeenimpossiblefortheplaintiffDunnetBaytohavewonthecontractitsoughtandforwhichitsoughtdamages.IDOTdidnotawardthecontracttoanyoneunderthefirstbidandhadre‐letthecontract,thusDunnetBaysufferednoinjurybecauseoftheDBEprograminthefirstbid.Id.at*5.ThecourtofappealsheldthiscaseisdistinguishablefromDunnetBaybecauseMidwestFenceseeksprospectivereliefthatwouldenableittocompetewithDBEsonanequalbasismoregenerallythaninDunnetBay.Id.at*5.

StandingtochallengetheIDOTTargetMarketProgram.ThedistrictcourthadcarvedoutonenarrowexceptiontoitsfindingthatMidwestFencehadstandinggenerally,findingthatMidwestFencelackedstandingtochallengetheIDOT“targetmarketprogram.”Id.at*6.ThecourtofappealsfoundthatnoevidenceintherecordestablishedMidwestFencebidonorlostanycontractssubjecttotheIDOTtargetmarketprogram.Id.at*6.ThecourtstatedthatIDOThadnotsetasideanyguardrailandfencingcontractsunderthetargetmarketprogram.Id.Therefore,MidwestFencedidnotshowthatithadsufferedfromaninabilitytocompeteonanequalfootinginthebiddingprocesswithrespecttocontractswithinthetargetmarketprogram.Id.

Facialversusas‐appliedchallengetotheUSDOTProgram.Inthisappeal,MidwestFencedidnotchallengewhetherUSDOThadestablisheda“compellinginterest”toremedytheeffectsofpastorpresentdiscrimination.Thus,itdidnotchallengethenationalcompellinginterestinremedyingpastdiscriminationinitsclaimsagainsttheFederalDBEProgram.Id.at*6.Therefore,thecourtofappealsfocusedonwhetherthefederalprogramisnarrowlytailored.Id.

First,thecourtaddressedapreliminaryissue,namely,whetherMidwestFencecouldmaintainanas‐appliedchallengeagainstUSDOTandtheFederalDBEProgramorwhether,asthedistrict

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courtheld,theclaimagainstUSDOTislimitedtoafacialchallenge.Id.MidwestFencesoughtadeclarationthatthefederalregulationsareunconstitutionalasappliedinIllinois.Id.ThedistrictcourtrejectedtheattempttobringthatclaimagainstUSDOT,treatingitasapplyingonlytoIDOT.Id.at*6citingMidwestFence,84F.Supp.3dat718.Thecourtofappealsagreedwiththedistrictcourt.Id.

Thecourtofappealspointedoutthataprincipalfeatureofthefederalregulationsistheirflexibilityandadaptabilitytolocalconditions,andthatflexibilityisimportanttotheconstitutionalityoftheFederalDBEProgram,includingbecausearace‐andgender‐consciousprogrammustbenarrowlytailoredtoservethecompellinggovernmentalinterest.Id.at*6.Theflexibilityinregulations,accordingtothecourt,makesthestate,notUSDOT,primarilyresponsibleforimplementingtheirownprogramsinwaysthatcomplywiththeEqualProtectionClause.Id.at*6.Thecourtsaidthatastate,notUSDOT,isthecorrectpartytodefendachallengetoitsimplementationofitsprogram.Id.Thus,thecourtheldthedistrictcourtdidnoterrbytreatingtheclaimsagainstUSDOTasonlyafacialchallengetothefederalregulations.Id.

FederalDBEProgram:NarrowTailoring.TheSeventhCircuitnotedthattheEighth,Ninth,andTenthCircuitsallfoundtheFederalDBEProgramconstitutionalonitsface,andtheSeventhCircuitagreedwiththeseothercircuits.Id.at*7.Thecourtfoundthatnarrowtailoringrequires“aclosematchbetweentheevilagainstwhichtheremedyisdirectedandthetermsoftheremedy.”Id.Thecourtstateditlookstofourfactorsindeterminingnarrowtailoring:(a)“thenecessityforthereliefandtheefficacyofalternative[race‐neutral]remedies,”(b)“theflexibilityanddurationoftherelief,includingtheavailabilityofwaiverprovisions,”(c)“therelationshipofthenumericalgoalstotherelevantlabor[orhere,contracting]market,”and(d)“theimpactofthereliefontherightsofthirdparties.”Id.at*7quotingUnitedStatesv.Paradise,480U.S.149,171(1987).TheSeventhCircuitalsopointedoutthattheTenthCircuitaddedtothisanalysisthequestionofover‐orunder‐inclusiveness.Id.at*7.

Inapplyingthesefactorstodeterminenarrowtailoring,thecourtsaidthatfirst,theFederalDBEProgramrequiresstatestomeetasmuchaspossibleoftheiroverallDBEparticipationgoalsthroughrace‐andgender‐neutralmeans.Id.at*7,citing49C.F.R.§26.51(a).Next,onitsface,thefederalprogramisbothflexibleandlimitedinduration.Id.Quotasareflatlyprohibited,andstatesmayapplyforwaivers,includingwaiversof“anyprovisionsregardingadministrativerequirements,overallgoals,contractgoalsorgoodfaithefforts,”§26.15(b).Id.at*7.Theregulationsalsorequirestatestoremainflexibleastheyadministertheprogramoverthecourseoftheyear,includingcontinuallyreassessingtheirDBEparticipationgoalsandwhethercontractgoalsarenecessary.Id.

ThecourtpointedoutthatastateneednotsetacontractgoaloneveryUSDOT‐assistedcontract,normusttheysetthosegoalsatthesamepercentageastheoverallparticipationgoal.Id.at*7.Together,thecourtfound,alloftheseprovisionsallowforsignificantandongoingflexibility.Id.at*8.StatesarenotlockedintotheirinitialDBEparticipationgoals.Id.Theiruseofcontractgoalsismeanttoremainfluid,reflectingastate’sprogresstowardsoverallDBEgoal.Id.

Asforduration,thecourtsaidthatCongresshasrepeatedlyreauthorizedtheprogramaftertakingnewlooksattheneedforit.Id.at*8.And,asnoted,statesmustmonitorprogresstowardmeetingDBEgoalsonaregularbasisandalterthegoalsifnecessary.Id.Theymuststopusingrace‐andgender‐consciousmeasuresifthosemeasuresarenolongerneeded.Id.

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Thecourtfoundthatthenumericalgoalsarealsotiedtotherelevantmarkets.Id.at*8.Inaddition,theregulationsprescribeaprocessforsettingaDBEparticipationgoalthatfocusesoninformationaboutthespecificmarket,andthatitisintendedtoreflectthelevelofDBEparticipationyouwouldexpectabsenttheeffectsofdiscrimination.Id.at*8,citing§26.45(b).ThecourtstatedthattheregulationsthusinstructstatestosettheirDBEparticipationgoalstoreflectactualDBEavailabilityintheirjurisdictions,asmodifiedbyotherrelevantfactorslikeDBEcapacity.Id.at*8.

MidwestFence“mismatch”argument:burdenonthirdparties.MidwestFence,thecourtsaid,focusesitscriticismontheburdenofthirdpartiesandarguestheprogramisover‐inclusive.Id.at*8.But,thecourtfound,theregulationsincludemechanismstominimizetheburdenstheprogramplacesonnon‐DBEthirdparties.Id.Aprimaryexample,thecourtpointsout,issuppliedin§26.33(a),whichrequiresstatestotakestepstoaddressoverconcentrationofDBEsincertaintypesofworkiftheoverconcentrationundulyburdensnon‐DBEstothepointthattheycannolongerparticipateinthemarket.Id.at*8.Thecourtconcludedthatstandardscanberelaxedifuncompromisingenforcementwouldyieldnegativeconsequences,forexample,statescanobtainwaiversifspecialcircumstancesmakethestate’scompliancewithpartofthefederalprogram“impractical,”andcontractorswhofailtomeetaDBEcontractgoalcanstillbeawardedthecontractiftheyhavedocumentedgoodfaitheffortstomeetthegoal.Id.at*8,citing§26.51(a)and§26.53(a)(2).

MidwestFencearguedthata“mismatch”inthewaycontractgoalsarecalculatedresultsinaburdenthatfallsdisproportionatelyonspecialtysubcontractors.Id.at*8.Underthefederalregulations,thecourtnoted,states’overallgoalsaresetasapercentageofalltheirUSDOT‐assistedcontracts.Id.However,statesmaysetcontractgoals“onlyonthose[USDOT]‐assistedcontractsthathavesubcontractingpossibilities.”Id.,quoting§26.51(e)(1)(emphasisadded).

MidwestFencearguedthatbecauseDBEsmustbesmall,theyaregenerallyunabletocompeteforprimecontracts,andthistheyargueisthe“mismatch.”Id.at*8.WherecontractgoalsarenecessarytomeetanoverallDBEparticipationgoal,thosecontractgoalsaremetalmostentirelywithsubcontractordollars,which,MidwestFenceasserts,placesaheavyburdenonnon‐DBEsubcontractorswhileleavingnon‐DBEprimecontractorsintheclear.Id.at*8.

ThecourtgoesthroughahypotheticalexampletoexplaintheissueMidwestFencehasraisedasamismatchthatimposesadisproportionateburdenonspecialtysubcontractorslikeMidwestFence.Id.at*8.Intheexampleprovidedbythecourt,theoverallparticipationgoalforastatecallsforDBEstoreceiveacertainpercentageoftotalfunds,butinpracticeinthehypotheticalitrequiresthestatetoawardDBEsforlessthanalloftheavailablesubcontractorfundsbecauseitdeterminesthattherearenosubcontractingpossibilitiesonhalfthecontracts,thusrenderingthemineligibleforcontractgoals.Id.Themismatchisthatthefederalprogramrequiresthestatetosetitsoverallgoalonallfundsitwillspendoncontracts,butatthesametimethecontractseligibleforcontractgoalsmustbeonesthathavesubcontractingpossibilities.Id.Therefore,accordingtoMidwestFence,inpracticetheparticipationgoalssetwouldrequirethestatetoawardDBEsfromtheavailablesubcontractorfundswhiletakingnobusinessawayfromtheprimecontractors.Id.

Thecourtstatedthatitfound“[t]hisprospectistroubling.”Id.at*9.ThecourtsaidthattheDBEprogramcanimposeadisproportionateburdenonsmall,specializednon‐DBEsubcontractors,especiallywhencomparedtolargerprimecontractorswithwhomDBEswouldcompetelessfrequently.Id.Thispotential,accordingtothecourt,foradisproportionateburden,however,

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doesnotrendertheprogramfaciallyunconstitutional.Id.ThecourtsaidthattheconstitutionalityoftheFederalDBEProgramdependsonhowitisimplemented.Id.

Thecourtpointedoutthatsomeofthesuggestedrace‐andgender‐neutralmeansthatstatescanuseunderthefederalprogramaredesignedtoincreaseDBEparticipationinprimecontractingandotherfieldswhereDBEparticipationhashistoricallybeenlow,suchasspecificallyencouragingstatestomakecontractsmoreaccessibletosmallbusinesses.Id.at*9,citing§26.39(b).ThecourtalsonotedthatthefederalprogramcontemplatesDBEs’abilitytocompeteequallyrequiringstatestoreportDBEparticipationasprimecontractorsandmakeseffortstodevelopthatpotential.Id.at*9.

ThecourtstatedthatstateswillcontinuetoresorttocontractgoalsthatopenthedoortothetypeofmismatchthatMidwestFencedescribes,buttheprogramonitsfacedoesnotcompelanunfairdistributionofburdens.Id.at*9.SmallspecialtycontractorsmayhavetobearatleastsomeoftheburdenscreatedbyremedyingpastdiscriminationundertheFederalDBEProgram,buttheSupremeCourthasindicatedthatinnocentthirdpartiesmayconstitutionallyberequiredtobearatleastsomeoftheburdenoftheremedy.Id.at*9.

Over‐Inclusiveargument.MidwestFencealsoarguedthatthefederalprogramisover‐inclusivebecauseitgrantspreferencestogroupswithoutanalyzingtheextenttowhicheachgroupisactuallydisadvantaged.Id.at*9.Inresponse,thecourtmentionedtwofederal‐specificarguments,notingthatMidwestFence’scriticismsarebestanalyzedaspartofitsas‐appliedchallengeagainstthestatedefendants.Id.First,MidwestFencecontendsnothingprovesthatthedisparitiesrelieduponbythestudyconsultantwerecausedbydiscrimination.Id.at*9.Thecourtfoundthattojustifyitsprogram,USDOTdoesnotneeddefinitiveproofofdiscrimination,butmusthaveastrongbasisinevidencethatremedialactionisnecessarytoremedypastdiscrimination.Id.

Second,MidwestFenceattackswhatitperceivesastheone‐size‐fits‐allnatureoftheprogram,suggestingthattheregulationsoughttoprovidedifferentremediesfordifferentgroups,butinsteadthefederalprogramoffersasingleapproachtoallthedisadvantagedgroups,regardlessofthedegreeofdisparities.Id.at*9.ThecourtpointedoutMidwestFencedidnotarguethatanyofthegroupswerenotinfactdisadvantagedatall,andthatthefederalregulationsultimatelyrequireindividualizeddeterminations.Id.at*10.Eachpresumptivelydisadvantagedfirmownermustcertifythatheorsheis,infact,sociallyandeconomicallydisadvantaged,andthatpresumptioncanberebutted.Id.Inthisway,thecourtsaid,thefederalprogramrequiresstatestoextendbenefitsonlytothosewhoareactuallydisadvantaged.Id.

ThereforethecourtagreedwiththedistrictcourtthattheFederalDBEProgramisnarrowlytailoredonitsface,soitsurvivesstrictscrutiny.

ClaimsagainstIDOTandtheTollway:voidforvagueness.MidwestFencearguedthatthefederalregulationsareunconstitutionallyvagueasappliedbyIDOTbecausetheregulationsfailtospecifywhatgoodfaitheffortsacontractormustmaketoqualifyforawaiver,andfocusesitsattackontheprovisionsoftheregulations,whichaddresspossiblecostdifferentialsintheuseofDBEs.Id.at*11.MidwestFencearguedthatAppendixAof49C.F.R.,Part26at¶IV(D)(2)istoovagueinitslanguageonwhenadifferenceinpriceissignificantenoughtojustifyfallingshortoftheDBEcontractgoal.Id.Thecourtfoundifthestandardseemsvague,thatislikelybecauseitwasmeanttobeflexible,andamorerigidstandardcouldeasilybetooarbitraryandhinderprimecontractors’abilitytoadjusttheirapproachestothecircumstancesofparticularprojects.Id.at*11.

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ThecourtsaidMidwestFence’srealargumentseemstobethatinpractice,primecontractorserrtoofaronthesideofcaution,grantingsignificantpricepreferencestoDBEsinsteadoftakingtheriskoflosingacontractforfailuretomeettheDBEgoal.Id.at*12.MidwestFencecontendsthiscreatesadefactosystemofquotasbecausecontractorsbelievetheymustmeettheDBEgoalorlosethecontract.Id.ButAppendixAtotheregulations,thecourtnoted,cautionsagainstthisveryapproach.Id.Thecourtfoundflexibilityandtheavailabilityofwaiversaffectwhetheraprogramisnarrowlytailored,andthattheregulationscautionagainstquotas,provideexamplesofgoodfaitheffortsprimecontractorscanmakeandstatescanconsider,andinstructabiddertousegoodbusinessjudgmenttodecidewhetherapricedifferenceisreasonableorexcessive.Id.Forpurposesofcontractawards,thecourtholdsthisisenoughtogivefairnoticeofconductthatisforbiddenorrequired.Id.at*12.

EqualProtectionchallenge:compellinginterestwithstrongbasisinevidence.InrulingonthemeritsofMidwestFence’sequalprotectionclaimsbasedontheactionsofIDOTandtheTollway,thefirstissuethecourtaddressesiswhetherthestatedefendantshadacompellinginterestinenactingtheirprograms.Id.at*12.Thecourtstatedthatit,alongwiththeothercircuitcourtsofappeal,haveheldastateagencyisentitledtorelyonthefederalgovernment’scompellinginterestinremedyingtheeffectsofpastdiscriminationtojustifyitsownDBEplanforhighwayconstructioncontracting.Id.But,sincenotallofIDOT’scontractsarefederallyfunded,andtheTollwaydidnotreceivefederalfundingatall,withrespecttothosecontracts,thecourtsaiditmustconsiderwhetherIDOTandtheTollwayestablishedastrongbasisinevidencetosupporttheirprograms.Id.

IDOTprogram.IDOTreliedonanavailabilityandadisparitystudytosupportitsprogram.ThedisparitystudyfoundthatDBEsweresignificantlyunderutilizedasprimecontractorscomparingfirmavailabilityofprimecontractorsintheconstructionfieldtotheamountofdollarstheyreceivedinprimecontracts.Thedisparitystudycollectedutilizationrecords,definedIDOT’smarketarea,identifiedbusinessesthatwerewillingandabletoprovideneededservices,weightedfirmavailabilitytoreflectIDOT’scontractingpatternwithweightsassignedtodifferentareasbasedonthepercentageofdollarsexpendedinthoseareas,determinedwhethertherewasastatisticallysignificantunder‐utilizationofDBEsbycalculatingthedollarseachgroupwouldbeexpectedtoreceivebasedonavailability,calculatedthedifferencebetweentheexpectedandactualamountofcontractdollarsreceived,andensuredthatresultswerenotattributabletochance.Id.at*13.

ThecourtsaidthatthedisparitystudydetermineddisparityratiosthatwerestatisticallysignificantandthestudyfoundthatDBEsweresignificantlyunderutilizedasprimecontractors,notingthatafigurebelow0.80isgenerallyconsidered“solidevidenceofsystematicunder‐utilizationcallingforaffirmativeactiontocorrectit.”Id.at*13.ThestudyfoundthatDBEsmadeup25.55%ofprimecontractorsintheconstructionfield,received9.13%ofprimecontractsvaluedbelow$500,000and8.25%oftheavailablecontractdollarsinthatrange,yieldingadisparityratioof0.32forprimecontractsunder$500,000.Id.

Intherealmofcontractionsubcontracting,thestudyshowedthatDBEsmayhave29.24%ofavailablesubcontractors,andintheconstructionindustrytheyreceive44.62%ofavailablesubcontracts,butthosesubcontractsamountedtoonly10.65%ofavailablesubcontractingdollars.Id.at*13.This,accordingtothestudy,yieldedastatisticallysignificantdisparityratioof0.36,whichthecourtfoundlowenoughtosignalsystemicunder‐utilization.Id.

IDOTreliedonadditionaldatatojustifyitsprogram,includingconductingazero‐goalexperimentin2002andin2003,whenitdidnotapplyDBEgoalstocontracts.Id.at*13.

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Withoutcontractgoals,theshareofthecontracts’valuethatDBEsreceiveddroppeddramatically,tojust1.5%ofthetotalvalueofthecontracts.Id.at*13.AndinthosecontractsadvertisedwithoutaDBEgoal,theDBEsubcontractorparticipationratewas0.84%.

Tollwayprogram.TollwayalsoreliedonadisparitystudylimitedtotheTollway’scontractingmarketarea.Thestudyuseda“customcensus”process,creatingadatabaseofrepresentativeprojects,identifyinggeographicandproductmarkets,countingbusinessesinthosemarkets,identifyingandverifyingwhichbusinessesareminority‐andwomen‐owned,andverifyingtheownershipstatusofalltheotherfirms.Id.at*13.ThestudyexaminedtheTollway’shistoricalcontractdata,reporteditsDBEutilizationasapercentageofcontractdollars,andcomparedDBEutilizationandDBEavailability,comingupwithdisparityindicesdividedbyraceandsex,aswellasbyindustrygroup.Id.

Thestudyfoundthatoutof115disparityindices,80showedstatisticallysignificantunder‐utilizationofDBEs.Id.at*14.Thestudydiscussedstatisticaldisparitiesinearningsandtheformationofbusinessesbyminoritiesandwomen,andconcludedthatastatisticallysignificantadverseimpactonearningswasobservedinboththeeconomyatlargeandintheconstructionandconstruction‐relatedprofessionalservicessector.”Id.at*14.Thestudyalsofoundwomenandminoritiesarenotaslikelytostarttheirownbusiness,andthatminoritybusinessformationrateswouldlikelybesubstantiallyandsignificantlyhigherifmarketsoperatedinarace‐andsex‐neutralmanner.Id.

Thestudyusedregressionanalysistoassessdifferencesinwages,business‐ownerearnings,andbusiness‐formationratesbetweenwhitemenandminoritiesandwomeninthewiderconstructioneconomy.Id.at*14.Thestudyfoundstatisticallysignificantdisparitiesremainedbetweenwhitemenandothergroups,controllingforvariousindependentvariablessuchasage,education,location,industryaffiliation,andtime.Id.Thedisparities,accordingtothestudy,wereconsistentwithamarketaffectedbydiscrimination.Id.

TheTollwayalsopresentedadditionalevidence,includingthattheTollwaysetaspirationalparticipationgoalsonasmallnumberofcontracts,andthoseattemptsfailed.Id.at*14.In2004,thecourtnotedtheTollwaydidnotawardasingleprimecontractorsubcontracttoaDBE,andtheDBEparticipationratein2005was0.01%acrossallconstructioncontracts.Id.Inaddition,theTollwayalsoconsidered,likeIDOT,anecdotalevidencethatprovidedtestimonyofseveralDBEownersregardingbarriersthattheythemselvesfaced.Id.

MidwestFence’scriticisms.MidwestFence’sexpertconsultantarguedthatthestudyconsultantfailedtoaccountforDBEs’readiness,willingness,andabilitytodobusinesswithIDOTandtheTollway,andthatthemethodofassessingreadinessandwillingnesswasflawed.Id.at*14.Inaddition,theconsultantforMidwestFencearguedthatoneofthestudiesfailedtoaccountforDBEs’relativecapacity,“meaningafirm’sabilitytotakeonmorethanonecontractatatime.”Thecourtnotedthatoneofthestudyconsultantsdidnotaccountforfirmcapacityandtheotherstudyconsultantfoundnoeffectivewaytoaccountforcapacity.Id.at*14,n.2.Thecourtsaidonestudydidperformaregressionanalysistomeasurerelativecapacityandlimiteditsdisparityanalysistocontractsunder$500,000,whichwas,accordingtothestudyconsultant,totakecapacityintoaccounttotheextentpossible.Id.

ThecourtpointedoutthatonemajorproblemwithMidwestFence’sreportisthattheconsultantdidnotperformanysubstantiveanalysisofhisown.Id.at*15.TheevidenceofferedbyMidwestFenceanditsconsultantwas,accordingtothecourt,“speculativeatbest.”Id.at*15.Thecourtsaidtheconsultant’srelativecapacityanalysiswassimilarlyspeculative,arguingthat

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theassumptionthatfirmshavethesameabilitytoprovideservicesupto$500,000maynotbetrueinpractice,andthatiftheestimatesofcapacityaretoolowtheresultingdisparityindexoverstatesthedegreeofdisparitythatexists.Id.at*15.

ThecourtstatedMidwestFence’sexpertsimilarlyarguedthattheexistenceoftheDBEprogram“may”causeanupwardbiasinavailability,thatanyobservationsofthepublicsectoringeneral“may”beaffectedbytheDBEprogram’sexistence,andthatdatabecomelessrelevantastimepasses.Id.at*15.ThecourtfoundthatgiventhesubstantialutilizationdisparityasshowninthereportsbyIDOTandtheTollwaydefendants,MidwestFence’sspeculativecritiquesdidnotraiseagenuineissueoffactastowhetherthedefendantshadasubstantialbasisinevidencetobelievethatactionwasneededtoremedydiscrimination.Id.at*15.

ThecourtrejectedMidwestFence’sargumentthatrequiringittoprovideanindependentstatisticalanalysisplacesanimpossibleburdenonitduetothetimeandexpensethatwouldberequired.Id.at*15.Thecourtnotedthattheburdenisinitiallyonthegovernmenttojustifyitsprograms,andthatsincethestatedefendantsofferedevidencetodoso,theburdenthenshiftedtoMidwestFencetoshowagenuineissueofmaterialfactastowhetherthestatedefendantshadasubstantialbasisinevidenceforadoptingtheirDBEprograms.Id.Speculativecriticismaboutpotentialproblems,thecourtfound,willnotcarrythatburden.Id.

Withregardtothecapacityquestion,thecourtnoteditwasMidwestFence’sstrongestcriticismandthatcourtshadrecognizeditasaseriousprobleminothercontexts.Id.at*15.Thecourtsaidthefailuretoaccountforrelativecapacitydidnotunderminethesubstantialbasisinevidenceinthisparticularcase.Id.at*15.MidwestFencedidnotexplainhowtoaccountforrelativecapacity.Id.Inaddition,ithasbeenrecognized,thecourtstated,thatdefectsincapacityanalysesarenotfatalinandofthemselves.Id.at*15.

Thecourtconcludedthatthestudiesshowstrikingutilizationdisparitiesinspecificindustriesintherelevantgeographicmarketareas,andtheyareconsistentwiththeanecdotalandlessformalevidencedefendantshadoffered.Id.at*15.ThecourtfoundMidwestFence’sexpert’s“speculation”thatfailuretoaccountforrelativecapacitymighthavebiasedDBEavailabilityupwarddoesnotunderminethestatisticalcoreofthestrongbasisinevidencerequired.Id.

Inaddition,thecourtrejectedMidwestFence’sargumentthatthedisparitystudiesdonotprovediscrimination,notingagainthatastateneednotconclusivelyprovetheexistenceofdiscriminationtoestablishastrongbasisinevidenceforconcludingthatremedialactionisnecessary,andthatwheregrossstatisticaldisparitiescanbeshown,theyalonemayconstituteprimafacieproofofapatternorpracticeofdiscrimination.Id.at*15.ThecourtalsorejectedMidwestFence’sattackontheanecdotalevidencestatingthattheanecdotalevidencebolstersthestatedefendants’statisticalanalyses.Id.at*15.

InconnectionwithMidwestFence’sargumentrelatingtotheTollwaydefendant,MidwestFencearguedthattheTollway’ssupportingdatawasfrombeforeitinstituteditsDBEprogram.Id.at*16.TheTollwayrespondedbyarguingthatitusedthebestdataavailableandthatinanyeventitsdatasetsshowdisparities.Id.at*16.ThecourtfoundthispointpersuasiveevenassumingsomeoftheTollway’sdatawerenotexact.Id.ThecourtsaidthatwhileeverysinglenumberintheTollway’s“arsenalofevidence”maynotbeexact,theoverallpicturestillshowsbeyondreasonabledisputeamarketplacewithsystemicunder‐utilizationofDBEsfarbelowthedisparityindexlowerthan80asanindicationofdiscrimination,andthatMidwestFence’s“abstractcriticisms”donotunderminethatcoreofevidence.Id.at*16.

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NarrowTailoring.ThecourtappliedthenarrowtailoringfactorstodeterminewhetherIDOT’sandtheTollway’simplementationoftheirDBEprogramsyieldedaclosematchbetweentheevilagainstwhichtheremedyisdirectedandthetermsoftheremedy.Id.at*16.Firstthecourtaddressedthenecessityforthereliefandtheefficacyofalternativerace‐neutralremediesfactor.Id.ThecourtreiteratedthatMidwestFencehasnotunderminedthedefendants’strongcombinationofstatisticalandotherevidencetoshowthattheirprogramsareneededtoremedydiscrimination.Id.

BothIDOTandtheTollway,accordingtothecourt,userace‐andgender‐neutralalternatives,andtheundisputedfactsshowthatthosealternativeshavenotbeensufficienttoremedydiscrimination.Id.ThecourtnotedthattherecordshowsIDOTusesnearlyallofthemethodsdescribedinthefederalregulationstomaximizeaportionofthegoalthatwillbeachievedthroughrace‐neutralmeans.Id.

Asforflexibility,bothIDOTandtheTollwaymakefront‐endwaiversavailablewhenacontractorhasmadegoodfaitheffortstocomplywithaDBEgoal.Id.at*17.ThecourtrejectedMidwestFence’sargumentsthattherewerealownumberofwaiversgranted,andthatcontractorsfearofhavingawaiverdeniedshowedthesystemwasadefactoquotasystem.Id.ThecourtfoundthatIDOTandtheTollwayhavenotgrantedlargenumbersofwaivers,buttherewasalsonoevidencethattheyhavedeniedlargenumbersofwaivers.Id.ThecourtpointedoutthattheevidencefromMidwestFencedoesnotshowthatdefendantsareresponsibleforfailingtograntfront‐endwaiversthatthecontractorsdonotrequest.Id.

Thecourtstatedintheabsenceofevidencethatdefendantsfailedtoadheretothegeneralgoodfaitheffortguidelinesandarbitrarilydenyordiscouragefront‐endwaiverrequests,MidwestFence’scontentionthatcontractorsfearlosingcontractsiftheyaskforawaiverdoesnotmakethesystemaquotasystem.Id.at*17.MidwestFence’sownevidence,thecourtstated,showsthatIDOTgrantedin2007,57of63front‐endwaiverrequests,andin2010,itgranted21of35front‐endwaiverrequests.Id.at*17.Inaddition,theTollwaygrantedatleastsomefront‐endwaiversinvolving1.02%ofcontractdollars.Id.Withoutevidencethatfarmorewaiverswererequested,thecourtwassatisfiedthateventhislowtotalbytheTollwaydoesnotraiseagenuinedisputeoffact.Id.

Thecourtalsorejectedas“underdeveloped”MidwestFence’sargumentthatthecourtshouldlookatthedollarvalueofwaiversgrantedratherthantherawnumberofwaiversgranted.Id.at*17.Thecourtfoundthatthisargumentdoesnotsupportadifferentoutcomeinthiscasebecausethedefendantsgrantmorefront‐endwaiverrequeststhantheydeny,regardlessofthedollaramountsthoserequestsencompass.MidwestFencepresentednoevidencethatIDOTandtheTollwayhaveanunwrittenpolicyofgrantingonlylow‐valuewaivers.Id.

ThecourtstatedthatMidwest’s“bestargument”againstnarrowedtailoringisits“mismatch”argument,whichwasdiscussedabove.Id.at*17.ThecourtsaidMidwest’sbroadcondemnationoftheIDOTandTollwayprogramsasfailingtocreatea“light”and“diffuse”burdenforthirdpartieswasnotpersuasive.Id.ThecourtnotedthattheDBEprograms,whichsetDBEgoalsononlysomecontractsandallowthosegoalstobewaivedifnecessary,mayendupforeclosingoneofseveralopportunitiesforanon‐DBEspecialtysubcontractorlikeMidwestFence.Id.But,therewasnoevidencethattheyimposetheentireburdenonthatsubcontractorbyshuttingitoutofthemarketentirely.Id.However,thecourtfoundthatMidwestFence’spointthatsubcontractorsappeartobearadisproportionateshareoftheburdenascomparedtoprimecontractors“istroubling.”Id.at*17.

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Althoughtheevidenceshoweddisparitiesinboththeprimecontractingandsubcontractingmarkets,underthefederalregulations,individualcontractgoalsaresetonlyforcontractsthathavesubcontractingpossibilities.Id.ThecourtpointedoutthatsomeDBEsareabletobidonprimecontracts,butthenecessarilysmallsizeofDBEsmakesthatdifficultinmostcases.Id.

But,accordingtothecourt,intheendtherecordshowsthattheproblemMidwestFenceraisesislargely“theoretical.”Id.at*18.NotallcontractshaveDBEgoals,sosubcontractorsareonanevenfootingforthosecontractswithoutsuchgoals.Id.IDOTandtheTollwaybothuseneutralmeasuresincludingsomedesignedtomakeprimecontractsmoreassessabletoDBEs.Id.ThecourtnotedthatDBEtruckingandmaterialsupplierscounttowardfulfillmentofacontract’sDBEgoal,eventhoughtheyarenotusedaslineitemsincalculatingthecontractgoalinthefirstplace,whichopensupcontractswithDBEgoalstonon‐DBEsubcontractors.Id.

ThecourtstatedthatifMidwestFence“hadpresentedevidenceratherthantheoryonthispoint,theresultmightbedifferent.”Id.at*18.“EvidencethatsubcontractorswerebeingfrozenoutofthemarketorbearingtheentireburdenoftheDBEprogramwouldlikelyrequireatrialtodetermineataminimumwhetherIDOTortheTollwaywereadheringtotheirresponsibilitytoavoidoverconcentrationinsubcontracting.”Id.at*18.ThecourtconcludedthatMidwestFence“hasshownhowtheIllinoisprogramcouldyieldthatresultbutnotthatitactuallydoesso.”Id.

InlightoftheIDOTandTollwayprograms’mechanismstopreventsubcontractorsfromhavingtobeartheentireburdenoftheDBEprograms,includingtheuseofDBEmaterialsandtruckingsuppliersinsatisfyinggoals,effortstodrawDBEsintoprimecontracting,andothermechanisms,accordingtothecourt,MidwestFencedidnotestablishagenuinedisputeoffactonthispoint.Id.at*18.Thecourtstatedthatthe“theoreticalpossibilityofa‘mismatch’couldbeaproblem,butwehavenoevidencethatitactuallyis.”Id.at*18.

Therefore,thecourtconcludedthatIDOTandtheTollwayDBEprogramsarenarrowlytailoredtoservethecompellingstateinterestinremedyingdiscriminationinpubliccontracting.Id.at*18.Theyincluderace‐andgender‐neutralalternatives,setgoalswithreferencetoactualmarketconditions,andallowforfront‐endwaivers.Id.“Sofarastherecordbeforeusshows,theydonotundulyburdenthirdpartiesinserviceofremedyingdiscrimination”,accordingtothecourt.Therefore,MidwestFencefailedtopresentagenuinedisputeoffact“onthispoint.”Id.

PetitionforaWritofCertiorari.MidwestFencefiledaPetitionforaWritofCertioraritotheUnitedStatesSupremeCourtin2017,andCertiorariwasdenied.2017WL497345(2017).

3. Dunnet Bay Construction Company v. Borggren, Illinois DOT, et al., 799 F.3d 676, 2015 WL 4934560 (7th Cir. 2015), cert. denied, Dunnet Bay Construction Co. v. Blankenhorn, Randall S., et al., 2016 WL 193809 (Oct. 3, 2016). 

DunnetBayConstructionCompanysuedtheIllinoisDepartmentofTransportation(IDOT)assertingthattheIllinoisDOT’sDBEProgramdiscriminatesonthebasisofrace.ThedistrictcourtgrantedsummaryjudgementtoIllinoisDOT,concludingthatDunnetBaylackedstandingtoraiseanequalprotectionchallengebasedonrace,andheldthattheIllinoisDOTDBEProgramsurvivedtheconstitutionalandotherchallenges.799F.3dat679.(See2014WL552213,C.D.Ill.Fed.12,2014)(SeesummaryofdistrictdecisioninSectionE.below).TheCourtofAppealsaffirmedthegrantofsummaryjudgmenttoIDOT.

DunnetBayengagesingeneralhighwayconstructionandisownedandcontrolledbytwowhitemales.799F.3dat679.Itsaverageannualgrossreceiptsbetween2007and2009wereover

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$52million.Id.IDOTadministersitsDBEProgramimplementingtheFederalDBEProgram.IDOTestablishedastatewideaspirationalgoalforDBEparticipationof22.77%.Id.at680.UnderIDOT’sDBEProgram,ifabidderfailstomeettheDBEcontractgoal,itmayrequestamodificationofthegoal,andprovidedocumentationofitsgoodfaitheffortstomeetthegoal.Id.at681.Theserequestsformodificationarealsoknownas“waivers.”Id.

TherecordshowedthatIDOThistoricallygrantedgoalmodificationrequestorwaivers:in2007,itgranted57of63pre‐awardgoalmodificationrequests;thesixotherbiddersultimatelymetthecontractgoalwithpost‐bidassistance.Id.at681.In2008,IDOTgranted50ofthe55pre‐awardgoalmodificationrequests;theotherfivebiddersultimatelymettheDBEgoal.Incalendaryear2009,IDOTgranted32of58goalmodificationrequests;theothercontractorsultimatelymetthegoals.Incalendaryear2010,IDOTreceived35goalmodificationrequests;itgranted21ofthemanddeniedtherest.Id.

DunnetBayallegedthatIDOThadtakenthepositionnowaiverswouldbegranted.Id.at697‐698.IDOTrespondedthatitwasnotitspolicytonotgrantwaivers,butinsteadIDOTwouldaggressivelypursueobtainingtheDBEparticipationintheircontractgoals,includingthatwaiversweregoingtobereviewedatahighleveltomakesuretheappropriatedocumentationwasprovidedinorderforawaivertobeissued.Id.

TheU.S.FHWAapprovedthemethodologyIDOTusedtoestablishastatewideoverallDBEgoalof22.77%.Id.at683,698.TheFHWAreviewedandapprovedtheindividualcontractgoalssetforworkonaprojectknownastheEisenhowerprojectthatDunnetBaybidonin2010.Id.DunnetBaysubmittedtoIDOTabidthatwasthelowestbidontheproject,butitwassubstantiallyoverthebudgetestimatefortheproject.Id.at683‐684.DunnetBaydidnotachievethegoalof22%,butthreeotherbidderseachmettheDBEgoal.Id.at684.DunnetBayrequestedawaiverbasedonitsgoodfaitheffortstoobtaintheDBEgoal.Id.at684.Ultimately,IDOTdeterminedthatDunnetBaydidnotproperlyexercisegoodfaitheffortsanditsbidwasrejected.Id.at684‐687,699.

Becauseallthebidswereoverbudget,IDOTdecidedtorebidtheEisenhowerproject.Id.at687.TherewerefourseparateEisenhowerprojectsadvertisedforbids,andIDOTgrantedoneofthefourgoalmodificationrequestsfromthatbidletting.DunnetBaybidononeoftherebidprojects,butitwasnotthelowestbid;itwasthethirdoutoffivebidders.Id.at687.DunnetBaydidmeetthe22.77%contractDBEgoal,ontherebidprospect,butwasnotawardedthecontractbecauseitwasnotthelowest.Id.

DunnetBaythenfileditslawsuitseekingdamagesaswellasadeclaratoryjudgementthattheIDOTDBEProgramisunconstitutionalandinjunctivereliefagainstitsenforcement.

ThedistrictcourtgrantedtheIDOTDefendants’motionforsummaryjudgementanddeniedDunnetBay’smotion.Id.at687.ThedistrictcourtconcludedthatDunnetBaylackedArticleIIIstandingtoraiseanequalprotectionchallengebecauseithasnotsufferedaparticularizedinjurythatwascalledbyIDOT,andthatDunnetBaywasnotdeprivedoftheabilitytocompeteonanequalbasis.Id.DunnetBayConstructionCompanyv.Hannig,2014WL552213,at*30(C.D.Ill.Feb.12,2014).

EvenifDunnetBayhadstandingtobringanequalprotectionclaim,thedistrictcourtheldthatIDOTwasentitledtosummaryjudgment.ThedistrictcourtconcludedthatDunnetBaywasheldtothesamestandardsaseveryotherbidder,andthuscouldnotestablishthatitwasthevictimofracialdiscrimination.Id.at687.Inaddition,thedistrictcourtdeterminedthatIDOThadnot

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exceededitsfederalauthorityunderthefederalrulesandthatDunnetBay’schallengetotheDBEProgramfailedundertheSeventhCircuitCourtofAppealsdecisioninNorthernContracting,Inc.v.Illinois,473F.3d715,721(7thCir.2007),whichinsulatesastateDBEProgramfromaconstitutionalattackabsentashowingthatthestateexceededitsfederalauthority.Id.at688.(SeediscussionofthedistrictcourtdecisioninDunnetBaybelowinSectionE).

DunnetBaylacksstandingtoraiseanequalprotectionclaim.ThecourtfirstaddressedtheissuewhetherDunnetBayhadstandingtochallengeIDOT’sDBEProgramonthegroundthatitdiscriminatedonthebasisofraceintheawardofhighwayconstructioncontracts.

ThecourtfoundthatDunnetBayhadnotestablishedthatitwasexcludedfromcompetitionorotherwisedisadvantagedbecauseofrace‐basedmeasures.Id.at690.NothinginIDOT’sDBEProgram,thecourtstated,excludedDunnetBayfromcompetitionforanycontract.Id.IDOT’sDBEProgramisnota“setasideprogram,”inwhichnon‐minorityownedbusinessescouldnotevenbidoncertaincontracts.Id.UnderIDOT’sDBEProgram,allcontractors,minorityandnon‐minoritycontractors,canbidonallcontracts.Id.at690‐691.

Thecourtsaidtheabsenceofcompleteexclusionfromcompetitionwithminority‐orwomen‐ownedbusinessesdistinguishedtheIDOTDBEProgramfromothercasesinwhichthecourtruledtherewasstandingtochallengeaprogram.Id.at691.DunnetBay,thecourtfound,hasnotallegedandhasnotproducedevidencetoshowthatitwastreatedlessfavorablythananyothercontractorbecauseoftheraceofitsowners.Id.Thislackofanexplicitpreferencefromminority‐ownedbusinessesdistinguishestheIDOTDBEProgramfromothercases.Id.UnderIDOT’sDBEProgram,allcontractorsaretreatedalikeandsubjecttothesamerules.Id.

Inaddition,thecourtdistinguishedothercasesinwhichthecontractorswerefoundtohavestandingbecauseinthosecasesstandingwasbasedinpartonthefacttheyhadlostanawardofacontractforfailingtomeettheDBEgoalorfailingtoshowgoodfaithefforts,despitebeingthelowbiddersonthecontract,andthesecondlowestbidderwasawardedthecontract.Id.at691.Incontrastwiththesecaseswheretheplaintiffshadstanding,thecourtsaidDunnetBaycouldnotestablishthatitwouldhavebeenawardedthecontractbutforitsfailuretomeettheDBEgoalordemonstrategoodfaithefforts.Id.at692.

TheevidenceestablishedthatDunnetBay’sbidwassubstantiallyovertheprogramestimatedbudget,andIDOTrebidthecontractbecausethelowbidwasovertheprojectestimate.Id.Inaddition,DunnetBayhadbeenleftofftheForBiddersListthatissubmittedtoDBEs,whichwasanotherreasonIDOTdecidedtorebidthecontract.Id.

ThecourtfoundthatevenassumingDunnetBaycouldestablishitwasexcludedfromcompetitionwithDBEsorthatitwasdisadvantagedascomparedtoDBEs,itcouldnotshowthatanydifferenceintreatmentwasbecauseofrace.Id.at692.Forthethreeyearspreceding2010,theyearitbidontheproject,DunnetBay’saveragegrossreceiptswereover$52million.Id.Therefore,thecourtfoundDunnetBay’ssizemakesitineligibletoqualifyasaDBE,regardlessoftheraceofitsowners.Id.DunnetBaydidnotshowthatanyadditionalcostsorburdensthatitwouldincurarebecauseofrace,buttheadditionalcostsandburdensareequallyattributabletoDunnetBay’ssize.Id.DunnetBayhadnotestablished,accordingtothecourt,thatthedenialofequaltreatmentresultedfromtheimpositionofaracialbarrier.Id.at693.

DunnetBayalsoallegedthatitwasforcedtoparticipateinadiscriminatoryschemeandwasrequiredtoconsiderraceinsubcontracting,andthusarguedthatitmayassertthird‐partyrights.Id.at693.Thecourtstatedthatithasnotadoptedthebroadviewofstandingregarding

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assertingthird‐partyrights.Id.ThecourtconcludedthatDunnetBay’sclaimedinjuryofbeingforcedtoparticipateinadiscriminatoryschemeamountstoachallengetothestate’sapplicationofafederallymandatedprogram,whichtheSeventhCircuitCourtofAppealshasdetermined“mustbelimitedtothequestionofwhetherthestateexceededitsauthority.”Id.at694,quoting,NorthernContracting,473F.3dat720‐21.ThecourtfoundDunnetBaywasnotdeniedequaltreatmentbecauseofracialdiscrimination,butinsteadanydifferenceintreatmentwasequallyattributabletoDunnetBay’ssize.Id.

ThecourtstatedthatDunnetBaydidnotestablishcausationalorredressability.Id.at695.ItfailedtodemonstratethattheDBEProgramcauseditanyinjuryduringthefirstbidprocess.Id.IDOTdidnotawardthecontracttoanyoneunderthefirstbidandre‐letthecontract.Id.Therefore,DunnetBaysufferednoinjurybecauseoftheDBEProgram.Id.ThecourtalsofoundthatDunnetBaycouldnotestablishredressabilitybecauseIDOT’sdecisiontore‐letthecontractredressedanyinjury.Id.

Inaddition,thecourtconcludedthatprudentiallimitationsprecludeDunnetBayfrombringingitsclaim.Id.at695.Thecourtsaidthatalitigantgenerallymustasserthisownlegalrightsandinterests,andcannotresthisclaimtoreliefonthelegalrightsorinterestsofthirdparties.Id.ThecourtrejectedDunnetBay’sattempttoasserttheequalprotectionrightsofanon‐minority‐ownedsmallbusiness.Id.at695‐696.

DunnetBaydidnotproducesufficientevidencethatIDOT’simplementationoftheFederalDBEProgramconstitutesracediscriminationasitdidnotestablishthatIDOTexceededitsfederalauthority.ThecourtsaidthatinthealternativetodenyingDunnetBaystanding,evenifDunnetBayhadstanding,IDOTwasstillentitledtosummaryjudgment.Id.at696.ThecourtstatedthattoestablishanequalprotectionclaimundertheFourteenthAmendment,DunnetBaymustshowthatIDOT“actedwithdiscriminatoryintent.”Id.

ThecourtestablishedthestandardbasedonitspreviousrulingintheNorthernContractingv.IDOTcasethatinimplementingitsDBEProgram,IDOTmayproperlyrelyon“thefederalgovernment’scompellinginterestinremedyingtheeffectsofpastdiscriminationinthenationalconstructionmarket.”Id.,at697,quotingNorthernContracting,473F.3dat720.Significantly,thecourtheldfollowingitsNorthernContractingdecisionasfollows:“[A]stateisinsulatedfrom[aconstitutionalchallengeastowhetheritsprogramisnarrowlytailoredtoachievethiscompellinginterest],absentashowingthatthestateexceededitsfederalauthority.”Id.quotingNorthernContracting,473F.3dat721.

DunnetBaycontendsthatIDOTexceededitsfederalauthoritybyeffectivelycreatingracialquotasbydesigningtheEisenhowerprojecttomeetapre‐determinedDBEgoalandeliminatingwaivers.Id.at697.DunnetBayassertsthatIDOTexceedsitsauthorityby:(1)settingthecontract’sDBEparticipationgoalat22%withouttherequiredanalysis;(2)implementinga“no‐waiver”policy;(3)preliminarilydenyingitsgoalmodificationrequestwithoutassessingitsgoodfaithefforts;(4)denyingitameaningfulreconsiderationhearing;(5)determiningthatitsgoodfaitheffortswereinadequate;and(6)providingnowrittenorotherexplanationofthebasisforitsgood‐faith‐effortsdetermination.Id.

InchallengingtheDBEcontractgoal,DunnetBayassertsthatthe22%goalwas“arbitrary”andthatIDOTmanipulatedtheprocesstojustifyapreordainedgoal.Id.at698.ThecourtstatedDunnetBaydidnotidentifyanyregulationorotherauthoritythatsuggestspoliticalmotivationsmatter,providedIDOTdidnotexceeditsfederalauthorityinsettingthecontractgoal.Id.DunnetBaydoesnotactuallychallengehowIDOTwentaboutsettingitsDBEgoalonthe

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contract.Id.DunnetBaydidnotpointtoanyevidencetoshowthatIDOTfailedtocomplywiththeapplicableregulationprovidingonlygeneralguidanceoncontractgoalsetting.Id.

TheFHWAapprovedIDOT’smethodologytoestablishitsstatewideDBEgoalandapprovedtheindividualcontractgoalsfortheEisenhowerproject.Id.at698.DunnetBaydidnotidentifyanypartoftheregulationthatIDOTallegedlyviolatedbyreevaluatingandthenincreasingitsDBEcontractgoal,byexpandingthegeographicareausedtodetermineDBEavailability,byaddingpavementpatchingandlandscapingworkintothecontractgoal,byincludingitemsthathadbeensetasideforsmallbusinessenterprises,orbyanyothermeansbywhichitincreasedtheDBEcontractgoal.Id.

Thecourtagreedwiththedistrictcourt’sconclusionthatbecausethefederalregulationsdonotspecifyaprocedureforarrivingatcontractgoals,itisnotapparenthowIDOTcouldhaveexceededitsfederalauthority.Id.at698.

ThecourtfoundDunnetBaydidnotpresentsufficientevidencetoraiseareasonableinferencethatIDOThadactuallyimplementedano‐waiverpolicy.Id.at698.ThecourtnotedIDOThadgrantedwaiversin2009andin2010thatamountedto60%ofthewaiverrequests.Id.ThecourtstatedthatIDOT’srecordofgrantingwaiversrefutesanysuggestionofano‐waiverpolicy.Id.at699.

ThecourtdidnotagreewithDunnetBay’schallengethatIDOTrejecteditsbidwithoutdeterminingwhetherithadmadegoodfaithefforts,pointingoutthatIDOTinfactdeterminedthatDunnetBayfailedtodocumentadequategoodfaithefforts,andthusithadcompliedwiththefederalregulations.Id.at699.ThecourtfoundIDOT’sdeterminationthatDunnetBayfailedtoshowgoodfaitheffortswassupportedintherecord.Id.ThecourtnotedthereasonsprovidedbyIDOT,includedDunnetBaydidnotutilizeIDOT’ssupportiveservices,andthattheotherbiddersallmettheDBEgoal,whereasDunnetBaydidnotcomeclosetothegoalinitsfirstbid.Id.at699‐700.

ThecourtsaidtheperformanceofotherbiddersinmeetingthecontractgoalislistedinthefederalregulationsasaconsiderationwhendecidingwhetherabidderhasmadegoodfaitheffortstoobtainDBEparticipationgoals,andwasaproperconsideration.Id.at700.ThecourtsaidDunnetBay’seffortstosecuretheDBEparticipationgoalmayhavebeenhinderedbytheomissionofDunnetBayfromtheForBidList,butfoundtherebiddingofthecontractremediedthatoversight.Id.

Conclusion.Thecourtaffirmedthedistrictcourt’sgrantofsummaryjudgementtotheIllinoisDOT,concludingthatDunnetBaylacksstanding,andthattheIllinoisDBEProgramimplementingtheFederalDBEProgramsurvivedtheconstitutionalandotherchallengesmadebyDunnetBay.

PetitionforaWritofCertiorariDenied.DunnetBayfiledaPetitionforaWritofCertioraritotheUnitedStatesSupremeCourtinJanuary2016.TheSupremeCourtdeniedthePetitiononOctober3,2016.

4. Associated General Contractors of America, San Diego Chapter, Inc. v. California Department of Transportation, et al., 713 F.3d 1187 (9th Cir. 2013) 

TheAssociatedGeneralContractorsofAmerica,Inc.,SanDiegoChapter,Inc.,(“AGC”)soughtdeclaratoryandinjunctivereliefagainsttheCaliforniaDepartmentofTransportation

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(“Caltrans”)anditsofficersonthegroundsthatCaltrans’DisadvantagedBusinessinitialEnterprise(“DBE”)programunconstitutionallyprovidedrace‐andsex‐basedpreferencestoAfricanAmerican,NativeAmerican‐,Asian‐PacificAmerican‐,andwomen‐ownedfirmsoncertaintransportationcontracts.ThefederaldistrictcourtupheldtheconstitutionalityofCaltrans’DBEprogramimplementingtheFederalDBEProgramandgrantedsummaryjudgmenttoCaltrans.ThedistrictcourtheldthatCaltrans’DBEprogramimplementingtheFederalDBEProgramsatisfiedstrictscrutinybecauseCaltranshadastrongbasisinevidenceofdiscriminationintheCaliforniatransportationcontractingindustry,andtheprogramwasnarrowlytailoredtothosegroupsthatactuallysuffereddiscrimination.ThedistrictcourtheldthatCaltrans’substantialstatisticalandanecdotalevidencefromadisparitystudyconductedbyBBCResearchandConsulting,providedastrongbasisinevidenceofdiscriminationagainstthefournamedgroups,andthattheprogramwasnarrowlytailoredtobenefitonlythosegroups.713F.3dat1190.

TheAGCappealedthedecisiontotheNinthCircuitCourtofAppeals.TheNinthCircuitinitiallyheldthatbecausetheAGCdidnotidentifyanyofthememberswhohavesufferedorwillsufferharmasaresultofCaltrans’program,theAGCdidnotestablishthatithadassociationalstandingtobringthelawsuit.Id.Mostsignificantly,theNinthCircuitheldthateveniftheAGCcouldestablishstanding,itsappealfailedbecausetheCourtfoundCaltrans’DBEprogramimplementingtheFederalDBEProgramisconstitutionalandsatisfiedtheapplicablelevelofstrictscrutinyrequiredbytheEqualProtectionClauseoftheUnitedStatesConstitution.Id.at1194‐1200.

CourtAppliesWesternStatesPavingCo.v.WashingtonStateDOTdecision.In2005theNinthCircuitCourtofAppealdecidedWesternStatesPavingCo.v.WashingtonStateDepartmentofTransportation,407F.3d.983(9thCir.2005),whichinvolvedafacialchallengetotheconstitutionalvalidityofthefederallawauthorizingtheUnitedStatesDepartmentofTransportationtodistributefundstoStatesfortransportation‐relatedprojects.Id.at1191.ThechallengeintheWesternStatesPavingcasealsoincludedanas‐appliedchallengetotheWashingtonDOTprogramimplementingthefederalmandate.Id.Applyingstrictscrutiny,theNinthCircuitupheldtheconstitutionalityofthefederalstatuteandthefederalregulations(theFederalDBEProgram),butstruckdownWashingtonDOT’sprogrambecauseitwasnotnarrowlytailored.Id.,citingWesternStatesPavingCo.,407F.3dat990‐995,999‐1002.

InWesternStatesPaving,theNinthCircuitannouncedatwo‐prongedtestfor“narrowtailoring”:

“(1)thestatemustestablishthepresenceofdiscriminationwithinitstransportationcontractingindustry,and(2)theremedialprogrammustbelimitedtothoseminoritygroupsthathaveactuallysuffereddiscrimination.”Id.1191,citingWesternStatesPavingCo.,407F.3dat997‐998.

Evidencegatheringandthe2007DisparityStudy.OnMay1,2006,Caltransceasedtouserace‐andgender‐consciousmeasuresinimplementingtheirDBEprogramonfederallyassistedcontractswhileitgatheredevidenceinanefforttocomplywiththeWesternStatesPavingdecision.Id.at1191.CaltranscommissionedadisparitystudybyBBCResearchandConsultingtodeterminewhethertherewasevidenceofdiscriminationinCalifornia’stransportationcontractingindustry.Id.TheCourtnotedthatdisparityanalysisinvolvesmakingacomparisonbetweentheavailabilityofminority‐andwomen‐ownedbusinessesandtheiractualutilization,producinganumbercalleda“disparityindex.”Id.Anindexof100representsstatisticalparitybetweenavailabilityandutilization,andanumberbelow100indicatesunderutilization.Id.An

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indexbelow80isconsideredasubstantialdisparitythatsupportsaninferenceofdiscrimination.Id.

TheCourtfoundtheresearchfirmandthedisparitystudygatheredextensivedatatocalculatedisadvantagedbusinessavailabilityintheCaliforniatransportationcontractingindustry.Id.at1191.TheCourtstated:“Basedonreviewofpublicrecords,interviews,assessmentsastowhetherafirmcouldbeconsideredavailable,forCaltranscontracts,aswellasnumerousotheradjustments,thefirmconcludedthatminority‐andwomen‐ownedbusinessesshouldbeexpectedtoreceive13.5percentofcontactdollarsfromCaltransadministeredfederallyassistedcontracts.”Id.at1191‐1192.

TheCourtsaidtheresearchfirm“examinedover10,000transportation‐relatedcontractsadministeredbyCaltransbetween2002and2006todetermineactualDBEutilization.Thefirmassesseddisparitiesacrossavarietyofcontracts,separatelyassessingcontractsbasedonfundingsource(stateorfederal),typeofcontract(primeorsubcontract),andtypeofproject(engineeringorconstruction).”Id.at1192.

TheCourtpointedoutakeydifferencebetweenfederallyfundedandstatefundedcontractsisthatrace‐consciousgoalswereinplaceforthefederallyfundedcontractsduringthe2002–2006period,butnotforthestatefundedcontracts.Id.at1192.Thus,theCourtstated:“statefundedcontractsfunctionedasacontrolgrouptohelpdeterminewhetherpreviousaffirmativeactionprogramsskewedthedata.”Id.

Moreover,theCourtfoundtheresearchfirmmeasureddisparitiesinalltwelveofCaltrans’administrativedistricts,andcomputedaggregatedisparitiesbasedonstatewidedata.Id.at1192.Thefirmevaluatedstatisticaldisparitiesbyraceandgender.TheCourtstatedthatwithinandacrossmanycategoriesofcontracts,theresearchfirmfoundsubstantialstatisticaldisparitiesforAfricanAmerican,Asian–Pacific,andNativeAmericanfirms.Id.However,theresearchfirmfoundthattherewerenotsubstantialdisparitiesfortheseminoritiesineverysubcategoryofcontract.Id.TheCourtnotedthatthedisparitystudyalsofoundsubstantialdisparitiesinutilizationofwomen‐ownedfirmsforsomecategoriesofcontracts.Id.Afterpublicationofthedisparitystudy,theCourtpointedouttheresearchfirmcalculateddisparityindicesforallwomen‐ownedfirms,includingfemaleminorities,showingsubstantialdisparitiesintheutilizationofallwomen‐ownedfirmssimilartothosemeasuredforwhitewomen.Id.

TheCourtfoundthatthedisparitystudyandCaltransalsodevelopedextensiveanecdotalevidence,by(1)conductingtwelvepublichearingstoreceivecommentsonthefirm’sfindings;(2)receivinglettersfrombusinessownersandtradeassociations;and(3)interviewingrepresentativesfromtwelvetradeassociationsand79owners/managersoftransportationfirms.Id.at1192.TheCourtstatedthatsomeoftheanecdotalevidenceindicateddiscriminationbasedonraceorgender.Id.

Caltrans’DBEProgram.CaltransconcludedthattheevidencefromthedisparitystudysupportedaninferenceofdiscriminationintheCaliforniatransportationcontractingindustry.Id.at1192‐1193.Caltransconcludedthatithadsufficientevidencetomakerace‐andgender‐consciousgoalsforAfricanAmerican‐,Asian–PacificAmerican‐,NativeAmerican‐,andwomen‐ownedfirms.Id.TheCourtstatedthatCaltransadoptedtherecommendationsofthedisparityreportandsetanoverallgoalof13.5percentfordisadvantagedbusinessparticipation.Caltransexpectedtomeetone‐halfofthe13.5percentgoalusingrace‐neutralmeasures.Id.

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CaltranssubmitteditsproposedDBEprogramtotheUSDOTforapproval,includingarequestforawaivertoimplementtheprogramonlyforthefouridentifiedgroups.Id.at1193.TheCaltrans’DBEprogramincluded66race‐neutralmeasuresthatCaltransalreadyoperatedorplannedtoimplement,andsubsequentproposalsincreasedthenumberofrace‐neutralmeasuresto150.Id.TheUSDOTgrantedthewaiver,butinitiallydidnotapproveCaltrans’DBEprogramuntilin2009,theDOTapprovedCaltrans’DBEprogramforfiscalyear2009.

DistrictCourtproceedings.AGCthenfiledacomplaintallegingthatCaltrans’implementationoftheFederalDBEProgramviolatedtheFourteenthAmendmentoftheU.S.Constitution,TitleVIoftheCivilRightsAct,andotherlaws.Ultimately,theAGConlyarguedanas‐appliedchallengetoCaltrans’DBEprogram.ThedistrictcourtonmotionsofsummaryjudgmentheldthatCaltrans’programwas“clearlyconstitutional,”asit“wassupportedbyastrongbasisinevidenceofdiscriminationintheCaliforniacontractingindustryandwasnarrowlytailoredtothosegroupswhichhadactuallysuffereddiscrimination.Id.at1193.

SubsequentCaltransstudyandprogram.WhiletheappealbytheAGCwaspending,CaltranscommissionedanewdisparitystudyfromBBCtoupdateitsDBEprogramasrequiredbythefederalregulations.Id.at1193.InAugust2012,BBCpublisheditsseconddisparityreport,andCaltransconcludedthattheupdatedstudyprovidedevidenceofcontinuingdiscriminationintheCaliforniatransportationcontractingindustryagainstthesamefourgroupsandHispanicAmericans.Id.CaltranssubmittedamodifiedDBEprogramthatisnearlyidenticaltotheprogramapprovedin2009,exceptthatitnowincludesHispanicAmericansandsetsanoverallgoalof12.5percent,ofwhich9.5percentwillbeachievedthroughrace‐andgender‐consciousmeasures.Id.TheUSDOTapprovedCaltrans’updatedprograminNovember2012.Id.

Jurisdictionissue.Initially,theNinthCircuitCourtofAppealsconsideredwhetherithadjurisdictionovertheAGC’sappealbasedonthedoctrinesofmootnessandstanding.TheCourtheldthattheappealisnotmootbecauseCaltrans’newDBEprogramissubstantiallysimilartothepriorprogramandisallegedtodisadvantageAGC’smembers“inthesamefundamentalway”asthepreviousprogram.Id.at1194.

TheCourt,however,heldthattheAGCdidnotestablishassociationalstanding.Id.at1194‐1195:TheCourtfoundthattheAGCdidnotidentifyanyaffectedmembersbynamenorhasitsubmitteddeclarationsbyanyofitsmembersattestingtoharmtheyhavesufferedorwillsufferunderCaltrans’program.Id.at1194‐1195.BecauseAGCfailedtoestablishstanding,theCourthelditmustdismisstheappealduetolackofjurisdiction.Id.at1195.

Caltrans’DBEProgramheldconstitutionalonthemerits.TheCourtthenheldthatevenifAGCcouldestablishstanding,itsappealwouldfail.Id.at1194‐1195.TheCourtheldthatCaltrans’DBEprogramisconstitutionalbecauseitsurvivestheapplicablelevelofscrutinyrequiredbytheEqualProtectionClauseandjurisprudence.Id.at1195‐1200.

TheCourtstatedthatrace‐consciousremedialprogramsmustsatisfystrictscrutinyandthatalthoughstrictscrutinyisstringent,itisnot“fatalinfact.”Id.at1194‐1195(quotingAdarandConstructors,Inc.v.Peña,515U.S.200,237(1995)(AdarandIII)).TheCourtquotedAdarandIII:“Theunhappypersistenceofboththepracticeandthelingeringeffectsofracialdiscriminationagainstminoritygroupsinthiscountryisanunfortunatereality,andgovernmentisnotdisqualifiedfromactinginresponsetoit.”Id.(quotingAdarandIII,515U.S.at237.)

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TheCourtpointedoutthatgender‐consciousprogramsmustsatisfyintermediatescrutinywhichrequiresthatgender‐consciousprogramsbesupportedbyan‘exceedinglypersuasivejustification’andbesubstantiallyrelatedtotheachievementofthatunderlyingobjective.Id.at1195(citingWesternStatesPaving,407F.3dat990n.6.).

TheCourtheldthatCaltrans’DBEprogramcontainsbothrace‐andgender‐consciousmeasures,andthatthe“entireprogrampassesstrictscrutiny.”Id.at1195.

A.ApplicationofstrictscrutinystandardarticulatedinWesternStatesPaving.TheCourtheldthattheframeworkforAGC’sas‐appliedchallengetoCaltrans’DBEprogramisgovernedbyWesternStatesPaving.TheNinthCircuitinWesternStatesPavingdevisedatwo‐prongedtestfornarrowtailoring:(1)thestatemustestablishthepresenceofdiscriminationwithinitstransportationcontractingindustry,and(2)theremedialprogrammustbe“limitedtothoseminoritygroupsthathaveactuallysuffereddiscrimination.”Id.at1195‐1196(quotingWesternStatesPaving,407F.3dat997–99).

1.EvidenceofdiscriminationinCaliforniacontractingindustry.TheCourtheldthatinEqualProtectioncases,courtsconsiderstatisticalandanecdotalevidencetoidentifytheexistenceofdiscrimination.Id.at1196.TheU.S.SupremeCourthassuggestedthata“significantstatisticaldisparity”couldbesufficienttojustifyrace‐consciousremedialprograms.Id.at*7(citingCityofRichmondv.J.A.CrosonCo.,488U.S.469,509(1989)).TheCourtstatedthatalthoughgenerallynotsufficient,anecdotalevidencecomplementsstatisticalevidencebecauseofitsabilitytobring“thecoldnumbersconvincinglytolife.”Id.(quotingInt’lBhd.ofTeamstersv.UnitedStates,431U.S.324,339(1977)).

TheCourtpointedoutthatWashingtonDOT’sDBEprogramintheWesternStatesPavingcasewasheldinvalidbecauseWashingtonDOThadperformednostatisticalstudiesanditofferednoanecdotalevidence.Id.at1196.TheCourtalsostatedthattheWashingtonDOTusedanoversimplifiedmethodologyresultinginlittleweightbeinggivenbytheCourttothepurporteddisparitybecauseWashington’sdata“didnotaccountfortherelativecapacityofdisadvantagedbusinessestoperformwork,nordiditcontrolforthefactthatexistingaffirmativeactionprogramsskewedthepriorutilizationofminoritybusinessesinthestate.”Id.(quotingWesternStatesPaving,407F.3dat999‐1001).TheCourtsaidthatitstruckdownWashington’sprogramafterdeterminingthattherecordwasdevoidofanyevidencesuggestingthatminoritiescurrentlysuffer–orhaveeversuffered–discriminationintheWashingtontransportationcontractingindustry.”Id.

Significantly,theCourtheldinthiscaseasfollows:“Incontrast,Caltrans’affirmativeactionprogramissupportedbysubstantialstatisticalandanecdotalevidenceofdiscriminationintheCaliforniatransportationcontractingindustry.”Id.at1196.TheCourtnotedthatthedisparitystudydocumenteddisparitiesinmanycategoriesoftransportationfirmsandtheutilizationofcertainminority‐andwomen‐ownedfirms.Id.TheCourtfoundthedisparitystudy“accountedforthefactorsmentionedinWesternStatesPavingaswellasothers,adjustingavailabilitydatabasedoncapacitytoperformworkandcontrollingforpreviouslyadministeredaffirmativeactionprograms.”Id.(citingWesternStates,407F.3dat1000).

TheCourtalsoheld:“Moreover,thestatisticalevidencefromthedisparitystudyisbolsteredbyanecdotalevidencesupportinganinferenceofdiscrimination.Thesubstantialstatisticaldisparitiesalonewouldgiverisetoaninferenceofdiscrimination,seeCroson,488U.S.at509,andcertainlyCaltrans’statisticalevidencecombinedwithanecdotalevidencepassesconstitutionalmuster.”Id.at1196.

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TheCourtspecificallyrejectedtheargumentbyAGCthatstrictscrutinyrequiresCaltranstoprovideevidenceof“specificacts”of“deliberate”discriminationbyCaltransemployeesorprimecontractors.Id.at1196‐1197.TheCourtfoundthattheSupremeCourtinCrosonexplicitlystatesthat“[t]hedegreeofspecificityrequiredinthefindingsofdiscrimination…mayvary.”Id.at1197(quotingCroson,488U.S.at489).TheCourtconcludedthatarulerequiringastatetoshowspecificactsofdeliberatediscriminationbyidentifiedindividualswouldruncontrarytothestatementinCrosonthatstatisticaldisparitiesalonecouldbesufficienttosupportrace‐consciousremedialprograms.Id.(citingCroson,488U.S.at509).TheCourtrejectedAGC’sargumentthatCaltrans’programdoesnotsurvivestrictscrutinybecausethedisparitystudydoesnotidentifyindividualactsofdeliberatediscrimination.Id.

TheCourtrejectedasecondargumentbyAGCthatthisstudyshowedinconsistentresultsforutilizationofminoritybusinessesdependingonthetypeandnatureofthecontract,andthuscannotsupportaninferenceofdiscriminationintheentiretransportationcontractingindustry.Id.at1197.AGCarguedthateachofthesesubcategoriesofcontractsmustbeviewedinisolationwhenconsideringwhetheraninferenceofdiscriminationarises,whichtheCourtrejected.Id.TheCourtfoundthatAGC’sargumentoverlookstherationaleunderpinningtheconstitutionaljustificationforremedialrace‐consciousprograms:theyaredesignedtorootout“patternsofdiscrimination.”Id.quotingCroson,488U.S.at504.

TheCourtstatedthattheissueisnotwhetherCaltranscanshowunderutilizationofdisadvantagedbusinessesineverymeasuredcategoryofcontract.Butrather,theissueiswhetherCaltranscanmeettheevidentiarystandardrequiredbyWesternStatesPavingif,lookingattheevidenceinitsentirety,thedatashowsubstantialdisparitiesinutilizationofminorityfirmssuggestingthatpublicdollarsarebeingpouredinto“asystemofracialexclusionpracticedbyelementsofthelocalconstructionindustry.”Id.at1197quotingCroson488U.S.at492.

TheCourtconcludedthatthedisparitystudyandanecdotalevidencedocumentapatternofdisparitiesforthefourgroups,andthatthestudyfoundsubstantialunderutilizationofthesegroupsinnumerouscategoriesofCaliforniatransportationcontracts,whichtheanecdotalevidenceconfirms.Id.at1197.TheCourtheldthisissufficienttoenableCaltranstoinferthatthesegroupsaresystematicallydiscriminatedagainstinpublicly‐fundedcontracts.Id.

Third,theCourtconsideredandrejectedAGC’sargumentthattheanecdotalevidencehaslittleornoprobativevalueinidentifyingdiscriminationbecauseitisnotverified.Id.at*9.TheCourtnotedthattheFourthandTenthCircuitshaverejectedtheneedtoverifyanecdotalevidence,andtheCourtstatedtheAGCmadenopersuasiveargumentthattheNinthCircuitshouldholdotherwise.Id.

TheCourtpointedoutthatAGCattemptedtodiscounttheanecdotalevidencebecausesomeaccountsascribeminorityunderutilizationtofactorsotherthanovertdiscrimination,suchasdifficultieswithobtainingbondingandbreakingintothe“goodolboy”networkofcontractors.Id.at1197‐1198.TheCourtheld,however,thatthefederalcourtsandregulationshaveidentifiedpreciselythesefactorsasbarriersthatdisadvantageminorityfirmsbecauseofthelingeringeffectsofdiscrimination.Id.at1198,citingWesternStatesPaving,407andAGCCII,950F.2dat1414.

TheCourtfoundthatAGCignoresthemanyincidentsofracialandgenderdiscriminationpresentedintheanecdotalevidence.Id.at1198.TheCourtsaidthatCaltransdoesnotclaim,andtheanecdotalevidencedoesnotneedtoprove,thateveryminority‐ownedbusinessis

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discriminatedagainst.Id.TheCourtconcluded:“ItisenoughthattheanecdotalevidencesupportsCaltrans’statisticaldatashowingapervasivepatternofdiscrimination.”Id.TheindividualaccountsofdiscriminationofferedbyCaltrans,accordingtotheCourt,metthisburden.Id.

Fourth,theCourtrejectedAGC’scontentionthatCaltrans’evidencedoesnotsupportaninferenceofdiscriminationagainstallwomenbecausegender‐baseddisparitiesinthestudyarelimitedtowhitewomen.Id.at1198.AGC,theCourtsaid,misunderstandsthestatisticaltechniquesusedinthedisparitystudy,andthatthestudycorrectlyisolatestheeffectofgenderbylimitingitsdatapooltowhitewomen,ensuringthatstatisticalresultsforgender‐baseddiscriminationarenotskewedbydiscriminationagainstminoritywomenonaccountoftheirrace.Id.

Inaddition,afterAGC’searlyincorrectobjectionstothemethodology,theresearchfirmconductedafollow‐upanalysisofallwomen‐ownedfirmsthatproducedadisparityindexof59.Id.at1198.TheCourtheldthatthisindexisevidenceofasubstantialdisparitythatraisesaninferenceofdiscriminationandissufficienttosupportCaltrans’decisiontoincludeallwomeninitsDBEprogram.Id.at1195.

2.Programtailoredtogroupswhoactuallysuffereddiscrimination.TheCourtpointedoutthatthesecondprongofthetestarticulatedinWesternStatesPavingrequiresthataDBEprogrambelimitedtothosegroupsthatactuallysuffereddiscriminationinthestate’scontractingindustry.Id.at1198.TheCourtfoundCaltrans’DBEprogramislimitedtothoseminoritygroupsthathaveactuallysuffereddiscrimination.Id.TheCourtheldthatthe2007disparitystudyshowedsystematicandsubstantialunderutilizationofAfricanAmerican‐,NativeAmerican‐,Asian‐PacificAmerican‐,andwomen‐ownedfirmsacrossarangeofcontractcategories.Id.at1198‐1199.Id.Thesedisparities,accordingtotheCourt,supportaninferenceofdiscriminationagainstthosegroups.Id.

CaltransconcludedthatthestatisticalevidencedidnotsupportaninferenceofapatternofdiscriminationagainstHispanicorSubcontinentAsianAmericans.Id.at1199.CaliforniaappliedforandreceivedawaiverfromtheUSDOTinordertolimitits2009programtoAfricanAmerican,NativeAmerican,Asian‐PacificAmerican,andwomen‐ownedfirms.Id.TheCourtheldthatCaltrans’program“adherespreciselytothenarrowtailoringrequirementsofWesternStates.”Id.

TheCourtrejectedtheAGCcontentionthattheDBEprogramisnotnarrowlytailoredbecauseitcreatesrace‐basedpreferencesforalltransportation‐relatedcontracts,ratherthandistinguishingbetweenconstructionandengineeringcontracts.Id.at1199.TheCourtstatedthatAGCcitednocasethatrequiresastatepreferenceprogramtoprovideseparategoalsfordisadvantagedbusinessparticipationonconstructionandengineeringcontracts.Id.TheCourtnotedthattothecontrary,thefederalguidelinesforimplementingthefederalprograminstructstatesnottoseparatedifferenttypesofcontracts.Id.TheCourtfoundthereare“soundpolicyreasonstonotrequiresuchparsing,includingthefactthatthereissubstantialoverlapinfirmscompetingforconstructionandengineeringcontracts,asprimeandsubcontractors.”Id.

B.Considerationofrace–neutralalternatives.TheCourtrejectedtheAGCassertionthatCaltrans’programisnotnarrowlytailoredbecauseitfailedtoevaluaterace‐neutralmeasuresbeforeimplementingthesystemofracialpreferences,andstatedthelawimposesnosuchrequirement.Id.at1199.TheCourtheldthatWesternStatesPavingdoesnotrequirestatesto

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independentlymeetthisaspectofnarrowtailoring,andinsteadfocusesonwhetherthefederalstatutesufficientlyconsideredrace‐neutralalternatives.Id.

Second,theCourtfoundthatevenifthisrequirementdoesapplytoCaltrans’program,narrowtailoringonlyrequires“serious,goodfaithconsiderationofworkablerace‐neutralalternatives.”Id.at1199,citingGrutterv.Bollinger,539U.S.306,339(2003).TheCourtfoundthattheCaltransprogramhasconsideredanincreasingnumberofrace‐neutralalternatives,anditrejectedAGC’sclaimthatCaltrans’programdoesnotsufficientlyconsiderrace‐neutralalternatives.Id.at1199.

C.CertificationaffidavitsforDisadvantagedBusinessEnterprises.TheCourtrejectedtheAGCargumentthatCaltrans’programisnotnarrowlytailoredbecauseaffidavitsthatapplicantsmustsubmittoobtaincertificationasDBEsdonotrequireapplicantstoasserttheyhavesuffereddiscriminationinCalifornia.Id.at1199‐1200.TheCourtheldthecertificationprocessemployedbyCaltransfollowstheprocessdetailedinthefederalregulations,andthatthisisanimpermissiblecollateralattackonthefacialvalidityoftheCongressionalActauthorizingtheFederalDBEProgramandthefederalregulationspromulgatedbytheUSDOT(TheSafe,Accountable,Flexible,EfficientTransportationEquityAct:ALegacyforUsers,Pub.L.No.109‐59,§1101(b),119Sect.1144(2005)).Id.at1200.

D.Applicationofprogramtomixedstate‐andfederally‐fundedcontracts.TheCourtalsorejectedAGC’schallengethatCaltransappliesitsprogramtotransportationcontractsfundedbybothfederalandstatemoney.Id.at1200.TheCourtheldthatthisisanotherimpermissiblecollateralattackonthefederalprogram,whichexplicitlyrequiresgoalstobesetformix‐fundedcontracts.Id.

Conclusion.TheCourtconcludedthattheAGCdidnothavestanding,andthatfurther,Caltrans’DBEprogramsurvivesstrictscrutinyby:1)havingastrongbasisinevidenceofdiscriminationwithintheCaliforniatransportationcontractingindustry,and2)beingnarrowlytailoredtobenefitonlythosegroupsthathaveactuallysuffereddiscrimination.Id.at1200.TheCourtthendismissedtheappeal.Id.

5. Braunstein v. Arizona DOT, 683 F.3d 1177 (9th Cir. 2012) 

BraunsteinisanengineeringcontractorthatprovidedsubsurfaceutilitylocationservicesforADOT.BraunsteinsuedtheArizonaDOTandothersseekingdamagesundertheCivilRightsAct,pursuantto§§1981and1983,andchallengingtheuseofArizona’sformeraffirmativeactionprogram,orrace‐andgender‐consciousDBEprogramimplementingtheFederalDBEProgram,allegingviolationoftheequalprotectionclause.

Factualbackground.ADOTsolicitedbidsforanewengineeringanddesigncontract.Sixfirmsbidontheprimecontract,butBraunsteindidnotbidbecausehecouldnotsatisfyarequirementthatprimecontractorscomplete50percentofthecontractworkthemselves.Instead,Braunsteincontactedthebiddingfirmstoaskaboutsubcontractingfortheutilitylocationwork.683F.3dat1181.AllsixfirmsrejectedBraunstein’sovertures,andBraunsteindidnotsubmitaquoteorsubcontractingbidtoanyofthem.Id.

Aspartofthebid,theprimecontractorswererequiredtocomplywithfederalregulationsthatprovidestatesreceivingfederalhighwayfundsmaintainaDBEprogram.683F.3dat1182.Underthiscontract,theprimecontractorwouldreceiveamaximumof5pointsforDBEparticipation.Id.at1182.Allsixfirmsthatbidontheprimecontractreceivedthemaximum5

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pointsforDBEparticipation.AllsixfirmscommittedtohiringDBEsubcontractorstoperformatleast6percentofthework.OnlyoneofthesixbiddingfirmsselectedaDBEasitsdesiredutilitylocationsubcontractor.ThreeofthebiddingfirmsselectedanothercompanyotherthanBraunsteintoperformtheutilitylocationwork.Id.DMJMwonthebidforthe2005contractusingAztectoperformtheutilitylocationwork.AztecwasnotaDBE.Id.at1182.

DistrictCourtrulings.BraunsteinbroughtthissuitinfederalcourtagainstADOTandemployeesoftheDOTallegingthatADOTviolatedhisrighttoequalprotectionbyusingraceandgenderpreferencesinitssolicitationandawardofthe2005contract.ThedistrictcourtdismissedasmootBraunstein’sclaimsforinjunctiveanddeclaratoryreliefbecauseADOThadsuspendeditsDBEprogramin2006followingtheNinthCircuitdecisioninWesternStatesPavingCo.v.WashingtonStateDOT,407F.3d9882(9thCir.2005).ThisleftonlyBraunstein’sdamagesclaimsagainsttheStateandADOTunder§2000d,andagainstthenamedindividualdefendantsintheirindividualcapacitiesunder§§1981and1983.Id.at1183.

ThedistrictcourtconcludedthatBraunsteinlackedArticleIIIstandingtopursuehisremainingclaimsbecausehehadfailedtoshowthatADOT’sDBEprogramhadaffectedhimpersonally.Thecourtnotedthat“Braunsteinwasaffordedtheopportunitytobidonsubcontractingwork,andtheDBEgoaldidnotserveasabarriertodoingso,norwasitanimpedimenttohissecuringasubcontract.”Id.at1183.ThedistrictcourtfoundthatBraunstein’sinabilitytosecureutilitylocationworkstemmedfromhispastunsatisfactoryperformance,nothisstatusasanon‐DBE.Id.

Lackofstanding.TheNinthCircuitCourtofAppealsheldthatBraunsteinlackedArticleIIIstandingandaffirmedtheentryofsummaryjudgmentinfavorofADOTandtheindividualemployeesofADOT.TheCourtfoundthatBraunsteinhadnotprovidedanyevidenceshowingthatADOT’sDBEprogramaffectedhimpersonallyorthatitimpededhisabilitytocompeteforutilitylocationworkonanequalbasis.Id.at1185.TheCourtnotedthatBraunsteindidnotsubmitaquoteorabidtoanyoftheprimecontractorsbiddingonthegovernmentcontract.Id.

TheCourtalsopointedoutthatBraunsteindidnotseekprospectivereliefagainstthegovernment“affirmativeaction”program,notingthedistrictcourtdismissedasmoothisclaimsfordeclaratoryandinjunctivereliefsinceADOThadsuspendeditsDBEprogrambeforehebroughtthesuit.Id.at1186.Thus,Braunstein’ssurvivingclaimswerefordamagesbasedonthecontractatissueratherthanprospectiverelieftoenjointheDBEProgram.Id.Accordingly,theCourtheldhemustshowmorethanthatheis“ableandready”toseeksubcontractingwork.Id.

TheCourtfoundBraunsteinpresentednoevidencetodemonstratethathewasinapositiontocompeteequallywiththeothersubcontractors,noevidencecomparinghimselfwiththeothersubcontractorsintermsofpriceorothercriteria,andnoevidenceexplainingwhythesixprospectiveprimecontractorsrejectedhimasasubcontractor.Id.at1186.TheCourtstatedthattherewasnothingintherecordindicatingtheADOTDBEprogramposedabarrierthatimpededBraunstein’sabilitytocompeteforworkasasubcontractor.Id.at1187.TheCourtheldthattheexistenceofaracialorgenderbarrierisnotenoughtoestablishstanding,withoutaplaintiff’sshowingthathehasbeensubjectedtosuchabarrier.Id.at1186.

TheCourtnotedBraunsteinhadexplicitlyacknowledgedpreviouslythatthewinningbidderonthecontractwouldnothirehimasasubcontractorforreasonsunrelatedtotheDBEprogram.Id.at1186.Atthesummaryjudgmentstage,theCourtstatedthatBraunsteinwasrequiredtosetforthspecificfactsdemonstratingtheDBEprogramimpededhisabilitytocompeteforthesubcontractingworkonanequalbasis.Id.at1187.

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SummaryjudgmentgrantedtoADOT.TheCourtconcludedthatBraunsteinwasunabletopointtoanyevidencetodemonstratehowtheADOTDBEprogramadverselyaffectedhimpersonallyorimpededhisabilitytocompeteforsubcontractingwork.Id.TheCourtthusheldthatBraunsteinlackedArticleIIIstandingandaffirmedtheentryofsummaryjudgmentinfavorofADOT.

6. Northern Contracting, Inc. v. Illinois, 473 F.3d 715 (7th Cir. 2007) 

InNorthernContracting,Inc.v.Illinois,theSeventhCircuitaffirmedthedistrictcourtdecisionupholdingthevalidityandconstitutionalityoftheIllinoisDepartmentofTransportation’s(“IDOT”)DBEProgram.PlaintiffNorthernContractingInc.(“NCI”)wasawhitemale‐ownedconstructioncompanyspecializingintheconstructionofguardrailsandfencesforhighwayconstructionprojectsinIllinois.473F.3d715,717(7thCir.2007).Initially,NCIchallengedtheconstitutionalityofboththefederalregulationsandtheIllinoisstatuteimplementingtheseregulations.Id.at719.ThedistrictcourtgrantedtheUSDOT’sMotionforSummaryJudgment,concludingthatthefederalgovernmenthaddemonstratedacompellinginterestandthatTEA‐21wassufficientlynarrowlytailored.NCIdidnotchallengethisrulingandtherebyforfeitedtheopportunitytochallengethefederalregulations.Id.at720.NCIalsoforfeitedtheargumentthatIDOT’sDBEprogramdidnotserveacompellinggovernmentinterest.Id.ThesoleissueonappealtotheSeventhCircuitwaswhetherIDOT’sprogramwasnarrowlytailored.Id.

IDOTtypicallyadoptedanewDBEplaneachyear.Id.at718.InpreparingforFiscalYear2005,IDOTretainedaconsultingfirmtodetermineDBEavailability.Id.Theconsultantfirstidentifiedtherelevantgeographicmarket(Illinois)andtherelevantproductmarket(transportationinfrastructureconstruction).Id.Theconsultantthendeterminedavailabilityofminority‐andwomen‐ownedfirmsthroughanalysisofDun&Bradstreet’sMarketplacedata.Id.ThisinitiallistwascorrectedforerrorsinthedatabysurveyingtheD&Blist.Id.Inlightofthesesurveys,theconsultantarrivedataDBEavailabilityof22.77percent.Id.Theconsultantthenranaregressionanalysisonearningsandbusinessinformationandconcludedthatintheabsenceofdiscrimination,relativeDBEavailabilitywouldbe27.5percent.Id.IDOTconsideredthis,alongwithotherdata,includingDBEutilizationonIDOTs“zerogoal”experimentconductedin2002to2003,inwhichIDOTdidnotuseDBEgoalson5percentofitscontracts(1.5%utilization)anddataofDBEutilizationonprojectsfortheIllinoisStateTollHighwayAuthoritywhichdoesnotreceivefederalfundingandwhosegoalsarecompletelyvoluntary(1.6%utilization).Id.at719.Onthebasisofallofthisdata,IDOTadopteda22.77percentgoalfor2005.Id.

DespitethefacttheNCIforfeitedtheargumentthatIDOT’sDBEprogramdidnotserveacompellingstateinterest,theSeventhCircuitbrieflyaddressedthecompellinginterestprongofthestrictscrutinyanalysis,notingthatIDOThadsatisfieditsburden.Id.at720.Thecourtnotedthat,post‐Adarand,twoothercircuitshaveheldthatastatemayrelyonthefederalgovernment’scompellinginterestinimplementingalocalDBEplan.Id.at720‐21,citingWesternStatesPavingCo.,Inc.v.WashingtonStateDOT,407F.3d983,987(9thCir.2005),cert.denied,126S.Ct.1332(Feb.21,2006)andSherbrookeTurf,Inc.v.MinnesotaDOT,345F.3d964,970(8thCir.2003),cert.denied,541U.S.1041(2004).ThecourtstatedthatNCIhadnotarticulatedanyreasontobreakranksfromtheothercircuitsandexplainedthat“[i]nsofarasthestateismerelycomplyingwithfederallawitisactingastheagentofthefederalgovernment….Ifthestatedoesexactlywhatthestatuteexpectsittodo,andthestatuteisconcededforpurposesoflitigationtobeconstitutional,wedonotseehowthestatecanbethoughttohaveviolatedtheConstitution.”Id.at721,quotingMilwaukeeCountyPaversAssociationv.Fielder,922F.2d419,423(7thCir.1991).ThecourtdidnotaddresswhetherIDOThadanindependentinterestthatcouldhavesurvivedconstitutionalscrutiny.

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InaddressingthenarrowlytailoredprongwithrespecttoIDOT’sDBEprogram,thecourtheldthatIDOThadcomplied.Id.ThecourtconcludeditsholdinginMilwaukeethatastateisinsulatedfromaconstitutionalattackabsentashowingthatthestateexceededitsfederalauthorityremainedapplicable.Id.at721‐22.ThecourtnotedthattheSupremeCourtinAdarandConstructorsv.Pena,515U.S.200(1995)didnotseizetheopportunitytooverrulethatdecision,explainingthattheCourtdidnotinvalidateitsconclusionthatachallengetoastate’sapplicationofafederallymandatedprogrammustbelimitedtothequestionofwhetherthestateexceededitsauthority.Id.at722.

ThecourtfurtherclarifiedtheMilwaukeeopinioninlightoftheinterpretationsoftheopinionsofferedinbytheNinthCircuitinWesternStatesandEighthCircuitinSherbrooke.Id.ThecourtstatedthattheNinthCircuitinWesternStatesmisreadtheMilwaukeedecisioninconcludingthatMilwaukeedidnotaddressthesituationofanas‐appliedchallengetoaDBEprogram.Id.at722,n.5.Relatedly,thecourtstatedthattheEighthCircuit’sopinioninSherbrooke(thattheMilwaukeedecisionwascompromisedbythefactthatitwasdecidedunderthepriorlaw“whenthe10percentfederalset‐asidewasmoremandatory”)wasunconvincingsinceallrecipientsoffederaltransportationfundsarestillrequiredtohavecompliantDBEprograms.Id.at722.FederallawmakesmoreclearnowthatthecompliancecouldbeachievedevenwithnoDBEutilizationifthatweretheresultofagoodfaithuseoftheprocess.Id.at722,n.5.ThecourtstatedthatIDOTinthiscasewasactingasaninstrumentoffederalpolicyandNCI’scollateralattackonthefederalregulationswasimpermissible.Id.at722.

Theremainderofthecourt’sopinionaddressedthequestionofwhetherIDOTexceededitsgrantofauthorityunderfederallaw,andheldthatallofNCI’sargumentsfailed.Id.First,NCIchallengedthemethodbywhichthelocalbasefigurewascalculated,thefirststepinthegoal‐settingprocess.Id.NCIarguedthatthenumberofregisteredandprequalifiedDBEsinIllinoisshouldhavesimplybeencounted.Id.Thecourtstatedthatwhilethefederalregulationslistseveralexamplesofmethodsfordeterminingthelocalbasefigure,Id.at723,theseexamplesarenotintendedasanexhaustivelist.Thecourtpointedoutthatthefifthiteminthelistisentitled“AlternativeMethods,”andstates:“Youmayuseothermethodstodetermineabasefigureforyouroverallgoal.AnymethodologyyouchoosemustbebasedondemonstrableevidenceoflocalmarketconditionsandbedesignatedtoultimatelyattainagoalthatisrationallyrelatedtotherelativeavailabilityofDBEsinyourmarket.”Id.(citing49CFR§26.45(c)(5)).Accordingtothecourt,theregulationsmakeclearthat“relativeavailability”means“theavailabilityofready,willingandableDBEsrelativetoallbusinessready,willing,andabletoparticipate”onDOTcontracts.Id.ThecourtstatedNCIpointedtonothinginthefederalregulationsthatindicatedthatarecipientmustsonarrowlydefinethescopeoftheready,willing,andavailablefirmstoasimplecountofthenumberofregisteredandprequalifiedDBEs.Id.ThecourtagreedwiththedistrictcourtthattheremedialnatureofthefederalschememilitatesinfavorofamethodofDBEavailabilitycalculationthatcastsabroadernet.Id.

Second,NCIarguedthattheIDOTfailedtoproperlyadjustitsgoalbasedonlocalmarketconditions.Id.Thecourtnotedthatthefederalregulationsdonotrequireanyadjustmentstothebasefigure,butsimplyproviderecipientswithauthoritytomakesuchadjustmentsifnecessary.Id.Accordingtothecourt,NCIfailedtoidentifyanyaspectoftheregulationsrequiringIDOTtoseparateprimecontractoravailabilityfromsubcontractoravailability,andpointedoutthattheregulationsrequirethelocalgoaltobefocusedonoverallDBEparticipation.Id.

Third,NCIcontendedthatIDOTviolatedthefederalregulationsbyfailingtomeetthemaximumfeasibleportionofitsoverallgoalthroughrace‐neutralmeansoffacilitatingDBEparticipation.Id.at723‐24.NCIarguedthatIDOTshouldhaveconsideredDBEswhohadwonsubcontractson

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goalprojectswheretheprimecontractordidnotconsiderDBEstatus,insteadofonlyconsideringDBEswhowoncontractsonno‐goalprojects.Id.at724.ThecourtheldthatwhiletheregulationsindicatethatwhereDBEswinsubcontractsongoalprojectsstrictlythroughlowbidthiscanbecountedasrace‐neutralparticipation,theregulationsdidnotrequireIDOTtosearchforthisdata,forthepurposeofcalculatingpastlevelsofrace‐neutralDBEparticipation.Id.Accordingtothecourt,therecordindicatedthatIDOTusednearlyallthemethodsdescribedintheregulationstomaximizetheportionofthegoalthatwillbeachievedthroughrace‐neutralmeans.Id.

ThecourtaffirmedthedecisionofthedistrictcourtupholdingthevalidityoftheIDOTDBEprogramandfoundthatitwasnarrowlytailoredtofurtheracompellinggovernmentalinterest.Id.

7. Western States Paving Co. v. Washington State DOT, 407 F.3d 983 (9th Cir. 2005), cert. denied, 546 U.S. 1170 (2006) 

ThiscaseoutoftheNinthCircuitstruckdownastate’simplementationoftheFederalDBEProgramforfailuretopassconstitutionalmuster.InWesternStatesPaving,theNinthCircuitheldthattheStateofWashington’simplementationoftheFederalDBEProgramwasunconstitutionalbecauseitdidnotsatisfythenarrowtailoringelementoftheconstitutionaltest.TheNinthCircuitheldthattheStatemustpresentitsownevidenceofpastdiscriminationwithinitsownboundariesinordertosurviveconstitutionalmusterandcouldnotmerelyrelyupondatasuppliedbyCongress.TheUnitedStatesSupremeCourtdeniedcertiorari.Theanalysisinthedecisionalsoisinstructiveinparticularastotheapplicationofthenarrowlytailoredprongofthestrictscrutinytest.

PlaintiffWesternStatesPavingCo.(“plaintiff”)wasawhitemale‐ownedasphaltandpavingcompany.407F.3d983,987(9thCir.2005).InJulyof2000,plaintiffsubmittedabidforaprojectfortheCityofVancouver;theprojectwasfinancedwithfederalfundsprovidedtotheWashingtonStateDOT(“WSDOT”)undertheTransportationEquityActforthe21stCentury(“TEA‐21”).Id.

CongressenactedTEA‐21in1991andaftermultiplerenewals,itwassettoexpireonMay31,2004.Id.at988.TEA‐21establishedminimumminority‐ownedbusinessparticipationrequirements(10%)forcertainfederally‐fundedprojects.Id.TheregulationsrequireeachstateacceptingfederaltransportationfundstoimplementaDBEprogramthatcomportswiththeTEA‐21.Id.TEA‐21indicatesthe10percentDBEutilizationrequirementis“aspirational,”andthestatutorygoal“doesnotauthorizeorrequirerecipientstosetoverallorcontractgoalsatthe10percentlevel,oranyotherparticularlevel,ortotakeanyspecialadministrativestepsiftheirgoalsareaboveorbelow10percent.”Id.

TEA‐21setsforthatwo‐stepprocessforastatetodetermineitsownDBEutilizationgoal:(1)thestatemustcalculatetherelativeavailabilityofDBEsinitslocaltransportationcontractingindustry(onewaytodothisistodividethenumberofready,willingandableDBEsinastatebythetotalnumberofready,willingandablefirms);and(2)thestateisrequiredto“adjustthisbasefigureupwardordownwardtoreflecttheprovencapacityofDBEstoperformwork(asmeasuredbythevolumeofworkallocatedtoDBEsinrecentyears)andevidenceofdiscriminationagainstDBEsobtainedfromstatisticaldisparitystudies.”Id.at989(citingregulation).Astateisalsopermittedtoconsiderdiscriminationinthebondingandfinancingindustriesandthepresenteffectsofpastdiscrimination.Id.(citingregulation).TEA‐21requiresageneralized,“undifferentiated”minoritygoalandastateisprohibitedfromapportioningtheir

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DBEutilizationgoalamongdifferentminoritygroups(e.g.,betweenHispanics,blacks,andwomen).Id.at990(citingregulation).

“Astatemustmeetthemaximumfeasibleportionofthisgoalthroughrace‐[andgender‐]neutralmeans,includinginformationalandinstructionalprogramstargetedtowardallsmallbusinesses.”Id.(citingregulation).Race‐andgender‐consciouscontractgoalsmustbeusedtoachieveanyportionofthecontractgoalsnotachievablethroughrace‐andgender‐neutralmeasures.Id.(citingregulation).However,TEA‐21doesnotrequirethatDBEparticipationgoalsbeusedoneverycontractoratthesameleveloneverycontractinwhichtheyareused;rather,theoveralleffectmustbeto“obtainthatportionoftherequisiteDBEparticipationthatcannotbeachievedthroughrace‐[andgender‐]neutralmeans.”Id.(citingregulation).

Aprimecontractormustuse“goodfaithefforts”tosatisfyacontract’sDBEutilizationgoal.Id.(citingregulation).However,astateisprohibitedfromenactingrigidquotasthatdonotcontemplatesuchgoodfaithefforts.Id.(citingregulation).

UndertheTEA‐21minorityutilizationrequirements,theCitysetagoalof14percentminorityparticipationonthefirstprojectplaintiffbidon;theprimecontractorthusrejectedplaintiff’sbidinfavorofahigherbiddingminority‐ownedsubcontractingfirm.Id.at987.InSeptemberof2000,plaintiffagainsubmittedabidonaprojectfinancedwithTEA‐21fundsandwasagainrejectedinfavorofahigherbiddingminority‐ownedsubcontractingfirm.Id.Theprimecontractorexpresslystatedthatherejectedplaintiff’sbidduetotheminorityutilizationrequirement.Id.

PlaintifffiledsuitagainsttheWSDOT,ClarkCounty,andtheCity,challengingtheminoritypreferencerequirementsofTEA‐21asunconstitutionalbothfaciallyandasapplied.Id.Thedistrictcourtrejectedbothofplaintiff’schallenges.ThedistrictcourtheldtheprogramwasfaciallyconstitutionalbecauseitfoundthatCongresshadidentifiedsignificantevidenceofdiscriminationinthetransportationcontractingindustryandtheTEA‐21wasnarrowlytailoredtoremedysuchdiscrimination.Id.at988.Thedistrictcourtrejectedtheas‐appliedchallengeconcludingthatWashington’simplementationoftheprogramcomportedwiththefederalrequirementsandthestatewasnotrequiredtodemonstratethatitsminoritypreferenceprogramindependentlysatisfiedstrictscrutiny.Id.PlaintiffappealedtotheNinthCircuitCourtofAppeals.Id.

TheNinthCircuitconsideredwhethertheTEA‐21,whichauthorizestheuseofrace‐andgender‐basedpreferencesinfederally‐fundedtransportationcontracts,violatedequalprotection,eitheronitsfaceorasappliedbytheStateofWashington.

Thecourtappliedastrictscrutinyanalysistoboththefacialandas‐appliedchallengestoTEA‐21.Id.at990‐91.Thecourtdidnotapplyaseparateintermediatescrutinyanalysistothegender‐basedclassificationsbecauseitdeterminedthatit“wouldnotyieldadifferentresult.”Id.at990,n.6.

Facialchallenge(FederalGovernment).Thecourtfirstnotedthatthefederalgovernmenthasacompellinginterestin“ensuringthatitsfundingisnotdistributedinamannerthatperpetuatestheeffectsofeitherpublicorprivatediscriminationwithinthetransportationcontractingindustry.”Id.at991,citingCityofRichmondv.J.A.CrosonCo.,488U.S.469,492(1989)andAdarandConstructors,Inc.v.Slater(“AdarandVII”),228F.3d1147,1176(10thCir.2000).Thecourtfoundthat“[b]othstatisticalandanecdotalevidencearerelevantinidentifyingtheexistenceofdiscrimination.”Id.at991.ThecourtfoundthatalthoughCongressdidnothave

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evidenceofdiscriminationagainstminoritiesineverystate,suchevidencewasunnecessaryfortheenactmentofnationwidelegislation.Id.However,citingboththeEighthandTenthCircuits,thecourtfoundthatCongresshadampleevidenceofdiscriminationinthetransportationcontractingindustrytojustifyTEA‐21.Id.ThecourtalsofoundthatbecauseTEA‐21setforthflexiblerace‐consciousmeasurestobeusedonlywhenrace‐neutraleffortswereunsuccessful,theprogramwasnarrowlytailoredandthussatisfiedstrictscrutiny.Id.at992‐93.Thecourtaccordinglyrejectedplaintiff’sfacialchallenge.Id.

As‐applied challenge (State of Washington).PlaintiffallegedTEA‐21wasunconstitutionalas‐appliedbecausetherewasnoevidenceofdiscriminationinWashington’stransportationcontractingindustry.Id.at995.TheStateallegedthatitwasnotrequiredtoindependentlydemonstratethatitsapplicationofTEA‐21satisfiedstrictscrutiny.Id.TheUnitedStatesintervenedtodefendTEA‐21’sfacialconstitutionality,and“unambiguouslyconcededthatTEA‐21’sraceconsciousmeasurescanbeconstitutionallyappliedonlyinthosestateswheretheeffectsofdiscriminationarepresent.”Id.at996;seealsoBr.fortheUnitedStatesat28(April19,2004)(“DOT’sregulations…aredesignedtoassistStatesinensuringthatrace‐consciousremediesarelimitedtoonlythosejurisdictionswherediscriminationoritseffectsareaproblemandonlyasalastresortwhenrace‐neutralreliefisinsufficient.”(emphasisinoriginal)).

ThecourtfoundthattheEighthCircuitwastheonlyothercourttoconsideranas‐appliedchallengetoTEA‐21inSherbrookeTurf,Inc.v.MinnesotaDOT,345F.3d964(8thCir.2003),cert.denied124S.Ct.2158(2004).Id.at996.TheEighthCircuitdidnotrequireMinnesotaandNebraskatoidentifyacompellingpurposefortheirprogramsindependentofCongress’snationwideremedialobjective.Id.However,theEighthCircuitdidconsiderwhetherthestates’implementationofTEA‐21wasnarrowlytailoredtoachieveCongress’sremedialobjective.Id.TheEighthCircuitthuslookedtothestates’independentevidenceofdiscriminationbecause“tobenarrowlytailored,anationalprogrammustbelimitedtothosepartsofthecountrywhereitsrace‐basedmeasuresaredemonstrablyneeded.”Id.(internalcitationsomitted).TheEighthCircuitreliedonthestates’statisticalanalysesoftheavailabilityandcapacityofDBEsintheirlocalmarketsconductedbyoutsideconsultingfirmstoconcludethatthestatessatisfiedthenarrowtailoringrequirement.Id.at997.

ThecourtconcurredwiththeEighthCircuitandfoundthatWashingtondidnotneedtodemonstrateacompellinginterestforitsDBEprogram,independentfromthecompellingnationwideinterestidentifiedbyCongress.Id.However,thecourtdeterminedthatthedistrictcourterredinholdingthatmerecompliancewiththefederalprogramsatisfiedstrictscrutiny.Id.Rather,thecourtheldthatwhetherWashington’sDBEprogramwasnarrowlytailoredwasdependentonthepresenceorabsenceofdiscriminationinWashington’stransportationcontractingindustry.Id.at997‐98.“IfnosuchdiscriminationispresentinWashington,thentheState’sDBEprogramdoesnotservearemedialpurpose;itinsteadprovidesanunconstitutionalwindfalltominoritycontractorssolelyonthebasisoftheirraceorsex.”Id.at998.ThecourtheldthataSixthCircuitdecisiontothecontrary,TennesseeAsphaltCo.v.Farris,942F.2d969,970(6thCir.1991),misinterpretedearliercaselaw.Id.at997,n.9.

Thecourtfoundthatmoreover,evenwherediscriminationispresentinastate,aprogramisnarrowlytailoredonlyifitappliesonlytothoseminoritygroupswhohaveactuallysuffereddiscrimination.Id.at998,citingCroson,488U.S.at478.ThecourtalsofoundthatinMontereyMechanicalCo.v.Wilson,125F.3d702,713(9thCir.1997),ithad“previouslyexpressedsimilarconcernsaboutthehaphazardinclusionofminoritygroupsinaffirmativeactionprogramsostensiblydesignedtoremedytheeffectsofdiscrimination.”Id.InMontereyMechanical,the

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courtheldthat“theoverlyinclusivedesignationofbenefitedminoritygroupswasa‘redflagsignalingthatthestatuteisnot,astheEqualProtectionClauserequires,narrowlytailored.’”Id.,citingMontereyMechanical,125F.3dat714.Thecourtfoundthatothercourtsareinaccord.Id.at998‐99,citingBuildersAss’nofGreaterChi.v.CountyofCook,256F.3d642,647(7thCir.2001);AssociatedGen.ContractorsofOhio,Inc.v.Drabik,214F.3d730,737(6thCir.2000);O’DonnellConstr.Co.v.DistrictofColumbia,963F.2d420,427(D.C.Cir.1992).Accordingly,thecourtfoundthateachoftheprincipalminoritygroupsbenefitedbyWSDOT’sDBEprogrammusthavesuffereddiscriminationwithintheState.Id.at999.

ThecourtfoundthatWSDOT’sprogramcloselytrackedthesampleUSDOTDBEprogram.Id.WSDOTcalculateditsDBEparticipationgoalbyfirstcalculatingtheavailabilityofready,willingandableDBEsintheState(dividingthenumberoftransportationcontractingfirmsintheWashingtonStateOfficeofMinority,WomenandDisadvantagedBusinessEnterprisesDirectorybythetotalnumberoftransportationcontractingfirmslistedintheCensusBureau’sWashingtondatabase,whichequaled11.17%).Id.WSDOTthenupwardlyadjustedthe11.17percentbasefigureto14percent“toaccountfortheprovencapacityofDBEstoperformwork,asreflectedbythevolumeofworkperformedbyDBEs[duringacertaintimeperiod].”Id.AlthoughDBEsperformed18percentofworkonStateprojectsduringtheprescribedtimeperiod,Washingtonsetthefinaladjustedfigureat14percentbecauseTEA‐21reducedthenumberofeligibleDBEsinWashingtonbyimposingmorestringentcertificationrequirements.Id.at999,n.11.WSDOTdidnotmakeanadjustmenttoaccountfordiscriminatorybarriersinobtainingbondingandfinancing.Id.WSDOTsimilarlydidnotmakeanyadjustmenttoreflectpresentorpastdiscrimination“becauseitlackedanystatisticalstudiesevidencingsuchdiscrimination.”Id.

WSDOTthendeterminedthatitneededtoachieve5percentofits14percentgoalthroughrace‐consciousmeansbasedona9percentDBEparticipationrateonstate‐fundedcontractsthatdidnotincludeaffirmativeactioncomponents(i.e.,9%participationcouldbeachievedthroughrace‐neutralmeans).Id.at1000.TheUSDOTapprovedWSDOTgoal‐settingprogramandthetotalityofits2000DBEprogram.Id.

Washingtonconcededthatitdidnothavestatisticalstudiestoestablishtheexistenceofpastorpresentdiscrimination.Id.Itargued,however,thatithadevidenceofdiscriminationbecauseminority‐ownedfirmshadthecapacitytoperform14percentoftheState’stransportationcontractsin2000butreceivedonly9percentofthesubcontractingfundsoncontractsthatdidnotincludeanaffirmativeaction’scomponent.Id.ThecourtfoundthattheState’smethodologywasflawedbecausethe14percentfigurewasbasedontheearlier18percentfigure,discussedsupra,whichincludedcontractswithaffirmativeactioncomponents.Id.Thecourtconcludedthatthe14percentfiguredidnotaccuratelyreflecttheperformancecapacityofDBEsinarace‐neutralmarket.Id.ThecourtalsofoundtheStateconcededasmuchtothedistrictcourt.Id.

ThecourtheldthatadisparitybetweenDBEperformanceoncontractswithanaffirmativeactioncomponentandthosewithout“doesnotprovideanyevidenceofdiscriminationagainstDBEs.”Id.ThecourtfoundthattheonlyevidenceuponwhichWashingtoncouldrelywasthedisparitybetweentheproportionofDBEfirmsintheState(11.17%)andthepercentageofcontractsawardedtoDBEsonrace‐neutralgrounds(9%).Id.However,thecourtdeterminedthatsuchevidencewasentitledto“littleweight”becauseitdidnottakeintoaccountamultitudeofotherfactorssuchasfirmsize.Id.

Moreover,thecourtfoundthattheminimalstatisticalevidencewasinsufficientevidence,standingalone,ofdiscriminationinthetransportationcontractingindustry.Id.at1001.The

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courtfoundthatWSDOTdidnotpresentanyanecdotalevidence.Id.ThecourtrejectedtheState’sargumentthattheDBEapplicationsthemselvesconstitutedevidenceofpastdiscriminationbecausetheapplicationswerenotproperlyintherecord,andbecausetheapplicantswerenotrequiredtocertifythattheyhadbeenvictimsofdiscriminationinthecontractingindustry.Id.Accordingly,thecourtheldthatbecausetheStatefailedtoprofferevidenceofdiscriminationwithinitsowntransportationcontractingmarket,itsDBEprogramwasnotnarrowlytailoredtoCongress’scompellingremedialinterest.Id.at1002‐03.

Thecourtaffirmedthedistrictcourt’sgrantonsummaryjudgmenttotheUnitedStatesregardingthefacialconstitutionalityofTEA‐21,reversedthegrantofsummaryjudgmenttoWashingtonontheas‐appliedchallenge,andremandedtodeterminetheState’sliabilityfordamages.

ThedissentarguedthatwheretheStatecompliedwithTEA‐21inimplementingitsDBEprogram,itwasnotsusceptibletoanas‐appliedchallenge.

8. Sherbrooke Turf, Inc. v. Minnesota DOT, and Gross Seed Company v. Nebraska Department of Roads, 345 F.3d 964 (8th Cir. 2003), cert. denied, 541 U.S. 1041 (2004) 

ThiscaseisinstructiveinitsanalysisofstateDOTDBE‐typeprogramsandtheirevidentiarybasisandimplementation.ThiscasealsoisinstructiveinitsanalysisofthenarrowlytailoredrequirementforstateDBEprograms.InupholdingthechallengedFederalDBEProgramatissueinthiscasetheEighthCircuitemphasizedtherace‐,ethnicity‐andgender‐neutralelements,theultimateflexibilityoftheProgram,andthefacttheProgramwastiedcloselyonlytolabormarketswithidentifieddiscrimination.

InSherbrookeTurf,Inc.v.MinnesotaDOT,andGrossSeedCompanyv.NebraskaDepartmentofRoads,theU.S.CourtofAppealsfortheEighthCircuitupheldtheconstitutionalityoftheFederalDBEProgram(49CFRPart26).ThecourtheldtheFederalProgramwasnarrowlytailoredtoremedyacompellinggovernmentalinterest.Thecourtalsoheldthefederalregulationsgoverningthestates’implementationoftheFederalDBEProgramwerenarrowlytailored,andthestateDOT’simplementationoftheFederalDBEProgramwasnarrowlytailoredtoserveacompellinggovernmentinterest.

SherbrookeandGrossSeedbothcontendedthattheFederalDBEProgramonitsfaceandasappliedinMinnesotaandNebraskaviolatedtheEqualProtectioncomponentoftheFifthAmendment’sDueProcessClause.TheEighthCircuitengagedinareviewoftheFederalDBEProgramandtheimplementationoftheProgrambytheMinnesotaDOTandtheNebraskaDepartmentofRoads(“NebraskaDOR”)underastrictscrutinyanalysisandheldthattheFederalDBEProgramwasvalidandconstitutionalandthattheMinnesotaDOT’sandNebraskaDOR’simplementationoftheProgramalsowasconstitutionalandvalid.Applyingthestrictscrutinyanalysis,thecourtfirstconsideredwhethertheFederalDBEProgramestablishedacompellinggovernmentalinterest,andfoundthatitdid.ItconcludedthatCongresshadastrongbasisinevidencetosupportitsconclusionthatrace‐basedmeasureswerenecessaryforthereasonsstatedbytheTenthCircuitinAdarand,228F.3dat1167‐76.Althoughthecontractorspresentedevidencethatchallengedthedata,theyfailedtopresentaffirmativeevidencethatnoremedialactionwasnecessarybecauseminority‐ownedsmallbusinessesenjoynon‐discriminatoryaccesstoparticipationinhighwaycontracts.Thus,thecourtheldtheyfailedtomeettheirultimateburdentoprovethattheDBEProgramisunconstitutionalonthisground.

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Finally,SherbrookeandGrossSeedarguedthattheMinnesotaDOTandNebraskaDORmustindependentlysatisfythecompellinggovernmentalinteresttestaspectofstrictscrutinyreview.Thegovernmentargued,andthedistrictcourtsbelowagreed,thatparticipatingstatesneednotindependentlymeetthestrictscrutinystandardbecauseundertheDBEProgramthestatemuststillcomplywiththeDOTregulations.TheEighthCircuitheldthatthisissuewasnotaddressedbytheTenthCircuitinAdarand.TheEighthCircuitconcludedthatneitherside’spositionisentirelysound.

ThecourtrejectedthecontentionofthecontractorsthattheirfacialchallengestotheDBEProgrammustbeupheldunlesstherecordbeforeCongressincludedstrongevidenceofracediscriminationinconstructioncontractinginMinnesotaandNebraska.Ontheotherhand,thecourtheldavalidrace‐basedprogrammustbenarrowlytailored,andtobenarrowlytailored,anationalprogrammustbelimitedtothosepartsofthecountrywhereitsrace‐basedmeasuresaredemonstrablyneededtotheextentthatthefederalgovernmentdelegatesthistailoringfunction,asastate’simplementationbecomesrelevanttoareviewingcourt’sstrictscrutiny.Thus,thecourtleftthequestionofstateimplementationtothenarrowtailoringanalysis.

Thecourtheldthatareviewingcourtapplyingstrictscrutinymustdetermineiftherace‐basedmeasureisnarrowlytailored.Thatis,whetherthemeanschosentoaccomplishthegovernment’sassertedpurposearespecificallyandnarrowlyframedtoaccomplishthatpurpose.ThecontractorshavetheultimateburdenofestablishingthattheDBEProgramisnotnarrowlytailored.Id.ThecompellinginterestanalysisfocusedontherecordbeforeCongress;thenarrow‐tailoringanalysislooksattherolesoftheimplementinghighwayconstructionagencies.

Fordeterminingwhetherarace‐consciousremedyisnarrowlytailored,thecourtlookedatfactorssuchastheefficacyofalternativeremedies,theflexibilityanddurationoftherace‐consciousremedy,therelationshipofthenumericalgoalstotherelevantlabormarket,andtheimpactoftheremedyonthirdparties.Id.UndertheDBEProgram,astatereceivingfederalhighwayfundsmust,onanannualbasis,submittoUSDOTanoverallgoalforDBEparticipationinitsfederally‐fundedhighwaycontracts.See,49CFR§26.45(f)(1).Theoverallgoal“mustbebasedondemonstrableevidence”astothenumberofDBEswhoareready,willing,andabletoparticipateascontractorsorsubcontractorsonfederally‐assistedcontracts.49CFR§26.45(b).Thenumbermaybeadjustedupwardtoreflectthestate’sdeterminationthatmoreDBEswouldbeparticipatingabsenttheeffectsofdiscrimination,includingrace‐relatedbarrierstoentry.See,49CFR§26.45(d).

Thestatemustmeetthe“maximumfeasibleportion”ofitsoverallgoalbyrace‐neutralmeansandmustsubmitforapprovalaprojectionoftheportionitexpectstomeetthroughrace‐neutralmeans.See,49CFR§26.45(a),(c).Ifrace‐neutralmeansareprojectedtofallshortofachievingtheoverallgoal,thestatemustgivepreferencetofirmsithascertifiedasDBEs.However,suchpreferencesmaynotincludequotas.49CFR§26.45(b).Duringthecourseoftheyear,ifastatedeterminesthatitwillexceedorfallshortofitsoverallgoal,itmustadjustitsuseofrace‐consciousandrace‐neutralmethods“[t]oensurethatyourDBEprogramcontinuestobenarrowlytailoredtoovercometheeffectsofdiscrimination.”49CFR§26.51(f).

Absentbadfaithadministrationoftheprogram,astate’sfailuretoachieveitsoverallgoalwillnotbepenalized.See,49CFR§26.47.Ifthestatemeetsitsoverallgoalfortwoconsecutiveyearsthroughrace‐neutralmeans,itisnotrequiredtosetanannualgoaluntilitdoesnotmeetitsprioroverallgoalforayear.See,49CFR§26.51(f)(3).Inaddition,DOTmaygrantanexemptionorwaiverfromanyandallrequirementsoftheProgram.See,49CFR§26.15(b).

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Likethedistrictcourtsbelow,theEighthCircuitconcludedthattheUSDOTregulations,ontheirface,satisfytheSupremeCourt’snarrowingtailoringrequirements.First,theregulationsplacestrongemphasisontheuseofrace‐neutralmeanstoincreaseminoritybusinessparticipationingovernmentcontracting.345F.3dat972.Narrowtailoringdoesnotrequireexhaustionofeveryconceivablerace‐neutralalternative,butitdoesrequireseriousgoodfaithconsiderationofworkablerace‐neutralalternatives.345F.3dat971,citingGrutterv.Bollinger,539U.S.306.

Second,therevisedDBEprogramhassubstantialflexibility.Astatemayobtainwaiversorexemptionsfromanyrequirementsandisnotpenalizedforagoodfaithefforttomeetitsoverallgoal.Inaddition,theprogramlimitspreferencestosmallbusinessesfallingbeneathanearningsthreshold,andanyindividualwhosenetworthexceeds$750,000.00cannotqualifyaseconomicallydisadvantaged.See,49CFR§26.67(b).Likewise,theDBEprogramcontainsbuilt‐indurationallimits.345F.3dat972.AstatemayterminateitsDBEprogramifitmeetsorexceedsitsannualoverallgoalthroughrace‐neutralmeansfortwoconsecutiveyears.Id.;49CFR§26.51(f)(3).

Third,thecourtfound,theUSDOThastiedthegoalsforDBEparticipationtotherelevantlabormarkets.Theregulationsrequirestatestosetoverallgoalsbaseduponthelikelynumberofminoritycontractorsthatwouldhavereceivedfederalassistedhighwaycontractsbutfortheeffectsofpastdiscrimination.See,49CFR§26.45(c)‐(d)(Steps1and2).Thoughtheunderlyingestimatesmaybeinexact,theexerciserequiresstatestofocusonestablishingrealisticgoalsforDBEparticipationintherelevantcontactingmarkets.Id.at972.

Finally,CongressandDOThavetakensignificantsteps,thecourtheld,tominimizetherace‐basednatureoftheDBEProgram.Itsbenefitsaredirectedatallsmallbusinessesownedandcontrolledbythesociallyandeconomicallydisadvantaged.WhileTEA‐21createsapresumptionthatmembersofcertainracialminoritiesfallwithinthatclass,thepresumptionisrebuttable,wealthyminorityownersandwealthyminority‐ownedfirmsareexcluded,andcertificationisavailabletopersonswhoarenotpresumptivelydisadvantagedthatdemonstrateactualsocialandeconomicdisadvantage.Thus,raceismaderelevantintheProgram,butitisnotadeterminativefactor.345F.3dat973.Forthesereasons,thecourtagreedwiththedistrictcourtsthattherevisedDBEProgramisnarrowlytailoredonitsface.

SherbrookeandGrossSeedalsoarguedthattheDBEProgramasappliedinMinnesotaandNebraskaisnotnarrowlytailored.UndertheFederalProgram,statessettheirowngoals,basedonlocalmarketconditions;theirgoalsarenotimposedbythefederalgovernment;nordorecipientshavetotiethemtoanyuniformnationalpercentage.345F.3dat973,citing64Fed.Reg.at5102.

ThecourtanalyzedwhatMinnesotaandNebraskadidinconnectionwiththeirimplementationoftheFederalDBEProgram.MinnesotaDOTcommissionedadisparitystudyofthehighwaycontractingmarketinMinnesota.ThestudygroupdeterminedthatDBEsmadeup11.4percentoftheprimecontractorsandsubcontractorsinahighwayconstructionmarket.Ofthisnumber,0.6percentwereminority‐ownedand10.8percentwomen‐owned.Baseduponitsanalysisofbusinessformationstatistics,theconsultantestimatedthatthenumberofparticipatingminority‐ownedbusinesswouldbe34percenthigherinarace‐neutralmarket.Therefore,theconsultantadjusteditsDBEavailabilityfigurefrom11.4percentto11.6percent.Basedonthestudy,MinnesotaDOTadoptedanoverallgoalof11.6percentDBEparticipationforfederally‐assistedhighwayprojects.MinnesotaDOTpredictedthatitwouldneedtomeet9percentofthatoverallgoalthroughraceandgender‐consciousmeans,basedonthefactthatDBEparticipationinStatehighwaycontractsdroppedfrom10.25percentin1998to2.25percentin1999whenits

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previousDBEProgramwassuspendedbytheinjunctionbythedistrictcourtinanearlierdecisioninSherbrooke.MinnesotaDOTrequiredeachprimecontractbiddertomakeagoodfaithefforttosubcontractaprescribedportionoftheprojecttoDBEs,anddeterminedthatportionbasedonseveralindividualizedfactors,includingtheavailabilityofDBEsintheextentofsubcontractingopportunitiesontheproject.

Thecontractorpresentedevidenceattackingthereliabilityofthedatainthestudy,butitfailedtoestablishthatbetterdatawereavailableorthatMinnesotaDOTwasotherwiseunreasonableinundertakingthisthoroughanalysisandrelyingonitsresults.Id.TheprecipitousdropinDBEparticipationwhennorace‐consciousmethodswereemployed,thecourtconcluded,supportsMinnesotaDOT’sconclusionthatasubstantialportionofitsoverallgoalcouldnotbemetwithrace‐neutralmeasures.Id.Onthatrecord,thecourtagreedwiththedistrictcourtthattherevisedDBEProgramservesacompellinggovernmentinterestandisnarrowlytailoredonitsfaceandasappliedinMinnesota.

InNebraska,theNebraskaDORcommissionedadisparitystudyalsotoreviewavailabilityandcapabilityofDBEfirmsintheNebraskahighwayconstructionmarket.Theavailabilitystudyfoundthatbetween1995and1999,whenNebraskafollowedthemandatory10percentset‐asiderequirement,9.95percentofallavailableandcapablefirmswereDBEs,andDBEfirmsreceived12.7percentofthecontractdollarsonfederallyassistedprojects.AfterapportioningpartofthisDBEcontractingtorace‐neutralcontractingdecisions,NebraskaDORsetanoverallgoalof9.95percentDBEparticipationandpredictedthat4.82percentofthisoverallgoalwouldhavetobeachievedbyrace‐and‐genderconsciousmeans.TheNebraskaDORrequiredthatprimecontractorsmakeagoodfaithefforttoallocateasetportionofeachcontract’sfundstoDBEsubcontractors.TheEighthCircuitconcludedthatGrossSeed,likeSherbrooke,failedtoprovethattheDBEProgramisnotnarrowlytailoredasappliedinNebraska.Therefore,thecourtaffirmedthedistrictcourts’decisionsinGrossSeedandSherbrooke.(Seedistrictcourtopinionsdiscussedinfra.).

9. Adarand Constructors, Inc. v. Slater, 228 F.3d 1147 (10th Cir. 2000) cert. granted then dismissed as improvidently granted sub nom. Adarand Constructors, Inc. v. Mineta, 532 U.S. 941, 534 U.S. 103 (2001) 

ThisistheAdaranddecisionbytheUnitedStatesCourtofAppealsfortheTenthCircuit,whichwasonremandfromtheearlierSupremeCourtdecisionapplyingthestrictscrutinyanalysistoanyconstitutionalchallengetotheFederalDBEProgram.SeeAdarandConstructors,Inc.v.Pena,515U.S.200(1995).ThedecisionoftheTenthCircuitinthiscasewasconsideredbytheUnitedStatesSupremeCourt,afterthatcourtgrantedcertioraritoconsidercertainissuesraisedonappeal.TheSupremeCourtsubsequentlydismissedthewritofcertiorari“asimprovidentlygranted”withoutreachingthemeritsofthecase.ThecourtdidnotdecidetheconstitutionalityoftheFederalDBEProgramasitappliestostateDOTsorlocalgovernments.

TheSupremeCourtheldthattheTenthCircuithadnotconsideredtheissuebeforetheSupremeCourtoncertiorari,namelywhetherarace‐basedprogramapplicabletodirectfederalcontractingisconstitutional.ThisissueisdistinguishedfromtheissueoftheconstitutionalityoftheUSDOTDBEProgramasitpertainstoprocurementoffederalfundsforhighwayprojectsletbystates,andtheimplementationoftheFederalDBEProgrambystateDOTs.Therefore,theSupremeCourthelditwouldnotreachthemeritsofachallengetofederallawsrelatingtodirectfederalprocurement.

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TurningtotheTenthCircuitdecisioninAdarandConstructors,Inc.v.Slater,228F.3d1147(10thCir.2000),theTenthCircuitupheldingeneralthefacialconstitutionalityoftheFederalDBEProgram.Thecourtfoundthatthefederalgovernmenthadacompellinginterestinnotperpetuatingtheeffectsofracialdiscriminationinitsowndistributionoffederalfundsandinremediatingtheeffectsofpastdiscriminationingovernmentcontracting,andthattheevidencesupportedtheexistenceofpastandpresentdiscriminationsufficienttojustifytheFederalDBEProgram.ThecourtalsoheldthattheFederalDBEProgramis“narrowlytailored,”andthereforeupheldtheconstitutionalityoftheFederalDBEProgram.

FollowingtheSupremeCourt’svacationoftheTenthCircuit’sdismissalonmootnessgrounds,thecourtaddressedthemeritsofthisappeal,namely,thefederalgovernment’schallengetothedistrictcourt’sgrantofsummaryjudgmenttoplaintiff‐appelleeAdarandConstructors,Inc.Insodoing,thecourtresolvedtheconstitutionalityoftheuseinfederalsubcontractingprocurementoftheSubcontractorCompensationClause(“SCC”),whichemploysrace‐consciouspresumptionsdesignedtofavorminorityenterprisesandother“disadvantagedbusinessenterprises”(“DBEs”).Thecourt’sevaluationoftheSCCprogramutilizesthe“strictscrutiny”standardofconstitutionalreviewenunciatedbytheSupremeCourtinanearlierdecisioninthiscase.Idat1155.

ThecourtaddressedtheconstitutionalityoftherelevantstatutoryprovisionsasappliedintheSCCprogram,aswellastheirfacialconstitutionality.Id.at1160.ItwasthejudgmentofthecourtthattheSCCprogramandtheDBEcertificationprogramsascurrentlystructured,thoughnotastheywerestructuredin1997whenthedistrictcourtlastrenderedjudgment,passedconstitutionalmuster:Thecourtheldtheywerenarrowlytailoredtoserveacompellinggovernmentalinterest.Id.

“CompellingInterest”inrace–consciousmeasuresdefined.Thecourtstatedthattheremaybeacompellinginterestthatsupportstheenactmentofrace‐consciousmeasures.JusticeO’Connorexplicitlystates:“Theunhappypersistenceofboththepracticeandthelingeringeffectsofracialdiscriminationagainstminoritygroupsinthiscountryisanunfortunatereality,andgovernmentisnotdisqualifiedfromactinginresponsetoit.”AdarandIII,515U.S.at237;seealsoShawv.Hunt,517U.S.899,909,(1996)(statingthat“remedyingtheeffectsofpastorpresentracialdiscriminationmayinthepropercasejustifyagovernment’suseofracialdistinctions”(citingCroson,488U.S.at498–506)).InterpretingCroson,thecourtrecognizedthat“theFourteenthAmendmentpermitsrace‐consciousprogramsthatseekbothtoeradicatediscriminationbythegovernmentalentityitselfandtopreventthepublicentityfromactingasa‘“passiveparticipant”inasystemofracialexclusionpracticedbyelementsofthelocalconstructionindustry’byallowingtaxdollars‘tofinancetheevilofprivateprejudice.’“ConcreteWorksofColo.,Inc.v.City&CountyofDenver,36F.3d1513,1519(10thCir.1994)(quotingCroson,488U.S.at492,109S.Ct.706).Id.at1164.

ThegovernmentidentifiedthecompellinginterestatstakeintheuseofracialpresumptionsintheSCCprogramas“remedyingtheeffectsofracialdiscriminationandopeningupfederalcontractingopportunitiestomembersofpreviouslyexcludedminoritygroups.”Id.

Evidencerequiredtoshowcompellinginterest.Whilethegovernment’sarticulatedinterestwascompellingasatheoreticalmatter,thecourtdeterminedwhethertheactualevidenceprofferedbythegovernmentsupportedtheexistenceofpastandpresentdiscriminationinthepublicly‐fundedhighwayconstructionsubcontractingmarket.Id.at1166.

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The“benchmarkforjudgingtheadequacyofthegovernment’sfactualpredicateforaffirmativeactionlegislation[i]swhetherthereexistsa‘strongbasisinevidencefor[thegovernment’s]conclusionthatremedialactionwasnecessary.’“ConcreteWorks,36F.3dat1521(quotingCroson,488U.S.at500,(quoting(plurality)))(emphasisinConcreteWorks).Bothstatisticalandanecdotalevidenceareappropriateinthestrictscrutinycalculus,althoughanecdotalevidencebyitselfisnot.Id.at1166,citingConcreteWorks,36F.3dat1520–21.

Afterthegovernment’sinitialshowing,theburdenshiftedtoAdarandtorebutthatshowing:“Notwithstandingtheburdenofinitialproductionthatrests”withthegovernment,“[t]heultimateburden[ofproof]remainswith[thechallengingparty]todemonstratetheunconstitutionalityofanaffirmative‐actionprogram.”Id.(quotingWygant,476U.S.at277–78,(plurality)).“[T]henonminority[challengers]...continuetobeartheultimateburdenofpersuadingthecourtthat[thegovernmententity’s]evidencedidnotsupportaninferenceofpriordiscriminationandthusaremedialpurpose.”Id.at1166,quoting,ConcreteWorks,at1522–23.

Inaddressingthequestionofwhatevidenceofdiscriminationsupportsacompellinginterestinprovidingaremedy,thecourtconsideredbothdirectandcircumstantialevidence,includingpost‐enactmentevidenceintroducedbydefendantsaswellastheevidenceinthelegislativehistoryitself.Id.at1166,citing,ConcreteWorks,36F.3dat1521,1529n.23(consideringpost‐enactmentevidence).Thecourtstateditmayconsiderpublicandprivatediscriminationnotonlyinthespecificareaofgovernmentprocurementcontractsbutalsointheconstructionindustrygenerally;thus,anyfindingsCongresshasmadeastotheentireconstructionindustryarerelevant.Idat1166‐67citing,ConcreteWorks,at1523,1529,andCroson,488U.S.at492(Op.ofO’Connor,J.).

Evidenceinthepresentcase.Therecanbenodoubt,thecourtfound,thatCongressrepeatedlyhasconsideredtheissueofdiscriminationingovernmentconstructionprocurementcontracts,findingthatracialdiscriminationanditscontinuingeffectshavedistortedthemarketforpubliccontracts—especiallyconstructioncontracts—necessitatingarace‐consciousremedy.Id.at1167,citing,Appendix—TheCompellingInterestforAffirmativeActioninFederalProcurement,61Fed.Reg.26,050,26,051–52&nn.12–21(1996)(“TheCompellingInterest“)(citingapproximatelythirtycongressionalhearingssince1980concerningminority‐ownedbusinesses).But,thecourtsaid,thequestionisnotmerelywhetherthegovernmenthasconsideredevidence,butratherthenatureandextentoftheevidenceithasconsidered.Id.

InConcreteWorks,thecourtnotedthat:

NeitherCrosonnoritsprogenyclearlystatewhetherprivatediscriminationthatis innowayfundedwithpublic taxdollarscan,by itself,providetherequisitestrongbasis inevidencenecessarytojustifyamunicipality’saffirmativeactionprogram.ApluralityinCrosonsimplysuggestedthatremedialmeasurescouldbejustifieduponamunicipality’sshowingthat“ithadessentiallybecomea‘passiveparticipant’ in a system of racial exclusion practiced by elements of the localconstructionindustry.”Croson,488U.S.at492,109S.Ct.706.AlthoughwedonotreadCrosonasrequiringthemunicipalitytoidentifyanexactlinkagebetweenitsaward of public contracts and private discrimination, such evidencewould atleast enhance the municipality’s factual predicate for a race‐ and gender‐consciousprogram.

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Id.at1167,quoting,ConcreteWorks,36F.3dat1529.UnlikeConcreteWorks,theevidencepresentedbythegovernmentinthepresentcasedemonstratedtheexistenceoftwokindsofdiscriminatorybarrierstominoritysubcontractingenterprises,bothofwhichshowastronglinkbetweenracialdisparitiesinthefederalgovernment’sdisbursementsofpublicfundsforconstructioncontractsandthechannelingofthosefundsduetoprivatediscrimination.Id.at1168.Thefirstdiscriminatorybarriersaretotheformationofqualifiedminoritysubcontractingenterprisesduetoprivatediscrimination,precludingfromtheoutsetcompetitionforpublicconstructioncontractsbyminorityenterprises.Theseconddiscriminatorybarriersaretofaircompetitionbetweenminorityandnon‐minoritysubcontractingenterprises,againduetoprivatediscrimination,precludingexistingminorityfirmsfromeffectivelycompetingforpublicconstructioncontracts.Thegovernmentalsopresentedfurtherevidenceintheformoflocaldisparitystudiesofminoritysubcontractingandstudiesoflocalsubcontractingmarketsaftertheremovalofaffirmativeactionprograms.Id.at1168.

a.Barrierstominoritybusinessformationinconstructionsubcontracting.Astothefirstkindofbarrier,thegovernment’sevidenceconsistedofnumerouscongressionalinvestigationsandhearingsaswellasoutsidestudiesofstatisticalandanecdotalevidence—citedanddiscussedinTheCompellingInterest,61Fed.Reg.26,054–58—anddemonstratedthatdiscriminationbyprimecontractors,unions,andlendershaswoefullyimpededtheformationofqualifiedminoritybusinessenterprisesinthesubcontractingmarketnationwide.Id.at1168.Theevidencedemonstratedthatprimecontractorsintheconstructionindustryoftenrefusetoemployminoritysubcontractorsdueto“oldboy”networks—basedonafamilialhistoryofparticipationinthesubcontractingmarket—fromwhichminorityfirmshavetraditionallybeenexcluded.Id.

Also,thecourtfound,subcontractors’unionsplacedbeforeminorityfirmsaplethoraofbarrierstomembership,therebyeffectivelyblockingthemfromparticipationinasubcontractingmarketinwhichunionmembershipisanimportantconditionforsuccess.Id.at1169.Thecourtstatedthatthegovernment’sevidencewasparticularlystrikingintheareaoftherace‐baseddenialofaccesstocapital,withoutwhichtheformationofminoritysubcontractingenterprisesisstymied.Id.at1169.

b.Barrierstocompetitionbyexistingminorityenterprises.Withregardtobarriersfacedbyexistingminorityenterprises,thegovernmentpresentedevidencetendingtoshowthatdiscriminationbyprimecontractors,privatesectorcustomers,businessnetworks,suppliers,andbondingcompaniesfostersadecidedlyunevenplayingfieldforminoritysubcontractingenterprisesseekingtocompeteintheareaoffederalconstructionsubcontracts.Id.at1170.ThecourtsaiditwasclearthatCongressdevotedconsiderableenergytoinvestigatingandconsideringthissystematicexclusionofexistingminorityenterprisesfromopportunitiestobidonconstructionprojectsresultingfromtheinsularityandsometimesoutrightracismofnon‐minorityfirmsintheconstructionindustry.Id.at1171.

Thegovernment’sevidence,thecourtfound,stronglysupportedthethesisthatinformal,raciallyexclusionarybusinessnetworksdominatethesubcontractingconstructionindustry,shuttingoutcompetitionfromminorityfirms.Id.Minoritysubcontractingenterprisesintheconstructionindustry,thecourtpointedout,foundthemselvesunabletocompetewithnon‐minorityfirmsonanequalplayingfieldduetoracialdiscriminationbybondingcompanies,withoutwhomthoseminorityenterprisescannotobtainsubcontractingopportunities.Thegovernmentpresentedevidencethatbondingisanessentialrequirementofparticipationinfederalsubcontractingprocurement.Id.Finally,thegovernmentpresentedevidenceofdiscriminationbysuppliers,theresultofwhichwasthatnonminoritysubcontractorsreceived

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specialpricesanddiscountsfromsuppliersnotavailabletominoritysubcontractors,drivingup“anticipatedcosts,andthereforethebid,forminority‐ownedbusinesses.”Id.at1172.

ContrarytoAdarand’scontentions,onthebasisoftheforegoingsurveyofevidenceregardingminoritybusinessformationandcompetitioninthesubcontractingindustry,thecourtfoundthegovernment’sevidenceastothekindsofobstaclesminoritysubcontractingbusinessesfaceconstitutedastrongbasisfortheconclusionthatthoseobstaclesarenot“thesameproblemsfacedbyanynewbusiness,regardlessoftheraceoftheowners.”Id.at1172.

c.Localdisparitystudies.ThecourtnotedthatfollowingtheSupremeCourt’sdecisioninCroson,numerousstateandlocalgovernmentsundertookstatisticalstudiestoassessthedisparity,ifany,betweenavailabilityandutilizationofminority‐ownedbusinessesingovernmentcontracting.Id.at1172.Thegovernment’sreviewofthosestudiesrevealedthatalthoughsuchdisparitywasleastglaringinthecategoryofconstructionsubcontracting,eveninthatarea“minorityfirmsstillreceiveonly87centsforeverydollartheywouldbeexpectedtoreceive”basedontheiravailability.TheCompellingInterest,61Fed.Reg.at26,062.Id.Inthatregard,theCrosonmajoritystatedthat“[w]herethereisasignificantstatisticaldisparitybetweenthenumberofqualifiedminoritycontractorswillingandabletoperformaparticularserviceandthenumberofsuchcontractorsactuallyengagedbythe[government]orthe[government’s]primecontractors,aninferenceofdiscriminatoryexclusioncouldarise.”Id.quoting,488U.S.at509(Op.ofO’Connor,J.)(citationsomitted).

Thecourtsaidthatitwasmindfulthat“wherespecialqualificationsarenecessary,therelevantstatisticalpoolforpurposesofdemonstratingdiscriminatoryexclusionmustbethenumberofminoritiesqualifiedtoundertaketheparticulartask.”Id.at1172,quoting,Crosonat501–02.Butthecourtfoundthathere,itwasunawareofsuch“specialqualifications”asidefromthegeneralqualificationsnecessarytooperateaconstructionsubcontractingbusiness.Id.Ataminimum,thedisparityindicatedthattherehadbeenunder‐utilizationoftheexistingpoolofminoritysubcontractors;andthereisnoevidenceeitherintherecordonappealorinthelegislativehistorybeforethecourtthatthoseminoritysubcontractorswhohavebeenutilizedhaveperformedinadequatelyorotherwisedemonstratedalackofnecessaryqualifications.Id.at1173.

ThecourtfoundthedisparitybetweenminorityDBEavailabilityandmarketutilizationinthesubcontractingindustryraisedaninferencethatthevariousdiscriminatoryfactorsthegovernmentciteshavecreatedthatdisparity.Id.at1173.InConcreteWorks,thecourtstatedthat“[w]eagreewiththeothercircuitswhichhaveinterpretedCrosonimpliedlytopermitamunicipalitytorely...ongeneraldatareflectingthenumberofMBEsandWBEsinthemarketplacetodefeatthechallenger’ssummaryjudgmentmotion,”andthecourtheresaiditdidnotseeanydifferentstandardinthecaseofananalogoussuitagainstthefederalgovernment.Id.at1173,citing,ConcreteWorks,36F.3dat1528.Althoughthegovernment’saggregatefigureofa13%disparitybetweenminorityenterpriseavailabilityandutilizationwasnotoverwhelmingevidence,thecourtstateditwassignificant.Id.

Itwasmademoresignificantbytheevidenceshowingthatdiscriminatoryfactorsdiscouragebothenterpriseformationofminoritybusinessesandutilizationofexistingminorityenterprisesinpubliccontracting.Id.at1173.Thecourtsaidthatitwouldbe“sheerspeculation”toevenattempttoattachaparticularfiguretothehypotheticalnumberofminorityenterprisesthatwouldexistwithoutdiscriminatorybarrierstominorityDBEformation.Id.at1173,quoting,Croson,488U.S.at499.However,theexistenceofevidenceindicatingthatthenumberofminorityDBEswouldbesignificantly(butunquantifiably)higherbutforsuchbarriers,thecourt

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foundwasneverthelessrelevanttotheassessmentofwhetheradisparitywassufficientlysignificanttogiverisetoaninferenceofdiscriminatoryexclusion.Id.at1174.

d.Resultsofremovingaffirmativeactionprograms.Thecourttooknoticeofanadditionalsourceofevidenceofthelinkbetweencompellinginterestandremedy.Therewasampleevidencethatwhenrace‐consciouspubliccontractingprogramsarestruckdownordiscontinued,minoritybusinessparticipationintherelevantmarketdropssharplyorevendisappears.Id.at1174.Althoughthatevidencestandingalonethecourtfoundwasnotdispositive,itstronglysupportedthegovernment’sclaimthattherearesignificantbarrierstominoritycompetitioninthepublicsubcontractingmarket,raisingthespecterofracialdiscrimination.Id.“Wherethereisasignificantstatisticaldisparitybetweenthenumberofqualifiedminoritycontractorswillingandabletoperformaparticularserviceandthenumberofsuchcontractorsactuallyengagedbythelocalityorthelocality’sprimecontractors,aninferenceofdiscriminatoryexclusioncouldarise.”Id.at1174,quoting,Croson,488U.S.at509(Op.ofO’Connor,J.)(citationsomitted).

Insum,onthebasisoftheforegoingbodyofevidence,thecourtconcludedthatthegovernmenthadmetitsinitialburdenofpresentinga“strongbasisinevidence”sufficienttosupportitsarticulated,constitutionallyvalid,compellinginterest.Id.at1175,citing,Croson,488U.S.at500(quotingWygant,476U.S.at277).

Adarand’srebuttalfailedtomeettheirburden.Adarand,thecourtfoundutterlyfailedtomeettheir“ultimateburden”ofintroducingcredible,particularizedevidencetorebutthegovernment’sinitialshowingoftheexistenceofacompellinginterestinremedyingthenationwideeffectsofpastandpresentdiscriminationinthefederalconstructionprocurementsubcontractingmarket.Id.at1175.ThecourtrejectedAdarand’scharacterizationofvariouscongressionalreportsandfindingsasconclusoryanditshighlygeneralcriticismofthemethodologyofnumerous“disparitystudies”citedbythegovernmentanditsamicicuriaeassupplementalevidenceofdiscrimination.Id.Theevidencecitedbythegovernmentanditsamicicuriaeandexaminedbythecourtonlyreinforcedtheconclusionthat“racialdiscriminationanditseffectscontinuetoimpairtheabilityofminority‐ownedbusinessestocompeteinthenation’scontractingmarkets.”Id.

Thegovernment’sevidencepermittedafindingthatasamatteroflawCongresshadtherequisitestrongbasisinevidencetotakeactiontoremedyracialdiscriminationanditslingeringeffectsintheconstructionindustry.Id.at1175.Thisevidencedemonstratedthatboththerace‐basedbarrierstoentryandtheongoingrace‐basedimpedimentstosuccessfacedbyminoritysubcontractingenterprises—bothdiscussedabove—werecausedeitherbycontinuingdiscriminationorthelingeringeffectsofpastdiscriminationontherelevantmarket.Id.at1176.Congresswasnotlimitedtosimplyproscribingfederaldiscriminationagainstminoritycontractors,asithadalreadydone.ThecourtheldthattheConstitutiondoesnotobligateCongresstostandidlybyandcontinuetopourmoneyintoanindustrysoshapedbytheeffectsofdiscriminationthattheprofitstobederivedfromcongressionalappropriationsaccrueexclusivelytothebeneficiaries,howeverpersonallyinnocent,oftheeffectsofracialprejudice.Id.at1176.

ThecourtalsorejectedAdarand’scontentionthatCongressmustmakespecificfindingsregardingdiscriminationagainsteverysinglesub‐categoryofindividualswithinthebroadracialandethniccategoriesdesignatedbystatuteandaddressedbytherelevantlegislativefindings.Id.at1176.IfCongresshadvalidevidence,forexamplethatAsian–AmericanindividualsaresubjecttodiscriminationbecauseoftheirstatusasAsian–Americans,thecourtnoteditmakes

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nosensetorequiresub‐findingsthatsubcategoriesofthatclassexperienceparticularizeddiscriminationbecauseoftheirstatusas,forexample,AmericansfromBhutan.Id.“Race”thecourtsaidisoftenaclassificationofdubiousvalidity—scientifically,legally,andmorally.Thecourtdidnotimpartexcesslegitimacytoracialclassificationsbytakingnoticeoftheharshfactthatracialdiscriminationcommonlyoccursalongthelinesofthebroadcategoriesidentified:“BlackAmericans,HispanicAmericans,NativeAmericans,AsianPacificAmericans,andotherminorities.”Id.at1176,note18,citing,15U.S.C.§637(d)(3)(C).

Thecourtstatedthatitwasnotsuggestingthattheevidencecitedbythegovernmentwasunrebuttable.Id.at1176.Rather,thecourtindicateditwaspointingoutthatunderprecedentitisforAdarandtorebutthatevidence,andithasnotdonesototheextentrequiredtoraiseagenuineissueofmaterialfactastowhetherthegovernmenthasmetitsevidentiaryburden.Id.Thecourtreiteratedthat“[t]heultimateburden[ofproof]remainswith[thechallengingparty]todemonstratetheunconstitutionalityofanaffirmative‐actionprogram.”Id.at1522(quotingWygant,476U.S.at277–78,106S.Ct.1842(plurality)).“[T]henonminority[challengers]...continuetobeartheultimateburdenofpersuadingthecourtthat[thegovernmententity’s]evidencedidnotsupportaninferenceofpriordiscriminationandthusaremedialpurpose.”Id.(quotingWygant,476U.S.at293,106S.Ct.1842(O’Connor,J.,concurring)).BecauseAdarandhadfailedutterlytomeetitsburden,thecourtheldthegovernment’sinitialshowingstands.Id.

Insum,guidedbyConcreteWorks,thecourtconcludedthattheevidencecitedbythegovernmentanditsamici,particularlythatcontainedinTheCompellingInterest,61Fed.Reg.26,050,morethansatisfiedthegovernment’sburdenofproductionregardingthecompellinginterestforarace‐consciousremedy.Id.at1176.Congresshadacompellinginterestineradicatingtheeconomicrootsofracialdiscriminationinhighwaytransportationprogramsfundedbyfederalmonies.Id.Thecourtthereforeaffirmedthedistrictcourt’sfindingofacompellinginterest.Id.

NarrowTailoring.ThecourtstateditwasguidedinitsinquirybytheSupremeCourtcasesthathaveappliedthenarrow‐tailoringanalysistogovernmentaffirmativeactionprograms.Id.at1177.Inapplyingstrictscrutinytoacourt‐orderedprogramremedyingthefailuretopromoteblackpoliceofficers,apluralityoftheCourtstatedthat

[i]ndeterminingwhetherrace‐consciousremediesareappropriate,we looktoseveralfactors,includingthenecessityforthereliefandtheefficacyofalternativeremedies; the flexibility anddurationof the relief, including theavailabilityofwaiverprovisions;therelationshipofthenumericalgoalstotherelevantlabormarket;andtheimpactofthereliefontherightsofthirdparties.

Id.at1177,quoting,Paradise,480U.S.at171(1986)(pluralityop.ofBrennan,J.)(citationsomitted).

Regardingflexibility,“theavailabilityofwaiver”isofparticularimportance.Id.Asfornumericalproportionality,Crosonadmonishedthecourtstobewareofthecompletelyunrealisticassumptionthatminoritieswillchooseaparticulartradeinlockstepproportiontotheirrepresentationinthelocalpopulation.”Id.,quoting,Croson,488U.S.at507(quotingSheetMetalWorkers’,478U.S.at494(O’Connor,J.,concurringinpartanddissentinginpart)).Inthatcontext,a“rigidnumericalquota,”thecourtnotedparticularlydisservesthecauseofnarrowtailoring.Id.at1177,citing,Croson,508,Asforburdensimposedonthirdparties,thecourtpointedtoapluralityoftheCourtinWygantthatstated:

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AspartofthisNation’sdedicationtoeradicatingracialdiscrimination,innocentpersonsmaybecalledupontobearsomeoftheburdenoftheremedy.“Wheneffectuatinga limitedandproperlytailoredremedytocuretheeffectsofpriordiscrimination, such a ‘sharing of the burden’ by innocent parties is notimpermissible.”476U.S.at280–81(Op.ofPowell,J.)(quotingFullilove,448U.S.at484(plurality))(furtherquotationsandfootnoteomitted).Weareguidedbythatbenchmark.

Id.at1177.

JusticeO’Connor’smajorityopinioninCrosonaddedafurtherfactortothecourt’sanalysis:under–orover‐inclusivenessoftheDBEclassification.Id.at1177.InCroson,theSupremeCourtstruckdownanaffirmativeactionprogramasinsufficientlynarrowlytailoredinpartbecause“thereisnoinquiryintowhetherornottheparticularMBEseekingaracialpreferencehassufferedfromtheeffectsofpastdiscrimination....[T]heinterestinavoidingthebureaucraticeffortnecessarytotailorremedialrelieftothosewhotrulyhavesufferedfromtheeffectsofpriordiscriminationcannotjustifyarigidlinedrawnonthebasisofasuspectclassification.”Id.,quoting,Croson,488U.S.at508(citationomitted).Thus,thecourtsaiditmustbeespeciallycarefultoinquireintowhethertherehasbeenanefforttoidentifyworthyparticipantsinDBEprogramsorwhethertheprogramsinquestionpaintwithtoobroad—ortoonarrow—abrush.Id.

ThecourtstatedmorespecificguidancewasfoundinAdarandIII,whereinremandingforstrictscrutiny,theSupremeCourtidentifiedtwoquestionsapparentlyofparticularimportanceintheinstantcase:(1)“[c]onsiderationoftheuseofrace‐neutralmeans;”and(2)“whethertheprogram[is]appropriatelylimited[soas]nottolastlongerthanthediscriminatoryeffectsitisdesignedtoeliminate.”Id.at1177,quoting,AdarandIII,515U.S.at237–38(internalquotationsandcitationsomitted).ThccourtthusengagedinathoroughanalysisofthefederalprograminlightofAdarandIII’sspecificquestionsonremand,andtheforegoingnarrow‐tailoringfactors:(1)theavailabilityofrace‐neutralalternativeremedies;(2)limitsonthedurationoftheSCCandDBEcertificationprograms;(3)flexibility;(4)numericalproportionality;(5)theburdenonthirdparties;and(6)over–orunder‐inclusiveness.Id.at1178.

ItissignificanttonotethatthecourtindeterminingtheFederalDBEProgramis“narrowlytailored”focusedonthefederalregulations,49CFRPart26,andinparticular§26.1(a),(b),and(f).Thecourtpointedoutthatthefederalregulationsinstructrecipientsasfollows:

[y]oumustmeetthemaximumfeasibleportionofyouroverallgoalbyusingrace‐neutralmeansoffacilitatingDBEparticipation,49CFR§26.51(a)(2000);seealso49CFR§26.51(f)(2000)(ifarecipientcanmeetitsoverallgoalthroughrace‐neutralmeans,itmustimplementitsprogramwithouttheuseofrace‐consciouscontractingmeasures),andenumeratealistofrace‐neutralmeasures,see49CFR§26.51(b)(2000).Thecurrentregulationsalsooutlineseveralrace‐neutralmeansavailabletoprogramrecipientsincludingassistanceinovercomingbondingandfinancingobstacles,providingtechnicalassistance,establishingprogramstoassiststart‐upfirms,andothermethods.See49CFR§26.51(b).Wethereforearedealingherewithrevisionsthatemphasizethecontinuingneedtoemploynon‐race‐consciousmethodsevenastheneedforrace‐consciousremediesisrecognized.228F.3dat1178‐1179.

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InconsideringwhethertheFederalDBEProgramisnarrowlytailored,thecourtalsoaddressedtheargumentmadebythecontractorthattheprogramisover‐andunder‐inclusiveforseveralreasons,includingthatCongressdidnotinquireintodiscriminationagainsteachparticularminorityracialorethnicgroup.Thecourtheldthatinsofarasthescopeofinquirysuggestedwasaparticularstate’sconstructionindustryalone,thiswouldbeatoddswithitsholdingregardingthecompellinginterestinCongress’spowertoenactnationwidelegislation.Id.at1185‐1186.

Thecourtstatedthatbecauseofthe“unreliabilityofracialandethniccategoriesandthefactthatdiscriminationcommonlyoccursbasedonmuchbroaderracialclassifications,”extrapolatingfindingsofdiscriminationagainstthevariousethnicgroups“ismoreaquestionofnomenclaturethanofnarrowtailoring.”Id.Thecourtfoundthatthe“Constitutiondoesnoterectabarriertothegovernment’sefforttocombatdiscriminationbasedonbroadracialclassificationsthatmightpreventitfromenumeratingparticularethnicoriginsfallingwithinsuchclassifications.”Id.

Holding.MindfuloftheSupremeCourt’smandatetoexerciseparticularcareinexamininggovernmentalracialclassifications,thecourtconcludedthatthe1996SCCwasinsufficientlynarrowlytailoredasappliedinthiscase,andwasthusunconstitutionalunderAdarandIII‘sstrictstandardofscrutiny.Nonetheless,afterexaminingthecurrent(post1996)SCCandDBEcertificationprograms,thecourtheldthatthe1996defectshavebeenremedied,andthecurrentfederalDBEprogramsnowmettherequirementsofnarrowtailoring.Id.at1178.

Finally,theTenthCircuitdidnotspecificallyaddressachallengetothelettingoffederally‐fundedconstructioncontractsbystatedepartmentsoftransportation.ThecourtpointedoutthatplaintiffAdarand“concededthatitschallengeintheinstantcaseisto‘thefederalprogram,implementedbyfederalofficials,’andnottothelettingoffederally‐fundedconstructioncontractsbystateagencies.”228F.3dat1187.ThecourtheldthatitdidnothavebeforeitasufficientrecordtoenableittoevaluatetheseparatequestionofColoradoDOT’simplementationofrace‐consciouspolicies.Id.at1187‐1188.Therefore,thecourtdidnotaddresstheconstitutionalityofanasappliedattackontheimplementationofthefederalprogrambytheColoradoDOTorotherlocalorstategovernmentsimplementingtheFederalDBEProgram.

Thecourtthusreversedthedistrictcourtandremandedthecase.

Recent District Court Decisions 

10. Midwest Fence Corporation v. United States DOT and Federal Highway Administration, the Illinois DOT, the Illinois State Toll Highway Authority, et al., 84 F. Supp. 3d 705, 2015 WL 1396376 (N.D. Ill, 2015), affirmed, 840 F.3d 932 (7th Cir. 2016).187 

InMidwestFenceCorporationv.USDOT,theFHWA,theIllinoisDOTandtheIllinoisStateTollHighwayAuthority,CaseNo.1:10‐3‐CV‐5627,UnitedStatesDistrictCourtfortheNorthern 18749CFRPart26(ParticipationbyDisadvantagedBusinessEnterprisesinDepartmentofTransportationFinancialAssistance

Programs(“FederalDBEProgram”).SeetheTransportationEquityActforthe21stCentury(TEA‐21)asamendedandreauthorized(“MAP‐21,”“SAFETEA”and“SAFETEA‐LU”),andtheUnitedStatesDepartmentofTransportation(“USDOT”or“DOT”)regulationspromulgatedtoimplementTEA‐21theFederalregulationsknownasMovingAheadforProgressinthe21stCenturyAct(“MAP‐21”),PubL.112‐141,H.R.4348,§1101(b),July6,2012,126Stat405.;precededbyPubL.109‐59,TitleI,§1101(b),August10,2005,119Stat.1156;precededbyPubL.105‐178,TitleI,§1101(b),June9,1998,112Stat.107.

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DistrictofIllinois,EasternDivision,PlaintiffMidwestFenceCorporation,whichisaguardrail,bridgerailandfencingcontractorownedandcontrolledbywhitemaleschallengedtheconstitutionalityandtheapplicationoftheUSDOT,DisadvantagedBusinessEnterprise(“DBE”)Program.Inaddition,MidwestFencesimilarlychallengedtheIllinoisDepartmentofTransportation’s(“IDOT”)implementationoftheFederalDBEProgramforfederally‐fundedprojects,IDOT’simplementationofitsownDBEProgramforstate‐fundedprojectsandtheIllinoisStateTollwayHighwayAuthority’s(“Tollway”)separateDBEProgram.

Thefederaldistrictcourtin2011issuedanOpinionandOrderdenyingtheDefendants’MotiontoDismissforlackofstanding,denyingtheFederalDefendants’MotiontoDismisscertainCountsoftheComplaintasamatteroflaw,grantingIDOTDefendants’MotiontoDismisscertainCountsandgrantingtheTollwayDefendants’MotiontoDismisscertainCounts,butgivingleavetoMidwesttorepleadsubsequenttothisOrder.MidwestFenceCorp.v.UnitedStatesDOT,IllinoisDOT,etal.,2011WL2551179(N.D.Ill.June27,2011).

MidwestFenceinitsThirdAmendedComplaintchallengedtheconstitutionalityoftheFederalDBEProgramonitsfaceandasapplied,andchallengedtheIDOT’simplementationoftheFederalDBEProgram.MidwestFencealsosoughtadeclarationthattheUSDOTregulationshavenotbeenproperlyauthorizedbyCongressandadeclarationthatSAFETEA‐LUisunconstitutional.MidwestFencesoughtrelieffromtheIDOTDefendants,includingadeclarationthatstatestatutesauthorizingIDOT’sDBEProgramforState‐fundedcontractsareunconstitutional;adeclarationthatIDOTdoesnotfollowtheUSDOTregulations;adeclarationthattheIDOTDBEProgramisunconstitutionalandotherreliefagainsttheIDOT.TheremainingCountssoughtreliefagainsttheTollwayDefendants,includingthattheTollway’sDBEProgramisunconstitutional,andarequestforpunitivedamagesagainsttheTollwayDefendants.Thecourtin2012grantedtheTollwayDefendants’MotiontoDismissMidwestFence’srequestforpunitivedamages.

Equalprotectionframework,strictscrutinyandburdenofproof.Thecourtheldthatunderastrictscrutinyanalysis,theburdenisonthegovernmenttoshowbothacompellinginterestandnarrowlytailoring.84F.Supp.3dat720.Thegovernmentmustdemonstrateastrongbasisinevidenceforitsconclusionthatremedialactionisnecessary.Id.SincetheSupremeCourtdecisioninCroson,numerouscourtshaverecognizedthatdisparitystudiesprovideprobativeevidenceofdiscrimination.Id.Thecourtstatedthataninferenceofdiscriminationmaybemadewithempiricalevidencethatdemonstratesasignificantstatisticaldisparitybetweenthenumberofqualifiedminoritycontractorsandthenumberofsuchcontractorsactuallyengagedbythelocalityorthelocality’sprimecontractors.Id.Thecourtsaidthatanecdotalevidencemaybeusedincombinationwithstatisticalevidencetoestablishacompellinggovernmentalinterest.Id.

Inadditiontoproviding“hardproof”tobackitscompellinginterest,thecourtstatedthatthegovernmentmustalsoshowthatthechallengedprogramisnarrowlytailored.Id.at720.Whilenarrowtailoringrequires“serious,goodfaithconsiderationofworkablerace‐neutralalternatives,”thecourtsaiditdoesnotrequire“exhaustionofeveryconceivablerace‐neutralalternative.”Id.,citingGrutterv.Bollinger,539U.S.306,339(2003);Fischerv.Univ.ofTexasatAustin,133S.Ct.2411,2420(2013).

Oncethegovernmentalentityhasshownacceptableproofofacompellinginterestinremedyingpastdiscriminationandillustratedthatitsplanisnarrowlytailoredtoachievethisgoal,thepartychallengingtheaffirmativeactionplanbearstheultimateburdenofprovingthattheplan

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isunconstitutional.84F.Supp.3dat721.Tosuccessfullyrebutthegovernment’sevidence,achallengermustintroduce“credible,particularizedevidence”ofitsown.Id.

Thiscanbeaccomplished,accordingtothecourt,byprovidinganeutralexplanationforthedisparitybetweenDBEutilizationandavailability,showingthatthegovernment’sdataisflawed,demonstratingthattheobserveddisparitiesarestatisticallyinsignificant,orpresentingcontrastingstatisticaldata.Id.Conjectureandunsupportedcriticismsofthegovernment’smethodologyareinsufficient.Id.

Standing.ThecourtfoundthatMidwesthadstandingtochallengetheFederalDBEProgram,IDOT’simplementationofit,andtheTollwayProgram.Id.at722.Thecourt,however,didnotfindthatMidwesthadpresentedanyfactssuggestingitsinabilitytocompeteonanequalfootingfortheTargetMarketProgramcontracts.TheTargetMarketProgramidentifiedavarietyofremedialactionsthatIDOTwasauthorizedtotakeincertainDistricts,whichincludedindividualcontractgoals,DBEparticipationincentives,aswellasset‐asides.Id.at722‐723.

ThecourtnotedthatMidwestdidnotidentifyanycontractsthatweresubjecttotheTargetMarketProgram,noridentifyanyset‐asidesthatwereinplaceinthesedistrictsthatwouldhavehindereditsabilitytocompeteforfencingandguardrailswork.Id.at723.MidwestdidnotallegethatitwouldhavebidoncontractssetasidepursuanttotheTargetMarketProgramhaditnotbeenpreventedfromdoingso.Id.BecausenothingintherecordMidwestprovidedsuggestedthattheTargetMarketProgramimpededMidwest’sabilitytocompeteforworkintheseDistricts,thecourtdismissedMidwest’sclaimrelatingtotheTargetMarketProgramforlackofstanding.Id.

FacialchallengetotheFederalDBEProgram.Thecourtfoundthatremedyingtheeffectsofraceandgenderdiscriminationwithintheroadconstructionindustryisacompellinggovernmentalinterest.ThecourtalsofoundthattheFederalDefendantshavesupportedtheircompellinginterestwithastrongbasisinevidence.Id.at725.TheFederalDefendants,thecourtsaid,presentedanextensivebodyoftestimony,reports,andstudiesthattheyclaimprovidedthestrongbasisinevidencefortheirconclusionthatraceandgender‐basedclassificationsarenecessary.Id.ThecourttookjudicialnoticeoftheexistenceofCongressionalhearingsandreportsandthecollectionofevidencepresentedtoCongressinsupportoftheFederalDBEProgram’s2012reauthorizationunderMAP‐21,includingbothstatisticalandanecdotalevidence.Id.

Thecourtalsoconsideredareportfromaconsultantwhoreviewed95disparityandavailabilitystudiesconcerningminority‐andwomen‐ownedbusinesses,aswellasanecdotalevidence,thatwerecompletedfrom2000to2012.Id.at726.Sixty‐fourofthestudieshadpreviouslybeenpresentedtoCongress.Id.Thestudiesexamineprocurementforover100publicentitiesandfundingsourcesacross32states.Id.Theconsultant’sreportopinedthatmetricssuchasfirmrevenue,numberofemployees,andbondinglimitsshouldnotbeconsideredwhendeterminingDBEavailabilitybecausetheyareall“likelytobeinfluencedbythepresenceofdiscriminationifitexists”andcouldpotentiallyresultinabuilt‐indownwardbiasintheavailabilitymeasure.Id.

Tomeasuredisparity,theconsultantdividedDBEutilizationbyavailabilityandmultipliedby100tocalculatea“disparityindex”foreachstudy.Id.at726.Thereportfound66percentofthestudiesshowedadisparityindexof80orbelow,thatis,significantlyunderutilizedrelativetotheiravailability.Id.Thereportalsoexamineddatathatshowedlowerearningsandbusinessformationratesamongwomenandminorities,evenwhenvariablessuchasageandeducationwereheldconstant.Id.Thereportconcludedthatthedisparitieswerenotattributabletofactors

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otherthanraceandsexandwereconsistentwiththepresenceofdiscriminationinconstructionandrelatedprofessionalservices.Id.

ThecourtdistinguishedtheFederalCircuitdecisioninRotheDev.Corp.v.Dep’t.ofDef.,545F.3d1023(Fed.Cir.2008)wheretheFederalCircuitCourtheldinsufficienttherelianceononlysixdisparitystudiestosupportthegovernment’scompellinginterestinimplementinganationalprogram.Id.at727,citingRothe,545F.3dat1046.ThecourtherenotedtheconsultantreportsupplementsthetestimonyandreportspresentedtoCongressinsupportoftheFederalDBEProgram,whichcourtshavefoundtoestablisha“strongbasisinevidence”tosupporttheconclusionthatrace‐andgender‐consciousactionisnecessary.Id.

ThecourtfoundthroughtheevidencepresentedbytheFederalDefendantssatisfiedtheirburdeninshowingthattheFederalDBEProgramstandsonastrongbasisinevidence.Id.at727.TheMidwestexpert’ssuggestionthatthestudiesusedinconsultant’sreportdonotproperlyaccountforcapacity,thecourtstated,doesnotcompelthecourttofindotherwise.ThecourtquotingAdarandVII,228F.3dat1173(10thCir.2000)saidthatgeneralcriticismofdisparitystudies,asopposedtoparticularevidenceunderminingthereliabilityoftheparticulardisparitystudiesrelieduponbythegovernment,isoflittlepersuasivevalueanddoesnotcompelthecourttodiscountthedisparityevidence.Id.Midwestfailedtopresent“affirmativeevidence”thatnoremedialactionwasnecessary.Id.

FederalDBEProgramisnarrowlytailored.Oncethegovernmenthasestablishedacompellinginterestforimplementingarace‐consciousprogram,itmustshowthattheprogramisnarrowlytailoredtoachievethisinterest.Id.at727.Indeterminingwhetheraprogramisnarrowlytailored,courtsexamineseveralfactors,including(a)thenecessityforthereliefandefficacyofalternativerace‐neutralmeasures,(b)theflexibilityanddurationoftherelief,includingtheavailabilityofwaiverprovisions,(c)therelationshipofthenumericalgoalstotherelevantlabormarket,and(d)theimpactofthereliefontherightsofthirdparties.Id.Thecourtstatedthatcourtsmayalsoassesswhetheraprogramis“overinclusive.”Id.at728.ThecourtfoundthateachoftheabovefactorssupportstheconclusionthattheFederalDBEProgramisnarrowlytailored.Id.

First,thecourtsaidthatunderthefederalregulations,recipientsoffederalfundscanonlyturntorace‐andgender‐consciousmeasuresaftertheyhaveattemptedtomeettheirDBEparticipationgoalthroughrace‐neutralmeans.Id.at728.Thecourtnotedthatrace‐neutralmeansincludemakingcontractingopportunitiesmoreaccessibletosmallbusinesses,providingassistanceinobtainingbondingandfinancing,andofferingtechnicalandothersupportservices.Id.Thecourtfoundthattheregulationsrequireserious,goodfaithconsiderationofworkablerace‐neutralalternatives.Id.

Second,thefederalregulationscontainprovisionsthatlimittheFederalDBEProgram’sdurationandensureitsflexibility.Id.at728.ThecourtfoundthattheFederalDBEProgramlastsonlyaslongasitscurrentauthorizingactallows,notingthatwitheachreauthorization,CongressmustreevaluatetheFederalDBEPrograminlightofsupportingevidence.Id.ThecourtalsofoundthattheFederalDBEProgramaffordsrecipientsoffederalfundsandprimecontractorssubstantialflexibility.Id.at728.Recipientsmayapplyforexemptionsorwaivers,releasingthemfromprogramrequirements.Id.PrimecontractorscanapplytoIDOTfora“goodfaitheffortswaiver”onanindividualcontractgoal.Id.

Thecourtstatedtheavailabilityofwaiversisparticularlyimportantinestablishingflexibility.Id.at728.ThecourtrejectedMidwest’sargumentthatthefederalregulationsimposeaquotain

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lightoftheProgram’sexplicitwaiverprovision.Id.Basedontheavailabilityofwaivers,coupledwithregularcongressionalreview,thecourtfoundthattheFederalDBEProgramissufficientlylimitedandflexible.Id.

Third,thecourtsaidthattheFederalDBEProgramemploysatwo‐stepgoal‐settingprocessthattiesDBEparticipationgoalsbyrecipientsoffederalfundstolocalmarketconditions.Id.at728.ThecourtpointedoutthattheregulationsdelegategoalsettingtorecipientsoffederalfundswhotailorDBEparticipationtolocalDBEavailability.Id.ThecourtfoundthattheFederalDBEProgram’sgoal‐settingprocessrequiresstatestofocusonestablishingrealisticgoalsforDBEparticipationthatarecloselytiedtotherelevantlabormarket.Id.

Fourth,thefederalregulations,accordingtothecourt,containprovisionsthatseektominimizetheProgram’sburdenonnon‐DBEs.Id.at729.Thecourtpointedoutthefollowingprovisionsaimtokeeptheburdenonnon‐DBEsminimal:theFederalDBEProgram’spresumptionofsocialandeconomicdisadvantageisrebuttable;raceisnotadeterminativefactor;intheeventDBEsbecome“overconcentrated”inaparticularareaofcontractwork,recipientsmusttakeappropriatemeasurestoaddresstheoverconcentration;theuseofrace‐neutralmeasures;andtheavailabilityofgoodfaitheffortswaivers.Id.

ThecourtsaidMidwest’sprimaryargumentisthatthepracticeofstatestoawardprimecontractstothelowestbidder,andthefactthefederalregulationsprescribethatDBEparticipationgoalsbeappliedtothevalueoftheentirecontract,undulyburdensnon‐DBEsubcontractors.Id.at729.MidwestarguedthatbecausemostDBEsaresmallsubcontractors,settinggoalsasapercentageofallcontractdollars,whilerequiringaremedytocomeonlyfromsubcontractingdollars,undulyburdenssmaller,specializednon‐DBEs.Id.ThecourtfoundthatthefactinnocentpartiesmaybearsomeoftheburdenofaDBEprogramisitselfinsufficienttowarranttheconclusionthataprogramisnotnarrowlytailored.Id.ThecourtalsofoundthatstrongpolicyreasonssupporttheFederalDBEProgram’sapproach.Id.

ThecourtstatedthatcongressionaltestimonyandtheexpertreportfromtheFederalDefendantsprovideevidencethattheFederalDBEProgramisnotoverlyinclusive.Id.at729.Thecourtnotedthereportobservedstatisticallysignificantdisparitiesinbusinessformationandearningsratesinall50statesforallminoritygroupsandfornon‐minoritywomen.Id.

ThecourtsaidthatMidwestdidnotattempttorebuttheFederalDefendants’evidence.Idat729.Therefore,becausetheFederalDBEProgramstandsonastrongbasisinevidenceandisnarrowlytailoredtoachievethegoalofremedyingdiscrimination,thecourtfoundtheProgramisconstitutionalonitsface.Id.at729.ThecourtthusgrantedsummaryjudgmentinfavoroftheFederalDefendants.Id.

As‐appliedchallengetoIDOT’simplementationoftheFederalDBEProgram.InadditiontochallengingtheFederalDBEProgramonitsface,Midwestalsoarguedthatitisunconstitutionalasapplied.Id.at730.ThecourtstatedbecausetheFederalDBEProgramisappliedtoMidwestthroughIDOT,thecourtmustexamineIDOT’simplementationoftheFederalDBEProgram.Id.FollowingtheSeventhCircuit’sdecisioninNorthernContractingv.IllinoisDOT,thecourtsaidthatwhethertheFederalDBEProgramisunconstitutionalasappliedisaquestionofwhetherIDOTexceededitsauthorityinimplementingit.Id.at730,citingNorthernContracting,Inc.v.Illinois,473F.3d715at722(7thCir.2007).Thecourt,quotingNorthernContracting,heldthatachallengetoastate’sapplicationofafederallymandatedprogrammustbelimitedtothequestionofwhetherthestateexceededitsauthority.Id.

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IDOTnotonlyappliestheFederalDBEProgramtoUSDOT‐assistedprojects,butitalsoappliestheFederalDBEProgramtostate‐fundedprojects.Id.at730.Thecourt,therefore,helditmustdeterminewhethertheIDOTDefendantshaveestablishedacompellingreasontoapplytheIDOTProgramtostate‐fundedprojectsinIllinois.Id.

ThecourtpointedoutthattheFederalDBEProgramdelegatesthenarrowtailoringfunctiontothestate,andthus,IDOTmustdemonstratethatthereisademonstrableneedfortheimplementationoftheFederalDBEProgramwithinitsjurisdiction.Id.at730.Accordingly,thecourtassessedwhetherIDOThasestablishedevidenceofdiscriminationinIllinoissufficientto(1)supportitsapplicationoftheFederalDBEProgramtostate‐fundedcontracts,and(2)demonstratethatIDOT’simplementationoftheFederalDBEProgramislimitedtoaplacewhererace‐basedmeasuresaredemonstrablyneeded.Id.

IDOT’sevidenceofdiscriminationandDBEavailabilityinIllinois.TheevidencethatIDOThaspresentedtoestablishtheexistenceofdiscriminationinIllinoisincludedtwostudies,onethatwasdonein2004andtheotherin2011.Id.at730.Thecourtsaidthatthe2004studyuncovereddisparitiesinearningsandbusinessformationratesamongwomenandminoritiesintheconstructionandengineeringfieldsthatthestudyconcludedwereconsistentwithdiscrimination.IDOTmaintainedthatthe2004studyandthe2011studymustbereadinconjunctionwithoneanother.Id.Thecourtfoundthatthe2011studyprovidedevidencetoestablishthedisparityfromwhichIDOT’sinferenceofdiscriminationprimarilyarises.Id.

The2011studycomparedtheproportionofcontractingdollarsawardedtoDBEs(utilization)withtheavailabilityofDBEs.Id.at730.Thestudydeterminedavailabilitythroughmultiplesources,includingbidderslists,prequalifiedbusinesslists,andothermethodsrecommendedinthefederalregulations.Id.ThestudyappliedNAICScodestodifferenttypesofcontractwork,assigninggreaterweighttocategoriesofworkinwhichIDOThadexpendedthemostmoney.Id.at731.Thisresultedina“weighted”DBEavailabilitycalculation.Id.

The2011studyexaminedprimeandsubcontractsandanecdotalevidenceconcerningraceandgenderdiscriminationintheIllinoisroadconstructionindustry,includingone‐on‐oneinterviewsandasurveyofmorethan5,000contractors.Id.at731.The2011study,thecourtsaid,containedaregressionanalysisofprivatesectordataandfounddisparitiesinearningsandbusinessownershipratesamongminoritiesandwomen,evenwhencontrollingforrace‐andgender‐neutralvariables.Id.

ThestudyconcludedthattherewasastatisticallysignificantunderutilizationofDBEsintheawardofbothprimeandsubcontractsinIllinois.Id.at731.Forexample,thecourtnotedthedifferencethestudyfoundinthepercentageofavailableprimeconstructioncontractorstothepercentageofprimeconstructioncontractsunder$500,000,andthepercentageofavailableconstructionsubcontractorstotheamountofpercentageofdollarsreceivedofconstructionsubcontracts.Id.

IDOTpresentedcertainevidencetomeasureDBEavailabilityinIllinois.Thecourtpointedoutthatthe2004studyandtwosubsequentGoal‐SettingReportswereusedinestablishingIDOT’sDBEparticipationgoal.Id.at731.The2004studyarrivedatIDOT’s22.77percentDBEparticipationgoalinaccordancewiththetwo‐stepprocessdefinedinthefederalregulations.Id.Thecourtstatedthe2004studyemployedaseven‐step“customcensus”approachtocalculatebaselineDBEavailabilityundersteponeoftheregulations.Id.

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TheprocessbeginsbyidentifyingtherelevantmarketsinwhichIDOToperatesandthecategoriesofbusinessesthataccountforthebulkofIDOTspending.Id.at731.TheindustriesandcountiesinwhichIDOTexpendsrelativelymorecontractdollarsreceiveproportionatelyhigherweightsintheultimatecalculationofstatewideDBEavailability.Id.Thestudythencountsthenumberofbusinessesintherelevantmarkets,andidentifieswhichareminority‐andwomen‐owned.Id.Toensuretheaccuracyofthisinformation,thestudyprovidesthatittakesadditionalstepstoverifytheownershipstatusofeachbusiness.Id.Understeptwooftheregulations,thestudyadjustedthisfigureto27.51percentbasedonCensusBureaudata.Id.Accordingtothestudy,theadjustmenttakesintoaccountitsconclusionthatbaselinenumbersareartificiallylowerthanwhatwouldbeexpectedinarace‐neutralmarketplace.Id.

IDOTusedseparateGoal‐SettingReportsthatcalculatedIDOT’sDBEparticipationgoalpursuanttothetwo‐stepprocessinthefederalregulations,drawingfrombidderslists,DBEdirectories,andthe2011studytocalculatebaselineDBEavailability.Id.at731.ThestudyandtheGoal–SettingReportsgavegreaterweighttothetypesofcontractworkinwhichIDOThadexpendedrelativelymoremoney.Id.at732.

CourtrejectedMidwestargumentsastothedataandevidence.ThecourtrejectedthechallengesbyMidwesttotheaccuracyofIDOT’sdata.Forexample,Midwestarguedthattheanecdotalevidencecontainedinthe2011studydoesnotprovediscrimination.Id.at732.Thecourtstated,however,whereanecdotalevidencehasbeenofferedinconjunctionwithstatisticalevidence,itmaylendsupporttothegovernment’sdeterminationthatremedialactionisnecessary.Id.Thecourtnotedthatanecdotalevidenceonitsowncouldnotbeusedtoshowageneralpolicyofdiscrimination.Id.

ThecourtrejectedanotherargumentbyMidwestthatthedatacollectedafterIDOT’simplementationoftheFederalDBEProgrammaybebiasedbecauseanythingobservedaboutthepublicsectormaybeaffectedbytheDBEProgram.Id.at732.Thecourtrejectedthatargumentfindingpost‐enactmentevidenceofdiscriminationpermissible.Id.

Midwest’smainobjectiontotheIDOTevidence,accordingtothecourt,isthatitfailedtoaccountforcapacitywhenmeasuringDBEavailabilityandunderutilization.Id.at732.MidwestarguedthatIDOT’sdisparitystudiesfailedtoruleoutcapacityasapossibleexplanationfortheobserveddisparities.Id.

IDOTarguedthatonprimecontractsunder$500,000,capacityisavariablethatmakeslittledifference.Id.at732‐733.Primecontractsofvaryingsizesunder$500,000weredistributedtoDBEsandnon‐DBEsalikeatapproximatelythesamerate.Id.at733.IDOTalsoarguedthatthroughregressionanalysis,the2011studydemonstratedfactorsotherthandiscriminationdidnotaccountforthedisparitybetweenDBEutilizationandavailability.Id.

ThecourtstatedthatdespiteMidwest’sargumentthatthe2011studytookinsufficientmeasurestoruleoutcapacityasarace‐neutralexplanationfortheunderutilizationofDBEs,theSupremeCourthasindicatedthataregressionanalysisneednottakeintoaccount“allmeasurablevariables”toruleoutrace‐neutralexplanationsforobserveddisparities.Id.at733,quotingBazemorev.Friday,478U.S.385,400(1986).

Midwestcriticismsinsufficient,speculativeandconjecture–noindependentstatisticalanalysis;IDOTfollowedNorthernContractinganddidnotexceedthefederalregulations.ThecourtfoundMidwest’scriticismsinsufficienttorebutIDOT’sevidenceofdiscriminationordiscreditIDOT’smethodsofcalculatingDBEavailability.Id.at733.

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First,thecourtsaid,the“evidence”offeredbyMidwest’sexpertreports“isspeculativeatbest.”Id.ThecourtfoundthatforareasonablejurytofindinfavorofMidwest,Midwestwouldhavetocomeforwardwith“credible,particularizedevidence”ofitsown,suchasaneutralexplanationforthedisparity,orcontrastingstatisticaldata.Id.ThecourtheldthatMidwestfailedtomaketheshowinginthiscase.Id.

Second,thecourtstatedthatIDOT’smethodofcalculatingDBEavailabilityisconsistentwiththefederalregulationsandhasbeenendorsedbytheSeventhCircuit.Id.at733.Thefederalregulations,thecourtsaid,approveavarietyofmethodsforaccuratelymeasuringready,willing,andavailableDBEs,suchastheuseofDBEdirectories,CensusBureaudata,andbidderslists.Id.Thecourtfoundthatthesearethemethodsthe2011studyadoptedincalculatingDBEavailability.Id.

ThecourtsaidthattheSeventhCircuitCourtofAppealsapprovedthe“customcensus”approachasconsistentwiththefederalregulations.Id.at733,citingtoNorthernContractingv.IllinoisDOT,473F.3dat723.ThecourtnotedtheSeventhCircuitrejectedtheargumentthatavailabilityshouldbebasedonasimplecountofregisteredandprequalifiedDBEsunderIllinoislaw,findingnorequirementinthefederalregulationsthatarecipientmustsonarrowlydefinethescopeofready,willing,andavailablefirms.Id.Thecourtalsorejectedthenotionthatanavailabilitymeasureshoulddistinguishbetweenprimeandsubcontractors.Id.at733‐734.

Thecourtheldthatthroughthe2004and2011studies,andGoal–SettingReports,IDOTprovidedevidenceofdiscriminationintheIllinoisroadconstructionindustryandamethodofDBEavailabilitycalculationthatisconsistentwithboththefederalregulationsandtheSeventhCircuitdecisioninNorthernContractv.IllinoisDOT.Id.at734.ThecourtsaidthatinresponsetotheSeventhCircuitdecisionandIDOT’sevidence,Midwestofferedonlyconjectureabouthowthesestudiessupposedfailuretoaccountforcapacitymayormaynothaveimpactedthestudies’result.Id.

ThecourtpointedoutthatalthoughMidwest’sexpert’sreports“castdoubtonthevalidityofIDOT’smethodology,theyfailedtoprovideanyindependentstatisticalanalysisorotherevidencedemonstratingactualbias.”Id.at734.Withoutthisshowing,thecourtstated,therecordfailstodemonstratealackofevidenceofdiscriminationoractualflawsinIDOT’savailabilitycalculations.Id.

Burdenonnon–DBEsubcontractors;overconcentration.Thecourtaddressedthenarrowtailoringfactorconcerningwhetheraprogram’sburdenonthirdpartiesisundueorunreasonable.ThepartiesdisagreedaboutwhethertheIDOTprogramresultedinanoverconcentrationofDBEsinthefencingandguardrailindustry.Id.at734‐735.IDOTpreparedanoverconcentrationstudycomparingthetotalnumberofprequalifiedfencingandguardrailcontractorstothenumberofDBEsthatalsoperformthattypeofworkanddeterminedthatnooverconcentrationproblemexisted.Midwestpresenteditsevidencerelatingtooverconcentration.Id.at735.ThecourtfoundthatMidwestdidnotshowIDOT’sdeterminationthatoverconcentrationdoesnotexistamongfencingandguardrailcontractorstobeunreasonable.Id.at735.

ThecourtstatedthefactIDOTsetscontractgoalsasapercentageoftotalcontractdollarsdoesnotdemonstratethatIDOTimposesanundueburdenonnon‐DBEsubcontractors,buttothecontrary,IDOTisactingwithinthescopeofthefederalregulationsthatrequiresgoalstobesetinthismanner.Id.at735.Thecourtnotedthatitrecognizessettinggoalsasapercentageoftotalcontractvalueaddressesthewidespread,indirecteffectsofdiscriminationthatmayprevent

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DBEsfromcompetingasprimesinthefirstplace,andthatasharingoftheburdenbyinnocentparties,herenon‐DBEsubcontractors,ispermissible.Id.ThecourtheldthatIDOTcarrieditsburdeninprovidingpersuasiveevidenceofdiscriminationinIllinois,andfoundthatsuchsharingoftheburdenispermissiblehere.Id.

Useofrace–neutralalternatives.ThecourtfoundthatIDOTidentifiedseveralrace‐neutralprogramsitusedtoincreaseDBEparticipation,includingitsSupportiveServices,Mentor–Protégé,andModelContractorPrograms.Id.at735.Theprogramsprovideworkshopsandtrainingthathelpsmallbusinessesbuildbondingcapacity,gainaccesstofinancialandprojectmanagementresources,andlearnaboutspecificprocurementopportunities.Id.IDOTconductedseveralstudiesincludingzero‐participationgoalscontractsinwhichtherewasnoDBEparticipationgoal,andfoundthatDBEsreceivedonly0.84percentofthetotaldollarvalueawarded.Id.

ThecourtheldIDOTwascompliantwiththefederalregulations,notingthatintheNorthernContractingv.IllinoisDOTcase,theSeventhCircuitfoundIDOTemployedalmostallofthemethodssuggestedintheregulationstomaximizeDBEparticipationwithoutresortingtorace,includingprovidingassistanceinobtainingbondingandfinancing,implementingasupportiveservicesprogram,andprovidingtechnicalassistance.Id.at735.ThecourtagreedwiththeSeventhCircuit,andfoundthatIDOThasmadeserious,goodfaithconsiderationofworkablerace‐neutralalternatives.Id.

Durationandflexibility.ThecourtpointedoutthatthestatestatutethroughwhichtheFederalDBEProgramisimplementedislimitedindurationandmustbereauthorizedeverytwotofiveyears.Id.at736.ThecourtreviewedevidencethatIDOTgranted270ofthe362goodfaithwaiverrequeststhatitreceivedfrom2006to2014,andthatIDOTgranted1,002post‐awardwaiversonover$36millionincontractingdollars.Id.ThecourtnotedthatIDOTgrantedtheonlygoodfaitheffortswaiverthatMidwestrequested.Id.

ThecourtheldtheundisputedfactsestablishedthatIDOTdidnothavea“no‐waiverpolicy.”Id.at736.Thecourtfoundthatitcouldnotconcludethatthewaiverprovisionswereimpermissiblyvague,andthatIDOTtookintoconsiderationthesubstantialguidanceprovidedinthefederalregulations.Id.at736‐737.BecauseMidwest’sownexperiencedemonstratedtheflexibilityoftheFederalDBEPrograminpractice,thecourtsaiditcouldnotconcludethattheIDOTprogramamountstoanimpermissiblequotasystemthatisunconstitutionalonitsface.Id.at737.

ThecourtagainstatedthatMidwesthadnotpresentedanyaffirmativeevidenceshowingthatIDOT’simplementationoftheFederalDBEProgramimposesanundueburdenonnon‐DBEs,failstoemployrace‐neutralmeasures,orlacksflexibility.Id.at737.Accordingly,thecourtgrantedIDOT’smotionforsummaryjudgment.

Facialandas–appliedchallengestotheTollwayprogram.TheIllinoisTollwayProgramexistsindependentlyoftheFederalDBEProgram.MidwestchallengedtheTollwayProgramasunconstitutionalonitsfaceandasapplied.Id.at737.LiketheFederalandIDOTDefendants,theTollwaywasrequiredtoshowthatitscompellinginterestinremedyingdiscriminationintheIllinoisroadconstructionindustryrestsonastrongbasisinevidence.Id.TheTollwayreliedona2006disparitystudy,whichexaminedthedisparitybetweentheTollway’sutilizationofDBEsandtheiravailability.Id.

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Thestudyemployeda“customcensus”approachtocalculateDBEavailability,andexaminedtheTollway’scontractdatatodetermineutilization.Id.at737..The2006studyreportedstatisticallysignificantdisparitiesforallraceandsexcategoriesexamined.Id.Thestudyalsoconductedan“economy‐wideanalysis”examiningotherraceandsexdisparitiesinthewiderconstructioneconomyfrom1979to2002.Id.Controllingforrace‐andgender‐neutralvariables,thestudyshowedasignificantnegativecorrelationbetweenaperson’sraceorsexandtheirearningpowerandabilitytoformabusiness.Id.

Midwest’schallengestotheTollwayevidenceinsufficientandspeculative.In2013,theTollwaycommissionedanewstudy,whichthecourtnotedwasnotcomplete,buttherewasan“economy‐wideanalysis”similartotheanalysisdonein2006thatupdatedcensusdatagatheredfrom2007to2011.Id.at737‐738.Theupdatedcensusanalysis,accordingtothecourt,controlledforvariablessuchaseducation,ageandoccupationandfoundlowerearningsandratesofbusinessformationamongwomenandminoritiesascomparedtowhitemen.Id.at738.

MidwestattackedtheTollway’s2006studysimilartohowitattackedtheotherstudieswithregardtoIDOT’sDBEProgram.Id.at738.Forexample,Midwestattackedthe2006studyasbeingbiasedbecauseitfailedtotakeintoaccountcapacityindeterminingthedisparities.Id.TheTollwaydefendedthe2006studyarguingthatcapacitymetricsshouldnotbetakenintoaccountbecausetheTollwayassertedtheyarethemselvesaproductofindirectdiscrimination,theconstructionindustryiselasticinnature,andthatfirmscaneasilyrampuporratchetdowntoaccommodatethesizeofaproject.Id.TheTollwayalsoarguedthatthe“economy‐wideanalysis”revealedanegativecorrelationbetweenanindividual’sraceandsexandtheirearningpowerandabilitytoownorformabusiness,showingthattheunderutilizationofDBEsisconsistentwithdiscrimination.Id.at738.

TosuccessfullyrebuttheTollway’sevidenceofdiscrimination,thecourtstatedthatMidwestmustcomeforwardwithaneutralexplanationforthedisparity,showthattheTollway’sstatisticsareflawed,demonstratethattheobserveddisparitiesareinsignificant,orpresentcontrastingdataofitsown.Id.at738‐739.Again,thecourtfoundthatMidwestfailedtomakethisshowing,andthattheevidenceofferedthroughtheexpertreportsforMidwestwasfartoospeculativetocreateadisputedissueoffactsuitablefortrial.Id.at739.Accordingly,thecourtfoundtheTollwayDefendantsestablishedastrongbasisinevidencefortheTollwayProgram.Id.

TollwayProgramisnarrowlytailored.AstodeterminingwhethertheTollwayProgramisnarrowlytailored,MidwestalsoarguedthattheTollwayProgramimposedanundueburdenonnon‐DBEsubcontractors.LikeIDOT,theTollwaysetsindividualcontractgoalsasapercentageofthevalueoftheentirecontractbasedontheavailabilityofDBEstoperformparticularlineitems.Id.at739.

Thecourtreiteratedthatsettinggoalsasapercentageoftotalcontractdollarsdoesnotdemonstrateanundueburdenonnon‐DBEsubcontractors,andthattheTollway’smethodofgoalsettingisidenticaltothatprescribedbythefederalregulations,whichthecourtalreadyfoundtobesupportedbystrongpolicyreasons.Id.at739.Thecourtstatedthatthesharingofaremedialprogram’sburdenisitselfinsufficienttowarranttheconclusionthattheprogramisnotnarrowlytailored.Id.at739.ThecourtheldtheTollwayProgram’sburdenonnon‐DBEsubcontractorstobepermissible.Id.

Inaddressingtheefficacyofrace‐neutralmeasures,thecourtfoundtheTollwayimplementedrace‐neutralprogramstoincreaseDBEparticipation,includingaprogramthatallowssmaller

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contractstobeunbundledfromlargerones,aSmallBusinessInitiativethatsetsasidecontractsforsmallbusinessesonarace‐neutralbasis,partnershipswithagenciesthatprovidesupportservicestosmallbusinesses,andotherprogramsdesignedtomakeiteasierforsmallercontractorstodobusinesswiththeTollwayingeneral.Id.at739‐740.ThecourtheldtheTollway’srace‐neutralmeasuresareconsistentwiththosesuggestedunderthefederalregulationsandfoundthattheavailabilityoftheseprograms,whichmirrorIDOT’s,demonstratesserious,goodfaithconsiderationofworkablerace‐neutralalternatives.Id.at740.

Inconsideringtheissueofflexibility,thecourtfoundtheTollwayProgram,liketheFederalDBEProgram,providesforwaiverswhereprimecontractorsareunabletomeetDBEparticipationgoals,buthavemadegoodfaitheffortstodoso.Id.at740.LikeIDOT,thecourtsaidtheTollwayadherestothefederalregulationsindeterminingwhetherabidderhasmadegoodfaithefforts.Id.AsundertheFederalDBEProgram,theTollwayProgramalsoallowsbidderswhohavebeendeniedwaiverstoappeal.Id.

From2006to2011,thecourtstated,theTollwaygrantedwaiversonapproximately20percentofthe200primeconstructioncontractsitawarded.Id.at740.BecausetheTollwaydemonstratedthatwaiversareavailable,routinelygranted,andawardedordeniedbasedonguidancefoundinthefederalregulations,thecourtfoundtheTollwayProgramsufficientlyflexible.Id.

Midwestpresentednoaffirmativeevidence.ThecourtheldtheTollwayDefendantsprovidedastrongbasisinevidencefortheirDBEProgram,whereasMidwest,didnotcomeforwardwithanyconcrete,affirmativeevidencetoshakethisfoundation.Id.at740.ThecourtthusheldtheTollwayProgramwasnarrowlytailoredandgrantedtheTollwayDefendants’motionforsummaryjudgment.Id.

NoticeofAppeal.MidwestFenceCorporationfiledaNoticeofAppealtotheUnitedStatesCourtofAppealsfortheSeventhCircuit.See,840F.3d932(7thCir.2016)discussedabove.

11. Geyer Signal, Inc. v. Minnesota, DOT, 2014 WL 1309092 (D. Minn. March 31, 2014) 

InGeyerSignal,Inc.,etal.v.MinnesotaDOT,USDOT,FederalHighwayAdministration,etal.,CaseNo.11‐CV‐321,UnitedStatesDistrictCourtfortheDistrictCourtofMinnesota,theplaintiffsGeyerSignal,Inc.anditsownerfiledthislawsuitagainsttheMinnesotaDOT(MnDOT)seekingapermanentinjunctionagainstenforcementandadeclarationofunconstitutionalityoftheFederalDBEProgramandMinnesotaDOT’simplementationoftheDBEProgramonitsfaceandasapplied.GeyerSignalsoughtaninjunctionagainsttheMinnesotaDOTprohibitingitfromenforcingtheDBEProgramor,alternatively,fromimplementingtheProgramimproperly;adeclaratoryjudgmentdeclaringthattheDBEProgramviolatestheEqualprotectionelementoftheFifthAmendmentoftheUnitedStatesConstitutionand/ortheEqualProtectionclauseoftheFourteenthAmendmenttotheUnitedStatesConstitutionandisunconstitutional,or,inthealternativethatMinnesotaDOT’simplementationoftheProgramisanunconstitutionalviolationoftheEqualProtectionClause,and/orthattheProgramisvoidforvagueness;andotherrelief.

Proceduralbackground.PlaintiffGeyerSignalisasmall,family‐ownedbusinessthatperformstrafficcontrolworkgenerallyonroadconstructionprojects.GeyerSignalisafirmownedbyaCaucasianmale,whoalsoisanamedplaintiff.

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SubsequenttothelawsuitfiledbyGeyerSignal,theUSDOTandtheFederalHighwayAdministrationfiledtheirMotiontopermitthemtointerveneasdefendantsinthiscase.TheFederalDefendant‐IntervenorsrequestedinterventiononthecaseinordertodefendtheconstitutionalityoftheFederalDBEProgramandthefederalregulationsatissue.TheFederalDefendant‐IntervenorsandtheplaintiffsfiledaStipulationthattheFederalDefendant‐Intervenorshavetherighttointerveneandshouldbepermittedtointerveneinthematter,andconsequentlytheplaintiffsdidnotcontesttheFederalDefendant‐Intervenor’sMotionforIntervention.TheCourtissuedanOrderthattheStipulationofIntervention,agreeingthattheFederalDefendant‐Intervenorsmayinterveneinthislawsuit,beapprovedandthattheFederalDefendant‐Intervenorsarepermittedtointerveneinthiscase.

TheFederalDefendantsmovedforsummaryjudgmentandtheStatedefendantsmovedtodismiss,orinthealternativeforsummaryjudgment,arguingthattheDBEProgramonitsfaceandasimplementedbyMnDOTisconstitutional.TheCourtconcludedthattheplaintiffs,GeyerSignalanditswhitemaleowner,KevinKissner,raisednogenuineissueofmaterialfactwithrespecttotheconstitutionalityoftheDBEProgramfaciallyorasapplied.Therefore,theCourtgrantedtheFederalDefendantsandtheStatedefendants’motionsforsummaryjudgmentintheirentirety.

PlaintiffsallegedthatthereisinsufficientevidenceofacompellinggovernmentalinteresttosupportaracebasedprogramforDBEuseinthefieldsoftrafficcontrolorlandscaping.(2014WL1309092at*10)Additionally,plaintiffsallegedthattheDBEProgramisnotnarrowlytailoredbecauseit(1)treatstheconstructionindustryasmonolithic,leadingtoanoverconcentrationofDBEparticipationintheareasoftrafficsignalandlandscapingwork;(2)allowsrecipientstosetcontractgoals;and(3)setsgoalsbasedonthenumberofDBEsthereare,nottheamountofworkthoseDBEscanactuallyperform.Id.*10.PlaintiffsalsoallegedthattheDBEProgramisunconstitutionallyvaguebecauseitallowsprimecontractorstousebidsfromDBEsthatarehigherthanthebidsofnon‐DBEs,providedtheincreaseinpriceisnotunreasonable,withoutdefiningwhatincreasedcostsare“reasonable.”Id.

Constitutionalclaims.TheCourtstatesthatthe“heartofplaintiffs’claimsisthattheDBEProgramandMnDOT’simplementationofitareunconstitutionalbecausetheimpactofcuringdiscriminationintheconstructionindustryisoverconcentratedinparticularsub‐categoriesofwork.”Id.at*11.TheCourtnotedthatbecauseDBEsare,bydefinition,smallbusinesses,plaintiffscontendthey“simplycannotperformthevastmajorityofthetypesofworkrequiredforfederally‐fundedMnDOTprojectsbecausetheylackthefinancialresourcesandequipmentnecessarytoconductsuchwork.Id.

Asaresult,plaintiffsclaimedthatDBEsonlycompeteincertainsmallareasofMnDOTwork,suchastrafficcontrol,trucking,andsupply,buttheDBEgoalsthatprimecontractorsmustmeetarespreadoutovertheentirecontract.Id.PlaintiffsassertedthatprimecontractorsareforcedtodisproportionatelyuseDBEsinthosesmallareasofwork,andthatnon–DBEsinthoseareasofworkareforcedtobeartheentireburdenof“correctingdiscrimination”,whilethevastmajorityofnon‐DBEsinMnDOTcontractinghaveessentiallynoDBEcompetition.Id.

PlaintiffsthereforearguedthattheDBEProgramisnotnarrowlytailoredbecauseitmeansthatanyDBEgoalsareonlybeingmetthroughafewareasofworkonconstructionprojects,whichburdennon‐DBEsinthosesectorsanddonotalleviateanyproblemsinothersectors.Id.at#11.

PlaintiffsbroughttwofacialchallengestotheFederalDBEProgram.Id.PlaintiffsallegethattheDBEProgramisfaciallyunconstitutionalbecauseitis“fatallypronetooverconcentration”

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whereDBEgoalsaremetdisproportionatelyinareasofworkthatrequirelittleoverheadandcapital.Id.at11.Second,plaintiffsallegedthattheDBEProgramisunconstitutionallyvaguebecauseitrequiresprimecontractorstoacceptDBEbidseveniftheDBEbidsarehigherthanthosefromnon‐DBEs,providedtheincreasedcostis“reasonable”withoutdefiningareasonableincreaseincost.Id.

Plaintiffsalsobroughtthreeas‐appliedchallengesbasedonMnDOT’simplementationoftheDBEProgram.Id.at12.First,plaintiffscontendedthatMnDOThasunconstitutionallyappliedtheDBEProgramtoitscontractingbecausethereisnoevidenceofdiscriminationagainstDBEsingovernmentcontractinginMinnesota.Id.Second,theycontendedthatMnDOThassetimpermissiblyhighgoalsforDBEparticipation.Finally,plaintiffsarguedthattotheextenttheDBEFederalProgramallowsMnDOTtocorrectforoverconcentration,ithasfailedtodoso,renderingitsimplementationoftheProgramunconstitutional.Id.

A.Strictscrutiny.ItisundisputedthatstrictscrutinyappliedtotheCourt’sevaluationoftheFederalDBEProgram,whetherthechallengeisfacialoras‐applied.Id.at*12.Understrictscrutiny,a“statute’srace‐basedmeasures‘areconstitutionalonlyiftheyarenarrowlytailoredtofurthercompellinggovernmentalinterests.’”Id.at*12,quotingGrutterv.Bollinger,539U.S.306,326(2003).

TheCourtnotesthattheDBEProgramalsocontainsagenderconsciousprovision,aclassificationtheCourtsaysthatwouldbesubjecttointermediatescrutiny.Id.at*12,atn.4.BecauseraceisalsousedbytheFederalDBEProgram,however,theProgrammustultimatelymeetstrictscrutiny,andtheCourtthereforeanalyzestheentireProgramforitscompliancewithstrictscrutiny.Id.

B.Facialchallengebasedonoverconcentration.TheCourtsaysthatinordertoprevailonafacialchallenge,theplaintiffmustestablishthatnosetofcircumstancesexistunderwhichtheFederalDBEProgramwouldbevalid.Id.at*12.TheCourtstatesthatplaintiffsbeartheultimateburdentoprovethattheDBEProgramisunconstitutional.Idat*.

1.Compellinggovernmentalinterest.TheCourtpointsoutthattheEighthCircuitCourtofAppealshasalreadyheldthefederalgovernmenthasacompellinginterestinnotperpetuatingtheeffectsofracialdiscriminationinitsowndistributionoffederalfundsandinremediatingtheeffectsofpastdiscriminationinthegovernmentcontractingmarketscreatedbyitsdisbursements.Id.*13,quotingAdarandConstructors,Inc.v.Slater,228F.3d1147,1165(10thCir.2000).Theplaintiffsdidnotdisputethatremedyingdiscriminationinfederaltransportationcontractingisacompellinggovernmentalinterest.Id.at*13.Inaccessingtheevidenceofferedinsupportofafindingofdiscrimination,theCourtconcludedthatdefendantshavearticulatedacompellinginterestunderlyingenactmentoftheDBEProgram.Id.

Second,theCourtstatesthatthegovernmentmustdemonstrateastrongbasisintheevidencesupportingitsconclusionthatrace‐basedremedialactionwasnecessarytofurtherthecompellinginterest.Id.at*13.Inassessingtheevidenceofferedinsupportofafindingofdiscrimination,theCourtconsidersbothdirectandcircumstantialevidence,includingpost‐enactmentevidenceintroducedbydefendantsaswellastheevidenceinthelegislativehistoryitself.Id.ThepartychallengingtheconstitutionalityoftheDBEProgrambearstheburdenofdemonstratingthatthegovernment’sevidencedidnotsupportaninferenceofpriordiscrimination.Id.

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Congressionalevidenceofdiscrimination:disparitystudiesandbarriers.PlaintiffsarguedthattheevidencerelieduponbyCongressinreauthorizingtheDBEProgramisinsufficientandgenerallycritiquethereports,studies,andevidencefromtheCongressionalrecordproducedbytheFederalDefendants.Id.at*13.But,theCourtfoundthatplaintiffsdidnotraiseanyspecificissueswithrespecttotheFederalDefendants’profferedevidenceofdiscrimination.Id.*14.PlaintiffshadarguedthatnopartycouldeveraffordtoretainanexperttoanalyzethenumerousstudiessubmittedasevidencebytheFederalDefendantsandfindalloftheflaws.Id.*14.FederalDefendantshadproffereddisparitystudiesfromthroughouttheUnitedStatesoveraperiodofyearsinsupportoftheFederalDBEProgram.Id.at*14.Basedonthesestudies,theFederalDefendants’consultantconcludedthatminoritiesandwomenformedbusinessesatdisproportionatelylowerratesandtheirbusinessesearnstatisticallylessthanbusinessesownedbymenornon‐minorities.Id.at*6.

TheFederalDefendants’consultantalsodescribedstudiessupportingtheconclusionthatthereiscreditdiscriminationagainstminority‐andwomen‐ownedbusinesses,concludedthatthereisaconsistentandstatisticallysignificantunderutilizationofminority‐andwomen‐ownedbusinessesinpubliccontracting,andspecificallyfoundthatdiscriminationexistedinMnDOTcontractingwhennorace‐consciouseffortswereutilized.Id.*6.TheCourtnotesthatCongresshadconsideredaplethoraofevidencedocumentingthecontinuedpresenceofdiscriminationintransportationprojectsutilizingFederaldollars.Id.at*5.

TheCourtconcludedthatneitheroftheplaintiffs’contentionsestablishedthatCongresslackedasubstantialbasisintheevidencetosupportitsconclusionthatrace‐basedremedialactionwasnecessarytoaddressdiscriminationinpublicconstructioncontracting.Id.at*14.TheCourtrejectedplaintiffs’argumentthatbecauseCongressfoundmultipleformsofdiscriminationagainstminority‐andwomen‐ownedbusiness,thatevidenceshowedCongressfailedtoalsofindthatsuchbusinessesspecificallyfacediscriminationinpubliccontracting,orthatsuchdiscriminationisnotrelevanttotheeffectthatdiscriminationhasonpubliccontracting.Id.

TheCourtreferencedthedecisioninAdarandConstructors,Inc.228F.3dat1175‐1176.InAdarand,theCourtfoundevidencerelevanttoCongressionalenactmentoftheDBEProgramtoincludethatbothrace‐basedbarrierstoentryandtheongoingrace‐basedimpedimentstosuccessfacedbyminoritysubcontractingenterprisesarecausedeitherbycontinuingdiscriminationorthelingeringeffectsofpastdiscriminationontherelevantmarket.Id.at*14.

TheCourt,citingagainwithapprovalthedecisioninAdarandConstructors,Inc.,foundtheevidencepresentedbythefederalgovernmentdemonstratestheexistenceoftwokindsofdiscriminatorybarrierstominoritysubcontractingenterprises,bothofwhichshowastronglinkbetweenracialdisparitiesinthefederalgovernment’sdisbursementsofpublicfundsforconstructioncontractsandthechannelingofthosefundsduetoprivatediscrimination.Id.at*14,quoting,AdarandConstructors,Inc.228F.3dat1167‐68.Thefirstdiscriminatorybarriersaretotheformationofqualifiedminoritysubcontractingenterprisesduetoprivatediscrimination.Id.Theseconddiscriminatorybarriersaretofaircompetitionbetweenminorityandnon‐minoritysubcontractingenterprises,againduetoprivatediscrimination.Id.Bothkindsofdiscriminatorybarriersprecludeexistingminorityfirmsfromeffectivelycompetingforpublicconstructioncontracts.Id.

Accordingly,theCourtfoundthatCongress’considerationofdiscriminatorybarrierstoentryforDBEsaswellasdiscriminationinexistingpubliccontractingestablishastrongbasisintheevidenceforreauthorizationoftheFederalDBEProgram.Id.at*14.

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CourtrejectsPlaintiffs’generalcritiqueofevidenceasfailingtomeettheirburdenofproof.TheCourtheldthatplaintiffs’generalcritiqueofthemethodologyofthestudiesrelieduponbytheFederalDefendantsissimilarlyinsufficienttodemonstratethatCongresslackedasubstantialbasisintheevidence.Id.at*14.TheCourtstatedthattheEighthCircuitCourtofAppealshasalreadyrejectedplaintiffs’argumentthatCongresswasrequiredtofindspecificevidenceofdiscriminationinMinnesotainordertoenactthenationalProgram.Id.at*14.

Finally,theCourtpointedoutthatplaintiffshavefailedtopresentaffirmativeevidencethatnoremedialactionwasnecessarybecauseminority‐ownedsmallbusinessesenjoynon‐discriminatoryaccesstoandparticipationinhighwaycontracts.Id.at*15.Thus,theCourtconcludedthatplaintiffsfailedtomeettheirultimateburdentoprovethattheFederalDBEProgramisunconstitutionalonthisground.Id.at*15,quotingSherbrookeTurf,Inc.,345F.3dat971–73.

Therefore,theCourtheldthatplaintiffsdidnotmeettheirburdenofraisingagenuineissueofmaterialfactastowhetherthegovernmentmetitsevidentiaryburdeninreauthorizingtheDBEFederalProgram,andgrantedsummaryjudgmentinfavoroftheFederalDefendantswithrespecttothegovernment’scompellinginterest.Id.at*15.

2.Narrowlytailored.TheCourtstatesthatseveralfactorsareexaminedindeterminingwhetherrace‐consciousremediesarenarrowlytailored,andthatnumerousFederalCourtshavealreadyconcludedthattheDBEFederalProgramisnarrowlytailored.Id.at*15.PlaintiffsinthiscasedidnotdisputethevariousaspectsoftheFederalDBEProgramthatcourtshavepreviouslyfoundtodemonstratenarrowlytailoring.Id.Instead,plaintiffsargueonlythattheFederalDBEProgramisnotnarrowlytailoredonitsfacebecauseofoverconcentration.

Overconcentration.Plaintiffsarguedthatiftherecipientsoffederalfundsuseoverallindustryparticipationofminoritiestosetgoals,yetlimitactualDBEparticipationtoonlydefinedsmallbusinessesthatarelimitedintheworktheycanperform,thereisnowaytoavoidoverconcentrationofDBEparticipationinafew,limitedareasofMnDOTwork.Id.at*15.Plaintiffsassertedthatsmallbusinessescannotperformmostofthetypesofworkneededornecessaryforlargehighwayprojects,andiftheyhadthecapitaltodoit,theywouldnotbesmallbusinesses.Id.at*16.Therefore,plaintiffsarguedtheDBEProgramwillalwaysbeoverconcentrated.Id.

TheCourtstatesthatinorderforplaintiffstoprevailonthisfacialchallenge,plaintiffsmustestablishthattheoverconcentrationitidentifiesisunconstitutional,andthattherearenocircumstancesunderwhichtheFederalDBEProgramcouldbeoperatedwithoutoverconcentration.Id.TheCourtconcludesthatplaintiffs’claimfailsonthebasisthattherearecircumstancesunderwhichtheFederalDBEProgramcouldbeoperatedwithoutoverconcentration.Id.

First,theCourtfoundthatplaintiffsfailtoestablishthattheDBEProgramgoalswillalwaysbefulfilledinamannerthatcreatesoverconcentration,becausetheymisapprehendthenatureofthegoalsettingmandatedbytheDBEProgram.Id.at*16.TheCourtstatesthatrecipientssetgoalsforDBEparticipationbasedonevidenceoftheavailabilityofready,willingandableDBEstoparticipateonDOT‐assistedcontracts.Id.TheDBEProgram,accordingtotheCourt,necessarilytakesintoaccount,whendetermininggoals,thattherearecertaintypesofworkthatDBEsmayneverbeabletoperformbecauseofthecapitalrequirements.Id.Inotherwords,ifthereisatypeofworkthatnoDBEcanperform,therewillbenodemonstrableevidenceoftheavailabilityofready,willingandableDBEsinthattypeofwork,andthosenon‐existentDBEs

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willnotbefactoredintothelevelofDBEparticipationthatalocalitywouldexpectabsenttheeffectsofdiscrimination.Id.

Second,theCourtfoundthateveniftheDBEProgramcouldhavetheincidentaleffectofoverconcentrationinparticularareas,theDBEProgramfaciallyprovidesamplemechanismsforarecipientoffederalfundstoaddresssuchaproblem.Id.at*16.TheCourtnotesthatarecipientretainssubstantialflexibilityinsettingindividualcontractgoalsandspecificallymayconsiderthetypeofworkinvolved,thelocationofthework,andtheavailabilityofDBEsfortheworkoftheparticularcontract.Id.Ifoverconcentrationpresentsitselfasaproblem,theCourtpointsoutthatarecipientcanaltercontractgoalstofocuslessoncontractsthatrequireworkinanalreadyoverconcentratedareaandinsteadinvolveothertypesofworkwhereoverconcentrationofDBEsisnotpresent.Id.

ThefederalregulationsalsorequirecontractorstoengageingoodfaitheffortsthatrequirebreakingoutthecontractworkitemsintoeconomicallyfeasibleunitstofacilitateDBEparticipation.Id.Therefore,theCourtfound,theregulationsanticipatethepossibleissueidentifiedbyplaintiffsandrequireprimecontractorstosubdivideprojectsthatwouldotherwisetypicallyrequiremorecapitalorequipmentthanasingleDBEcanacquire.Id.Also,theCourt,statesthatrecipientsmayobtainwaiversoftheDBEProgram’sprovisionspertainingtooverallgoals,contractgoals,orgoodfaithefforts,if,forexample,localconditionsofoverconcentrationthreatenoperationoftheDBEProgram.Id.

TheCourtalsorejectsplaintiffsclaimthat49CFR§26.45(h),whichprovidesthatrecipientsarenotallowedtosubdividetheirannualgoalsinto“group‐specificgoals”,butrathermustprovideforparticipationbyallcertifiedDBEs,asevidencethattheDBEProgramleadstooverconcentration.Id.at*16.TheCourtnotesthatothercourtshaveinterpretedthisprovisiontomeanthatrecipientscannotapportionitsDBEgoalamongdifferentminoritygroups,andthereforetheprovisiondoesnotappeartoprohibitrecipientsfromidentifyingparticularoverconcentratedareasandremedyingoverconcentrationinthoseareas.Id.at*16.And,eveniftheprovisionoperatedasplaintiffssuggested,thatprovisionissubjecttowaiveranddoesnotaffectarecipient’sabilitytotailorspecificcontractgoalstocombatoverconcentration.Id.at*16,n.5.

TheCourtstateswithrespecttooverconcentrationspecifically,thefederalregulationsprovidethatrecipientsmayuseincentives,technicalassistance,businessdevelopmentprograms,mentor‐protégéprograms,andotherappropriatemeasuresdesignedtoassistDBEsinperformingworkoutsideofthespecificfieldinwhichtherecipienthasdeterminedthatnon‐DBEsareundulyburdened.Id.at*17.AllofthesemeasurescouldbeusedbyrecipientstoshiftDBEsfromareasinwhichtheyareoverconcentratedtootherareasofwork.Id.at*17.

Therefore,theCourtheldthatbecausetheDBEProgramprovidesnumerousavenuesforrecipientsoffederalfundstocombatoverconcentration,theCourtconcludedthatplaintiffs’facialchallengetotheProgramfails,andgrantedtheFederalDefendants’motionforsummaryjudgment.Id.

C.Facialchallengedbasedonvagueness.TheCourtheldthatplaintiffscouldnotmaintainafacialchallengeagainsttheFederalDBEProgramforvagueness,astheirconstitutionalchallengestotheProgramarenotbasedintheFirstAmendment.Id.at*17.TheCourtstatesthattheEighthCircuitCourtofAppealshasheldthatcourtsneednotconsiderfacialvaguenesschallengesbaseduponconstitutionalgroundsotherthantheFirstAmendment.Id.

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TheCourtthusgrantedFederalDefendants’motionforsummaryjudgmentwithrespecttoplaintiffs’facialclaimforvaguenessbasedontheallegationthattheFederalDBEProgramdoesnotdefine“reasonable”forpurposesofwhenaprimecontractorisentitledtorejectaDBEs’bidonthebasisofpricealone.Id.

D.As‐AppliedChallengestoMnDOT’sDBEProgram:MnDOT’sprogramheldnarrowlytailored.Plaintiffsbroughtthreeas‐appliedchallengesagainstMnDOT’simplementationoftheFederalDBEProgram,allegingthatMnDOThasfailedtosupportitsimplementationoftheProgramwithevidenceofdiscriminationinitscontracting,setsinappropriategoalsforDBEparticipation,andhasfailedtorespondtooverconcentrationinthetrafficcontrolindustry.Id.at*17.

1.Allegedfailuretofindevidenceofdiscrimination.TheCourtheldthatastate’simplementationoftheFederalDBEProgrammustbenarrowlytailored.Id.at*18.ToshowthatastatehasviolatedthenarrowtailoringrequirementoftheFederalDBEProgram,theCourtsaysachallengermustdemonstratethat“betterdatawasavailable”andtherecipientoffederalfunds“wasotherwiseunreasonableinundertaking[its]thoroughanalysisandinrelyingonitsresults.”Id.,quotingSherbrookTurf,Inc.at973.

Plaintiffs’expertcritiquedthestatisticalmethodsusedandconclusionsdrawnbytheconsultantforMnDOTinfindingthatdiscriminationagainstDBEsexistsinMnDOTcontractingsufficienttosupportoperationoftheDBEProgram.Id.at*18.Plaintiffs’expertalsocritiquedthemeasuresofDBEavailabilityemployedbytheMnDOTconsultantandthefacthemeasureddiscriminationinbothprimeandsubcontractingmarkets,insteadofsolelyinsubcontractingmarkets.Id.

Plaintiffspresentnoaffirmativeevidencethatdiscriminationdoesnotexist.TheCourtheldthatplaintiffs’disputeswithMnDOT’sconclusionthatdiscriminationexistsinpubliccontractingareinsufficienttoestablishthatMnDOT’simplementationoftheFederalDBEProgramisnotnarrowlytailored.Id.at*18.First,theCourtfoundthatitisinsufficienttoshowthat“datawassusceptibletomultipleinterpretations,”instead,plaintiffsmust“presentaffirmativeevidencethatnoremedialactionwasnecessarybecauseminority‐ownedsmallbusinessesenjoynon‐discriminatoryaccesstoandparticipationinhighwaycontracts.”Id.at*18,quotingSherbrookeTurf,Inc.,345F.3dat970.Here,theCourtfound,plaintiffs’experthasnotpresentedaffirmativeevidenceuponwhichtheCourtcouldconcludethatnodiscriminationexistsinMinnesota’spubliccontracting.Id.at*18.

Asforthemeasuresofavailabilityandmeasurementofdiscriminationinbothprimeandsubcontractingmarkets,bothofthesepracticesareincludedinthefederalregulationsaspartofthemechanismsforgoalsetting.Id.at*18.TheCourtfoundthatitwouldmakelittlesensetoseparateprimecontractorandsubcontractoravailability,whenDBEswillalsocompeteforprimecontractsandanysuccesswillbereflectedintherecipient’scalculationofsuccessinmeetingtheoverallgoal.Id.at*18,quotingNorthernContracting,Inc.v.Illinois,473F.3d715,723(7thCir.2007).BecausethesefactorsarepartofthefederalregulationsdefiningstategoalsettingthattheEighthCircuitCourtofAppealshasalreadyapprovedinassessingMnDOT’scompliancewithnarrowtailoringinSherbrookeTurf,theCourtconcludedthesecriticismsdonotestablishthatMnDOThasviolatedthenarrowtailoringrequirement.Id.at*18.

Inaddition,theCourtheldthesecriticismsfailtoestablishthatMnDOTwasunreasonableinundertakingitsthoroughanalysisandrelyingonitsresults,andconsequentlydonotshowlackofnarrowtailoring.Id.at*18.Accordingly,theCourtgrantedtheStatedefendants’motionforsummaryjudgmentwithrespecttothisclaim.

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2.Allegedinappropriategoalsetting.PlaintiffssecondchallengewastotheaspirationalgoalsMnDOThassetforDBEperformancebetween2009and2015.Id.at*19.TheCourtfoundthatthegoalsettingviolationstheplaintiffsallegedarenotthetypesofviolationsthatcouldreasonablybeexpectedtorecur.Id.PlaintiffsraisednumerousargumentsregardingthedataandmethodologyusedbyMnDOTinsettingitsearliergoals.Id.But,plaintiffsdidnotdisputethateverythreeyearsMnDOTconductsanentirelynewanalysisofdiscriminationintherelevantmarketandestablishesnewgoals.Id.Therefore,disputesoverthedatacollectionandcalculationsusedtosupportgoalsthatarenolongerineffectaremoot.Id.Thus,theCourtonlyconsideredplaintiffs’challengestothe2013–2015goals.Id.

Plaintiffsraisedthesamechallengestothe2013–2015goalsasitdidtoMnDOT’sfindingofdiscrimination,namelythatthegoalsrelyonmultipleapproachestoascertaintheavailabilityofDBEsandrelyonameasurementofdiscriminationthataccountsforbothprimeandsubcontractingmarkets.Id.at*19.BecausethesechallengesidentifyonlyadifferentinterpretationofthedataanddonotestablishthatMnDOTwasunreasonableinrelyingontheoutcomeoftheconsultants’studies,plaintiffshavefailedtodemonstrateamaterialissueoffactrelatedtoMnDOT’snarrowtailoringasitrelatestogoalsetting.Id.

3.Allegedoverconcentrationinthetrafficcontrolmarket.Plaintiffs’finalargumentwasthatMnDOT’simplementationoftheDBEProgramviolatestheEqualProtectionClausebecauseMnDOThasfailedtofindoverconcentrationinthetrafficcontrolmarketandcorrectforsuchoverconcentration.Id.at*20.MnDOTpresentedanexpertreportthatreviewedfourdifferentindustriesintowhichplaintiffs’workfallsbasedonNAICscodesthatfirmsconductingtrafficcontrol‐typeworkidentifythemselvesby.Id.Afterconductingadisproportionalitycomparison,theconsultantconcludedthattherewasnotstatisticallysignificantoverconcentrationofDBEsinplaintiffs’typeofwork.

Plaintiffs’expertfoundthatthereisoverconcentration,butrelieduponsixothercontractorsthathavepreviouslybidonMnDOTcontracts,whichplaintiffsbelieveperformthesametypeofworkasplaintiff.Id.at*20.But,theCourtfoundplaintiffshaveprovidednoauthorityforthepropositionthatthegovernmentmustconformitsimplementationoftheDBEProgramtoeveryindividualbusiness’self‐assessmentofwhatindustrygrouptheyfallintoandwhatotherbusinessesaresimilar.Id.

TheCourtheldthattorequiretheStatetorespondtoandadjustitscalculationsonaccountofsuchachallengebyasinglebusinesswouldplaceanimpossibleburdenonthegovernmentbecauseanindividualbusinesscouldalwaysmakeanargumentthatsomeoftheotherentitiesintheworkareathegovernmenthasgroupeditintoarenotalike.Id.at*20.This,theCourtstates,wouldrequirethegovernmenttorunendlessiterationsofoverconcentrationanalysestosatisfyeachbusinessthatnon‐DBEsarenotbeingundulyburdenedinitsself‐definedgroup,whichwouldbequiteburdensome.Id.

BecauseplaintiffsdidnotshowthatMnDOT’srelianceonitsoverconcentrationanalysisusingNAICscodeswasunreasonableorthatoverconcentrationexistsinitstypeofworkasdefinedbyMnDOT,ithasnotestablishedthatMnDOThasviolatednarrowtailoringbyfailingtoidentifyoverconcentrationorfailingtoaddressit.Id.at*20.Therefore,theCourtgrantedtheStatedefendants’motionforsummaryjudgmentwithrespecttothisclaim.

III.ClaimsUnder42U.S.C.§1981and42U.S.C.§2000.BecausetheCourtconcludedthatMnDOT’sactionsareincompliancewiththeFederalDBEProgram,itsadherencetothatProgramcannotconstituteabasisforaviolationof§1981.Id.at*21.Inaddition,becausethe

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CourtconcludedthatplaintiffsfailedtoestablishaviolationoftheEqualProtectionClause,itgrantedthedefendants’motionsforsummaryjudgmentonthe42U.S.C.§2000dclaim.

Holding.Therefore,theCourtgrantedtheFederalDefendants’motionforsummaryjudgmentandtheStates’defendants’motiontodismiss/motionforsummaryjudgment,anddismissedalltheclaimsassertedbytheplaintiffs.

12. Dunnet Bay Construction Company v. Gary Hannig, in its official capacity as Secretary of Transportation for the Illinois DOT and the Illinois DOT, 2014 WL 552213 (C.D. Ill. 2014), affirmed, Dunnet Bay Construction Co. v. Borggren, Illinois DOT, et al., 799 F.3d 676, 2015 WL 4934560 (7th Cir. 2015). 

InDunnetBayConstructionCompanyv.GaryHannig,initsofficialcapacityasSecretaryoftheIllinoisDOTandtheIllinoisDOT,2014WL552213(C.D.Ill.Feb.12,2014),plaintiffDunnetBayConstructionCompanybroughtalawsuitagainsttheIllinoisDepartmentofTransportation(IDOT)andtheSecretaryofIDOTinhisofficialcapacitychallengingtheIDOTDBEProgramanditsimplementationoftheFederalDBEProgram,includinganallegedunwritten“nowaiver”policy,andclaimingthattheIDOT’sprogramisnotnarrowlytailored.

MotiontoDismisscertainclaimsgranted.IDOTinitiallyfiledaMotiontoDismisscertainCountsoftheComplaint.TheUnitedStatesDistrictCourtgrantedtheMotiontoDismissCountsI,IIandIIIagainstIDOTprimarilybasedonthedefenseofimmunityundertheEleventhAmendmenttotheUnitedStatesConstitution.TheOpinionheldthatclaimsinCountsIandIIagainstSecretaryHannigofIDOTinhisofficialcapacityremainedinthecase.

Inaddition,theotherCountsoftheComplaintthatremainedinthecasenotsubjecttotheMotiontoDismiss,soughtdeclaratoryandinjunctivereliefanddamagesbasedonthechallengetotheIDOTDBEProgramanditsapplicationbyIDOT.PlaintiffDunnetBayallegedtheIDOTDBEProgramisunconstitutionalbasedontheunwrittenno‐waiverpolicy,requiringDunnetBaytomeetDBEgoalsanddenyingDunnetBayawaiverofthegoalsdespiteitsgoodfaithefforts,andbasedonotherallegations.DunnetBaysoughtadeclaratoryjudgmentthatIDOT’sDBEprogramdiscriminatesonthebasisofraceintheawardoffederal‐aidhighwayconstructioncontractsinIllinois.

MotionsforSummaryJudgment.SubsequenttotheCourt’sOrdergrantingthepartialMotiontoDismiss,DunnetBayfiledaMotionforSummaryJudgment,assertingthatIDOThaddepartedfromthefederalregulationsimplementingtheFederalDBEProgram,thatIDOT’simplementationoftheFederalDBEProgramwasnotnarrowlytailoredtofurtheracompellinggovernmentalinterest,andthattherefore,theactionsofIDOTcouldnotwithstandstrictscrutiny.2014WL552213at*1.IDOTalsofiledaMotionforSummaryJudgment,allegingthatallapplicableguidelinesfromthefederalregulationswerefollowedwithrespecttotheIDOTDBEProgram,andbecauseIDOTisfederallymandatedanddidnotabuseitsfederalauthority,IDOT’sDBEProgramisnotsubjecttoattack.Id.

IDOTfurtherassertedinitsMotionforSummaryJudgmentthatthereisnoEqualProtectionviolation,claimingthatneithertherejectionofthebidbyDunnetBay,northedecisiontore‐bidtheproject,wasbaseduponDunnetBay’srace.IDOTalsoassertedthat,becauseDunnetBaywasrelyingontherightsofothersandwasnotdeniedequalopportunitytocompeteforgovernmentcontracts,DunnetBaylackedstandingtobringaclaimforracialdiscrimination.

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Factualbackground.PlaintiffDunnetBayConstructionCompanyisownedbytwowhitemalesandisengagedinthebusinessofgeneralhighwayconstruction.IthasbeenqualifiedtoworkonIDOThighwayconstructionprojects.Inaccordancewiththefederalregulations,IDOTpreparedandsubmittedtotheUSDOTforapprovalaDBEProgramgoverningfederallyfundedhighwayconstructioncontracts.Forfiscalyear2010,IDOTestablishedanoverallaspirationalDBEgoalof22.77percentforDBEparticipation,anditprojectedthat4.12percentoftheoverallgoalcouldbemetthroughraceneutralmeasuresandtheremaining18.65percentwouldrequiretheuseofrace‐consciousgoals.2014WL552213at*3.IDOTnormallyachievedsomewherebetween10and14percentparticipationbyDBEs.Id.TheoverallaspirationalgoalwasbaseduponastatewidedisparitystudyconductedonbehalfofIDOTin2004.

UtilizationgoalsundertheIDOTDBEProgramDocumentaredeterminedbaseduponanassessmentforthetypeofwork,locationofthework,andtheavailabilityofDBEcompaniestodoapartofthework.Id.at*4.Eachpayitemforaproposedcontractisanalyzedtodetermineifthereareatleasttwoready,willing,andableDBEstoperformthepayitem.Id.ThecapacityoftheDBEs,theirwillingnesstoperformtheworkintheparticulardistrict,andtheirpossessionofthenecessaryworkforceandequipmentarealsofactorsintheoveralldetermination.Id.

Initially,IDOTcalculatedtheDBEgoalfortheEisenhowerProjecttobe8percent.WhengoalswerefirstsetontheEisenhowerProject,takingintoaccounteveryitemlistedforwork,themaximumpotentialgoalforDBEparticipationfortheEisenhowerProjectwas20.3percent.Eventually,anoverallgoalofapproximately22percentwasset.Id.at*4.

Atthebidopening,DunnetBay’sbidwasthelowestreceivedbyIDOT.ItslowbidwasoverIDOT’sestimatefortheproject.DunnetBay,initsbid,identified8.2percentofitsbidforDBEs.ThesecondlowbidderprojectedDBEparticipationof22percent.DunnetBay’sDBEparticipationbiddidnotmeetthepercentageparticipationinthebiddocuments,andthusIDOTconsideredDunnetBay’sgoodfaitheffortstomeettheDBEgoal.IDOTrejectedDunnetBay’sbiddeterminingthatDunnetBayhadnotdemonstratedagoodfaithefforttomeettheDBEgoal.Id.at*9.

TheCourtfoundthatalthoughitwasthelowbidderfortheconstructionproject,DunnetBaydidnotmeetthegoalforparticipationofDBEsdespiteitsallegedgoodfaithefforts.IDOTcontendeditfollowedallapplicableguidelinesinhandlingtheDBEProgram,andthatbecauseitdidnotabuseitsfederalauthorityinadministeringtheProgram,theIDOTDBEProgramisnotsubjecttoattack.Id.at*23.IDOTfurtherassertedthatneitherrejectionofDunnetBay’sbidnorthedecisiontore‐bidtheProjectwasbasedonitsraceorthatofitsowners,andthatDunnetBaylackedstandingtobringaclaimforracialdiscriminationonbehalfofothers(i.e.,smallbusinessesoperatedbywhitemales).Id.at*23.

TheCourtfoundthatthefederalregulationsrecommendanumberofnon‐mandatory,non‐exclusiveandnon‐exhaustiveactionswhenconsideringabidder’sgoodfaitheffortstoobtainDBEparticipation.Id.at*25.ThefederalregulationsalsoprovidethestateDOTmayconsidertheabilityofotherbidderstomeetthegoal.Id.

IDOTimplementingtheFederalDBEProgramisactingasanagentofthefederalgovernmentinsulatedfromconstitutionalattackabsentshowingthestateexceededfederalauthority.TheCourtheldthatastateentitysuchasIDOTimplementingacongressionallymandatedprogrammayrely“onthefederalgovernment’scompellinginterestinremedyingtheeffectsofpassdiscriminationinthenationalconstructionmarket.”Id.at*26,quotingNorthernContractingCo.,Inc.v.Illinois,473F.3d715at720‐21(7thCir.2007).Inthese

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instances,theCourtstated,thestateisactingasanagentofthefederalgovernmentandis“insulatedfromthissortofconstitutionalattack,absentashowingthatthestateexceededitsfederalauthority.“Id.at*26,quotingNorthernContracting,Inc.,473F.3dat721.TheCourtheldthataccordingly,any“challengetoastate’sapplicationofafederallymandatedprogrammustbelimitedtothequestionofwhetherthestateexceededitsauthority.“Id.at*26,quotingNorthernContracting,Inc.,473.F.3dat722.Therefore,theCourtidentifiedthekeyissueasdeterminingifIDOTexceededitsauthoritygrantedunderthefederalrulesorifDunnetBay’schallengesareforeclosedbyNorthernContracting.Id.at*26.

TheCourtfoundthatIDOTdidinfactemployathoroughprocessbeforearrivingatthe22percentDBEparticipationgoalfortheEisenhowerProject.Id.at*26.TheCourtalsoconcluded“becausethefederalregulationsdonotspecifyaprocedureforarrivingatcontractgoals,itisnotapparenthowIDOTcouldhaveexceededitsfederalauthority.AnychallengeonthisfactorfailsunderNorthernContracting.”Id.at*26.Therefore,theCourtconcludedthereisnobasisforfindingthattheDBEgoalwasarbitrarilysetorthatIDOTexceededitsfederalauthoritywithrespecttothisfactor.Id.at*27.

The“no‐waiver”policy.TheCourtheldthattherewasnotano‐waiverpolicyconsideringallthetestimonyandfactualevidence.Inparticular,theCourtpointedoutthatawaiverwasinfactgrantedinconnectionwiththesamebidlettingatissueinthiscase.Idat*27.TheCourtfoundthatIDOTgrantedawaiveroftheDBEparticipationgoalforanotherconstructioncontractoronadifferentcontract,butunderthesamebidlettinginvolvedinthismatter.Id.

Thus,theCourtheldthatDunnetBay’sassertionthatIDOTadopteda“no‐waiver”policywasunsupportedandcontrarytotherecordevidence.Id.at*27.TheCourtfoundtheundisputedfactsestablishedthatIDOTdidnothavea“no‐waiver”policy,andthatIDOTdidnotexceeditsfederalauthoritybecauseitdidnotadopta“no‐waiver”policy.Id.Therefore,theCourtagainconcludedthatanychallengebyDunnetBayonthisfactorfailedpursuanttotheNorthernContractingdecision.

IDOT’sdecisiontorejectDunnetBay’sbidbasedonlackofgoodfaitheffortsdidnotexceedIDOT’sauthorityunderfederallaw.TheCourtfoundthatIDOThassignificantdiscretionunderfederalregulationsandisoftencalledupontomakea“judgmentcall”regardingtheeffortsofthebidderintermsofestablishinggoodfaithattempttomeettheDBEgoals.Id.at*28.TheCourtstateditwasunabletoconcludethatIDOTerredindeterminingDunnetBaydidnotmakeadequategoodfaithefforts.Id.TheCourtsurmisedthatthestrongestevidencethatDunnetBaydidnottakeallnecessaryandreasonablestepstoachievetheDBEgoalisthatitsDBEparticipationwasunder9percentwhileotherbidderswereabletoreachthe22percentgoal.Id.Accordingly,theCourtconcludedthatIDOT’sdecisionrejectingDunnetBay’sbidwasconsistentwiththeregulationsanddidnotexceedIDOT’sauthorityunderthefederalregulations.Id.

TheCourtalsorejectedDunnetBay’sargumentthatIDOTfailedtoprovideDunnetBaywithawrittenexplanationastowhyitsgoodfaitheffortswerenotsufficient,andthusthereweredeficiencieswiththereconsiderationofDunnetBay’sbidandeffortsasrequiredbythefederalregulations.Id.at*29.TheCourtfounditwasunabletoconcludethatatechnicalviolationsuchastoprovideDunnetBaywithawrittenexplanationwillprovideanyrelieftoDunnetBay.Id.Additionally,theCourtfoundthatbecauseIDOTrebidtheproject,DunnetBaywasnotprejudicedbyanydeficiencieswiththereconsideration.Id.

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TheCourtemphasizedthatbecauseofthedecisiontorebidtheproject,IDOTwasnotevenrequiredtoholdareconsiderationhearing.Id.at*24.BecausethedecisiononreconsiderationastogoodfaitheffortsdidnotexceedIDOT’sauthorityunderfederallaw,theCourtheldDunnetBay’sclaimfailedundertheNorthernContractingdecision.Id.

DunnetBaylackedstandingtoraiseanequalprotectionclaim.TheCourtfoundthatDunnetBaywasnotdisadvantagedinitsabilitytocompeteagainstaraciallyfavoredbusiness,andneitherIDOT’srejectionofDunnetBay’sbidnorthedecisiontorebidwasbasedontheraceofDunnetBay’sownersoranyclass‐basedanimus.Idat*29.TheCourtstatedthatDunnetBaydidnotpointtoanyotherbusinessthatwasgivenacompetitiveadvantagebecauseoftheDBEgoals.Id.DunnetBaydidnotciteanycaseswhichinvolveplaintiffsthataresimilarlysituatedtoit‐businessesthatarenotatacompetitivedisadvantageagainstminority‐ownedcompaniesorDBEs‐andhavebeendeterminedtohavestanding.Id.at*30.

TheCourtconcludedthatanycompanysimilarlysituatedtoDunnetBayhadtomeetthesameDBEgoalunderthecontract.Id.DunnetBay,theCourtheld,wasnotatacompetitivedisadvantageand/orunabletocompeteequallywiththosegivenpreferentialtreatment.Id.

DunnetBaydidnotpointtoanothercontractorthatdidnothavetomeetthesamerequirementsitdid.TheCourtthusconcludedthatDunnetBaylackedstandingtoraiseanequalprotectionchallengebecauseithadnotsufferedaparticularizedinjurythatwascausedbyIDOT.Id.at*30.DunnetBaywasnotdeprivedoftheabilitytocompeteonanequalbasis.Id.Also,basedontheamountofitsprofits,DunnetBaydidnotqualifyasasmallbusiness,andtherefore,itlackedstandingtovindicatetherightsofahypotheticalwhite‐ownedsmallbusiness.Id.at*30.BecausetheCourtfoundthatDunnetBaywasnotdeniedtheabilitytocompeteonanequalfootinginbiddingonthecontract,DunnetBaylackedstandingtochallengetheDBEProgrambasedontheEqualProtectionClause.Id.at*30.

DunnetBaydidnotestablishequalprotectionviolationevenifithadstanding.TheCourtheldthatevenifDunnetBayhadstandingtobringanequalprotectionclaim,IDOTstillisentitledtosummaryjudgment.TheCourtstatedtheSupremeCourthasheldthatthe“injuryinfact”inanequalprotectioncasechallengingaDBEProgramisthedenialofequaltreatmentresultingfromtheimpositionofthebarrier,nottheultimateinabilitytoobtainthebenefit.Id.at*31.DunnetBay,theCourtsaid,impliedthatbutforthealleged“no‐waiver”policyandDBEgoalswhichwerenotnarrowlytailoredtoaddressdiscrimination,itwouldhavebeenawardedthecontract.TheCourtagainnotedtherecordestablishedthatIDOTdidnothavea“no‐waiver”policy.Id.at*31.

TheCourtalsofoundthatbecausethegravamenofequalprotectionliesnotinthefactofdeprivationofarightbutintheinvidiousclassificationofpersons,itdoesnotappearDunnetBaycanassertaviableclaim.Id.at*31.TheCourtstateditisunawareofanyauthoritywhichsuggeststhatDunnetBaycanestablishanequalprotectionviolationevenifitcouldshowthatIDOTfailedtocomplywiththeregulationsrelatingtotheDBEProgram.Id.TheCourtsaidthatevenifIDOTdidemploya“no‐waiverpolicy,”suchapolicywouldnotconstituteanequalprotectionviolationbecausethefederalregulationsdonotconferspecificentitlementsuponanyindividuals.Id.at*31.

Inordertosupportanequalprotectionclaim,theplaintiffwouldhavetoestablishitwastreatedlessfavorablythananotherentitywithwhichitwassimilarlysituatedinallmaterialrespects.Id.at*51.Basedontherecord,theCourtstateditcouldonlyspeculatewhetherDunnetBayoranotherentitywouldhavebeenawardedacontractwithoutIDOT’sDBEProgram.But,theCourt

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founditneednotspeculateastowhetherDunnetBayoranothercompanywouldhavebeenawardedthecontract,becausewhatisimportantforequalprotectionanalysisisthatDunnetBaywastreatedthesameasotherbidders.Id.at*31.EverybidderhadtomeetthesamepercentagegoalforsubcontractingtoDBEsormakegoodfaithefforts.Id.BecauseDunnetBaywasheldtothesamestandardsaseveryotherbidder,itcannotestablishitwasthevictimofdiscriminationpursuanttotheEqualProtectionClause.Id.Therefore,IDOT,theCourtheld,isentitledtosummaryjudgmentonDunnetBay’sclaimsundertheEqualProtectionClauseandunderTitleVI.

Conclusion.TheCourtconcludedIDOTisentitledtosummaryjudgment,holdingDunnetBaylackedstandingtoraiseanequalprotectionchallengebasedonrace,andthatevenifDunnetBayhadstanding,DunnetBaywasunabletoshowthatitwouldhavebeenawardedthecontractintheabsenceofanyviolation.Id.at*32.Anyotherfederalclaims,theCourtheld,wereforeclosedbytheNorthernContractingdecisionbecausethereisnoevidenceIDOTexceededitsauthorityunderfederallaw.Id.Finally,theCourtfoundDunnetBayhadnotestablishedthelikelihoodoffutureharm,andthuswasnotentitledtoinjunctiverelief.

13. M.K. Weeden Construction v. State of Montana, Montana Department of Transportation, et al., 2013 WL 4774517 (D. Mont.) (September 4, 2013) 

Thiscaseinvolvedachallengebyaprimecontractor,M.K.WeedenConstruction,Inc.(“Weeden”)againsttheStateofMontana,MontanaDepartmentofTransportationandothers,totheDBEProgramadoptedbyMDTimplementingtheFederalDBEProgramat49CFRPart26.WeedensoughtanapplicationforTemporaryRestrainingOrderandPreliminaryInjunctionagainsttheStateofMontanaandtheMDT.

Factualbackgroundandclaims.Weedenwasthelowdollarbidderwithabidof$14,770,163.01ontheArrowCreekSlideProject.Theprojectreceivedfederalfunding,andassuch,wasrequiredtocomplywiththeUSDOT’sDBEProgram.2013WL4774517at*1.MDThadestablishedanoverallgoalof5.83percentDBEparticipationinMontana’shighwayconstructionprojects.OntheArrowCreekSlideProject,MDTestablishedaDBEgoalof2percent.Id.

PlaintiffWeeden,althoughitsubmittedthelowdollarbid,didnotmeetthe2percentDBErequirement.2013WL4774517at*1.Weedenclaimedthatitsbidreliedupononly1.87percentDBEsubcontractors(althoughthecourtpointsoutthatWeeden’sbidactuallyidentifiedonly.81percentDBEsubcontractors).Weedenwastheonlybidderoutofthesixbidderswhodidnotmeetthe2percentDBEgoal.Theotherfivebiddersexceededthe2percentgoal,withbidsrangingfrom2.19percentDBEparticipationto6.98percentDBEparticipation.Id.at*2.

WeedenattemptedtoutilizeagoodfaithexceptiontotheDBErequirementundertheFederalDBEProgramandMontana’sDBEProgram.MDT’sDBEParticipationReviewCommitteeconsideredWeeden’sgoodfaithdocumentationandfoundthatWeeden’sbidwasnon‐compliantastotheDBErequirement,andthatWeedenfailedtodemonstrategoodfaitheffortstosolicitDBEsubcontractorparticipationinthecontract.2013WL4774517at*2.WeedenappealedthatdecisiontotheMDTDBEReviewBoardandappearedbeforetheBoardatahearing.TheDBEReviewBoardaffirmedtheCommitteedecisionfindingthatWeeden’sbidwasnotincompliancewiththecontractDBEgoalandthatWeedenhadfailedtomakeagoodfaithefforttocomplywiththegoal.Id.at*2.TheDBEReviewBoardfoundthatWeedenhadreceivedaDBEbidfortrafficcontrol,butWeedendecidedtoperformthatworkitselfinordertoloweritsbidamount.Id.at*2.Additionally,theDBEReviewBoardfoundthatWeeden’smassemailto

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158DBEsubcontractorswithoutanyfollowupwasaproformaeffortnotcreditedbytheReviewBoardasanactiveandaggressiveefforttoobtainDBEparticipation.Id.

PlaintiffWeedensoughtaninjunctioninfederaldistrictcourtagainstMDTtopreventitfromlettingthecontracttoanotherbidder.WeedenclaimedthatMDT’sDBEProgramviolatedtheEqualProtectionClauseoftheU.S.ConstitutionandtheMontanaConstitution,assertingthattherewasnosupportingevidenceofdiscriminationintheMontanahighwayconstructionindustry,andtherefore,therewasnogovernmentinterestthatwouldjustifyfavoringDBEentities.2013WL4774517at*2.WeedenalsoclaimedthatitsrighttoDueProcessundertheU.S.ConstitutionandMontanaConstitutionhadbeenviolated.Specifically,WeedenclaimedthatMDTdidnotprovidereasonablenoticeofthegoodfaitheffortrequirements.Id.

NoproofofirreparableharmandbalanceofequitiesfavorMDT.First,theCourtfoundthatWeedendidnotproveforacertaintythatitwouldsufferirreparableharmbasedontheCourt’sconclusionthatinthepastfouryears,Weedenhadobtainedsixstatehighwayconstructioncontractsvaluedatapproximately$26million,andthatMDThad$50millionmoreinhighwayconstructionprojectstobeletduringtheremainderof2013alone.2013WL4774517at*3.Thus,theCourtconcludedthatasdemonstratedbyitspastperformance,WeedenhasthecapacitytoobtainotherhighwayconstructioncontractsandthusthereislittleriskofirreparableinjuryintheeventMDTawardstheProjecttoanotherbidder.Id.

Second,theCourtfoundthebalanceoftheequitiesdidnottipinWeeden’sfavor.2013WL4774517at*3.WeedenhadassertedthatMDTandUSDOTrulesregardinggoodfaitheffortstoobtainDBEsubcontractorparticipationareconfusing,non‐specificandcontradictory.Id.TheCourtheldthatitisobvioustheotherfivebidderswereabletomeetandexceedthe2percentDBErequirementwithoutanydifficultywhatsoever.Id.TheCourtfoundthatWeeden’sbidisnotresponsivetotherequirements,thereforeisnotandcannotbethelowestresponsiblebid.Id.Thebalanceoftheequities,accordingtotheCourt,donottiltinfavorofWeeden,whodidnotmeettherequirementsofthecontract,especiallywhennumerousotherbiddersablydemonstratedanabilitytomeetthoserequirements.Id.

Nostanding.TheCourtalsoquestionedwhetherWeedenraisedanyseriousissuesonthemeritsofitsequalprotectionclaimbecauseWeedenisaprimecontractorandnotasubcontractor.SinceWeedenisaprimecontractor,theCourthelditisclearthatWeedenlacksArticleIIIstandingtoassertitsequalprotectionclaim.Id.at*3.TheCourtheldthataprimecontractor,suchasWeeden,isnotpermittedtochallengeMDT’sDBEProjectasifitwereanon‐DBEsubcontractorbecauseWeedencannotshowthatitwassubjectedtoaracialorgender‐basedbarrierinitscompetitionfortheprimecontract.Id.at*3.BecauseWeedenwasnotdeprivedoftheabilitytocompeteonequalfootingwiththeotherbidders,theCourtfoundWeedensufferednoequalprotectioninjuryandlacksstandingtoassertanequalprotectionclaimasitwereanon‐DBEsubcontractor.Id.

CourtappliesAGCv.CaliforniaDOTcase;evidencesupportsnarrowlytailoredDBEprogram.Significantly,theCourtfoundthatevenifWeedenhadstandingtopresentanequalprotectionclaim,MDTpresentedsignificantevidenceofunderutilizationofDBE’sgenerally,evidencethatsupportsanarrowlytailoredraceandgenderpreferenceprogram.2013WL4774517at*4.Moreover,theCourtnotedthatalthoughWeedenpointsoutthatsomebusinesscategoriesinMontana’shighwayconstructionindustrydonothaveahistoryofdiscrimination(namely,thecategoryofconstructionbusinessesincontrasttothecategoryofprofessionalbusinesses),theNinthCircuit“hasrecentlyrejectedasimilarargumentrequiringtheevidenceofdiscriminationineverysinglesegmentofthehighwayconstructionindustrybeforea

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preferenceprogramcanbeimplemented.”Id.,citingAssociatedGeneralContractorsv.CaliforniaDept.ofTransportation,713F.3d1187(9thCir.2013)(holdingthatCaltrans’DBEprogramsurvivedstrictscrutiny,wasnarrowlytailored,didnotviolateequalprotection,andwassupportedbysubstantialstatisticalandanecdotalevidenceofdiscrimination).

TheCourtstatedthatparticularlyrelevantinthiscase,“theNinthCircuitheldthatCalifornia’sDBEprogramneednotisolateconstructionfromengineeringcontractsorprimefromsubcontractstodeterminewhethertheevidenceineachandeverycategorygivesrisetoaninferenceofdiscrimination.”Id.at4,citingAssociatedGeneralContractorsv.CaliforniaDOT,713F.3dat1197.Instead,accordingtotheCourt,California–and,byextension,Montana–“isentitledtolookattheevidence‘initsentirety’todeterminewhetherthereare‘substantialdisparitiesinutilizationofminorityfirms’practicedbysomeelementsoftheconstructionindustry.”2013WL4774517at*4,quotingAGCv.CaliforniaDOT,713F.3dat1197.TheCourt,alsoquotingthedecisioninAGCv.CaliforniaDOT,said:“ItisenoughthattheanecdotalevidencesupportsCaltrans’statisticaldatashowingapervasivepatternofdiscrimination.”Id.at*4,quotingAGCv.CaliforniaDOT,713F.3dat1197.

TheCourtpointedoutthatthereisnoallegationthatMDThasexceededanyfederalrequirementordoneotherthancompliedwithUSDOTregulations.2013WL4774517at*4.Therefore,theCourtconcludedthatgiventhesimilaritiesbetweenWeeden’sclaimandAGC’sequalprotectionclaimagainstCaliforniaDOTintheAGCv.CaliforniaDOTcase,itdoesnotappearlikelythatWeedenwillsucceedonthemeritsofitsequalprotectionclaim.Id.at*4.

DueProcessclaim.TheCourtalsorejectedWeeden’sbaldassertionthatithasaprotectedpropertyrightinthecontractthathasnotbeenawardedtoitwherethegovernmentagencyretainsdiscretiontodeterminetheresponsivenessofthebid.TheCourtfoundthatMontanalawrequiresthatanawardofapubliccontractforconstructionmustbemadetothelowestresponsiblebidderandthattheapplicableMontanastatuteconfersuponthegovernmentagencybroaddiscretionintheawardofapublicworkscontract.Thus,alowerbiddersuchasWeedenrequiresnovestedpropertyrightinacontractuntilthecontracthasbeenawarded,whichhereobviouslyhadnotyetoccurred.2013WL4774517at*5.Inanyevent,theCourtnotedthatWeedenwasgrantednotice,hearingandappealforMDT’sdecisiondenyingthegoodfaithexceptiontotheDBEcontractrequirement,andthereforeitdoesnotappearlikelythatWeedenwouldsucceedonitsdueprocessclaim.Id.at*5.

HoldingandVoluntaryDismissal.TheCourtdeniedplaintiffWeeden’sapplicationforTemporaryRestrainingOrderandPreliminaryInjunction.Subsequently,WeedenfiledaNoticeofVoluntaryDismissalWithoutPrejudiceonSeptember10,2013.

14. Associated General Contractors of America, San Diego Chapter, Inc. v. California Department of Transportation, et al., U.S.D.C., E.D. Cal. Civil Action No. S‐09‐1622, Slip Opinion (E.D. Cal. April 20, 2011), appeal dismissed based on standing, on other grounds Ninth Circuit held Caltrans’ DBE Program constitutional, Associated General Contractors of America, San Diego Chapter, Inc. v. California Department of Transportation, et al., 713 F.3d 1187 (9th Cir. 2013) 

ThiscaseinvolvedachallengebytheAssociatedGeneralContractorsofAmerica,SanDiegoChapter,Inc.(“AGC”)againsttheCaliforniaDepartmentofTransportation(“Caltrans”),totheDBEprogramadoptedbyCaltransimplementingtheFederalDBEProgramat49CFRPart26.

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TheAGCsoughtaninjunctionagainstCaltransenjoiningitsuseoftheDBEprogramanddeclaratoryrelieffromthecourtdeclaringtheCaltransDBEprogramtobeunconstitutional.

Caltrans’DBEprogramseta13.5percentDBEgoalforitsfederally‐fundedcontracts.The13.5percentgoal,asimplementedbyCaltrans,includedutilizinghalfrace‐neutralmeansandhalfrace‐consciousmeanstoachievethegoal.SlipOpinionTranscriptat42.Caltransdidnotincludeallminoritiesintherace‐consciouscomponentofitsgoal,excludingHispanicmalesandSubcontinentAsianAmericanmales.Id.at42.Accordingly,therace‐consciouscomponentoftheCaltransDBEprogramappliedonlytoAfricanAmericans,NativeAmericans,AsianPacificAmericans,andwhitewomen.Id.

CaltransestablishedthisgoalanditsDBEprogramfollowingadisparitystudyconductedbyBBCResearch&Consulting,whichincludedgatheringstatisticalandanecdotalevidenceofraceandgenderdisparitiesintheCaliforniaconstructionindustry.SlipOpinionTranscriptat42.

Thepartiesfiledmotionsforsummaryjudgment.ThedistrictcourtissueditsrulingatthehearingonthemotionsforsummaryjudgmentgrantingCaltrans’motionforsummaryjudgmentinsupportofitsDBEprogramanddenyingthemotionforsummaryjudgmentfiledbytheplaintiffs.SlipOpinionTranscriptat54.ThecourtheldCaltrans’DBEprogramapplyingandimplementingtheprovisionsoftheFederalDBEProgramisvalidandconstitutional.Id.at56.

ThedistrictcourtanalyzedCaltrans’implementationoftheDBEprogramunderthestrictscrutinydoctrineandfoundtheburdenofjustifyingdifferenttreatmentbyethnicityorgenderisonthegovernment.ThedistrictcourtappliedtheNinthCircuitCourtofAppealsrulinginWesternStatesPavingCompanyv.WashingtonStateDOT,407F.3d983(9thCir.2005).Thecourtstatedthatthefederalgovernmenthasacompellinginterest“inensuringthatitsfundingisnotdistributedinamannerthatperpetuatestheeffectsofeitherpublicorprivatediscriminationwithinthetransportationcontractingindustry.”SlipOpinionTranscriptat43,quotingWesternStatesPaving,407F.3dat991,citingCityofRichmondv.J.A.CrosonCompany,488U.S.469(1989).

ThedistrictcourtpointedoutthattheNinthCircuitinWesternStatesPavingandtheTenthCircuitCourtofAppealsandtheEighthCircuitCourtofAppealshaveupheldthefacialvalidityoftheFederalDBEProgram.

ThedistrictcourtstatedthatbasedonWesternStatesPaving,thecourtisrequiredtolookattheCaltransDBEprogramitselftoseeifthereisastrongbasisinevidencetoshowthatCaltransisactingforaproperpurposeandiftheprogramitselfhasbeennarrowlytailored.SlipOpinionTranscriptat45.Thecourtconcludedthatnarrowtailoring“doesnotrequireexhaustionofeveryconceivablerace‐neutralalternative,butitdoesrequireserious,good‐faithconsiderationofworkablerace‐neutralalternatives.”SlipOpinionTranscriptat45.

ThedistrictcourtidentifiedtheissuesaswhetherCaltranshasestablishedacompellinginterestsupportedbyastrongbasisinevidenceforitsprogram,anddoesCaltrans’race‐consciousprogrammeetthestrictscrutinyrequired.SlipOpinionTranscriptat51‐52.ThecourtalsophrasedtheissueaswhethertheCaltransDBEprogram,“whichdoesgivepreferencebasedonraceandsex,whetherthatprogramisnarrowlytailoredtoremedytheeffectsofidentifieddiscrimination…”,andwhetherCaltranshascompliedwiththeNinthCircuit’sguidanceinWesternStatesPaving.SlipOpinionTranscriptat52.

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Thedistrictcourtheld“thatCaltranshasdonewhattheNinthCircuithasrequiredittodo,whatthefederalgovernmenthasrequiredittodo,andthatitclearlyhasimplementedaprogramwhichissupportedbyastrongbasisinevidencethatgivesrisetoacompellinginterest,andthatitsrace‐consciousprogram,theaspectoftheprogramthatdoesimplementrace‐consciousalternatives,itdoesunderastrict‐scrutinystandardmeettherequirementthatitbenarrowlytailoredassetforthinthecaselaw.”SlipOpinionTranscriptat52.

Thecourtrejectedtheplaintiff’sargumentsthatanecdotalevidencefailedtoidentifyspecificactsofdiscrimination,finding“therearenumerousinstancesofspecificdiscrimination.”SlipOpinionTranscriptat52.ThedistrictcourtfoundthataftertheWesternStatesPavingcase,Caltranswenttoaraciallyneutralprogram,andtheevidenceshowedthattheprogramwouldnotmeetthegoalsofthefederally‐fundedprogram,andthefederalgovernmentbecameconcernedaboutwhatwasgoingonwithCaltrans’programapplyingonlyrace‐neutralalternatives.Id.at52‐53.ThecourtthenpointedoutthatCaltransengagedinan“extensivedisparitystudy,anecdotalevidence,bothofwhichiswhatwasmissing”intheWesternStatesPavingcase.Id.at53.

ThecourtconcludedthatCaltrans“didexactlywhattheNinthCircuitrequired”andthatCaltranshasgone“asfarasisrequired.”SlipOpinionTranscriptat53.

Thecourtheldthatasamatteroflaw,theCaltransDBEprogramis,underWesternStatesPavingandtheSupremeCourtcases,“clearlyconstitutional,”and“narrowlytailored.”SlipOpinionTranscriptat56.ThecourtfoundtherearesignificantdifferencesbetweenCaltrans’programandtheprogramintheWesternStatesPavingcase.Id.at54‐55.InWesternStatesPaving,thecourtsaidtherewerenostatisticalstudiesperformedtotryandestablishthediscriminationinthehighwaycontractingindustry,andthatWashingtonsimplycomparedtheproportionofDBEfirmsinthestatewiththepercentageofcontractingfundsawardedtoDBEsonrace‐neutralcontractstocalculateadisparity.Id.at55.

ThedistrictcourtstatedthattheNinthCircuitinWesternStatesPavingfoundthistobeoversimplifiedandentitledtolittleweight“becauseitdidnottakeintoaccountfactorsthatmayaffecttherelativecapacityofDBEstoundertakecontractingwork.”SlipOpinionTranscriptat55.Whereas,thedistrictcourtheldthe“disparitystudyusedbyCaltranswasmuchmorecomprehensiveandaccountedforthisandotherfactors.”Id.at55.ThedistrictnotedthattheStateofWashingtondidnotintroduceanyanecdotalinformation.Thedifferenceinthiscase,thedistrictcourtfound,“isthatthedisparitystudyincludesbothextensivestatisticalevidence,aswellasanecdotalevidencegatheredthroughsurveysandpublichearings,whichsupportthestatisticalfindingsoftheunderutilizationfacedbyDBEswithouttheDBEprogram.Addtothattheanecdotalevidencesubmittedinsupportofthesummaryjudgmentmotionaswell.AndthisevidencebeforetheCourtclearlysupportsafindingthatthisprogramisconstitutional.”Id.at56.

Thecourtheldthatbecause“Caltrans’DBEprogramisbasedonsubstantialstatisticalandanecdotalevidenceofdiscriminationintheCaliforniacontractingindustryandbecausetheCourtfindsthatitisnarrowlytailored,theCourtupholdstheprogramasconstitutional.”SlipOpinionTranscriptat56.

ThedecisionofthedistrictcourtwasappealedtotheNinthCircuitCourtofAppeals.TheNinthCircuitdismissedtheappealbasedonlackofstandingbytheAGC,SanDiegoChapter,butruledonthemeritsonalternativegroundsholdingconstitutionalCaltrans’DBEProgram.SeediscussionaboveofAGC,SDCv.Cal.DOT.

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15. Geod Corporation v. New Jersey Transit Corporation, et al., 746 F. Supp.2d 642, 2010 WL 4193051 (D. N. J. October 19, 2010) 

Plaintiffs,whitemaleownersofGeodCorporation(“Geod”),broughtthisactionagainsttheNewJerseyTransitCorporation(“NJT”)allegingdiscriminatorypracticesbyNJTindesigningandimplementingtheFederalDBEProgram.746F.Supp2dat644.TheplaintiffsallegedthattheNJT’sDBEprogramviolatedtheUnitedStatesConstitution,42U.S.C.§1981,TitleVIoftheCivilRightsActof1964,42U.S.C.§2000(d)andstatelaw.ThedistrictcourtpreviouslydismissedthecomplaintagainstallDefendantsexceptforNJTandconcludedthatagenuineissuematerialfactexistedonlyastowhetherthemethodusedbyNJTtodetermineitsDBEgoalsduring2010weresufficientlynarrowlytailored,andthusconstitutional.Id.

NewJerseyTransitProgramandDisparityStudy.NJTreliedontheanalysisofconsultantsfortheestablishmentoftheirgoalsfortheDBEprogram.Thestudyestablishedtheeffectsofpastdiscrimination,thedistrictcourtfound,bylookingatthedisparityandutilizationofDBEscomparedtotheiravailabilityinthemarket.Id.at648.Thestudyusedseveraldatasetsandaveragedthefindingsinordertocalculatethisratio,including:(1)theNewJerseyDBEvendorList;(2)aSurveyofMinority‐OwnedBusinessEnterprises(SMOBE)andaSurveyofWomen‐OwnedEnterprises(SWOBE)asdeterminedbytheU.S.CensusBureau;and(3)detailedcontractfilesforeachracialgroup.Id.

Thecourtfoundthestudydeterminedanaverageannualutilizationof23percentforDBEs,andtoexaminepastdiscrimination,severalanalyseswereruntomeasurethedisparityamongDBEsbyrace.Id.at648.TheStudyfoundthatallbutonecategorywasunderutilizedamongtheracialandethnicgroups.Id.AllgroupsotherthanAsianDBEswerefoundtobeunderutilized.Id.

Thecourtheldthatthetestutilizedbythestudy,“conductedtoestablishapatternofdiscriminationagainstDBEs,provedthatdiscriminationoccurredagainstDBEsduringthepre‐qualificationprocessandinthenumberofcontractsthatareawardedtoDBEs.Id.at649.ThecourtfoundthatDBEsaremorelikelythannon‐DBEstobepre‐qualifiedforsmallconstructioncontracts,butarelesslikelytopre‐qualifyforlargerconstructionprojects.Id.

Forfiscalyear2010,thestudyconsultantfollowedthe“three‐stepprocesspursuanttoUSDOTregulationstoestablishtheNJTDBEgoal.”Id.at649.First,theconsultantdetermined“thebasefigurefortherelativeavailabilityofDBEsinthespecificindustriesandgeographicalmarketfromwhichDBEandnon‐DBEcontractorsaredrawn.”Id.Indeterminingthebasefigure,theconsultant(1)definedthegeographicmarketplace,(2)identified“therelevantindustriesinwhichNJTransitcontracts,”and(3)calculated“theweightedavailabilitymeasure.”Id.at649.

Thecourtfoundthatthestudyconsultantusedpoliticaljurisdictionalmethodsandvirtualmethodstopinpointthelocationofcontractsand/orcontractorsforNJT,anddeterminedthatthegeographicalmarketplaceforNJTcontractsincludedNewJersey,NewYorkandPennsylvania.Id.at649.TheconsultantusedcontractfilesobtainedfromNJTanddataobtainedfromDun&BradstreettoidentifytheindustrieswithwhichNJTcontractsinthesegeographicalareas.Id.TheconsultantthenusedexistingandestimatedexpendituresintheseparticularindustriestodetermineweightscorrespondingtoNJTcontractingpatternsinthedifferentindustriesforuseintheavailabilityanalysis.Id.

TheavailabilityofDBEswascalculatedbyusingthefollowingdata:UnifiedCertificationProgramBusinessDirectoriesforthestatesofNewJersey,NewYorkandPennsylvania;NJTVendorList;Dun&Bradstreetdatabase;2002SurveyofSmallBusinessOwners;andNJTPre‐

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QualificationList.Id.at649‐650.Theavailabilityrateswerethen“calculatedbycomparingthenumberofready,willing,andableminorityandwomen‐ownedfirmsinthedefinedgeographicmarketplacetothetotalnumberofready,willing,andablefirmsinthesamegeographicmarketplace.Id.TheavailabilityratesineachindustrywereweighedinaccordancewithNJTexpenditurestodetermineabasefigure.Id.

Second,theconsultantadjustedthebasefigureduetoevidenceofdiscriminationagainstDBEprimecontractorsanddisparitiesinsmallpurchasesandconstructionpre‐qualification.Id.at650.Thediscriminationanalysisexamineddiscriminationinsmallpurchases,discriminationinpre‐qualification,tworegressionanalyses,anEssexCountydisparitystudy,marketdiscrimination,andpreviousutilization.Id.at650.

TheFinalRecommendationsReportnotedthatthereweresizeabledifferencesinthesmallpurchasesawardstoDBEsandnon‐DBEswiththeawardstoDBEsbeingsignificantlysmaller.Id.at650.DBEswerealsofoundtobelesslikelytobepre‐qualifiedforcontractsover$1millionincomparisontosimilarlysituatednon‐DBEs.Id.Theregressionanalysisusingthedummyvariablemethodyieldedanaverageestimateofadiscriminatoryeffectof‐28.80percent.Id.Thediscriminationregressionanalysisusingtheresidualdifferencemethodshowedthatonaverage12.2percentofthecontractamountdisparityawardedtoDBEsandnon‐DBEswasunexplained.Id.

Theconsultantalsoconsideredevidenceofdiscriminationinthelocalmarketinaccordancewith49CFR§26.45(d).TheFinalRecommendationsReportcitedinthe2005EssexCountyDisparityStudysuggestedthatdiscriminationinthelabormarketcontributedtotheunexplainedportionoftheself‐employment,employment,unemployment,andwagegapsinEssexCounty,NewJersey.Id.at650.

TheconsultantrecommendedthatNJTfocusonincreasingthenumberofDBEprimecontractors.Becausequalitativeevidenceisdifficulttoquantify,accordingtotheconsultant,onlytheresultsfromtheregressionanalyseswereusedtoadjustthebasegoal.Id.Thebasegoalwasthenadjustedfrom19.74percentto23.79percent.Id.

Third,inordertopartitiontheDBEgoalbyrace‐neutralandrace‐consciousmethods,theconsultantanalyzedtheshareofallDBEcontractdollarswonwithnogoals.Id.at650.Healsoperformedtwodifferentregressionanalyses:oneinvolvingpredictedDBEcontractdollarsandDBEreceiptsifthegoalwassetatzero.Id.at651.ThesecondmethodutilizedpredictedDBEcontractdollarswithgoalsandpredictedDBEcontractdollarswithoutgoalstoforecasthowmuchfirmswithgoalswouldreceivehadtheynotincludedthegoals.Id.Theconsultantaveragedhisresultsfromallthreemethodstoconcludethatthefiscalyear2010NJTaportionoftherace‐neutralDBEgoalshouldbe11.94percentandaportionoftherace‐consciousDBEgoalshouldbe11.84percent.Id.at651.

Thedistrictcourtappliedthestrictscrutinystandardofreview.Thedistrictcourtalreadydecided,inthecourseofthemotionsforsummaryjudgment,thatcompellinginterestwassatisfiedasNewJerseywasentitledtoadoptthefederalgovernment’scompellinginterestinenactingTEA‐21anditsimplementingregulations.Id.at652,citingGeodv.N.J.TransitCorp.,678F.Supp.2d276,282(D.N.J.2009).Therefore,thecourtlimiteditsanalysistowhetherNJT’sDBEprogramwasnarrowlytailoredtofurtherthatcompellinginterestinaccordancewith“itsgrantofauthorityunderfederallaw.”Id.at652citingNorthernContracting,Inc.v.IllinoisDepartmentofTransportation,473F.3d715,722(7thCir.2007).

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ApplyingNorthernContractingv.Illinois.Thedistrictcourtclarifieditspriorrulingin2009(see678F.Supp.2d276)regardingsummaryjudgment,thatthecourtagreedwiththeholdinginNorthernContracting,Inc.v.Illinois,that“achallengetoastate’sapplicationofafederallymandatedprogrammustbelimitedtothequestionofwhetherthestateexceededitsauthority.”Id.at652quotingNorthernContracting,473F.3dat721.ThedistrictcourtinGeodfollowedtheSeventhCircuitexplanationthatwhenastatedepartmentoftransportationisactingasaninstrumentoffederalpolicy,aplaintiffcannotcollaterallyattackthefederalregulationsthroughachallengetoastate’sprogram.Id.at652,citingNorthernContracting,473F.3dat722.Therefore,thedistrictcourtheldthattheinquiryislimitedtothequestionofwhetherthestatedepartmentoftransportation“exceededitsgrantofauthorityunderfederallaw.”Id.at652‐653,quotingNorthernContracting,473F.3dat722andcitingalsoTennesseeAsphaltCo.v.Farris,942F.2d969,975(6thCir.1991).

ThedistrictcourtfoundthattheholdingandanalysisinNorthernContractingdoesnotcontradicttheEighthCircuit’sanalysisinSherbrookeTurf,Inc.v.MinnesotaDepartmentofTransportation,345F.3d964,970‐71(8thCir.2003).Id.at653.ThecourtheldthattheEighthCircuit’sdiscussionofwhethertheDBEprogramsasimplementedbytheStateofMinnesotaandtheStateofNebraskawerenarrowlytailoredfocusedonwhetherthestateswerefollowingtheUSDOTregulations.Id.at653citingSherbrookeTurf,345F.3d973‐74.Therefore,“onlywhenthestateexceedsitsfederalauthorityisitsusceptibletoanas‐appliedconstitutionalchallenge.”Id.at653quotingWesternStatesPavingCo.,Inc.v.WashingtonStateDepartmentofTransportation,407F.3d983(9thCir.2005)(McKay,C.J.)(concurringinpartanddissentinginpart)andcitingSouthFloridaChapteroftheAssociatedGeneralContractorsv.BrowardCounty,544F.Supp.2d1336,1341(S.D.Fla.2008).

Thecourtheldtheinitialburdenofprooffallsonthegovernment,butoncethegovernmenthaspresentedproofthatitsaffirmativeactionplanisnarrowlytailored,thepartychallengingtheaffirmativeactionplanbearstheultimateburdenofprovingthattheplanisunconstitutional.Id.at653.

InanalyzingwhetherNJT’sDBEprogramwasconstitutionallydefective,thedistrictcourtfocusedonthebasisofplaintiffs’argumentthatitwasnotnarrowlytailoredbecauseitincludesinthecategoryofDBEsracialorethnicgroupsastowhichtheplaintiffsallegedNJThadnoevidenceofpastdiscrimination.Id.at653.Thecourtfoundthatmostofplaintiffs’argumentscouldbesummarizedasquestioningwhetherNJTpresenteddemonstrableevidenceoftheavailabilityofready,willingandableDBEsasrequiredby49CFR§26.45.Id.ThecourtheldthatNJTfollowedthegoalsettingprocessrequiredbythefederalregulations.Id.ThecourtstatedthatNJTbeganthisprocesswiththe2002disparitystudythatexaminedpastdiscriminationandfoundthatallofthegroupslistedintheregulationswereunderutilizedwiththeexceptionofAsians.Id.at654.Incalculatingthefiscalyear2010goals,theconsultantusedcontractfilesanddatafromDun&BradstreettodeterminethegeographicallocationcorrespondingtoNJTcontractsandthenfurtherfocusedthatinformationbyweightingtheindustriesaccordingtoNJT’suse.Id.

TheconsultantusedvariousmethodstocalculatetheavailabilityofDBEs,including:theUCPBusinessDirectoriesforthestatesofNewJersey,NewYorkandPennsylvania;NJTVendorList;Dun&Bradstreetdatabase;2002SurveyofSmallBusinessOwners;andNJTPre‐QualificationList.Id.at654.ThecourtstatedthatNJTonlyutilizedoneoftheexampleslistedin49CFR§26.45(c),theDBEdirectoriesmethod,informulatingthefiscalyear2010goals.Id.

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Thedistrictcourtpointedout,however,theregulationsstatethatthe“examplesareprovidedasastartingpointforyourgoalsettingprocessandthattheexamplesarenotintendedasanexhaustivelist.Id.at654,citing46CFR§26.45(c).Thecourtconcludedtheregulationsclarifythatothermethodsorcombinationsofmethodstodetermineabasefiguremaybeused.Id.at654.

ThecourtstatedthatNJThadusedthesemethodsinsettinggoalsforprioryearsasdemonstratedbythereportsfor2006and2009.Id.at654.Inaddition,thecourtnotedthattheSeventhCircuitheldthatacustomcensus,theDun&Bradstreetdatabase,andtheIDOT’slistofDBEswereanacceptablecombinationofmethodswithwhichtodeterminethebasefigureforTEA‐21purposes.Id.at654,citingNorthernContracting,473F.3dat718.

Thedistrictcourtfoundthattheexpertwitnessforplaintiffshadnotconvincedthecourtthatthedatawerefaulty,andthetestimonyattrialdidnotpersuadethecourtthatthedataorregressionanalysesrelieduponbyNJTwereunreliableorthatanothermethodwouldprovidemoreaccurateresults.Id.at654‐655.

Thecourtindiscussingsteptwoofthegoalssettingprocesspointedoutthatthedataexaminedbytheconsultantislistedintheregulationsasproperevidencetobeusedtoadjustthebasefigure.Id.at655,citing49CFR§26.45(d).ThesedataincludedevidencefromdisparitystudiesandstatisticaldisparitiesintheabilityofDBEstogetpre‐qualification.Id.at655.Theconsultantstatedthatevidenceofsocietaldiscriminationwasnotusedtoadjustthebasegoalandthattheadjustmenttothegoalwasbasedonthediscriminationanalysis,whichcontrolsforsizeoffirmandeffectofhavingaDBEgoal.Id.at655.

ThedistrictcourtthenanalyzedNJT’sdivisionoftheadjustedgoalintorace‐consciousandrace‐neutralportions.Id.at655.Thecourtnotedthatnarrowlytailoringdoesnotrequireexhaustionofeveryconceivablerace‐neutralalternative,butinsteadrequiresserious,goodfaithconsiderationofworkablerace‐neutralalternatives.Id.at655.ThecourtagreedwithWesternStatesPavingthatonly“whenrace‐neutraleffortsproveinadequatedotheseregulationsauthorizeaStatetoresorttorace‐consciousmeasurestoachievetheremainderofitsDBEutilizationgoal.”Id.at655,quotingWesternStatesPaving,407F.3dat993‐94.

ThecourtfoundthatthemethodsutilizedbyNJThadbeenusedbyitonpreviousoccasions,whichwereapprovedbytheUSDOT.Id.at655.ThemethodsusedbyNJT,thecourtfound,alsocompliedwiththeexampleslistedin49CFR§26.51,includingarrangingsolicitations,timesforthepresentationofbids,quantities,specifications,anddeliveryschedulesinwaysthatfacilitateDBEparticipation;providingpre‐qualificationassistance;implementingsupportiveservicesprograms;andensuringdistributionofDBEdirectories.Id.at655.ThecourtheldthatbasedonthesereasonsandfollowingtheNorthernContracting,Inc.v.Illinoislineofcases,NJT’sDBEprogramdidnotviolatetheConstitutionasitdidnotexceeditsfederalauthority.Id.at655.

However,thedistrictcourtalsofoundthatevenundertheWesternStatesPavingCo.,Inc.v.WashingtonStateDOTstandard,theNJTprogramstillwasconstitutional.Id.at655.AlthoughthecourtfoundthattheappropriateinquiryiswhetherNJTexceededitsfederalauthorityasdetailedinNorthernContracting,Inc.v.Illinois,thecourtalsoexaminedtheNJTDBEprogramunderWesternStatesPavingCo.v.WashingtonStateDOT.Id.at655‐656.ThecourtstatedthatunderWesternStatesPaving,aCourtmust“undertakeanas‐appliedinquiryintowhether[thestate’s]DBEprogramisnarrowlytailored.”Id.at656,quotingWesternStatesPaving,407F.3dat997.

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ApplyingWesternStatesPaving.ThedistrictcourtthenanalyzedwhethertheNJTprogramwasnarrowlytailoredapplyingWesternStatesPaving.Underthefirstprongofthenarrowlytailoringanalysis,aremedialprogramisonlynarrowlytailoredifitsapplicationislimitedtothoseminoritygroupsthathaveactuallysuffereddiscrimination.Id.at656,citingWesternStatesPaving,407F.3dat998.Thecourtacknowledgedthataccordingtothe2002FinalReport,theratiosofDBEutilizationtoDBEavailabilitywas1.31.Id.at656.However,thecourtfoundthattheplaintiffs’argumentfailedasthefactsinWesternStatesPavingweredistinguishablefromthoseofNJT,becauseNJTdidreceivecomplaints,i.e.,anecdotalevidence,ofthelackofopportunitiesforAsianfirms.Id.at656.NJTemployeestestifiedthatAsianfirmsinformallyandformallycomplainedofalackofopportunitytogrowandindicatedthattheDBEProgramwasassistingwiththisissue.Id.Inaddition,plaintiff’sexpertconcededthatAsianfirmshavesmalleraveragecontractamountsincomparisontonon‐DBEfirms.Id.

TheplaintiffreliedsolelyontheutilizationrateasevidencethatAsiansarenotdiscriminatedagainstinNJTcontracting.Id.at656.Thecourtheldthiswasinsufficienttoovercometheconsultant’sdeterminationthatdiscriminationdidexistagainstAsians,andthusthisgroupwasproperlyincludedintheDBEprogram.Id.at656.

ThedistrictcourtrejectedPlaintiffs’argumentthatthefirststepofthenarrowtailoringanalysiswasnotmetbecauseNJTfocusesitsprogramonsub‐contractorswhenNJT’sexpertidentified“primecontracting”astheareainwhichNJTprocurementsevidencediscrimination.Id.at656.Thecourtheldthatnarrowtailoringdoesnotrequireexhaustionofeveryconceivablerace‐neutralalternativebutitdoesrequireserious,goodfaithconsiderationofworkablerace‐neutralalternatives.Id.at656,citingSherbrookTurf,345F.3dat972(quotingGrutterv.Bollinger,539U.S.306,339,(2003)).Initseffortstoimplementrace‐neutralalternatives,thecourtfoundNJTattemptedtobreaklargercontractsupinordertomakethemavailabletosmallercontractorsandcontinuestodosowhenlogisticallypossibleandfeasibletotheprocurementdepartment.Id.at656‐657.

ThedistrictcourtfoundNJTsatisfiedthethirdprongofthenarrowlytailoredanalysis,the“relationshipofthenumericalgoalstotherelevantlabormarket.”Id.at657.Finally,underthefourthprong,thecourtaddressedtheimpactonthird‐parties.Id.at657.Thecourtnotedthatplacingaburdenonthirdpartiesisnotimpermissibleaslongasthatburdenisminimized.Id.at657,citingWesternStatesPaving,407F.3dat995.Thecourtstatedthatinstanceswillinevitablyoccurwherenon‐DBEswillbebypassedforcontractsthatrequireDBEgoals.However,TEA‐21anditsimplementingregulationscontainprovisionsintendedtominimizetheburdenonnon‐DBEs.Id.at657,citingWesternStatesPaving,407F.3dat994‐995.

ThecourtpointedouttheNinthCircuitinWesternStatesPavingfoundthatinclusionofregulationsallowingfirmsthatwerenotpresumedtobeDBEstodemonstratethattheyweresociallyandeconomicallydisadvantaged,andthusqualifiedforDBEprograms,aswellasthenetworthlimitations,weresufficienttominimizetheburdenonDBEs.Id.at657,citingWesternStatesPaving,407F.3dat955.ThecourtheldthattheplaintiffsdidnotprovideevidencethatNJTwasnotcomplyingwithimplementingregulationsdesignedtominimizeharmtothirdparties.Id.

Therefore,evenifthedistrictcourtutilizedtheas‐appliednarrowtailoringinquirysetforthinWesternStatesPaving,NJT’sDBEprogramwouldnotbefoundtoviolatetheConstitution,asthecourthelditwasnarrowlytailoredtofurtheracompellinggovernmentalinterest.Id.at657.

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16. Geod Corporation v. New Jersey Transit Corporation, et seq. 678 F.Supp.2d 276, 2009 WL 2595607 (D.N.J. August 20, 2009) 

PlaintiffsGeodanditsofficers,whoarewhitemales,suedtheNJTandstateofficialsseekingadeclarationthatNJT’sDBEprogramwasunconstitutionalandinviolationoftheUnitedStates5thand14thAmendmenttotheUnitedStatesConstitutionandtheConstitutionoftheStateofNewJersey,andseekingapermanentinjunctionagainstNJTforenforcingorutilizingitsDBEprogram.TheNJT’sDBEprogramwasimplementedinaccordancewiththeFederalDBEProgramandTEA‐21and49CFRPart26.

ThepartiesfiledcrossMotionsforSummaryJudgment.TheplaintiffGeodchallengedtheconstitutionalityofNJT’sDBEprogramformultiplereasons,includingallegingNJTcouldnotjustifyestablishingaprogramusingrace‐andsex‐basedpreferences;theNJT’sdisparitystudydidnotprovideasufficientfactualpredicatetojustifytheDBEProgram;NJT’sstatisticalevidencedidnotestablishdiscrimination;NJTdidnothaveanecdotaldataevidencinga“strongbasisinevidence”ofdiscriminationwhichjustifiedarace‐andsex‐basedprogram;NJT’sprogramwasnotnarrowlytailoredandover‐inclusive;NJTcouldnotshowanexceedinglypersuasivejustificationforgenderpreferences;andthatNJT’sprogramwasnotnarrowlytailoredbecauserace‐neutralalternativesexisted.Inopposition,NJTfiledaMotionforSummaryJudgmentassertingthatitsDBEprogramwasnarrowlytailoredbecauseitfullycompliedwiththerequirementsoftheFederalDBEProgramandTEA‐21.

Thedistrictcourtheldthatstatesandtheiragenciesareentitledtoadoptthefederalgovernments’compellinginterestinenactingTEA‐21anditsimplementingregulations.2009WL2595607at*4.Thecourtstatedthatplaintiff’sargumentthatNJTcannotestablishtheneedforitsDBEprogramwasa“redherring,whichisunsupported.”TheplaintiffdidnotquestiontheconstitutionalityofthecompellinginterestoftheFederalDBEProgram.Thecourtheldthatallstates“inheritthefederalgovernments’compellinginterestinestablishingaDBEprogram.”Id.

ThecourtfoundthatestablishingaDBEprogram“isnotcontingentuponastateagencydemonstratinganeedforsame,asthefederalgovernmenthasalreadydoneso.”Id.Thecourtconcludedthatthisreasoningrenderedplaintiff’sassertionsthatNJT’sdisparitystudydidnothavesufficientfactualpredicateforestablishingitsDBEprogram,andthatnoexceedinglypersuasivejustificationwasfoundtosupportgenderbasedpreferences,aswithoutmerit.Id.ThecourtheldthatNJTdoesnotneedtojustifyestablishingitsDBEprogram,asithasalreadybeenjustifiedbythelegislature.Id.

Thecourtnotedthatbothplaintiff’sanddefendant’sargumentswerebasedonanallegedsplitintheFederalCircuitCourtsofAppeal.PlaintiffGeodreliesonWesternStatesPavingCompanyv.WashingtonStateDOT,407F.3d983(9thCir.2005)forthepropositionthatanas‐appliedchallengetotheconstitutionalityofaparticularDBEprogramrequiresademonstrationbytherecipientoffederalfundsthattheprogramisnarrowlytailored.Idat*5.Incontrast,theNJTreliedprimarilyonNorthernContracting,Inc.v.StateofIllinois,473F.3d715(7thCir.2007)forthepropositionthatifaDBEprogramcomplieswithTEA‐21,itisnarrowlytailored.Id.

ThecourtviewedthevariousFederalCircuitCourtofAppealsdecisionsasfactspecificdeterminationswhichhaveledtothepartiesdistinguishingcaseswithoutanysubstantivedifferenceintheapplicationoflaw.Id.

ThecourtreviewedthedecisionsbytheNinthCircuitinWesternStatesPavingandtheSeventhCircuitofNorthernContracting.InWesternStatesPaving,thedistrictcourtstatedthattheNinth

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CircuitheldforaDBEprogramtopassconstitutionalmuster,itmustbenarrowlytailored;specifically,therecipientoffederalfundsmustevidencepastdiscriminationintherelevantmarketinordertoutilizeraceconsciousDBEgoals.Id.at*5.TheNinthCircuit,accordingtodistrictcourt,madeafactspecificdeterminationastowhethertheDBEprogramcompliedwithTEA‐21inordertodecideiftheprogramwasnarrowlytailoredtomeetthefederalregulation’srequirements.Thedistrictcourtstatedthattherequirementthatarecipientmustevidencepastdiscrimination“isnothingmorethanarequirementoftheregulation.”Id.

ThecourtstatedthattheSeventhCircuitinNorthernContractingheldarecipientmustdemonstratethatitsprogramisnarrowlytailored,andthatgenerallyarecipientisinsulatedfromthissortofconstitutionalattackabsentashowingthatthestateexceededitsfederalauthority.Id.,citingNorthernContracting,473F.3dat721.ThedistrictcourtheldthatimplicitinNorthernContractingisthefactonemaychallengetheconstitutionalityofaDBEprogram,asitisapplied,totheextentthattheprogramexceedsitsfederalauthority.Id.

Thecourt,therefore,concludedthatitmustdeterminefirstwhetherNJT’sDBEprogramcomplieswithTEA‐21,thenwhetherNJTexceededitsfederalauthorityinitsapplicationofitsDBEprogram.Inotherwords,thedistrictcourtstateditmustdeterminewhethertheNJTDBEprogramcomplieswithTEA‐21inordertodeterminewhethertheprogram,asimplementedbyNJT,isnarrowlytailored.Id.

ThecourtpointedoutthattheEighthCircuitCourtofAppealsinSherbrookTurf,Inc.v.MinnesotaDOT,345F.3d964(8thCir.2003)foundMinnesota’sDBEprogramwasnarrowlytailoredbecauseitwasincompliancewithTEA‐21’srequirements.TheEighthCircuitinSherbrook,accordingtothedistrictcourt,analyzedtheapplicationofMinnesota’sDBEprogramtoensurecompliancewithTEA‐21’srequirementstoensurethattheDBEprogramimplementedbyMinnesotaDOTwasnarrowlytailored.Id.at*5.

ThecourtheldthatTEA‐21delegatestoeachstatethatacceptsfederaltransportationfundstheresponsibilityofimplementingaDBEprogramthatcomportswithTEA‐21.InordertocomportwithTEA‐21,thedistrictcourtstatedarecipientmust(1)determineanappropriateDBEparticipationgoal,(2)examineallevidenceandevaluatewhetheranadjustment,ifany,isneededtoarriveattheirgoal,and(3)iftheadjustmentisbasedoncontinuingeffectsofpastdiscrimination,providedemonstrableevidencethatislogicallyanddirectlyrelatedtotheeffectforwhichtheadjustmentissought.Id.at*6,citingWesternStatesPavingCompany,407F.3dat983,988.

First,thedistrictcourtstatedarecipientoffederalfundsmustdetermine,atthelocallevel,thefigurethatwouldconstituteanappropriateDBEinvolvementgoal,basedontheirrelativeavailabilityofDBEs.Id.at*6,citing49CFR§26.45(c).Inthiscase,thecourtfoundthatNJTdiddetermineabasefigurefortherelativeavailabilityofDBEs,whichaccountedfordemonstrableevidenceoflocalmarketconditionsandwasdesignedtoberationallyrelatedtotherelativeavailabilityofDBEs.Id.ThecourtpointedoutthatNJTconductedadisparitystudy,andthedisparitystudyutilizedNJT’sDBElistsfromfiscalyears1995‐1999andCensusDatatodetermineitsbaseDBEgoal.Thecourtnotedthattheplaintiffs’argumentthatthedatausedinthedisparitystudywerestalewaswithoutmeritandhadnobasisinlaw.Thecourtfoundthatthedisparitystudytookintoaccounttheprimaryindustries,primarygeographicmarket,andraceneutralalternatives,thenadjusteditsgoaltoencompassthesecharacteristics.Id.at*6.

ThecourtstatedthattheuseofDBEdirectoriesandCensusdataarewhatthelegislatureintendedforstateagenciestoutilizeinmakingabaseDBEgoaldetermination.Id.Also,thecourt

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statedthat“perhapsmoreimportantly,NJT’sDBEgoalwasapprovedbytheUSDOTeveryyearfrom2002until2008.”Id.at*6.Thus,thecourtfoundNJTappropriatelydeterminedtheirDBEavailability,whichwasapprovedbytheUSDOT,pursuantto49CFR§26.45(c).Id.at*6.ThecourtheldthatNJTdemonstrateditsoverallDBEgoalisbasedondemonstrableevidenceoftheavailabilityofready,willing,andableDBEsrelativetoallbusinessesready,willing,andabletoparticipateinDOTassistedcontractsandreflectsitsdeterminationofthelevelofDBEparticipationitwouldexpectabsenttheeffectsofdiscrimination.Id.

Alsoofsignificance,thecourtpointedoutthatplaintiffsdidnotprovideanyevidencethatNJTdidnotsetaDBEgoalbasedupon49C.F.§26.45(c).ThecourtthusheldthatgenuineissuesofmaterialfactremainonlyastowhetherareasonablejurymayfindthatthemethodusedbyNJTtodetermineitsDBEgoalwassufficientlynarrowlytailored.Id.at*6.

Thecourtpointedoutthattodeterminewhatadjustmenttomake,thedisparitystudyexaminedqualitativedatasuchasfocusgroupsonthepre‐qualificationstatusofDBEs,workingwithprimecontractors,securingcredit,anditseffectonDBEparticipation,aswellasprocurementofficerinterviewstoanalyze,andcompareandcontrasttheirrelationshipswithnon‐DBEvendorsandDBEvendors.Id.at*7.ThisqualitativeinformationwasthencomparedtoDBEbidsandDBEgoalsforeachyearinquestion.NJT’sadjustmenttoitsDBEgoalalsoincludedananalysisoftheoveralldisparityratio,aswellas,DBEutilizationbasedonrace,genderandethnicity.Id.Adecompositionanalysiswasalsoperformed.Id.

ThecourtconcludedthatNJTprovidedevidencethatit,ataminimum,examinedthecurrentcapacityofDBEstoperformworkinitsDOT‐assistedcontractingprogram,asmeasuredbythevolumeofworkDBEshaveperformedinrecentyears,aswellasutilizingthedisparitystudyitself.Thecourtpointedoutthereweretwomethodsspecificallyapprovedby49CFR§26.45(d).Id.

ThecourtalsofoundthatNJTtookintoaccountraceneutralmeasurestoensurethatthegreatestpercentageofDBEparticipationwasachievedthroughraceandgenderneutralmeans.Thedistrictcourtconcludedthat“critically,”plaintiffsfailedtoprovideevidenceofanother,moreperfect,methodthatcouldhavebeenutilizedtoadjustNJT’sDBEgoal.Id.at*7.ThecourtheldthatgenuineissuesofmaterialfactremainonlyastowhetherNJT’sadjustmenttoitsDBEgoalissufficientlynarrowlytailoredandthusconstitutional.Id.

NJT,thecourtfound,adjusteditsDBEgoaltoaccountfortheeffectsofpastdiscrimination,notingthedisparitystudytookintoaccounttheeffectsofpastdiscriminationinthepre‐qualificationprocessofDBEs.Id.at*7.Thecourtquotedthedisparitystudyasstatingthatitfoundnon‐trivialandstatisticallysignificantmeasuresofdiscriminationincontractamountsawardedduringthestudyperiod.Id.at*8.

Thecourtfound,however,thatwhatwas“gravelycritical”aboutthefindingofthepasteffectsofdiscriminationisthatitonlytookintoaccountsixgroupsincludingAmericanIndian,Hispanic,Asian,blacks,womenand“unknown,”butdidnotincludeananalysisofpastdiscriminationfortheethnicgroup“Iraqi,”whichisnowagroupconsideredtobeaDBEbytheNJT.Id.Becausethedisparityreportincludedacategoryentitled“unknown,”thecourtheldagenuineissueofmaterialfactremainsastowhether“Iraqi”islegitimatelywithinNJT’sdefinedDBEgroupsandwhetherademonstrablefindingofdiscriminationexistsforIraqis.Therefore,thecourtdeniedbothplaintiffs’anddefendants’MotionsforSummaryJudgmentastotheconstitutionalityofNJT’sDBEprogram.

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ThecourtalsoheldthatbecausethelawwasnotclearlyestablishedatthetimeNJTestablisheditsDBEprogramtocomplywithTEA‐21,theindividualstatedefendantswereentitledtoqualifiedimmunityandtheirMotionforSummaryJudgmentastothestateofficialswasgranted.Thecourt,inaddition,heldthatplaintiff’sTitleVIclaimsweredismissedbecausetheindividualdefendantswerenotrecipientsoffederalfunds,andthattheNJTasaninstrumentalityoftheStateofNewJerseyisentitledtosovereignimmunity.Therefore,thecourtheldthattheplaintiff’sclaimsbasedontheviolationof42U.S.C.§1983weredismissedandNJT’sMotionforSummaryJudgmentwasgrantedastothatclaim.

17. South Florida Chapter of the Associated General Contractors v. Broward County, Florida, 544 F. Supp.2d 1336 (S.D. Fla. 2008) 

Plaintiff,theSouthFloridaChapteroftheAssociatedGeneralContractors,broughtsuitagainsttheDefendant,BrowardCounty,FloridachallengingBrowardCounty’simplementationoftheFederalDBEProgramandBrowardCounty’sissuanceofcontractspursuanttotheFederalDBEProgram.PlaintifffiledaMotionforaPreliminaryInjunction.ThecourtconsideredonlythethresholdlegalissueraisedbyplaintiffintheMotion,namelywhetherornotthedecisioninWesternStatesPavingCompanyv.WashingtonStateDepartmentofTransportation,407F.3d983(9thCir.2005)shouldgoverntheCourt’sconsiderationofthemeritsofplaintiffs’claim.544F.Supp.2dat1337.Thecourtidentifiedthethresholdlegalissuepresentedasessentially,“whethercompliancewiththefederalregulationsisallthatisrequiredofDefendantBrowardCounty.”Id.at1338.

TheDefendantCountycontendedthatasarecipientoffederalfundsimplementingtheFederalDBEProgram,allthatisrequiredoftheCountyistocomplywiththefederalregulations,relyingoncaselawfromtheSeventhCircuitinsupportofitsposition.544F.Supp.2dat1338,citingNorthernContractingv.Illinois,473F.3d715(7thCir.2007).Theplaintiffsdisagreed,andcontendedthattheCountymusttakeadditionalstepsbeyondthoseexplicitlyprovidedforinthefederalregulationstoensuretheconstitutionalityoftheCounty’simplementationoftheFederalDBEProgram,asadministeredintheCounty,citingWesternStatesPaving,407F.3d983.ThecourtfoundthattherewasnocaselawonpointintheEleventhCircuitCourtofAppeals.Id.at1338.

NinthCircuitApproach:WesternStates.ThedistrictcourtanalyzedtheNinthCircuitCourtofAppealsapproachinWesternStatesPavingandtheSeventhCircuitapproachinMilwaukeeCountyPaversAssociationv.Fiedler,922F.2d419(7thCir.1991)andNorthernContracting,473F.3d715.ThedistrictcourtinBrowardCountyconcludedthattheNinthCircuitinWesternStatesPavingheldthatwhetherWashington’sDBEprogramisnarrowlytailoredtofurtherCongress’sremedialobjectivedependsuponthepresenceorabsenceofdiscriminationintheState’stransportationcontractingindustry,andthatitwaserrorforthedistrictcourtinWesternStatesPavingtoupholdWashington’sDBEprogramsimplybecausethestatehadcompliedwiththefederalregulations.544F.Supp.2dat1338‐1339.ThedistrictcourtinBrowardCountypointedoutthattheNinthCircuitinWesternStatesPavingconcludeditwouldbenecessarytoundertakeanas‐appliedinquiryintowhetherthestate’sprogramisnarrowlytailored.544F.Supp.2dat1339,citingWesternStatesPaving,407F.3dat997.

Inafootnote,thedistrictcourtinBrowardCountynotedthattheUSDOT“appearsnottobeofonemindonthisissue,however.”544F.Supp.2dat1339,n.3.Thedistrictcourtstatedthatthe“UnitedStatesDOThas,inanalysispostedonitsWebsite,implicitlyinstructedstatesandlocalitiesoutsideoftheNinthCircuittoignoretheWesternStatesPavingdecision,whichwouldtendtoindicatethatthisagencymaynotconcurwiththe‘opinionoftheUnitedStates’as

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representedinWesternStates.”544F.Supp.2dat1339,n.3.ThedistrictcourtnotedthattheUnitedStatestookthepositionintheWesternStatesPavingcasethatthe“statewouldhavetohaveevidenceofpastorcurrenteffectsofdiscriminationtouserace‐consciousgoals.”544F.Supp.2dat1338,quotingWesternStatesPaving.

TheCourtalsopointedoutthattheEighthCircuitCourtofAppealsinSherbrookeTurf,Inc.v.MinnesotaDepartmentofTransportation,345F.3d964(8thCir.2003)reachedasimilarconclusionasinWesternStatesPaving.544F.Supp.2dat1339.TheEighthCircuitinSherbrooke,likethecourtinWesternStatesPaving,“concludedthatthefederalgovernmenthaddelegatedthetaskofensuringthatthestateprogramsarenarrowlytailored,andlookedtotheunderlyingdatatodeterminewhetherthoseprogramswere,infact,narrowlytailored,ratherthansimplyrelyingonthestates’compliancewiththefederalregulations.”544F.Supp.2dat1339.

SeventhCircuitApproach:MilwaukeeCountyandNorthernContracting.ThedistrictcourtinBrowardCountynextconsideredtheSeventhCircuitapproach.TheDefendantsinBrowardCountyagreedthattheCountymustmakealocalfindingofdiscriminationforitsprogramtobeconstitutional.544F.Supp.2dat1339.TheCounty,however,tookthepositionthatitmustmakethisfindingthroughtheprocessspecifiedinthefederalregulations,andshouldnotbesubjecttoalawsuitifthatprocessisfoundtobeinadequate.Id.Insupportofthisposition,theCountyreliedprimarilyontheSeventhCircuit’sapproach,firstarticulatedinMilwaukeeCountyPaversAssociationv.Fiedler,922F.2d419(7thCir.1991),thenreaffirmedinNorthernContracting,473F.3d715(7thCir.2007).544F.Supp.2dat1339.

BasedontheSeventhCircuitapproach,insofarasthestateismerelydoingwhatthestatuteandfederalregulationsenvisageandpermit,theattackonthestateisanimpermissiblecollateralattackonthefederalstatuteandregulations.544F.Supp.2dat1339‐1340.Thisapproachconcludesthatastate’sroleinthefederalprogramissimplyasanagent,andinsofar“asthestateismerelycomplyingwithfederallawitisactingastheagentofthefederalgovernmentandisnomoresubjecttobeingenjoinedonequalprotectiongroundsthanthefederalcivilservantswhodraftedtheregulations.”544F.Supp.2dat1340,quotingMilwaukeeCountyPavers,922F.2dat423.

TheNinthCircuitaddressedtheMilwaukeeCountyPaverscaseinWesternStatesPaving,andattemptedtodistinguishthatcase,concludingthattheconstitutionalityofthefederalstatuteandregulationswerenotatissueinMilwaukeeCountyPavers.544F.Supp.2dat1340.In2007,theSeventhCircuitfollowedupthecritiquesmadeinWesternStatesPavingintheNorthernContractingdecision.Id.TheSeventhCircuitinNorthernContractingconcludedthatthemajorityinWesternStatesPavingmisreaditsdecisioninMilwaukeeCountyPaversasdidtheEighthCircuitCourtofAppealsinSherbrooke.544F.Supp.2dat1340,citingNorthernContracting,473F.3dat722,n.5.ThedistrictcourtinBrowardCountypointedoutthattheSeventhCircuitinNorthernContractingemphasizedagainthatthestateDOTisactingasaninstrumentoffederalpolicy,andaplaintiffcannotcollaterallyattackthefederalregulationsthroughachallengetothestateDOT’sprogram.544F.Supp.2dat1340,citingNorthernContracting,473F.3dat722.

ThedistrictcourtinBrowardCountystatedthatothercircuitshaveconcurredwiththisapproach,includingtheSixthCircuitCourtofAppealsdecisioninTennesseeAsphaltCompanyv.Farris,942F.2d969(6thCir.1991).544F.Supp.2dat1340.ThedistrictcourtinBrowardCountyheldthattheTenthCircuitCourtofAppealstookasimilarapproachinEllisv.Skinner,961F.2d912(10thCir.1992).544F.Supp.2dat1340.ThedistrictcourtinBrowardCountyheldthattheseCircuitCourtsofAppealhaveconcludedthat“whereastateorcountyfullycomplieswiththefederalregulations,itcannotbeenjoinedfromcarryingoutitsDBEprogram,becauseanysuch

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attackwouldsimplyconstituteanimpropercollateralattackontheconstitutionalityoftheregulations.”544F.Supp.2dat1340‐41.

ThedistrictcourtinBrowardCountyheldthatitagreedwiththeapproachtakenbytheSeventhCircuitCourtofAppealsinMilwaukeeCountyPaversandNorthernContractingandconcludedthat“theappropriatefactualinquiryintheinstantcaseiswhetherornotBrowardCountyhasfullycompliedwiththefederalregulationsinimplementingitsDBEprogram.”544F.Supp.2dat1341.Itissignificanttonotethattheplaintiffsdidnotchallengetheas‐appliedconstitutionalityofthefederalregulationsthemselves,butratherfocusedtheirchallengeontheconstitutionalityofBrowardCounty’sactionsincarryingouttheDBEprogram.544F.Supp.2dat1341.ThedistrictcourtinBrowardCountyheldthatthistypeofchallengeis“simplyanimpermissiblecollateralattackontheconstitutionalityofthestatuteandimplementingregulations.”Id.

ThedistrictcourtconcludedthatitwouldapplythecaselawassetoutintheSeventhCircuitCourtofAppealsandconcurringcircuits,andthatthetrialinthiscasewouldbeconductedsolelyforthepurposeofestablishingwhetherornottheCountyhascompliedfullywiththefederalregulationsinimplementingitsDBEprogram.544F.Supp.2dat1341.

Subsequently,therewasaStipulationofDismissalfiledbyallpartiesinthedistrictcourt,andanOrderofDismissalwasfiledwithoutatrialofthecaseinNovember2008.

18. Western States Paving Co. v. Washington DOT, USDOT & FHWA, 2006 WL 1734163 (W.D. Wash. June 23, 2006) (unpublished opinion) 

ThiscasewasbeforethedistrictcourtpursuanttotheNinthCircuit’sremandorderinWesternStatesPavingCo.WashingtonDOT,USDOT,andFHWA,407F.3d983(9thCir.2005),cert.denied,546U.S.1170(2006).Inthisdecision,thedistrictcourtadjudicatedcrossMotionsforSummaryJudgmentonplaintiff’sclaimforinjunctionandfordamagesunder42U.S.C.§§1981,1983,and§2000d.

BecausetheWSDOTvoluntarilydiscontinueditsDBEprogramaftertheNinthCircuitdecision,supra,thedistrictcourtdismissedplaintiff’sclaimforinjunctivereliefasmoot.Thecourtfound“itisabsolutelyclearinthiscasethatWSDOTwillnotresumeorcontinuetheactivitytheNinthCircuitfoundunlawfulinWesternStates,”andcitedspecificallytotheinformationallettersWSDOTsenttocontractorsinformingthemoftheterminationoftheprogram.

Second,thecourtdismissedWesternStatesPaving’sclaimsunder42U.S.C.§§1981,1983,and2000dagainstClarkCountyandtheCityofVancouverholdingneithertheCityortheCountyactedwiththerequisitediscriminatoryintent.ThecourtheldtheCountyandtheCityweremerelyimplementingtheWSDOT’sunlawfulDBEprogramandtheiractionsinthisrespectwereinvoluntaryandrequirednoindependentactivity.ThecourtalsonotedthattheCountyandtheCitywerenotpartiestotheprecisediscriminatoryactionsatissueinthecase,whichoccurredduetotheconductofthe“Statedefendants.”Specifically,theWSDOT—andnottheCountyortheCity—developedtheDBEprogramwithoutsufficientanecdotalandstatisticalevidence,andimproperlyreliedontheaffidavitsofcontractorsseekingDBEcertification“whoaverredthattheyhadbeensubjectto‘generalsocietaldiscrimination.’”

Third,thecourtdismissedplaintiff’s42U.S.C.§§1981and1983claimsagainstWSDOT,findingthembarredbytheEleventhAmendmentsovereignimmunitydoctrine.However,thecourtallowedplaintiff’s42U.S.C.§2000dclaimtoproceedagainstWSDOTbecauseitwasnotsimilarlybarred.ThecourtheldthatCongresshadconditionedthereceiptoffederalhighway

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fundsoncompliancewithTitleVI(42U.S.C.§2000detseq.)andthewaiverofsovereignimmunityfromclaimsarisingunderTitleVI.Section2001specificallyprovidesthat“aStateshallnotbeimmuneundertheEleventhAmendmentoftheConstitutionoftheUnitedStatesfromsuitinFederalcourtforaviolationof…TitleVI.”ThecourtheldthatthislanguageputtheWSDOTonnoticethatitfacedprivatecausesofactionintheeventofnoncompliance.

ThecourtheldthatWSDOT’sDBEprogramwasnotnarrowlytailoredtoserveacompellinggovernmentinterest.Thecourtstressedthatdiscriminatoryintentisanessentialelementofaplaintiff’sclaimunderTitleVI.TheWSDOTarguedthatevenifsovereignimmunitydidnotbarplaintiff’s§2000dclaim,WSDOTcouldbeheldliablefordamagesbecausetherewasnoevidencethatWSDOTstaffknewoforconsciouslyconsideredplaintiff’sracewhencalculatingtheannualutilizationgoal.Thecourtheldthatsincethepolicywasnot“faciallyneutral”—andwasinfact“specificallyraceconscious”—anyresultingdiscriminationwasthereforeintentional,whetherthereasonfortheclassificationwasbenignoritspurposeremedial.Assuch,WSDOT’sprogramwassubjecttostrictscrutiny.

InorderforthecourttoupholdtheDBEprogramasconstitutional,WSDOThadtoshowthattheprogramservedacompellinginterestandwasnarrowlytailoredtoachievethatgoal.ThecourtfoundthattheNinthCircuithadalreadyconcludedthattheprogramwasnotnarrowlytailoredandtherecordwasdevoidofanyevidencesuggestingthatminoritiescurrentlysufferorhavesuffereddiscriminationintheWashingtontransportationcontractingindustry.ThecourtthereforedeniedWSDOT’sMotionforSummaryJudgmentonthe§2000dclaim.TheremedyavailabletoWesternStatesremainsforfurtheradjudicationandthecaseiscurrentlypending.

19. Northern Contracting, Inc. v. Illinois, 2005 WL 2230195 (N.D. Ill., 2005), affirmed, 473 F.3d 715 (7th Cir. 2007) 

Thisdecisionisthedistrictcourt’sorderthatwasaffirmedbytheSeventhCircuitCourtofAppeals.ThisdecisionisinstructiveinthatitisoneoftherecentcasestoaddressthevalidityoftheFederalDBEProgramandlocalandstategovernments’implementationoftheprogramasrecipientsoffederalfunds.Thecasealsoisinstructiveinthatthecourtsetforthadetailedanalysisofrace‐,ethnicity‐,andgender‐neutralmeasuresaswellasevidentiarydatarequiredtosatisfyconstitutionalscrutiny.

Thedistrictcourtconductedatrialafterdenyingtheparties’MotionsforSummaryJudgmentinNorthernContracting,Inc.v.StateofIllinois,IllinoisDOT,andUSDOT,2004WL422704(N.D.Ill.March3,2004),discussedinfra.Thefollowingsummarizestheopinionofthedistrictcourt.

NorthernContracting,Inc.(the“plaintiff”),anIllinoishighwaycontractor,suedtheStateofIllinois,theIllinoisDOT,theUnitedStatesDOT,andfederalandstateofficialsseekingadeclarationthatfederalstatutoryprovisions,thefederalimplementingregulations(“TEA‐21”),thestatestatuteauthorizingtheDBEprogram,andtheIllinoisDBEprogramitselfwereunlawfulandunconstitutional.2005WL2230195at*1(N.D.Ill.Sept,8,2005).

UnderTEA‐21,arecipientoffederalfundsisrequiredtomeetthe“maximumfeasibleportion”ofitsDBEgoalthroughrace‐neutralmeans.Id.at*4(citingregulations).IfarecipientprojectsthatitcannotmeetitsoverallDBEgoalthroughrace‐neutralmeans,itmustestablishcontractgoalstotheextentnecessarytoachievetheoverallDBEgoal.Id.(citingregulation).[ThecourtprovidedanoverviewofthepertinentregulationsincludingcompliancerequirementsandqualificationsforDBEstatus.]

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Statisticalevidence. Tocalculateits2005DBEparticipationgoals,IDOTfollowedthetwo‐stepprocesssetforthinTEA‐21:(1)calculationofabasefigurefortherelativeavailabilityofDBEs,and(2)considerationofapossibleadjustmentofthebasefiguretoreflecttheeffectsoftheDBEprogramandthelevelofparticipationthatwouldbeexpectedbutfortheeffectsofpastandpresentdiscrimination.Id.at*6.IDOTengagedinastudytocalculateitsbasefigureandconductacustomcensustodeterminewhetheramorereliablemethodofcalculationexistedasopposedtoitspreviousmethodofreviewingabidder’slist.Id.

IncompliancewithTEA‐21,IDOTusedastudytoevaluatethebasefigureusingasix‐partanalysis:(1)thestudyidentifiedtheappropriateandrelevantgeographicmarketforitscontractingactivityanditsprimecontractors;(2)thestudyidentifiedtherelevantproductmarketsinwhichIDOTanditsprimecontractorscontract;(3)thestudysoughttoidentifyallavailablecontractorsandsubcontractorsintherelevantindustrieswithinIllinoisusingDun&Bradstreet’sMarketplace;(4)thestudycollectedlistsofDBEsfromIDOTand20otherpublicandprivateagencies;(5)thestudyattemptedtocorrectforthepossibilitythatcertainbusinesseslistedasDBEswerenolongerqualifiedor,alternatively,businessesnotlistedasDBEsbutqualifiedassuchunderthefederalregulations;and(6)thestudyattemptedtocorrectforthepossibilitythatnotallDBEbusinesseswerelistedinthevariousdirectories.Id.at*6‐7.Thestudyutilizedastandardstatisticalsamplingproceduretocorrectforthelattertwobiases.Id.at*7.Thestudythuscalculatedaweightedaveragebasefigureof22.7percent.Id.

IDOTthenadjustedthebasefigurebasedupontwodisparitystudiesandsomereportsconsideringwhethertheDBEavailabilityfigureswereartificiallylowduetotheeffectsofpastdiscrimination.Id.at*8.OnestudyexamineddisparitiesinearningsandbusinessformationratesasbetweenDBEsandtheirwhitemale‐ownedcounterparts.Id.AnotherstudyincludedasurveyreportingthatDBEsarerarelyutilizedinnon‐goalsprojects.Id.

IDOTconsideredthreereportspreparedbyexpertwitnesses.Id.at*9.Thefirstreportconcludedthatminority‐andwomen‐ownedbusinesseswereunderutilizedrelativetotheircapacityandthatsuchunderutilizationwasduetodiscrimination.Id.Thesecondreportconcluded,aftercontrollingforrelevantvariablessuchascreditworthiness,“thatminoritiesandwomenarelesslikelytoformbusinesses,andthatwhentheydoformbusinesses,thosebusinessesachievelowerearningsthandidbusinessesownedbywhitemales.”Id.Thethirdreport,againcontrollingforrelevantvariables(education,age,maritalstatus,industryandwealth),concludedthatminority‐andfemale‐ownedbusinesses’formationratesarelowerthanthoseoftheirwhitemalecounterparts,andthatsuchbusinessesengageinadisproportionateamountofgovernmentworkandcontractsasaresultoftheirinabilitytoobtainprivatesectorwork.Id.

IDOTalsoconductedaseriesofpublichearingsinwhichanumberofDBEownerswhotestifiedthatthey“wererarely,ifever,solicitedtobidonprojectsnotsubjecttodisadvantaged‐firmhiringgoals.”Id.Additionally,witnessesidentified20primecontractorsinIDOTDistrict1alonewhorarelyorneversolicitedbidsfromDBEsonnon‐goalsprojects.Id.TheprimecontractorsdidnotrespondtoIDOT’srequestsforinformationconcerningtheirutilizationofDBEs.Id.

Finally,IDOTreviewedunremediatedmarketdatafromfourdifferentmarkets(theIllinoisStateTollHighwayAuthority,theMissouriDOT,CookCounty’spublicconstructioncontracts,anda“non‐goals”experimentconductedbyIDOTbetween2001and2002),andconsideredpastutilizationofDBEsonIDOTprojects.Id.at*11.Afteranalyzingallofthedata,thestudyrecommendedanupwardadjustmentto27.51percent.However,IDOTdecidedtomaintainitsfigureat22.77percent.Id.

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IDOT’srepresentativetestifiedthattheDBEprogramwasadministeredona“contract‐by‐contractbasis.”Id.ShetestifiedthatDBEgoalshavenoeffectontheawardofprimecontractsbutthatcontractsareawardedexclusivelytothe“lowestresponsiblebidder.”IDOTalsoallowedcontractorstopetitionforawaiverofindividualcontractgoalsincertainsituations(e.g.,wherethecontractorhasbeenunabletomeetthegoaldespitehavingmadereasonablegoodfaithefforts).Id.at*12.Between2001and2004,IDOTreceivedwaiverrequestson8.53percentofitscontractsandgrantedthreeoutoffour;IDOTalsoprovidedanappealprocedureforadenialfromawaiverrequest.Id.

IDOTimplementedanumberofrace‐andgender‐neutralmeasuresbothinitsfiscalyear2005planandinresponsetothedistrictcourt’searliersummaryjudgmentorder,including:

1. A“promptpaymentprovision”initscontracts,requiringthatsubcontractorsbepaidpromptlyaftertheycompletetheirwork,andprohibitingprimecontractorsfromdelayingsuchpayments;

2. AnextensiveoutreachprogramseekingtoattractandassistDBEandothersmallfirmsenterandachievesuccessintheindustry(includingretaininganetworkofconsultantstoprovidemanagement,technicalandfinancialassistancetosmallbusinesses,andsponsoringnetworkingsessionsthroughoutthestatetoacquaintsmallfirmswithlargercontractorsandtoencouragetheinvolvementofsmallfirmsinmajorconstructionprojects);

3. Reviewingthecriteriaforprequalificationtoreduceanyunnecessaryburdens;

4. “Unbundling”largecontracts;and

5. AllocatingsomecontractsforbiddingonlybyfirmsmeetingtheSBA’sdefinitionofsmallbusinesses.

Id.(internalcitationsomitted).IDOTwasalsointheprocessofimplementingbondingandfinancinginitiativestoassistemergingcontractorsobtainguaranteedbondingandlinesofcredit,andestablishingamentor‐protégéprogram.Id.

ThecourtfoundthatIDOTattemptedtoachievethe“maximumfeasibleportion”ofitsoverallDBEgoalthroughrace‐andgender‐neutralmeasures.Id.at*13.ThecourtfoundthatIDOTdeterminedthatrace‐andgender‐neutralmeasureswouldaccountfor6.43percentofitsDBEgoal,leaving16.34percenttobereachedusingrace‐andgender‐consciousmeasures.Id.

Anecdotalevidence. AnumberofDBEownerstestifiedtoinstancesofperceiveddiscriminationandtothebarrierstheyface.Id.TheDBEownersalsotestifiedtodifficultiesinobtainingworkintheprivatesectorand“unanimouslyreportedthattheywererarelyinvitedtobidonsuchcontracts.”Id.TheDBEownerstestifiedtoareluctancetosubmitunsolicitedbidsduetotheexpenseinvolvedandidentifiedspecificfirmsthatsolicitedbidsfromDBEsforgoalsprojectsbutnotfornon‐goalsprojects.Id.Anumberofthewitnessesalsotestifiedtospecificinstancesofdiscriminationinbidding,onspecificcontracts,andinthefinancingandinsurancemarkets.Id.at*13‐14.Onewitnessacknowledgedthatallsmallfirmsfacedifficultiesinthefinancingandinsurancemarkets,buttestifiedthatitisespeciallyburdensomeforDBEswho“frequentlyareforcedtopayhigherinsuranceratesduetoracialandgenderdiscrimination.”Id.at*14.TheDBEwitnessesalsotestifiedtheyhaveobstaclesinobtainingpromptpayment.Id.

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Theplaintiffcalledanumberofnon‐DBEbusinessownerswhounanimouslytestifiedthattheysolicitbusinessequallyfromDBEsandnon‐DBEsonnon‐goalsprojects.Id.Somenon‐DBEfirmownerstestifiedthattheysolicitbidsfromDBEsonagoalsprojectforworktheywouldotherwisecompletethemselvesabsentthegoals;otherstestifiedthatthey“occasionallyawardworktoaDBEthatwasnotthelowbidderinordertoavoidscrutinyfromIDOT.”Id.Anumberofnon‐DBEfirmownersaccusedoffailingtosolicitbidsfromDBEsonnon‐goalsprojectstestifiedanddeniedtheallegations.Id.at*15.

Strictscrutiny. Thecourtappliedstrictscrutinytotheprogramasawhole(includingthegender‐basedpreferences).Id.at*16.Thecourt,however,setforthadifferentburdenofproof,findingthatthegovernmentmustdemonstrateidentifieddiscriminationwithspecificityandmusthavea“‘strongbasisinevidence’toconcludethatremedialactionwasnecessary,beforeitembarksonanaffirmativeactionprogram…Ifthegovernmentmakessuchashowing,thepartychallengingtheaffirmativeactionplanbearsthe‘ultimateburden’ofdemonstratingtheunconstitutionalityoftheprogram.”Id.Thecourtheldthatchallengingparty’sburden“canonlybemetbypresentingcredibleevidencetorebutthegovernment’sproffereddata.”Id.at*17.

Tosatisfystrictscrutiny,thecourtfoundthatIDOTdidnotneedtodemonstrateanindependentcompellinginterest;however,aspartofthenarrowlytailoredprong,IDOTneededtoshow“thatthereisademonstrableneedfortheimplementationoftheFederalDBEProgramwithinitsjurisdiction.”Id.at*16.

ThecourtfoundthatIDOTpresented“anabundance”ofevidencedocumentingthedisparitiesbetweenDBEsandnon‐DBEsintheconstructionindustry.Id.at*17.Theplaintiffarguedthatthestudywas“erroneousbecauseitfailedtolimititsDBEavailabilityfigurestothosefirms…registeredandpre‐qualifiedwithIDOT.”Id.TheplaintiffalsoallegedthecalculationsoftheDBEutilizationratewereincorrectbecausethedataincludedIDOTsubcontractsandprimecontracts,despitethefactthatthelatterareawardedtothelowestbidderasamatteroflaw.Id.Accordingly,theplaintiffallegedthatIDOT’scalculationofDBEavailabilityandutilizationrateswasincorrect.Id.

Thecourtfoundthatotherjurisdictionshadutilizedthecustomcensusapproachwithoutsuccessfulchallenge.Id.at*18.Additionally,thecourtfound“thattheremedialnatureofthefederalstatutescounselsforthecastingofabroadernetwhenmeasuringDBEavailability.”Id.at*19.ThecourtfoundthatIDOTpresented“anarrayofstatisticalstudiesconcludingthatDBEsfacedisproportionatehurdlesinthecredit,insurance,andbondingmarkets.”Id.at*21.Thecourtalsofoundthatthestatisticalstudieswereconsistentwiththeanecdotalevidence.Id.Thecourtdidfind,however,that“therewasnoevidenceofevenasingleinstanceinwhichaprimecontractorfailedtoawardajobtoaDBEthatofferedthelowbid.This…is[also]supportedbythestatisticaldata…whichshowsthatatleastatthelevelofsubcontracting,DBEsaregenerallyutilizedatarateinlinewiththeirability.”Id.at*21,n.31.Additionally,IDOTdidnotverifytheanecdotaltestimonyofDBEfirmownerswhotestifiedtobarriersinfinancingandbonding.However,thecourtfoundthatsuchverificationwasunnecessary.Id.at*21,n.32.

Thecourtfurtherfound:

ThatsuchdiscriminationindirectlyaffectstheabilityofDBEstocompeteforprimecontracts,despitethefactthattheyareawardedsolelyonthebasisoflowbid,cannotbedoubted:‘[E]xperienceandsizearenotrace‐andgender‐neutralvariables…[DBE]constructionfirmsaregenerallysmallerandlessexperiencedbecauseofindustrydiscrimination.’

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Id.at*21,citingConcreteWorksofColorado,Inc.v.CityandCountyofDenver,321F.3d950(10thCir.2003).

ThepartiesstipulatedtothefactthatDBEutilizationgoalsexceedDBEavailabilityfor2003and2004.Id.at*22.IDOTalleged,andthecourtsofound,thatthehighutilizationongoalsprojectswasduetothesuccessoftheDBEprogram,andnottoanabsenceofdiscrimination.Id.ThecourtfoundthatthestatisticaldisparitiescoupledwiththeanecdotalevidenceindicatedthatIDOT’sfiscalyear2005goalwasa“‘plausiblelower‐boundestimate’ofDBEparticipationintheabsenceofdiscrimination.”Id.ThecourtfoundthattheplaintiffdidnotpresentpersuasiveevidencetocontradictorexplainIDOT’sdata.Id.

Theplaintiffarguedthatevenifacceptedatfacevalue,IDOT’smarketplacedatadidnotsupporttheimpositionofrace‐andgender‐consciousremediesbecausetherewasnoevidenceofdirectdiscriminationbyprimecontractors.Id.ThecourtfoundfirstthatIDOT’sindirectevidenceofdiscriminationinthebonding,financing,andinsurancemarketswassufficienttoestablishacompellingpurpose.Id.Second,thecourtfound:

[M]oreimportantly,plaintifffailstoacknowledgethat,inenactingitsDBEprogram,IDOTactednottoremedyitsownpriordiscriminatorypractices,butpursuanttofederallaw,whichbothauthorizedandrequiredIDOTtoremediatetheeffectsofprivatediscriminationonfederally‐fundedhighwaycontracts.Thisisafundamentaldistinction…[A]stateorlocalgovernmentneednotindependentlyidentifyacompellinginterestwhenitsactionscomeinthecourseofenforcingafederalstatute.

Id.at*23.ThecourtdistinguishedBuildersAss’nofGreaterChicagov.CountyofCook,123F.Supp.2d1087(N.D.Ill.2000),aff’d256F.3d642(7thCir.2001),notingthattheprograminthatcasewasnotfederally‐funded.Id.at*23,n.34.

Thecourtalsofoundthat“IDOThasdoneitsbesttomaximizetheportionofitsDBEgoal”throughrace‐andgender‐neutralmeasures,includinganti‐discriminationenforcementandsmallbusinessinitiatives.Id.at*24.Theanti‐discriminationeffortsincluded:aninternetwebsitewhereaDBEcanfileanadministrativecomplaintifitbelievesthataprimecontractorisdiscriminatingonthebasisofraceorgenderintheawardofsub‐contracts;andrequiringcontractorsseekingprequalificationtomaintainandproducesolicitationrecordsonallprojects,bothpublicandprivate,withandwithoutgoals,aswellasrecordsofthebidsreceivedandaccepted.Id.Thesmallbusinessinitiativeincluded:“unbundling”largecontracts;allocatingsomecontractsforbiddingonlybyfirmsmeetingtheSBA’sdefinitionofsmallbusinesses;a“promptpaymentprovision”initscontracts,requiringthatsubcontractorsbepaidpromptlyaftertheycompletetheirwork,andprohibitingprimecontractorsfromdelayingsuchpayments;andanextensiveoutreachprogramseekingtoattractandassistDBEandothersmallfirmsDBEandothersmallfirmsenterandachievesuccessintheindustry(includingretaininganetworkofconsultantstoprovidemanagement,technicalandfinancialassistancetosmallbusinesses,andsponsoringnetworkingsessionsthroughoutthestatetoacquaintsmallfirmswithlargercontractorsandtoencouragetheinvolvementofsmallfirmsinmajorconstructionprojects).Id.

Thecourtfound“[s]ignificantly,plaintiffdidnotquestiontheefficacyorsincerityoftheserace‐andgender‐neutralmeasures.”Id.at*25.Additionally,thecourtfoundtheDBEprogramhadsignificantflexibilityinthatutilizedcontract‐by‐contractgoalsetting(withoutafixedDBEparticipationminimum)andcontainedwaiverprovisions.Id.ThecourtfoundthatIDOTapproved70percentofwaiverrequestsalthoughwaiverswererequestedononly8percentof

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allcontracts.Id.,citingAdarandConstructors,Inc.v.Slater“AdarandVII”,228F.3d1147,1177(10thCir.2000)(citingforthepropositionthatflexibilityandwaiverarecriticallyimportant).

ThecourtheldthatIDOT’sDBEplanwasnarrowlytailoredtothegoalofremedyingtheeffectsofracialandgenderdiscriminationintheconstructionindustry,andwasthereforeconstitutional.

20. Northern Contracting, Inc. v. State of Illinois, Illinois DOT, and USDOT, 2004 WL 422704 (N.D. Ill. March 3, 2004) 

ThisistheearlierdecisioninNorthernContracting,Inc.,2005WL2230195(N.D.Ill.Sept.8,2005),seeabove,whichresultedintheremandofthecasetoconsidertheimplementationoftheFederalDBEProgrambytheIDOT.ThiscaseinvolvesthechallengetotheFederalDBEProgram.TheplaintiffcontractorsuedtheIDOTandtheUSDOTchallengingthefacialconstitutionalityoftheFederalDBEProgram(TEA‐21and49CFRPart26)aswellastheimplementationoftheFederalProgrambytheIDOT(i.e.,theIDOTDBEProgram).ThecourtheldvalidtheFederalDBEProgram,findingthereisacompellinggovernmentalinterestandthefederalprogramisnarrowlytailored.ThecourtalsoheldthereareissuesoffactregardingwhetherIDOT’sDBEProgramisnarrowlytailoredtoachievethefederalgovernment’scompellinginterest.ThecourtdeniedtheMotionsforSummaryJudgmentfiledbytheplaintiffandbyIDOT,findingtherewereissuesofmaterialfactrelatingtoIDOT’simplementationoftheFederalDBEProgram.

ThecourtinNorthernContracting,heldthatthereisanidentifiedcompellinggovernmentalinterestforimplementingtheFederalDBEProgramandthattheFederalDBEProgramisnarrowlytailoredtofurtherthatinterest.Therefore,thecourtgrantedtheFederaldefendants’MotionforSummaryJudgmentchallengingthevalidityoftheFederalDBEProgram.Inthisconnection,thedistrictcourtfollowedthedecisionsandanalysisinSherbrookeTurf,Inc.v.MinnesotaDepartmentofTransportation,345F.3d964(8thCir.2003)andAdarandConstructors,Inc.v.Slater,228F.3d1147(10thCir.2000)(“AdarandVII”),cert.grantedthendismissedasimprovidentlygranted,532U.S.941,534U.S.103(2001).Thecourtheld,likethesetwoCourtsofAppealsthathaveaddressedthisissue,thatCongresshadastrongbasisinevidencetoconcludethattheDBEProgramwasnecessarytoredressprivatediscriminationinfederally‐assistedhighwaysubcontracting.ThecourtagreedwiththeAdarandVIIandSherbrookeTurfcourtsthattheevidencepresentedtoCongressissufficienttoestablishacompellinggovernmentalinterest,andthatthecontractorshadnotmettheirburdenofintroducingcredibleparticularizedevidencetorebuttheGovernment’sinitialshowingoftheexistenceofacompellinginterestinremedyingthenationwideeffectsofpastandpresentdiscriminationinthefederalconstructionprocurementsubcontractingmarket.2004WL422704at*34,citingAdarandVII,228F.3dat1175.

Inaddition,thecourtanalyzedthesecondprongofthestrictscrutinytest,whetherthegovernmentprovidedsufficientevidencethatitsprogramisnarrowlytailored.Inmakingthisdetermination,thecourtlookedatseveralfactors,suchastheefficacyofalternativeremedies;theflexibilityanddurationoftherace‐consciousremedies,includingtheavailabilityofwaiverprovisions;therelationshipsbetweenthenumericalgoalsandrelevantlabormarket;theimpactoftheremedyonthirdparties;andwhethertheprogramisover‐or‐under‐inclusive.Thenarrowtailoringanalysiswithregardtotheas‐appliedchallengefocusedonIDOT’simplementationoftheFederalDBEProgram.

First,thecourtheldthattheFederalDBEProgramdoesnotmandatetheuseofrace‐consciousmeasuresbyrecipientsoffederaldollars,butinfactrequiresonlythatthegoalreflectthe

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recipient’sdeterminationofthelevelofDBEparticipationitwouldexpectabsenttheeffectsofthediscrimination.49CFR§26.45(b).Thecourtrecognized,asfoundintheSherbrookeTurfandAdarandVIIcases,thattheFederalRegulationsplacestrongemphasisontheuseofrace‐neutralmeanstoincreaseminoritybusinessparticipationingovernmentcontracting,thatalthoughnarrowtailoringdoesnotrequireexhaustionofeveryconceivablerace‐neutralalternative,itdoesrequire“serious,goodfaithconsiderationofworkablerace‐neutralalternatives.”2004WL422704at*36,citingandquotingSherbrookeTurf,345F.3dat972,quotingGrutterv.Bollinger,539U.S.306(2003).ThecourtheldthattheFederalregulations,whichprohibittheuseofquotasandseverelylimittheuseofset‐asides,meetthisrequirement.ThecourtagreedwiththeAdarandVIIandSherbrookeTurfcourtsthattheFederalDBEProgramdoesrequirerecipientstomakeaseriousgoodfaithconsiderationofworkablerace‐neutralalternativesbeforeturningtorace‐consciousmeasures.

Second,thecourtfoundthatbecausetheFederalDBEProgramissubjecttoperiodicreauthorization,andrequiresrecipientsofFederaldollarstoreviewtheirprogramsannually,theFederalDBEschemeisappropriatelylimitedtolastnolongerthannecessary.

Third,thecourtheldthattheFederalDBEProgramisflexibleformanyreasons,includingthatthepresumptionthatwomenandminorityaresociallydisadvantagedisdeemedrebuttedifanindividual’spersonalnetworthexceeds$750,000.00,andafirmownedbyindividualwhoisnotpresumptivelydisadvantagedmayneverthelessqualifyforsuchstatusifthefirmcandemonstratethatitsownersaresociallyandeconomicallydisadvantaged.49CFR§26.67(b)(1)(d).ThecourtfoundotheraspectsoftheFederalRegulationsprovideampleflexibility,includingrecipientsmayobtainwaiversorexemptionsfromanyrequirements.RecipientsarenotrequiredtosetacontractgoaloneveryUSDOT‐assistedcontract.Ifarecipientestimatesthatitcanmeettheentiretyofitsoverallgoalsforagivenyearthroughrace‐neutralmeans,itmustimplementtheProgramwithoutsettingcontractgoalsduringtheyear.Ifduringthecourseofanyyearinwhichitisusingcontractgoalsarecipientdeterminesthatitwillexceeditsoverallgoals,itmustadjusttheuseofrace‐consciouscontractgoalsaccordingly.49CFR§26.51(e)(f).RecipientsalsoadministeringaDBEProgramingoodfaithcannotbepenalizedforfailingtomeettheirDBEgoals,andarecipientmayterminateitsDBEProgramifitmeetsitsannualoverallgoalthroughrace‐neutralmeansfortwoconsecutiveyears.49CFR§26.51(f).Further,arecipientmayawardacontracttoabidder/offerorthatdoesnotmeettheDBEParticipationgoalssolongasthebidderhasmadeadequategoodfaitheffortstomeetthegoals.49CFR§26.53(a)(2).Theregulationsalsoprohibittheuseofquotas.49CFR§26.43.

Fourth,thecourtagreedwiththeSherbrookeTurfcourt’sassessmentthattheFederalDBEProgramrequiresrecipientstobaseDBEgoalsonthenumberofready,willingandabledisadvantagedbusinessinthelocalmarket,andthatthisexerciserequiresrecipientstoestablishrealisticgoalsforDBEparticipationintherelevantlabormarkets.

Fifth,thecourtfoundthattheDBEProgramdoesnotimposeanunreasonableburdenonthirdparties,includingnon‐DBEsubcontractorsandtaxpayers.ThecourtfoundthattheFederalDBEProgramisalimitedandproperlytailoredremedytocuretheeffectsofpriordiscrimination,asharingoftheburdenbypartiessuchasnon‐DBEsisnotimpermissible.

Finally,thecourtfoundthattheFederalDBEProgramwasnotover‐inclusivebecausetheregulationsdonotprovidethateverywomenandeverymemberofaminoritygroupisdisadvantaged.Preferencesarelimitedtosmallbusinesseswithaspecificaverageannualgrossreceiptsoverthreefiscalyearsof$16.6millionorless(atthetimeofthisdecision),andbusinesseswhoseowners’personalnetworthexceed$750,000.00areexcluded.49CFR§

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26.67(b)(1).Inaddition,afirmownedbyawhitemalemayqualifyassociallyandeconomicallydisadvantaged.49CFR§26.67(d).

ThecourtanalyzedtheconstitutionalityoftheIDOTDBEProgram.ThecourtadoptedthereasoningoftheEighthCircuitinSherbrookeTurf,thatarecipient’simplementationoftheFederalDBEProgrammustbeanalyzedunderthenarrowtailoringanalysisbutnotthecompellinginterestinquiry.Therefore,thecourtagreedwithSherbrookeTurfthatarecipientneednotestablishadistinctcompellinginterestbeforeimplementingtheFederalDBEProgram,butdidconcludethatarecipient’simplementationoftheFederalDBEProgrammustbenarrowlytailored.ThecourtfoundthatissuesoffactremainintermsofthevalidityoftheIDOT’sDBEProgramasimplementedintermsofwhetheritwasnarrowlytailoredtoachievetheFederalGovernment’scompellinginterest.Thecourt,therefore,deniedthecontractorplaintiff’sMotionforSummaryJudgmentandtheIllinoisDOT’sMotionforSummaryJudgment.

21. Sherbrooke Turf, Inc. v. Minnesota DOT, 2001 WL 1502841, No. 00‐CV‐1026 (D. Minn. 2001) (unpublished opinion), affirmed 345 F.3d 964 (8th Cir. 2003) 

SherbrookeinvolvedalandscapingservicecontractorownedandoperatedbyCaucasianmales.ThecontractorsuedtheMinnesotaDOTclaimingtheFederalDBEprovisionsoftheTEA‐21areunconstitutional.Sherbrookechallengedthe“federalaffirmativeactionprograms,”theUSDOTimplementingregulations,andtheMinnesotaDOT’sparticipationintheDBEProgram.TheUSDOTandtheFHWAintervenedasFederaldefendantsinthecase.Sherbrooke,2001WL1502841at*1.

TheUnitedStatesDistrictCourtinSherbrookereliedsubstantiallyontheTenthCircuitCourtofAppealsdecisioninAdarandConstructors,Inc.v.Slater,228F.3d1147(10thCir.2000),inholdingthattheFederalDBEProgramisconstitutional.Thedistrictcourtaddressedtheissueof“randominclusion”ofvariousgroupsasbeingwithinthePrograminconnectionwithwhethertheFederalDBEProgramis“narrowlytailored.”ThecourtheldthatCongresscannotenactanationalprogramtoremedydiscriminationwithoutrecognizingclassesofpeoplewhosehistoryhasshownthemtobesubjecttodiscriminationandallowingstatestoincludethosepeopleinitsDBEProgram.

ThecourtheldthattheFederalDBEProgramattemptstoavoidthe“potentiallyinvidiouseffectsofprovidingblanketbenefitstominorities”inpart,

byrestrictingastate’sDBEpreferencetoidentifiedgroupsactuallyappearinginthetargetstate.Inpractice,thismeansMinnesotacanonlycertifymembersofoneoranothergroupaspotentialDBEsiftheyarepresentinthelocalmarket.Thisminimizesthechancethatindividuals—simplyonthebasisoftheirbirth—willbenefitfromMinnesota’sDBEprogram.Ifagroupisnotpresentinthelocalmarket,oriftheyarefoundinsuchsmallnumbersthattheycannotbeexpectedtobeabletoparticipateinthekindsofconstructionworkTEA‐21covers,thatgroupwillnotbeincludedintheaccountingusedtosetMinnesota’soverallDBEcontractinggoal.

Sherbrooke,2001WL1502841at*10(D.Minn.).

Thecourtrejectedplaintiff’sclaimthattheMinnesotaDOTmustindependentlydemonstratehowitsprogramcomportswithCroson’sstrictscrutinystandard.Thecourtheldthatthe“Constitutioncallsoutfordifferentrequirementswhenastateimplementsafederalaffirmative

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actionprogram,asopposedtothoseoccasionswhenastateorlocalityinitiatestheProgram.”Id.at*11(emphasisadded).ThecourtinafootnoteruledthatTEA‐21,beingafederalprogram,“relievesthestateofanyburdentoindependentlycarrythestrictscrutinyburden.”Id.at*11n.3.ThecourtheldstatesthatestablishDBEprogramsunderTEA‐21and49CFRPart26areimplementingaCongressionally‐requiredprogramandnotestablishingalocalone.Assuch,thecourtconcludedthatthestateneednotindependentlyproveitsDBEprogrammeetsthestrictscrutinystandard.Id.

22. Gross Seed Co. v. Nebraska Department of Roads, Civil Action File No. 4:00CV3073 (D. Neb. May 6, 2002), affirmed 345 F.3d 964 (8th Cir. 2003) 

TheUnitedStatesDistrictCourtfortheDistrictofNebraskaheldinGrossSeedCo.v.Nebraska(withtheUSDOTandFHWAasInterveners),thattheFederalDBEProgram(codifiedat49CFRPart26)isconstitutional.ThecourtalsoheldthattheNebraskaDepartmentofRoads(“NebraskaDOR”)DBEProgramadoptedandimplementedsolelytocomplywiththeFederalDBEProgramis“approved”bythecourtbecausethecourtfoundthat49CFRPart26andTEA‐21wereconstitutional.

Thecourtconcluded,similartothecourtinSherbrookeTurf,thattheStateofNebraskadidnotneedtoindependentlyestablishthatitsprogrammetthestrictscrutinyrequirementbecausetheFederalDBEProgramsatisfiedthatrequirement,andwasthereforeconstitutional.ThecourtdidnotengageinathoroughanalysisorevaluationoftheNebraskaDORProgramoritsimplementationoftheFederalDBEProgram.ThecourtpointsoutthattheNebraskaDORProgramisadoptedincompliancewiththeFederalDBEProgram,andthattheUSDOTapprovedtheuseofNebraskaDOR’sproposedDBEgoalsforfiscalyear2001,pendingcompletionofUSDOT’sreviewofthosegoals.Significantly,however,thecourtinitsfindingsdoesnotethattheNebraskaDORestablisheditsoverallgoalsforfiscalyear2001baseduponanindependentavailability/disparitystudy.

ThecourtupheldtheconstitutionalityoftheFederalDBEProgrambyfindingtheevidencepresentedbythefederalgovernmentandthehistoryofthefederallegislationaresufficienttodemonstratethatpastdiscriminationdoesexist“intheconstructionindustry”andthatracialandgenderdiscrimination“withintheconstructionindustry”issufficienttodemonstrateacompellinginterestinindividualareas,suchashighwayconstruction.ThecourtheldthattheFederalDBEProgramwassufficiently“narrowlytailored”tosatisfyastrictscrutinyanalysisbasedagainontheevidencesubmittedbythefederalgovernmentastotheFederalDBEProgram.

23. Klaver Construction, Inc. v. Kansas DOT, 211 F. Supp.2d 1296 (D. Kan. 2002) 

ThisisanothercasethatinvolvedachallengetotheUSDOTRegulationsthatimplementTEA‐21(49CFRPart26),inwhichtheplaintiffcontractorsoughttoenjointheKansasDepartmentofTransportation(“DOT”)fromenforcingitsDBEProgramonthegroundsthatitviolatestheEqualProtectionClauseundertheFourteenthAmendment.Thiscaseinvolvesadirectconstitutionalchallengetoracialandgenderpreferencesinfederally‐fundedstatehighwaycontracts.ThiscaseconcernedtheconstitutionalityoftheKansasDOT’simplementationoftheFederalDBEProgram,andtheconstitutionalityofthegender‐basedpoliciesofthefederalgovernmentandtherace‐andgender‐basedpoliciesoftheKansasDOT.Thecourtgrantedthefederalandstatedefendants’(USDOTandKansasDOT)MotionstoDismissbasedonlackof

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standing.ThecourtheldthecontractorcouldnotshowthespecificaspectsoftheDBEProgramthatitcontendsareunconstitutionalhavecauseditsallegedinjuries.

G. Recent Decisions and Authorities Involving Federal Procurement That May Impact DBE and MBE/WBE Programs 

1. Rothe Development, Inc. v. U.S. Dept. of Defense, U.S. Small Business Administration, et al., 836 F3d 57, 2016 WL 4719049 (D.C. Cir. 2016), cert. denied, 2017 WL 1375832 (2017), affirming on other grounds, Rothe Development, Inc. v. U.S. Dept. of Defense, U.S. Small Business Administration, et al., 107 F.Supp. 3d 183 (D.D.C. 2015) 

Inasplitdecision,themajorityofathreejudgepaneloftheUnitedStatesCourtofAppealsfortheDistrictofColumbiaCircuitupheldtheconstitutionalityofsection8(a)oftheSmallBusinessAct,whichwaschallengedbyPlaintiff‐AppellantRotheDevelopmentInc.(Rothe).RotheallegedthatthestatutorybasisoftheUnitedStatesSmallBusinessAdministration’s8(a)businessdevelopmentprogram(codifiedat15U.S.C.§637),violateditsrighttoequalprotectionundertheDueProcessClauseoftheFifthAmendment.836F.3d57,2016WL4719049,at*1.Rothecontendsthestatutecontainsaracialclassificationthatpresumescertainracialminoritiesareeligiblefortheprogram.Id.Thecourtheld,however,thatCongressconsideredandrejectedstatutorylanguagethatincludedaracialpresumption.Id.Congress,accordingtothecourt,choseinsteadtohingeparticipationintheprogramonthefaciallyrace‐neutralcriterionofsocialdisadvantage,whichitdefinedashavingsufferedracial,ethnic,orculturalbias.Id.

ThechallengedstatuteauthorizestheSmallBusinessAdministration(SBA)toenterintocontractswithotherfederalagencies,whichtheSBAthensubcontractstoeligiblesmallbusinessesthatcompeteforthesubcontractsinashelteredmarket.Id*1.Businessesownedby“sociallyandeconomicallydisadvantaged”individualsareeligibletoparticipateinthe8(a)program.Id.Thestatutedefinessociallydisadvantagedindividualsaspersons“whohavebeensubjectedtoracialorethnicprejudiceorculturalbiasbecauseoftheiridentityasamemberofagroupwithoutregardtotheirindividualqualities.”Id.,quoting15U.S.C.§627(a)(5).

TheSection8(a)statuteisrace‐neutral.ThecourtrejectedRothe’sallegations,findinginsteadthattheprovisionsoftheSmallBusinessActthatRothechallengesdonotontheirfaceclassifyindividualsbyrace.Id*1.ThecourtstatedthatSection8(a)usesfaciallyrace‐neutraltermsofeligibilitytoidentifyindividualvictimsofdiscrimination,prejudice,orbias,withoutpresumingthatmembersofcertainracial,ethnic,orculturalgroupsqualifyassuch.Id.Thecourtsaidthatmakesthisstatutedifferentfromotherstatutes,whichexpresslylimitparticipationincontractingprogramstoracialorethnicminoritiesorspecificallydirectthirdpartiestopresumethatmembersofcertainracialorethnicgroups,orminoritiesgenerally,areeligible.Id.

Incontrasttothestatute,thecourtfoundthattheSBA’sregulationimplementingthe8(a)programdoescontainaracialclassificationintheformofapresumptionthatanindividualwhoisamemberofoneoffivedesignatedracialgroupsissociallydisadvantaged.Id*2,citing13C.F.R.§124.103(b).Thiscase,thecourtheld,doesnotpermitittodecidewhethertherace‐basedregulatorypresumptionisconstitutionallysound,becauseRothehaselectedtochallengeonlythestatute.Id.Rothe’sdefinitionoftheracialclassificationitattacksinthiscase,accordingtothecourt,doesnotincludetheSBA’sregulation.Id.

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Becausethecourtheldthestatute,unliketheregulation,lacksaracialclassification,andbecauseRothehasnotallegedthatthestatuteisotherwisesubjecttostrictscrutiny,thecourtappliedrational‐basisreview.Idat*2.Thecourtstatedthestatute“readilysurvives”therationalbasisscrutinystandards.Id*2.Thecourt,therefore,affirmedthejudgmentofthedistrictcourtgrantingsummaryjudgmenttotheSBAandtheDepartmentofDefense,albeitondifferentgrounds.Id.

Thus,thecourtheldthecentralquestiononappealiswhetherSection8(a)warrantsstrictjudicialscrutiny,whichthecourtnotedthepartiesandthedistrictcourtbelievethatitdid.Id*2.Rothe,thecourtsaid,advancedonlythetheorythatthestatute,onitsface,Section8(a)oftheSmallBusinessAct,containsaracialclassification.Id*2.

Thecourtfoundthatthedefinitionoftheterm“sociallydisadvantaged”doesnotcontainaracialclassificationbecauseitdoesnotdistributeburdensorbenefitsonthebasisofindividualclassifications,itisrace‐neutralonitsface,anditspeaksofindividualvictimsofdiscrimination.Id*3.Onitsface,thecourtstatedthetermenvisionsaindividual‐basedapproachthatfocusesonexperienceratherthanonagroupcharacteristic,andthestatuterecognizesthatnotallmembersofaminoritygrouphavenecessarilybeensubjectedtoracialorethnicprejudiceorculturalbias.Id.Thecourtsaidthatthestatutedefinitionoftheterm“socialdisadvantaged”doesnotprovideforpreferentialtreatmentbasedonanapplicant’srace,butratheronanindividualapplicant’sexperienceofdiscrimination.Id*3.

Thecourtdistinguishedcasesinvolvingsituationsinwhichdisadvantagednon‐minorityapplicantscouldnotparticipate,butthecourtsaidtheplaintermsofthestatutepermitindividualsinanyracetobeconsidered“sociallydisadvantaged.”Id*3.Thecourtnoteditskeypointisthatthestatuteiseasilyreadnottorequireanygroup‐basedracialorethnicclassification,statingthestatutedefinessociallydisadvantagedindividualsasthoseindividualswhohavebeensubjectedtoracialorethnicprejudiceorculturalbias,notthoseindividualswhoaremembersorgroupsthathavebeensubjectedtoprejudiceorbias.Id.

ThecourtpointedoutthattheSBA’simplementationofthestatute’sdefinitionmaybebasedonaracialclassificationiftheregulationscarryitoutinamannerthatgivespreferencebasedonraceinsteadofindividualexperience.Id*4.But,thecourtfound,RothehasexpresslydisclaimedanychallengetotheSBA’simplementationofthestatute,andasaresult,theonlyquestionbeforethemiswhetherthestatuteitselfclassifiesbasedonrace,whichthecourtheldmakesnosuchclassification.Id*4.Thecourtdeterminedthestatutorylanguagedoesnotcreateapresumptionthatamemberofaparticularracialorethnicgroupisnecessarilysociallydisadvantaged,northatawhitepersonisnot.Id*5.

Thedefinitionofsocialdisadvantage,accordingtothecourt,doesnotamounttoaracialclassification,foritultimatelyturnsonabusinessowner’sexperienceofdiscrimination.Id*6.Thestatutedoesnotinstructtheagencytolimitthefieldtocertainracialgroups,ortoracialgroupsingeneral,nordoesittelltheagencytopresumethatanyonewhoisamemberofanyparticulargroupis,bythatmembershipalone,sociallydisadvantaged.Id.

ThecourtnotedthattheSupremeCourtandthiscourt’sdiscussionsofthe8(a)programhaveidentifiedtheregulations,notthestatute,asthesourceofitsracialpresumption.Id*8.ThecourtdistinguishedSection8(d)oftheSmallBusinessActascontainingarace‐basedpresumption,butfoundinthe8(a)programtheSupremeCourthasexplainedthattheagency(notCongress)presumesthatcertainracialgroupsaresociallydisadvantaged.Id.at*7.

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TheSBAstatutedoesnottriggerstrictscrutiny.Thecourtheldthatthestatutedoesnottriggerstrictscrutinybecauseitisrace‐neutral.Id*10.ThecourtpointedoutthatRothedoesnotarguethatthestatutecouldbesubjectedtostrictscrutiny,evenifitisfaciallyneutral,onthebasisthatCongressenacteditwithadiscriminatorypurpose.Id*9.IntheabsenceofsuchaclaimbyRothe,thecourtdetermineditwouldnotsubjectafaciallyrace‐neutralstatutetostrictscrutiny.Id.Theforeseeabilityofraciallydisparateimpact,withoutinvidiouspurpose,thecourtstated,doesnottriggerstrictconstitutionalscrutiny.Id.

Becausethestatutedoesnottriggerstrictscrutiny,thecourtfoundthatitneednotanddoesnotdecidewhetherthedistrictcourtcorrectlyconcludedthatthestatuteisnarrowlytailoredtomeetacompellinginterest.Id*10.Instead,thecourtconsideredwhetherthestatuteissupportedbyarationalbasis.Id.Thecourtheldthatitplainlyissupportedbyarationalbasis,becauseitbearsarationalrelationtosomelegitimateend.Id*10.

Thestatute,thecourtstated,aimstoremedytheeffectsofprejudiceandbiasthatimpedebusinessformationanddevelopmentandsuppressfaircompetitionforgovernmentcontracts.Id.Counteractingdiscrimination,thecourtfound,isalegitimateinterest,andincertaincircumstancesqualifiesascompelling.Id*11.Thestatutoryscheme,thecourtsaid,isrationallyrelatedtothatend.Id.

Thecourtdeclinedtoreviewthedistrictcourt’sadmissibilitydeterminationsastotheexpertwitnessesbecauseitstatedthatitwouldaffirmthedistrictcourt’sgrantofsummaryjudgmentevenifthedistrictcourtabuseditsdiscretioninmakingthosedeterminations.Id*11.Thecourtnotedtheexpertwitnesstestimonyisnotnecessaryto,norinconflictwith,itsconclusionthatSection8(a)issubjecttoandsurvivesrational‐basisreview.Id.

Otherissues.Thecourtdeclinedtoreviewthedistrictcourt’sadmissibilitydeterminationsastotheexpertwitnessesbecauseitstatedthatitwouldaffirmthedistrictcourt’sgrantofsummaryjudgmentevenifthedistrictcourtabuseditsdiscretioninmakingthosedeterminations.Id*11.Thecourtnotedtheexpertwitnesstestimonyisnotnecessaryto,norinconflictwith,itsconclusionthatSection8(a)issubjecttoandsurvivesrational‐basisreview.Id.

Inaddition,thecourtrejectedRothe’scontentionthatSection8(a)isanunconstitutionaldelegationoflegislativepower.Id*11.BecausetheargumentispremisedontheideathatCongresscreatedaracialclassification,whichthecourthashelditdidnot,Rothe’salternativeargumentondelegationalsofails.Id.

DissentingOpinion.Therewasadissentingopinionbyoneofthethreemembersofthecourt.ThedissentingjudgestatedinherviewthattheprovisionsoftheSmallBusinessActatissuearenotfaciallyrace‐neutral,butcontainaracialclassification.Id*12.ThedissentingjudgesaidthattheactprovidesmembersofcertainracialgroupsanadvantageinqualifyingforSection8(a)’scontractpreferencebyvirtueoftheirrace.Id*13.

ThedissentingopinionpointedoutthatallthepartiesandthedistrictcourtfoundthatstrictscrutinyshouldbeappliedindeterminingwhethertheSection8(a)programviolatesRothe’srighttoequalprotectionofthelaws.Id*16.Intheviewofthedissentingopinionthestatutorylanguageincludesaracialclassification,andtherefore,thestatuteshouldbesubjecttostrictscrutiny.Id*22.

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2. Rothe Development Corp. v. U.S. Dept. of Defense, et al., 545 F.3d 1023 (Fed. Cir. 2008) 

AlthoughthiscasedoesnotinvolvetheFederalDBEProgram(49CFRPart26),itisananalogouscasethatmayimpactthelegalanalysisandlawrelatedtothevalidityofprogramsimplementedbyrecipientsoffederalfunds,includingtheFederalDBEProgram.Additionally,itunderscorestherequirementthatrace‐,ethnic‐andgender‐basedprogramsofanynaturemustbesupportedbysubstantialevidence.InRothe,anunsuccessfulbidderonafederaldefensecontractbroughtsuitallegingthattheapplicationofanevaluationpreference,pursuanttoafederalstatute,toasmalldisadvantagedbidder(SDB)towhomacontractwasawarded,violatedtheEqualProtectionclauseoftheU.S.Constitution.ThefederalstatutechallengedisSection1207oftheNationalDefenseAuthorizationActof1987andasreauthorizedin2003.Thestatuteprovidesagoalthat5percentofthetotaldollaramountofdefensecontractsforeachfiscalyearwouldbeawardedtosmallbusinessesownedandcontrolledbysociallyandeconomicallydisadvantagesindividuals.10U.S.C.§2323.CongressauthorizedtheDepartmentofDefense(“DOD”)toadjustbidssubmittedbynon‐sociallyandeconomicallydisadvantagedfirmsupwardsby10percent(the“PriceEvaluationAdjustmentProgram”or“PEA”).

Thedistrictcourtheldthefederalstatute,asreauthorizedin2003,wasconstitutionalonitsface.Thecourtheldthe5percentgoalandthePEAprogramasreauthorizedin1992andappliedin1998wasunconstitutional.ThebasisofthedecisionwasthatCongressconsideredstatisticalevidenceofdiscriminationthatestablishedacompellinggovernmentalinterestinthereauthorizationofthestatuteandPEAprogramin2003.CongresshadnotdocumentedorconsideredsubstantialstatisticalevidencethattheDODdiscriminatedagainstminoritysmallbusinesseswhenitenactedthestatutein1992andreauthorizeditin1998.Theplaintiffappealedthedecision.

TheFederalCircuitfoundthatthe“analysisofthefacialconstitutionalityofanactislimitedtoevidencebeforeCongresspriortothedateofreauthorization.”413F.3d1327(Fed.Cir.2005)(affirminginpart,vacatinginpart,andremanding324F.Supp.2d840(W.D.Tex.2004).ThecourtlimiteditsreviewtowhetherCongresshadsufficientevidencein1992toreauthorizetheprovisionsin1207.Thecourtheldthatforevidencetoberelevanttoastrictscrutinyanalysis,“theevidencemustbeproventohavebeenbeforeCongresspriortoenactmentoftheracialclassification.”TheFederalCircuitheldthatthedistrictcourterredinrelyingonthestatisticalstudieswithoutfirstdeterminingwhetherthestudieswerebeforeCongresswhenitreauthorizedsection1207.TheFederalCircuitremandedthecaseanddirectedthedistrictcourttoconsiderwhetherthedatapresentedwassooutdatedthatitdidnotprovidetherequisitestrongbasisinevidencetosupportthereauthorizationofsection1207.

OnAugust10,2007theFederalDistrictCourtfortheWesternDistrictofTexasinRotheDevelopmentCorp.v.U.S.Dept.ofDefense,499F.Supp.2d775(W.D.Tex.Aug10,2007)issueditsOrderonremandfromtheFederalCircuitCourtofAppealsdecisioninRothe,413F.3d1327(FedCir.2005).Thedistrictcourtupheldtheconstitutionalityofthe2006ReauthorizationofSection1207oftheNationalDefenseAuthorizationActof1987(10USC§2323),whichpermitstheU.S.DepartmentofDefensetoprovidepreferencesinselectingbidssubmittedbysmallbusinessesownedbysociallyandeconomicallydisadvantagedindividuals(“SDBs”).Thedistrictcourtfoundthe2006Reauthorizationofthe1207Programsatisfiedstrictscrutiny,holdingthatCongresshadacompellinginterestwhenitreauthorizedthe1207Programin2006,thattherewassufficientstatisticalandanecdotalevidencebeforeCongresstoestablishacompellinginterest,andthatthereauthorizationin2006wasnarrowlytailored.

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Thedistrictcourt,amongitsmanyfindings,foundcertainevidencebeforeCongresswas“stale,”thattheplaintiff(Rothe)failedtorebutotherevidencewhichwasnotstale,andthatthedecisionsbytheEighth,NinthandTenthCircuitsinthedecisionsinConcreteWorks,AdarandConstructors,SherbrookeTurfandWesternStatesPaving(discussedaboveandbelow)wererelevanttotheevaluationofthefacialconstitutionalityofthe2006Reauthorization.

2007OrderoftheDistrictCourt(499F.Supp.2d775). IntheSection1207Act,Congresssetagoalthat5percentofthetotaldollaramountofdefensecontractsforeachfiscalyearwouldbeawardedtosmallbusinessesownedandcontrolledbysociallyandeconomicallydisadvantagedindividuals.Inordertoachievethatgoal,CongressauthorizedtheDODtoadjustbidssubmittedbynon‐sociallyandeconomicallydisadvantagedfirmsupto10percent.10U.S.C.§2323(e)(3).Rothe,499F.Supp.2d.at782.PlaintiffRothedidnotqualifyasanSDBbecauseitwasownedbyaCaucasianfemale.AlthoughRothewastechnicallythelowestbidderonaDODcontract,itsbidwasadjustedupwardby10percent,andathirdparty,whoqualifiedasaSDB,becamethe“lowest”bidderandwasawardedthecontract.Id.Rotheclaimsthatthe1207ProgramisfaciallyunconstitutionalbecauseittakesraceintoconsiderationinviolationoftheEqualProtectioncomponentoftheDueProcessClauseoftheFifthAmendment.Id.at782‐83.Thedistrictcourt’sdecisiononlyreviewedthefacialconstitutionalityofthe2006Reauthorizationofthe2007Program.

ThedistrictcourtinitiallyrejectedsixlegalargumentsmadebyRotheregardingstrictscrutinyreviewbasedontherejectionofthesameargumentsbytheEighth,Ninth,andTenthCircuitCourtsofAppealintheSherbrookeTurf,WesternStatesPaving,ConcreteWorks,AdarandVIIcases,andtheFederalCircuitCourtofAppealinRothe.Rotheat825‐833.

ThedistrictcourtdiscussedandcitedthedecisionsinAdarandVII(2000),SherbrookeTurf(2003),andWesternStatesPaving(2005),asholdingthatCongresshadacompellinginterestineradicatingtheeconomicrootsofracialdiscriminationinhighwaytransportationprogramsfundedbyfederalmonies,andconcludingthattheevidencecitedbythegovernment,particularlythatcontainedinTheCompellingInterest(a.k.a.theAppendix),morethansatisfiedthegovernment’sburdenofproductionregardingthecompellinginterestforarace‐consciousremedy.Rotheat827.BecausetheUrbanInstituteReport,whichpresenteditsanalysisof39stateandlocaldisparitystudies,wascross‐referencedintheAppendix,thedistrictcourtfoundthecourtsinAdarandVII,SherbrookeTurf,andWesternStatesPaving,alsoreliedonitinsupportoftheircompellinginterestholding.Id.at827.

ThedistrictcourtalsofoundthattheTenthCircuitdecisioninConcreteWorksIV,321F.3d950(10thCir.2003),establishedlegalprinciplesthatarerelevanttothecourt’sstrictscrutinyanalysis.First,Rothe’sclaimsfordeclaratoryjudgmentontheracialconstitutionalityoftheearlier1999and2002Reauthorizationsweremoot.Second,thegovernmentcanmeetitsburdenofproductionwithoutconclusivelyprovingtheexistenceofpastorpresentracialdiscrimination.Third,thegovernmentmayestablishitsowncompellinginterestbypresentingevidenceofitsowndirectparticipationinracialdiscriminationoritspassiveparticipationinprivatediscrimination.Fourth,oncethegovernmentmeetsitsburdenofproduction,Rothemustintroduce“credible,particularized”evidencetorebutthegovernment’sinitialshowingoftheexistenceofacompellinginterest.Fifth,Rothemayrebutthegovernment’sstatisticalevidencebygivingarace‐neutralexplanationforthestatisticaldisparities,showingthatthestatisticsareflawed,demonstratingthatthedisparitiesshownarenotsignificantoractionable,orpresentingcontrastingstatisticaldata.Sixth,thegovernmentmayrelyondisparitystudiestosupportitscompellinginterest,andthosestudiesmaycontrolfortheeffectthatpre‐existingaffirmativeactionprogramshaveonthestatisticalanalysis.Id.at829‐32.

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BasedonConcreteWorksIV,thedistrictcourtdidnotrequirethegovernmenttoconclusivelyprovethatthereispervasivediscriminationintherelevantmarket,thateachpresumptivelydisadvantagedgroupsufferedequallyfromdiscrimination,orthatprivatefirmsintentionallyandpurposefullydiscriminatedagainstminorities.Thecourtfoundthattheinferenceofdiscriminatoryexclusioncanarisefromstatisticaldisparities.Id.at830‐31.

ThedistrictcourtheldthatCongresshadacompellinginterestinthe2006Reauthorizationofthe1207Program,whichwassupportedbyastrongbasisintheevidence.ThecourtreliedinsignificantpartuponsixstateandlocaldisparitystudiesthatwerebeforeCongresspriortothe2006Reauthorizationofthe1207Program.ThecourtbasedthisevidenceonitsfindingthatSenatorKennedyhadreferencedthesedisparitystudies,discussedandsummarizedfindingsofthedisparitystudies,andRepresentativeCynthiaMcKinneyalsocitedthesamesixdisparitystudiesthatSenatorKennedyreferenced.Thecourtstatedthatbasedonthecontentofthefloordebate,itfoundthatthesestudieswereputbeforeCongresspriortothedateoftheReauthorizationofSection1207.Id.at838.

Thedistrictcourtfoundthatthesesixstateandlocaldisparitystudiesanalyzedevidenceofdiscriminationfromadiversecross‐sectionofjurisdictionsacrosstheUnitedStates,and“theyconstituteprimafacieevidenceofanation‐widepatternorpracticeofdiscriminationinpublicandprivatecontracting.”Id.at838‐39.Thecourtfoundthatthedatausedinthesesixdisparitystudiesisnot“stale”forpurposesofstrictscrutinyreview.Id.at839.ThecourtdisagreedwithRothe’sargumentthatallthedatawerestale(datainthestudiesfrom1997through2002),“becausethisdatawasthemostcurrentdataavailableatthetimethatthesestudieswereperformed.”Id.Thecourtfoundthatthegovernmentalentitiesshouldbeabletorelyonthemostrecentlyavailabledatasolongasthosedataarereasonablyup‐to‐date.Id.Thecourtdeclinedtoadopta“bright‐linerulefordeterminingstaleness.”Id.

ThecourtreferredtothereliancebytheNinthCircuitandtheEighthCircuitontheAppendixtoaffirmtheconstitutionalityoftheUSDOTMBE[nowDBE]Program,andrejectedfiveyearsasabright‐lineruleforconsideringwhetherdataare“stale.”Id.atn.86.Thecourtalsostatedthatit“acceptsthereasoningoftheAppendix,whichthecourtfoundstatedthatforthemostpart“thefederalgovernmentdoesbusinessinthesamecontractingmarketsasstateandlocalgovernments.Therefore,theevidenceinstateandlocalstudiesoftheimpactofdiscriminatorybarrierstominorityopportunityincontractingmarketsthroughoutthecountryisrelevanttothequestionofwhetherthefederalgovernmenthasacompellinginteresttotakeremedialactioninitsownprocurementactivities.”Id.at839,quoting61Fed.Reg.26042‐01,26061(1996).

ThedistrictcourtalsodiscussedadditionalevidencebeforeCongressthatitfoundinCongressionalCommitteeReportsandHearingRecords.Id.at865‐71.ThecourtnotedSBAReportsthatwerebeforeCongresspriortothe2006Reauthorization.Id.at871.

ThedistrictcourtfoundthatthedatacontainedintheAppendix,theBenchmarkStudy,andtheUrbanInstituteReportwere“stale,”andthecourtdidnotconsiderthosereportsasevidenceofacompellinginterestforthe2006Reauthorization.Id.at872‐75.ThecourtstatedthattheEighth,NinthandTenthCircuitsreliedontheAppendixtoupholdtheconstitutionalityoftheFederalDBEProgram,citingtothedecisionsinSherbrookeTurf,AdarandVII,andWesternStatesPaving.Id.at872.ThecourtpointedoutthatalthoughitdoesnotrelyonthedatacontainedintheAppendixtosupportthe2006Reauthorization,thefacttheEighth,Ninth,andTenthCircuitsreliedonthesedatatoupholdtheconstitutionalityoftheFederalDBEProgramasrecentlyas2005,convincedthecourtthatabright‐linestalenessruleisinappropriate.Id.at874.

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AlthoughthecourtfoundthatthedatacontainedintheAppendix,theUrbanInstituteReport,andtheBenchmarkStudywerestaleforpurposesofstrictscrutinyreviewregardingthe2006Reauthorization,thecourtfoundthatRotheintroducednoconcrete,particularizedevidencechallengingthereliabilityofthemethodologyorthedatacontainedinthesixstateandlocaldisparitystudies,andotherevidencebeforeCongress.ThecourtfoundthatRothefailedtorebutthedata,methodologyoranecdotalevidencewith“concrete,particularized”evidencetothecontrary.Id.at875.Thedistrictcourtheldthatbasedonthestudies,thegovernmenthadsatisfieditsburdenofproducingevidenceofdiscriminationagainstAfricanAmericans,AsianAmericans,HispanicAmericans,andNativeAmericansintherelevantindustrysectors.Id.at876.

ThedistrictcourtfoundthatCongresshadacompellinginterestinreauthorizingthe1207Programin2006,whichwassupportedbyastrongbasisofevidenceforremedialaction.Id.at877.Thecourtheldthattheevidenceconstitutedprimafacieproofofanationwidepatternorpracticeofdiscriminationinbothpublicandprivatecontracting,thatCongresshadsufficientevidenceofdiscriminationthroughouttheUnitedStatestojustifyanationwideprogram,andtheevidenceofdiscriminationwassufficientlypervasiveacrossraciallinestojustifygrantingapreferencetoallfivepurportedlydisadvantagedracialgroups.Id.

Thedistrictcourtalsofoundthatthe2006Reauthorizationofthe1207Programwasnarrowlytailoredanddesignedtocorrectpresentdiscriminationandtocounterthelingeringeffectsofpastdiscrimination.Thecourtheldthatthegovernment’sinvolvementinbothpresentdiscriminationandthelingeringeffectsofpastdiscriminationwassopervasivethattheDODandtheDepartmentofAirForcehadbecomepassiveparticipantsinperpetuatingit.Id.ThecourtstateditwaslawofthecaseandcouldnotbedisturbedonremandthattheFederalCircuitinRotheIIIhadheldthatthe1207Programwasflexibleinapplication,limitedindurationanditdidnotundulyimpactontherightsofthirdparties.Id.,quotingRotheIII,262F.3dat1331.

Thedistrictcourtthusconductedanarrowlytailoredanalysisthatreviewedthreefactors:

1. Theefficacyofrace‐neutralalternatives;

2. Evidencedetailingtherelationshipbetweenthestatednumericalgoalof5percentandtherelevantmarket;and

3. Over‐andunder‐inclusiveness.

Id.ThecourtfoundthatCongressexaminedtheefficacyofrace‐neutralalternativespriortotheenactmentofthe1207Programin1986andthattheseprogramswereunsuccessfulinremedyingtheeffectsofpastandpresentdiscriminationinfederalprocurement.Id.ThecourtconcludedthatCongresshadattemptedtoaddresstheissuesthroughrace‐neutralmeasures,discussedthosemeasures,andfoundthatCongress’adoptionofrace‐consciousprovisionswerejustifiedbytheineffectivenessofsuchrace‐neutralmeasuresinhelpingminority‐ownedfirmsovercomebarriers.Id.Thecourtfoundthatthegovernmentseriouslyconsideredandenactedrace‐neutralalternatives,buttheserace‐neutralprogramsdidnotremedythewidespreaddiscriminationthataffectedthefederalprocurementsector,andthatCongresswasnotrequiredtoimplementorexhausteveryconceivablerace‐neutralalternative.Id.at880.Rather,thecourtfoundthatnarrowtailoringrequiresonly“serious,goodfaithconsiderationofworkablerace‐neutralalternatives.”Id.

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Thedistrictcourtalsofoundthatthe5percentgoalwasrelatedtotheminoritybusinessavailabilityidentifiedinthesixstateandlocaldisparitystudies.Id.at881.Thecourtconcludedthatthe5percentgoalwasaspirational,notmandatory.Id.at882.Thecourtthenexaminedandfoundthattheregulationsimplementingthe1207Programwerenotover‐inclusiveforseveralreasons.

November4,2008decisionbytheFederalCircuitCourtofAppeals. OnNovember4,2008,theFederalCircuitCourtofAppealsreversedthejudgmentofthedistrictcourtinpart,andremandedwithinstructionstoenterajudgment(1)denyingRotheanyreliefregardingthefacialconstitutionalityofSection1207asenactedin1999or2002,(2)declaringthatSection1207asenactedin2006(10U.S.C.§2323)isfaciallyunconstitutional,and(3)enjoiningapplicationofSection1207(10U.S.C.§2323).

TheFederalCircuitCourtofAppealsheldthatSection1207,onitsface,asreenactedin2006,violatedtheEqualProtectioncomponentoftheFifthAmendmentrighttodueprocess.ThecourtfoundthatbecausethestatuteauthorizedtheDODtoaffordpreferentialtreatmentonthebasisofrace,thecourtappliedstrictscrutiny,andbecauseCongressdidnothavea“strongbasisinevidence”uponwhichtoconcludethattheDODwasapassiveparticipantinpervasive,nationwideracialdiscrimination—atleastnotontheevidenceproducedbytheDODandreliedonbythedistrictcourtinthiscase—Section1207failedtomeetthisstrictscrutinytest.545F.3dat1050.

Strictscrutinyframework.TheFederalCircuitCourtofAppealsrecognizedthattheSupremeCourthasheldagovernmentmayhaveacompellinginterestinremedyingtheeffectsofpastorpresentracialdiscrimination.545F.3dat1036.ThecourtcitedthedecisioninCroson,488U.S.at492,thatitis“beyonddisputethatanypublicentity,stateorfederal,hasacompellinginterestinassuringthatpublicdollars,drawnfromthetaxcontributionsofallcitizens,donotservetofinancetheevilofprivateprejudice.”545F.3d.at1036,quotingCroson,488U.S.at492.

Thecourtheldthatbeforeresortingtorace‐consciousmeasures,thegovernmentmustidentifythediscriminationtoberemedied,publicorprivate,withsomespecificity,andmusthaveastrongbasisofevidenceuponwhichtoconcludethatremedialactionisnecessary.545F.3dat1036,quotingCroson,488U.S.at500,504.Althoughthepartychallengingthestatutebearstheultimateburdenofpersuadingthecourtthatitisunconstitutional,theFederalCircuitstatedthatthegovernmentfirstbearsaburdentoproducestrongevidencesupportingthelegislature’sdecisiontoemployrace‐consciousaction.545F.3dat1036.

Evenwherethereisacompellinginterestsupportedbystrongbasisinevidence,thecourtheldthestatutemustbenarrowlytailoredtofurtherthatinterest.Id.Thecourtnotedthatanarrowtailoringanalysiscommonlyinvolvessixfactors:(1)thenecessityofrelief;(2)theefficacyofalternative,race‐neutralremedies;(3)theflexibilityofrelief,includingtheavailabilityofwaiverprovisions;(4)therelationshipwiththestatednumericalgoaltotherelevantlabormarket;(5)theimpactofreliefontherightsofthirdparties;and(6)theoverinclusivenessorunderinclusivenessoftheracialclassification.Id.

Compellinginterest–strongbasisinevidence. TheFederalCircuitpointedoutthatthestatisticalandanecdotalevidencereliefuponbythedistrictcourtinitsrulingbelowincludedsixdisparitystudiesofstateorlocalcontracting.TheFederalCircuitalsopointedoutthatthedistrictcourtfoundthatthedatacontainedintheAppendix,theUrbanInstituteReport,andtheBenchmarkStudywerestaleforpurposesofstrictscrutinyreviewofthe2006Authorization,andtherefore,thedistrictcourtconcludedthatitwouldnotrelyonthosethreereportsas

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evidenceofacompellinginterestforthe2006reauthorizationofthe1207Program.545F.3d1023,citingtoRotheVI,499F.Supp.2dat875.SincetheDODdidnotchallengethisfindingonappeal,theFederalCircuitstatedthatitwouldnotconsidertheAppendix,theUrbanInstituteReport,ortheDepartmentofCommerceBenchmarkStudy,andinsteaddeterminedwhethertheevidencereliedonbythedistrictcourtwassufficienttodemonstrateacompellinginterest.Id.

Sixstateandlocaldisparitystudies. TheFederalCircuitfoundthatdisparitystudiescanberelevanttothecompellinginterestanalysisbecause,asexplainedbytheSupremeCourtinCroson,“[w]herethereisasignificantstatisticaldisparitybetweenthenumberofqualifiedminoritycontractorswillingandabletoperformaparticularserviceandthenumberofsuchcontractorsactuallyengagedby[a]localityorthelocality’sprimecontractors,aninferenceofdiscriminatoryexclusioncouldarise.”545F.3dat1037‐1038,quotingCroson,488U.S.C.at509.TheFederalCircuitalsocitedtothedecisionbytheFifthCircuitCourtofAppealsinW.H.ScottConstr.Co.v.CityofJackson,199F.3d206(5thCir.1999)thatgivenCroson’semphasisonstatisticalevidence,othercourtsconsideringequalprotectionchallengestominority‐participationprogramshavelookedtodisparityindices,ortocomputationsofdisparitypercentages,indeterminingwhetherCroson’sevidentiaryburdenissatisfied.545F.3dat1038,quotingW.H.Scott,199F.3dat218.

TheFederalCircuitnotedthatadisparitystudyisastudyattemptingtomeasurethedifference‐ordisparity‐betweenthenumberofcontractsorcontractdollarsactuallyawardedminority‐ownedbusinessesinaparticularcontractmarket,ontheonehand,andthenumberofcontractsorcontractdollarsthatonewouldexpecttobeawardedtominority‐ownedbusinessesgiventheirpresenceinthatparticularcontractmarket,ontheotherhand.545F.3dat1037.

Staleness. TheFederalCircuitdeclinedtoadoptaperserulethatdatamorethanfiveyearsoldarestaleperse,whichrejectedtheargumentputforthbyRothe.545F.3dat1038.Thecourtpointedoutthatthedistrictcourtnotedothercircuitcourtshavereliedonstudiescontainingdatamorethanfiveyearsoldwhenconductingcompellinginterestanalyses,citingtoWesternStatesPavingv.WashingtonStateDepartmentofTransportation,407F.3d983,992(9thCir.2005)andSherbrookeTurf,Inc.v.MinnesotaDepartmentofTransportation,345F.3d964,970(8thCir.2003)(relyingontheAppendix,publishedin1996).

TheFederalCircuitagreedwiththedistrictcourtthatCongress“shouldbeabletorelyonthemostrecentlyavailabledatasolongasthatdataisreasonablyup‐to‐date.”545F.3dat1039.TheFederalCircuitaffirmedthedistrictcourt’sconclusionthatthedataanalyzedinthesixdisparitystudieswerenotstaleattherelevanttimebecausethedisparitystudiesanalyzeddatapertainedtocontractsawardedasrecentlyas2000oreven2003,andbecauseRothedidnotpointtomorerecent,availabledata.Id.

BeforeCongress. TheFederalCircuitfoundthatforevidencetoberelevantinthestrictscrutinyanalysis,it“mustbeproventohavebeenbeforeCongresspriortoenactmentoftheracialclassification.”545F.3dat1039,quotingRotheV,413F.3dat1338.TheFederalCircuithadissueswithdeterminingwhetherthesixdisparitystudieswereactuallybeforeCongressforseveralreasons,includingthattherewasnoindicationthatthesestudiesweredebatedorreviewedbymembersofCongressorbyanywitnesses,andbecauseCongressmadenofindingsconcerningthesestudies.545F.3dat1039‐1040.However,thecourtdetermineditneednotdecidewhetherthesixstudieswereputbeforeCongress,becausethecourtheldinanyeventthatthestudiesdidnotprovideasubstantiallyprobativeandbroad‐basedstatisticalfoundationnecessaryforthestrongbasisinevidencethatmustbethepredicatefornation‐wide,race‐consciousaction.Id.at1040.

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ThecourtdidnotethatfindingsregardingdisparitystudiesaretobedistinguishedfromformalfindingsofdiscriminationbytheDOD“whichCongresswasemphaticallynotrequiredtomake.”Id.at1040,footnote11(emphasisinoriginal).TheFederalCircuitcitedtheDeanv.CityofShreveportcasethatthe“governmentneednotincriminateitselfwithaformalfindingofdiscriminationpriortousingarace‐consciousremedy.”545F.3dat1040,footnote11quotingDeanv.CityofShreveport,438F.3d448,445(5thCir.2006).

Methodology. TheFederalCircuitfoundthatthereweremethodologicaldefectsinthesixdisparitystudies.Thecourtfoundthattheobjectionstotheparametersusedtoselecttherelevantpoolofcontractorswasoneofthemajordefectsinthestudies.545F.3dat1040‐1041.

Thecourtstatedthatingeneral,“[a]disparityratiolessthan0.80”—i.e.,afindingthatagivenminoritygroupreceivedlessthan80percentoftheexpectedamount—“indicatesarelevantdegreeofdisparity,”and“mightsupportaninferenceofdiscrimination.”545F.3dat1041,quotingthedistrictcourtopinioninRotheVI,499F.Supp.2dat842;andcitingEngineeringContractorsAssociationofSouthFlorida,Inc.v.MetropolitanDadeCounty,122F.3d895,914(11thCir.1997).Thecourtnotedthatthisdisparityratioattemptstocalculatearatiobetweentheexpectedcontractamountofagivenrace/gendergroupandtheactualcontractamountreceivedbythatgroup.545F.3dat1041.

Thecourtconsideredtheavailabilityanalysis,orbenchmarkanalysis,whichisutilizedtoensurethatonlythoseminority‐ownedcontractorswhoarequalified,willingandabletoperformtheprimecontractsatissueareconsideredwhenperformingthedenominatorofadisparityratio.545F.3dat1041.Thecourtcitedtoanexpertusedinthecasethata“crucialquestion”indisparitystudiesistodevelopacrediblemethodologytoestimatethisbenchmarkshareofcontractsminoritieswouldreceiveintheabsenceofdiscriminationandthetouchstoneformeasuringthebenchmarkistodeterminewhetherthefirmisready,willing,andabletodobusinesswiththegovernment.545F.3dat1041‐1042.

ThecourtconcludedthecontentionbyRothe,thatthesixstudiesmisappliedthis“touchstone”ofCrosonanderroneouslyincludedminority‐ownedfirmsthatweredeemedwillingorpotentiallywillingandable,withoutregardtowhetherthefirmwasqualified,wasnotadefectthatsubstantiallyundercuttheresultsoffourofthesixstudies,because“thebulkofthebusinessesconsideredinthesestudieswereidentifiedinwaysthatwouldtendtoestablishtheirqualifications,suchasbytheirpresenceoncitycontractrecordsandbidderlists.”545F.3dat1042.Thecourtnotedthatwithregardtothesestudiesavailableprimecontractorswereidentifiedviacertificationlists,willingnesssurveyofchambermembershipandtradeassociationmembershiplists,publicagencyandcertificationlists,utilizedprimecontractor,bidderlists,countyandothergovernmentrecordsandothertypelists.Id.

Thecourtstateditwaslessconfidentinthedeterminationofqualifiedminority‐ownedbusinessesbythetwootherstudiesbecausetheavailabilitymethodologyemployedinthosestudies,thecourtfound,appearedlesslikelytohaveweededoutunqualifiedbusinesses.Id.However,thecourtstateditwasmoretroubledbythefailureoffiveofthestudiestoaccountofficiallyforpotentialdifferencesinsize,or“relativecapacity,”ofthebusinessincludedinthosestudies.545F.3dat1042‐1043.

Thecourtnotedthatqualifiedfirmsmayhavesubstantiallydifferentcapacitiesandthusmightbeexpectedtobringinsubstantiallydifferentamountsofbusinessevenintheabsenceofdiscrimination.545F.3dat1043.TheFederalCircuitreferredtotheEleventhCircuitexplanationsimilarlythatbecausefirmsarebigger,biggerfirmshaveabiggerchancetowin

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biggercontracts,andthusonewouldexpectthebigger(onaverage)non‐MWBEfirmstogetadisproportionatelyhigherpercentageoftotalconstructiondollarsawardedthanthesmallerMWBEfirms.545F.3dat1043quotingEngineeringContractorsAssociation,122F.3dat917.Thecourtpointedoutitsissueswiththestudiesaccountingfortherelativesizesofcontractsawardedtominority‐ownedbusinesses,butnotconsideringtherelativesizesofthebusinessesthemselves.Id.at1043.

Thecourtnotedthatthestudiesmeasuredtheavailabilityofminority‐ownedbusinessesbythepercentageoffirmsinthemarketownedbyminorities,insteadofbythepercentageoftotalmarketplacecapacitythosefirmscouldprovide.Id.Thecourtsaidthatforadisparityratiotohaveasignificantprobativevalue,thesametimeperiodandmetric(dollarsornumbers)shouldbeusedinmeasuringtheutilizationandavailabilityshares.545F.3dat1044,n.12.

Thecourtstatedthatwhiletheseparametersrelatingtothefirmsizemayhaveensuredthateachminority‐ownedbusinessinthestudiesmetacapacitythreshold,theseparametersdidnotaccountfortherelativecapacitiesofbusinessestobidformorethanonecontractatatime,whichfailurerenderedthedisparityratioscalculatedbythestudiessubstantiallylessprobativeontheirown,ofthelikelihoodofdiscrimination.Id.at1044.Thecourtpointedoutthatthestudiescouldhaveaccountedforfirmsizeevenwithoutchangingthedisparityratiomethodologiesbyemployingregressionanalysistodeterminewhethertherewasastatisticallysignificantcorrelationbetweenthesizeofafirmandtheshareofcontractdollarsawardedtoit.545F.3dat1044citingtoEngineeringContractorsAssociation,122F.3dat917.Thecourtnotedthatonlyoneofthestudiesconductedthistypeofregressionanalysis,whichincludedtheindependentvariablesofafirm‐ageofacompany,ownereducationlevel,numberofemployees,percentofrevenuefromtheprivatesectorandownerexperienceforindustrygroupings.Id.at1044‐1045.

Thecourtstated,to“beclear,”thatitdidnotholdthatthedefectsintheavailabilityandcapacityanalysesinthesesixdisparitystudiesrenderthestudieswhollyunreliableforanypurpose.Id.at1045.Thecourtsaidthatwherethecalculateddisparityratiosarelowenough,thecourtdoesnotforeclosethepossibilitythataninferenceofdiscriminationmightstillbepermissibleforsomeoftheminoritygroupsinsomeofthestudiedindustriesinsomeofthejurisdictions.Id.Thecourtrecognizedthataminority‐ownedfirm’scapacityandqualificationsmaythemselvesbeaffectedbydiscrimination.Id.Thecourtheld,however,thatthedefectsitnoteddetracteddramaticallyfromtheprobativevalueofthesixstudies,andinconjunctionwiththeirlimitedgeographiccoverage,renderedthestudiesinsufficienttoformthestatisticalcoreofthestrongbasisandevidencerequiredtoupholdthestatute.Id.

Geographiccoverage. Thecourtpointedoutthatwhereasmunicipalitiesmustnecessarilyidentifydiscriminationintheimmediatelocalitytojustifyarace‐basedprogram,thecourtdoesnotthinkthatCongressneedstohavehadevidencebeforeitofdiscriminationinall50statesinordertojustifythe1207program.Id.Thecourtstressed,however,thatinholdingthesixstudiesinsufficientinthisparticularcase,“wedonotnecessarilydisapproveofdecisionsbyothercircuitcourtsthathaverelied,directlyorindirectly,onmunicipaldisparitystudiestoestablishafederalcompellinginterest.”545F.3dat1046.Thecourtstatedinparticular,theAppendixreliedonbytheNinthandTenthCircuitsinthecontextofcertainrace‐consciousmeasurespertainingtofederalhighwayconstruction,referencestheUrbanInstituteReport,whichitselfanalyzedover50disparitystudiesandreliedforitsconclusionsonover30ofthosestudies,afarbroaderbasisthanthesixstudiesprovidedinthiscase.Id.

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Anecdotalevidence. Thecourtheldthatgivenitsholdingregardingstatisticalevidence,itdidnotreviewtheanecdotalevidencebeforeCongress.Thecourtdidpointout,however,thattherewasnotevidencepresentedofasingleinstanceofallegeddiscriminationbytheDODinthecourseofawardingaprimecontract,ortoasingleinstanceofallegeddiscriminationbyaprivatecontractoridentifiedastherecipientofaprimedefensecontract.545F.3dat1049.ThecourtnotedthislackofevidenceinthecontextoftheopinioninCrosonthatifagovernmenthasbecomeapassiveparticipantinasystemofracialexclusionpracticedbyelementsofthelocalconstructionindustry,thenthatgovernmentmaytakeaffirmativestepstodismantletheexclusionarysystem.545F.3dat1048,citingCroson,488U.S.at492.

TheFederalCircuitpointedoutthattheTenthCircuitinConcreteWorksnotedtheCityofDenverofferedmorethandollaramountstolinkitsspendingtoprivatediscrimination,butinsteadprovidedtestimonyfromminoritybusinessownersthatgeneralcontractorswhousethemincityconstructionprojectsrefusetousethemonprivateprojects,withtheresultthatDenverhadpaidtaxdollarstosupportfirmsthatdiscriminatedagainstotherfirmsbecauseoftheirrace,ethnicityandgender.545F.3dat1049,quotingConcreteWorks,321F.3dat976‐977.

Inconcluding,thecourtstatedthatitstresseditsholdingwasgroundedintheparticularitemsofevidenceofferedbytheDOD,and“shouldnotbeconstruedasstatingblanketrules,forexampleaboutthereliabilityofdisparitystudies.AstheFifthCircuithasexplained,thereisno‘precisemathematicalformula’toassessthequantumofevidencethatrisestotheCroson‘strongbasisinevidence’benchmark.’”545F.3dat1049,quotingW.H.ScottConstr.Co.,199F.3dat218n.11.

Narrowlytailoring. TheFederalCircuitonlymadetwoobservationsaboutnarrowlytailoring,becauseitheldthatCongresslackedtheevidentiarypredicateforacompellinginterest.First,itnotedthatthe1207Programwasflexibleinapplication,limitedinduration,andthatitdidnotundulyimpactontherightsofthirdparties.545F.3dat1049.Second,thecourtheldthattheabsenceofstronglyprobativestatisticalevidencemakesitimpossibletoevaluateatleastoneoftheothernarrowlytailoringfactors.WithoutsolidbenchmarksfortheminoritygroupscoveredbytheSection1207,thecourtsaiditcouldnotdeterminewhetherthe5percentgoalisreasonablyrelatedtothecapacityoffirmsownedbymembersofthoseminoritygroups—i.e.,whetherthatgoaliscomparabletotheshareofcontractsminoritieswouldreceiveintheabsenceofdiscrimination.”545F.3dat1049‐1050.

3. Rothe Development, Inc. v. U.S. Dept. of Defense and Small Business Administration, 107 F. Supp. 3d 183, 2015 WL 3536271 (D.D.C. 2015), affirmed on other grounds, 836 F.3d 57, 2016 WL 4719049 (D.C. Cir. 2016). 

PlaintiffRotheDevelopment,Inc.isasmallbusinessthatfiledthisactionagainsttheU.S.DepartmentofDefense(“DOD”)andtheU.S.SmallBusinessAdministration(“SBA”)(collectively,“Defendants”)challengingtheconstitutionalityoftheSection8(a)Programonitsface.

TheconstitutionalchallengethatRothebringsinthiscaseisnearlyidenticaltothechallengebroughtinthecaseofDynaLanticCorp.v.UnitedStatesDepartmentofDefense,885F.Supp.2d237(D.D.C.2012).TheplaintiffinDynaLanticsuedtheDOD,theSBA,andtheDepartmentofNavyallegingthatSection8(a)wasunconstitutionalbothonitsfaceandasappliedtothemilitarysimulationandtrainingindustry.SeeDynaLantic,885F.Supp.2dat242.DynaLantic’scourtdisagreedwiththeplaintiff’sfacialattackandheldtheSection8(a)Programasfacially

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constitutional.SeeDynaLantic,885F.Supp.2dat248‐280,283‐291.(SeealsodiscussionofDynaLanticinthisAppendixbelow.)

ThecourtinRothestatesthattheplaintiffRothereliesonsubstantiallythesamerecordevidenceandnearlyidenticallegalargumentsasintheDynaLanticcase,andurgesthecourttostrikedowntherace‐consciousprovisionsofSection8(a)ontheirface,andthustodepartfromDynaLantic’sholdinginthecontextofthiscase.2015WL3536271at*1.BoththeplaintiffRotheandtheDefendantsfiledcross‐motionsforsummaryjudgmentaswellasmotionstolimitorexcludetestimonyofeachother’sexpertwitnesses.ThecourtconcludesthatDefendants’expertsmeettherelevantqualificationstandardsundertheFederalRules,andthereforedeniesplaintiffRothe’smotiontoexcludeDefendants’experttestimony.Id.Bycontrast,thecourtfoundsufficientreasontodoubtthequalificationsofoneofplaintiff’sexpertsandtoquestionthereliabilityofthetestimonyoftheother;consequently,thecourtgrantstheDefendants’motionstoexcludeplaintiff’sexperttestimony.

Inaddition,thecourtinRotheagreeswiththecourt’sreasoninginDynaLantic,andthusthecourtinRothealsoconcludesthatSection8(a)isconstitutionalonitsface.Accordingly,thecourtdeniesplaintiff’smotionforsummaryjudgmentandgrantsDefendants’cross‐motionforsummaryjudgment.

DynaLantic Corp. v. Department of Defense. ThecourtinRotheanalyzedtheDynaLanticcase,andagreedwiththefindings,holdingandconclusionsofthecourtinDynaLantic.See2015WL3536271at*4‐5.ThecourtinRothenotedthatthecourtinDynaLanticengagedinadetailedexaminationofSection8(a)andtheextensiverecordevidence,includingdisparitystudiesonracialdiscriminationinfederalcontractingacrossvariousindustries.Id.at*5.ThecourtinDynaLanticconcludedthatCongresshadacompellinginterestineliminatingtherootsofracialdiscriminationinfederalcontracting,fundedbyfederalmoney,andalsothatthegovernmenthadestablishedastrongbasisinevidencetosupportitsconclusionthatremedialactionwasnecessarytoremedythatdiscrimination.Id.at*5.Thisconclusionwasbasedonthefindingthegovernmentprovidedextensiveevidenceofdiscriminatorybarrierstominoritybusinessformationandminoritybusinessdevelopment,aswellassignificantevidencethat,evenwhenminoritybusinessesarequalifiedandeligibletoperformcontractsinbothpublicandprivatesectors,theyareawardedthesecontractsfarlessoftenthantheirsimilarlysituatednon‐minoritycounterparts.Id.at*5,citingDynaLantic,885F.Supp.2dat279.

ThecourtinDynaLanticalsofoundthatDynaLantichadfailedtopresentcredible,particularizedevidencethatunderminedthegovernment’scompellinginterestorthatdemonstratedthatthegovernment’sevidencedidnotsupportaninferenceofpriordiscriminationandthusaremedialpurpose.2015WL3536271at*5,citingDynaLantic,at279.

Withrespecttonarrowtailoring,thecourtinDynaLanticconcludedthattheSection8(a)Programisnarrowlytailoredonitsface,andthatsinceSection8(a)race‐consciousprovisionswerenarrowlytailoredtofurtheracompellingstateinterest,strictscrutinywassatisfiedinthecontextoftheconstructionindustryandinotherindustriessuchasarchitectureandengineering,andprofessionalservicesaswell.Id.ThecourtinRothealsonotedthatthecourtinDynaLanticfoundthatDynaLantichadthusfailedtomeetitsburdentoshowthatthechallengeprovisionswereunconstitutionalinallcircumstancesandheldthatSection8(a)wasconstitutionalonitsface.Id.

Defendants’expertevidence.OneofDefendants’expertsusedregressionanalysis,claimingtohaveisolatedtheeffectinminorityownershiponthelikelihoodofasmallbusinessreceiving

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governmentcontracts,specificallyusinga“logitmodel”toexaminegovernmentcontractingdatainordertodeterminewhetherthedatashowanydifferenceintheoddsofcontractsbeingwonbyminority‐ownedsmallbusinessesrelativetoothersmallbusinesses.2015WL3536271at*9.Theexpertcontrolledforothervariablesthatcouldinfluencetheoddsofwhetherornotagivenfirmwinsacontract,suchasbusinesssize,age,andlevelofsecurityclearance,andconcludedthattheoddsofminority‐ownedsmallfirmsandnon‐8(a)SDBfirmswinningcontractswerelowerthansmallnon‐minorityandnon‐SDBfirms.Id.Inaddition,theDefendants’expertfoundthatnon‐8(a)minority‐ownedSDBsarestatisticallysignificantlylesslikelytowinacontractinindustriesaccountingfor94.0%ofcontractactions,93.0%ofdollarsawarded,andinwhich92.2%ofnon‐8(a)minority‐ownedSDBsareregistered.Id.Also,theexpertfoundthatthereisnoindustrywherenon‐8(a)minority‐ownedSDBshaveastatisticallysignificantadvantageintermsofwinningacontractfromthefederalgovernment.Id.

ThecourtrejectedRothe’scontentionthattheexpertopinionisbasedoninsufficientdata,andthatitsanalysisofdatarelatedtoasubsetoftherelevantindustrycodesistoonarrowtosupportitsscientificconclusions.Id.at*10.Thecourtfoundconvincingtheexpert’sresponsetoRothe’scritiqueabouthisdataset,explainingthat,fromamathematicalperspective,excludingcertainNAICScodesandanalyzingdataatthethree‐digitlevelactuallyincreasesthereliabilityofhisresults.Theexpertoptedtousecodesatthethree‐digitlevelasacompromise,balancingtheneedtohavesufficientdataineachindustrygroupingandtherecognitionthatmanyfirmscanswitchproductionwithinthebroaderthree‐digitcategory.Id.TheexpertalsoexcludedcertainNAICSindustrygroupsfromhisregressionanalysesbecauseofincompletedata,irrelevance,orbecausedataissuesinagivenNAICSgrouppreventedtheregressionmodelfromproducingreliableestimates.Id.Thecourtfoundthattheexpert’sreasoningwithrespecttotheexclusionsandassumptionshemakesintheanalysisarefullyexplainedandscientificallysound.Id.

Inaddition,thecourtfoundthatpost‐enactmentevidencewasproperlyconsideredbytheexpertandthecourt.Id.Thecourtfoundthatnearlyeverycircuittoconsiderthequestionoftherelevanceofpost‐enactmentevidencehasheldthatreviewingcourtsneednotlimitthemselvestotheparticularevidencethatCongressrelieduponwhenitenactedthestatuteatissue.Id.,citingDynaLantic,885F.Supp.2dat257.

Thus,thecourtheldthatpost‐enactmentevidenceisrelevanttoconstitutionalreview,inparticular,followingthecourtinDynaLantic,whenthestatuteisover30yearsoldandtheevidenceusedtojustifySection8(a)isstaleforpurposesofdeterminingacompellinginterestinthepresent.Id.,citingDynaLanticat885F.Supp.2dat258.ThecourtalsopointsoutthatthestatuteitselfcontemplatesthatCongresswillreviewthe8(a)Programonacontinuingbasis,whichrenderstheuseofpost‐enactmentevidenceproper.Id.

ThecourtalsofoundDefendants’additionalexpert’stestimonyasadmissibleinconnectionwiththatexpert’sreviewoftheresultsofthe107disparitystudiesconductedthroughouttheUnitedStatessincetheyear2000,allbut32ofwhichweresubmittedtoCongress.Id.at*11.ThisexperttestifiedthatthedisparitystudiessubmittedtoCongress,takenasawhole,providestrongevidenceoflarge,adverse,andoftenstatisticallysignificantdisparitiesbetweenminorityparticipationinbusinessenterpriseactivityandtheavailabilityofthosebusinesses;thedisparitiesarenotexplainedsolelybydifferencesinfactorsotherthanraceandsexthatareuntaintedbydiscrimination;andthedisparitiesareconsistentwiththepresenceofdiscriminationinthebusinessmarket.Id.at*12.

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ThecourtrejectsRothe’scontentionstoexcludethisexperttestimonymerelybasedontheargumentbyRothethatthefactualbasisfortheexpert’sopinionisunreliablebasedonallegedflawsinthedisparitystudiesorthatthefactualbasisfortheexpert’sopinionsareweak.Id.ThecourtstatesthatevenifRothe’scontentionsarecorrect,anattackontheunderlyingdisparitystudiesdoesnotnecessitatetheremedyofexclusion.Id.

Plaintiff’sexpert’stestimonyrejected.Thecourtfoundthatoneofplaintiff’sexpertswasnotqualifiedbasedonhisownadmissionsregardinghislackoftraining,education,knowledge,skillandexperienceinanystatisticaloreconometricmethodology.Id.at*13.Plaintiff’sotherexpertthecourtdeterminedprovidedtestimonythatwasunreliableandinadmissibleashispreferredmethodologyforconductingdisparitystudies“appearstobewelloutsideofthemainstreaminthisparticularfield.”Id.at*14.Theexpert’smethodologyincludedhisassertionthattheonlyproperwaytodeterminetheavailabilityofminority‐ownedbusinessesistocountthosecontractorsandsubcontractorsthatactuallyperformorbidoncontracts,whichthecourtrejectedasnotreliable.Id.

TheSection8(a)Programisconstitutionalonitsface.ThecourtfoundpersuasivethecourtdecisioninDynaLantic,andheldthatinasmuchasRotheseekstore‐litigatethelegalissuespresentedinthatcase,thiscourtdeclinesRothe’sinvitationtodepartfromtheDynaLanticcourt’sconclusionthatSection8(a)isconstitutionalonitsface.Id.at*15.

ThecourtreiterateditsagreementwiththeDynaLanticcourtthatracialclassificationsareconstitutionalonlyiftheyarenarrowlytailoredmeasuresthatfurthercompellinggovernmentalinterest.Id.at*17.Todemonstrateacompellinginterest,thegovernmentdefendantsmustmaketwoshowings:firstthegovernmentmustarticulatealegislativegoalthatisproperlyconsideredacompellinggovernmentalinterest,andsecondthegovernmentmustdemonstrateastrongbasisinevidencesupportingitsconclusionthatrace‐basedremedialactionwasnecessarytofurtherthatinterest.Id.at*17.Insodoing,thegovernmentneednotconclusivelyprovetheexistenceofracialdiscriminationinthepastorpresent.Id.Thegovernmentmayrelyonbothstatisticalandanecdotalevidence,althoughanecdotalevidencealonecannotestablishastrongbasisinevidenceforthepurposesofstrictscrutiny.Id.

Ifthegovernmentmakesbothshowings,theburdenshiftstotheplaintifftopresentcredible,particularizedevidencetorebutthegovernment’sinitialshowingofacompellinginterest.Id.Onceacompellinginterestisestablished,thegovernmentmustfurthershowthatthemeanschosentoaccomplishthegovernment’sassertedpurposearespecificallyandnarrowlyframedtoaccomplishthatpurpose.Id.

ThecourtheldthatthegovernmentarticulatedandestablishedcompellinginterestfortheSection8(a)Program,namely,remedyingrace‐baseddiscriminationanditseffects.Id.Thecourtheldthegovernmentalsoestablishedastrongbasisinevidencethatfurtheringthisinterestrequiresrace‐basedremedialaction–specifically,evidenceregardingdiscriminationingovernmentcontracting,whichconsistedofextensiveevidenceofdiscriminatorybarrierstominoritybusinessformationandforcefulevidenceofdiscriminatorybarrierstominoritybusinessdevelopment.Id.at*17,citingDynaLantic,885F.Supp.2dat279.

ThegovernmentdefendantsinthiscaserelieduponthesameevidenceasintheDynaLanticcaseandthecourtfoundthatthegovernmentprovidedsignificantevidencethatevenwhenminoritybusinessesarequalifiedandeligibletoperformcontractsinboththeprivateandpublicsectors,theyareawardedthesecontractsfarlessoftenthantheirsimilarlysituatednon‐minoritycounterparts.Id.at*17.ThecourtheldthatRothehasfailedtorebuttheevidenceofthe

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governmentwithcredibleandparticularizedevidenceofitsown.Id.at*17.Furthermore,thecourtfoundthatthegovernmentdefendantsestablishedthattheSection8(a)Programisnarrowlytailoredtoachievetheestablishedcompellinginterest.Id.at*18.

Thecourtfound,citingagreementwiththeDynaLanticcourt,thattheSection8(a)Programsatisfiesallsixfactorsofnarrowtailoring.Id.First,alternativerace‐neutralremedieshaveprovedunsuccessfulinaddressingthediscriminationtargetedwiththeProgram.Id.Second,theSection8(a)Programisappropriatelyflexible.Id.Third,Section8(a)isneitherovernorunder‐inclusive.Id.Fourth,theSection8(a)Programimposestemporallimitsoneveryindividual’sparticipationthatfulfilledthedurationalaspectofnarrowtailoring.Id.Fifth,therelevantaspirationalgoalsforSDBcontractingparticipationarenumericallyproportionate,inpartbecausetheevidencepresentedestablishedthatminorityfirmsareready,willingandabletoperformworkequaltotwotofivepercentofgovernmentcontractsinindustriesincludingbutnotlimitedtoconstruction.Id.Andsix,thefactthattheSection8(a)Programreservescertaincontractsforprogramparticipantsdoesnot,onitsface,createanimpermissibleburdenonnon‐participatingfirms.Id.;citingDynaLantic,885F.Supp.2dat283‐289.

Accordingly,thecourtconcurredcompletelywiththeDynaLanticcourt’sconclusionthatthestrictscrutinystandardhasbeenmet,andthattheSection8(a)Programisfaciallyconstitutionaldespiteitsrelianceonrace‐consciouscriteria.Id.at*18.Thecourtfoundthatonbalancethedisparitystudiesonwhichthegovernmentdefendantsrelyreveallarge,statisticallysignificantbarrierstobusinessformationamongminoritygroupsthatcannotbeexplainedbyfactorsotherthanrace,anddemonstratethatdiscriminationbyprimecontractors,privatesectorcustomers,suppliersandbondingcompaniescontinuestolimitminoritybusinessdevelopment.Id.at*18,citingDynaLantic,885F.Supp.2dat261,263.

Moreover,thecourtfoundthattheevidenceclearlyshowsthatqualified,eligibleminority‐ownedfirmsareexcludedfromcontractingmarkets,andaccordinglyprovidespowerfulevidencefromwhichaninferenceofdiscriminatoryexclusioncouldarise.Id.at*18.ThecourtconcurredwiththeDynaLanticcourt’sconclusionthatbasedontheevidencebeforeCongress,ithadastrongbasisinevidencetoconcludetheuseofrace‐consciousmeasureswasnecessaryin,atleast,somecircumstances.Id.at*18,citingDynaLantic,885F.Supp.2dat274.

Inaddition,inconnectionwiththenarrowtailoringanalysis,thecourtrejectedRothe’sargumentthatSection8(a)race‐consciousprovisionscannotbenarrowlytailoredbecausetheyapplyacrosstheboardinequalmeasures,forallpreferredraces,inallmarketsandsectors.Id.at*19.ThecourtstatedthepresumptionthataminorityapplicantissociallydisadvantagedmayberebuttediftheSBAispresentedwithcredibleevidencetothecontrary.Id.at*19.Thecourtpointedoutthatanypersonmaypresentcredibleevidencechallenginganindividual’sstatusassociallyoreconomicallydisadvantaged.Id.ThecourtsaidthatRothe’sargumentisincorrectbecauseitisbasedonthemisconceptionthatnarrowtailoringnecessarilymeansaremedythatislaser‐focusedonasinglesegmentofaparticularindustryorarea,ratherthanthecommonunderstandingthatthe“narrowness”ofthenarrow‐tailoringmandaterelatestotherelationshipbetweenthegovernment’sinterestandtheremedyitprescribes.Id.

Conclusion.Thecourtconcludedthatplaintiff’sfacialconstitutionalchallengetotheSection8(a)Programfailed,thatthegovernmentdefendantsdemonstratedacompellinginterestforthegovernment’sracialclassification,thepurportedneedforremedialactionissupportedbystrongandunrebuttedevidence,andthattheSection8(a)programisnarrowlytailoredtofurtheritscompellinginterest.Id.at*20.

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4. DynaLantic Corp. v. United States Dept. of Defense, et al., 885 F.Supp.2d 237, 2012 WL 3356813 (D.D.C., 2012), appeals voluntarily dismissed, United States Court of Appeals, District of Columbia, Docket Numbers 12‐5329 and 12‐5330 (2014) 

Plaintiff,theDynaLanticCorporation(“DynaLantic”),isasmallbusinessthatdesignsandmanufacturesaircraft,submarine,ship,andothersimulatorsandtrainingequipment.DynaLanticsuedtheUnitedStatesDepartmentofDefense(“DoD”),theDepartmentoftheNavy,andtheSmallBusinessAdministration(“SBA”)challengingtheconstitutionalityofSection8(a)oftheSmallBusinessAct(the“Section8(a)program”),onitsfaceandasapplied:namely,theSBA’sdeterminationthatitisnecessaryorappropriatetosetasidecontractsinthemilitarysimulationandtrainingindustry.2012WL3356813,at*1,*37.

TheSection8(a)programauthorizesthefederalgovernmenttolimittheissuanceofcertaincontractstosociallyandeconomicallydisadvantagedbusinesses.Id.at*1.DynaLanticclaimedthattheSection8(a)isunconstitutionalonitsfacebecausetheDoD’suseoftheprogram,whichisreservedfor“sociallyandeconomicallydisadvantagedindividuals,”constitutesanillegalracialpreferenceinviolationoftheequalprotectioninviolatingitsrighttoequalprotectionundertheDueProcessClauseoftheFifthAmendmenttotheConstitutionandotherrights.Id.at*1.DynaLanticalsoclaimedtheSection8(a)programisunconstitutionalasappliedbythefederaldefendantsinDynaLantic’sspecificindustry,definedasthemilitarysimulationandtrainingindustry.Id.

AsdescribedinDynaLanticCorp.v.UnitedStatesDepartmentofDefense,503F.Supp.2d262(D.D.C.2007)(seebelow),thecourtpreviouslyhaddeniedMotionsforSummaryJudgmentbythepartiesanddirectedthemtoproposefutureproceedingsinordertosupplementtherecordwithadditionalevidencesubsequentto2007beforeCongress.503F.Supp.2dat267.

TheSection8(a)Program.TheSection8(a)programisabusinessdevelopmentprogramforsmallbusinessesownedbyindividualswhoarebothsociallyandeconomicallydisadvantagedasdefinedbythespecificcriteriasetforthinthecongressionalstatuteandfederalregulationsat15U.S.C.§§632,636and637;see13CFR§124.“Sociallydisadvantaged”individualsarepersonswhohavebeen“subjectedtoracialorethnicprejudiceorculturalbiaswithinAmericansocietybecauseoftheiridentitiesasmembersofgroupswithoutregardtotheirindividualqualities.”13CFR§124.103(a);seealso15U.S.C.§637(a)(5).“Economicallydisadvantaged”individualsarethosesociallydisadvantagedindividuals“whoseabilitytocompeteinthefreeenterprisesystemhasbeenimpairedduetodiminishedcapitalandcreditopportunitiesascomparedtoothersinthesameorsimilarlineofbusinesswhoarenotsociallydisadvantaged.”13CFR§124.104(a);seealso15U.S.C.§637(a)(6)(A).DynaLanticCorp.,2012WL3356813at*2.

Individualswhoaremembersofcertainracialandethnicgroupsarepresumptivelysociallydisadvantaged;suchgroupsinclude,butarenotlimitedto,BlackAmericans,HispanicAmericans,NativeAmericans,Indiantribes,AsianPacificAmericans,NativeHawaiianOrganizations,andotherminorities.Id.at*2quoting15U.S.C.§631(f)(1)(B)‐(c);seealso13CFR§124.103(b)(1).Allprospectiveprogramparticipantsmustshowthattheyareeconomicallydisadvantaged,whichrequiresanindividualtoshowanetworthoflessthan$250,000uponenteringtheprogram,andashowingthattheindividual’sincomeforthreeyearspriortotheapplicationandthefairmarketvalueofallassetsdonotexceedacertainthreshold.2012WL3356813at*3;see13CFR§124.104(c)(2).

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Congresshasestablishedan“aspirationalgoal”forprocurementfromsociallyandeconomicallydisadvantagedindividuals,whichincludesbutisnotlimitedtotheSection8(a)program,offivepercentofprocurementsdollarsgovernmentwide.See15U.S.C.§644(g)(1).DynaLantic,at*3.Congresshasnot,however,establishedanumericalgoalforprocurementfromtheSection8(a)programspecifically.SeeId.EachfederalagencyestablishesitsowngoalbyagreementbetweentheagencyheadandtheSBA.Id.DoDhasestablishedagoalofawardingapproximatelytwopercentofprimecontractdollarsthroughtheSection8(a)program.DynaLantic,at*3.TheSection8(a)programallowstheSBA,“wheneveritdeterminessuchactionisnecessaryandappropriate,”toenterintocontractswithothergovernmentagenciesandthensubcontractwithqualifiedprogramparticipants.15U.S.C.§637(a)(1).Section8(a)contractscanbeawardedona“solesource”basis(i.e.,reservedtoonefirm)orona“competitive”basis(i.e.,betweentwoormoreSection8(a)firms).DynaLantic,at*3‐4;13CFR124.501(b).

Plaintiff’sbusinessandthesimulationandtrainingindustry.DynaLanticperformscontractsandsubcontractsinthesimulationandtrainingindustry.Thesimulationandtrainingindustryiscomposedofthoseorganizationsthatdevelop,manufacture,andacquireequipmentusedtotrainpersonnelinanyactivitywherethereisahuman‐machineinterface.DynaLanticat*5.

Compellinginterest.TheCourtrulesthatthegovernmentmustmaketwoshowingstoarticulateacompellinginterestservedbythelegislativeenactmenttosatisfythestrictscrutinystandardthatracialclassificationsareconstitutionalonlyiftheyarenarrowlytailoredmeasuresthatfurthercompellinggovernmentalinterests.”DynaLantic,at*9.First,thegovernmentmust“articulatealegislativegoalthatisproperlyconsideredacompellinggovernmentinterest.”Id.quotingSherbrookeTurfv.Minn.DOT.,345F.3d964,969(8thCir.2003).Second,inadditiontoidentifyingacompellinggovernmentinterest,“thegovernmentmustdemonstrate‘astrongbasisinevidence’supportingitsconclusionthatrace‐basedremedialactionwasnecessarytofurtherthatinterest.”DynaLantic,at*9,quotingSherbrooke,345F.3d969.

Afterthegovernmentmakesaninitialshowing,theburdenshiftstoDynaLantictopresent“credible,particularizedevidence”torebutthegovernment’s“initialshowingofacompellinginterest.”DynaLantic,at*10quotingConcreteWorksofColorado,Inc.v.CityandCountyofDenver,321F.3d950,959(10thCir.2003).ThecourtpointsoutthatalthoughCongressisentitledtonodeferenceinitsultimateconclusionthatrace‐consciousactioniswarranted,itsfact‐findingprocessisgenerallyentitledtoapresumptionofregularityanddeferentialreview.DynaLantic,at*10,citingRotheDev.Corp.v.U.S.Dep’tofDef.(“RotheIII“),262F.3d1306,1321n.14(Fed.Cir.2001).

ThecourtheldthatthefederalDefendantsstateacompellingpurposeinseekingtoremediateeitherpublicdiscriminationorprivatediscriminationinwhichthegovernmenthasbeena“passiveparticipant.”DynaLantic,at*11.TheCourtrejectedDynaLantic’sargumentthatthefederalDefendantscouldonlyseektoremedydiscriminationbyagovernmentalentity,ordiscriminationbyprivateindividualsdirectlyusinggovernmentfundstodiscriminate.DynaLantic,at*11.TheCourtheldthatitiswellestablishedthatthefederalgovernmenthasacompellinginterestinensuringthatitsfundingisnotdistributedinamannerthatperpetuatestheeffectofeitherpublicorprivatediscriminationwithinanindustryinwhichitprovidesfunding.DynaLantic,at*11,citingWesternStatesPavingv.WashingtonStateDOT,407F.3d983,991(9thCir.2005).

TheCourtnotedthatanypublicentity,stateorfederal,hasacompellinginterestinassuringthatpublicdollars,drawnfromthetaxdollarsofallcitizens,donotservetofinancetheevilsof

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privateprejudice,andsuchprivateprejudicemaytaketheformofdiscriminatorybarrierstotheformationofqualifiedminoritybusinesses,precludingfromtheoutsetcompetitionforpubliccontractsbyminorityenterprises.DynaLanticat*11quotingCityofRichmondv.J.A.CrosonCo.,488U.S.469,492(1995),andAdarandConstructors,Inc.v.Slater,228F.3d1147,1167‐68(10thCir.2000).Inaddition,privateprejudicemayalsotaketheformof“discriminatorybarriers”to“faircompetitionbetweenminorityandnon‐minorityenterprises...precludingexistingminorityfirmsfromeffectivelycompetingforpublicconstructioncontracts.”DynaLantic,at*11,quotingAdarandVII,228F.3dat1168.

Thus,theCourtconcludedthatthegovernmentmayimplementrace‐consciousprogramsnotonlyforthepurposeofcorrectingitsowndiscrimination,butalsotopreventitselffromactingasa“passiveparticipant”inprivatediscriminationintherelevantindustriesormarkets.DynaLantic,at*11,citingConcreteWorksIV,321F.3dat958.

EvidencebeforeCongress.TheCourtanalyzedthelegislativehistoryoftheSection8(a)program,andthenaddressedtheissueastowhethertheCourtislimitedtotheevidencebeforeCongresswhenitenactedSection8(a)in1978andreviseditin1988,orwhetheritcouldconsiderpost‐enactmentevidence.DynaLantic,at*16‐17.TheCourtfoundthatnearlyeverycircuitcourttoconsiderthequestionhasheldthatreviewingcourtsmayconsiderpost‐enactmentevidenceinadditiontoevidencethatwasbeforeCongresswhenitembarkedontheprogram.DynaLantic,at*17.TheCourtnotedthatpost‐enactmentevidenceisparticularlyrelevantwhenthestatuteisoverthirtyyearsold,andevidenceusedtojustifySection8(a)isstaleforpurposesofdeterminingacompellinginterestinthepresent.Id.TheCourtthenfollowedthe10thCircuitCourtofAppeals’approachinAdarandVII,andreviewedthepost‐enactmentevidenceinthreebroadcategories:(1)evidenceofbarrierstotheformationofqualifiedminoritycontractorsduetodiscrimination,(2)evidenceofdiscriminatorybarrierstofaircompetitionbetweenminorityandnon‐minoritycontractors,and(3)evidenceofdiscriminationinstateandlocaldisparitystudies.DynaLantic,at*17.

TheCourtfoundthatthegovernmentpresentedsufficientevidenceofbarrierstominoritybusinessformation,includingevidenceonrace‐baseddenialofaccesstocapitalandcredit,lendingdiscrimination,routineexclusionofminoritiesfromcriticalbusinessrelationships,particularlythroughclosedor“oldboy”businessnetworksthatmakeitespeciallydifficultforminority‐ownedbusinessestoobtainwork,andthatminoritiescontinuetoexperiencebarrierstobusinessnetworks.DynaLantic,at*17‐21.TheCourtconsideredaspartoftheevidentiarybasisbeforeCongressmultipledisparitystudiesconductedthroughouttheUnitedStatesandsubmittedtoCongress,andqualitativeandquantitativetestimonysubmittedatCongressionalhearings.Id.

TheCourtalsofoundthatthegovernmentsubmittedsubstantialevidenceofbarrierstominoritybusinessdevelopment,includingevidenceofdiscriminationbyprimecontractors,privatesectorcustomers,suppliers,andbondingcompanies.DynaLantic,at*21‐23.TheCourtagainbasedthisfindingonrecentevidencesubmittedbeforeCongressintheformofdisparitystudies,reportsandCongressionalhearings.Id.

Stateandlocaldisparitystudies.AlthoughtheCourtnotedtherehavebeenhundredsofdisparitystudiesplacedbeforeCongress,theCourtconsidersinparticularstudiessubmittedbythefederalDefendantsof50disparitystudies,encompassingevidencefrom28statesandtheDistrictofColumbia,whichhavebeenbeforeCongresssince2006.DynaLantic,at*25‐29.TheCourtstateditreviewedthestudieswithafocusontwoindicatorsthatothercourtshavefoundrelevantinanalyzingdisparitystudies.First,theCourtconsideredthedisparityindices

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calculated,whichwasadisparityindex,calculatedbydividingthepercentageofMBE,WBE,and/orDBEfirmsutilizedinthecontractingmarketbythepercentageofM/W/DBEfirmsavailableinthesamemarket.DynaLantic,at*26.TheCourtsaidthatnormally,adisparityindexof100demonstratesfullM/W/DBEparticipation;theclosertheindexistozero,thegreatertheM/W/DBEdisparityduetounderutilization.DynaLantic,at*26.

Second,theCourtreviewedthemethodbywhichstudiescalculatedtheavailabilityandcapacityofminorityfirms.DynaLantic,at*26.TheCourtnotedthatsomecourtshavelookedcloselyatthesefactorstoevaluatethereliabilityofthedisparityindices,reasoningthattheindicesarenotprobativeunlesstheyarerestrictedtofirmsofsignificantsizeandwithsignificantgovernmentcontractingexperience.DynaLantic,at*26.TheCourtpointedoutthatalthoughdiscriminatorybarrierstoformationanddevelopmentwouldimpactcapacity,theSupremeCourtdecisioninCrosonandtheCourtofAppealsdecisioninO’DonnellConstructionCo.v.DistrictofColumbia,etal.,963F.2d420(D.C.Cir.1992)“requiretheadditionalshowingthateligibleminorityfirmsexperiencedisparities,notwithstandingtheirabilities,inordertogiverisetoaninferenceofdiscrimination.”DynaLantic,at*26,n.10.

Analysis:Strongbasisinevidence.Basedonananalysisofthedisparitystudiesandotherevidence,theCourtconcludedthatthegovernmentarticulatedacompellinginterestfortheSection8(a)programandsatisfieditsinitialburdenestablishingthatCongresshadastrongbasisinevidencepermittingrace‐consciousmeasurestobeusedundertheSection8(a)program.DynaLantic,at*29‐37.TheCourtheldthatDynaLanticdidnotmeetitsburdentoestablishthattheSection8(a)programisunconstitutionalonitsface,findingthatDynaLanticcouldnotshowthatCongressdidnothaveastrongbasisinevidenceforpermittingrace‐consciousmeasurestobeusedunderanycircumstances,inanysectororindustryintheeconomy.DynaLantic,at*29.

TheCourtdiscussedandanalyzedtheevidencebeforeCongress,whichincludedextensivestatisticalanalysis,qualitativeandquantitativeconsiderationoftheuniquechallengesfacingminoritiesfromallbusinesses,andanexaminationoftheirrace‐neutralmeasuresthathavebeenenactedbypreviousCongresses,buthadfailedtoreachtheminorityownedfirms.DynaLantic,at*31.TheCourtsaidCongresshadspentdecadescompilingevidenceofracediscriminationinavarietyofindustries,includingbutnotlimitedtoconstruction.DynaLantic,at*31.TheCourtalsofoundthatthefederalgovernmentproducedsignificantevidencerelatedtoprofessionalservices,architectureandengineering,andotherindustries.DynaLantic,at*31.TheCourtstatedthatthegovernmenthastherefore“establishedthatthereareatleastsomecircumstanceswhereitwouldbe‘necessaryorappropriate’fortheSBAtoawardcontractstobusinessesundertheSection8(a)program.DynaLantic,at*31,citing15U.S.C.§637(a)(1).

Therefore,theCourtconcludedthatinresponsetoplaintiff’sfacialchallenge,thegovernmentmetitsinitialburdentopresentastrongbasisinevidencesufficienttosupportitsarticulated,constitutionallyvalid,compellinginterest.DynaLantic,at*31.TheCourtalsofoundthattheevidencefromaroundthecountryissufficientforCongresstoauthorizeanationwideremedy.DynaLantic,at*31,n.13.

RejectionofDynaLantic’srebuttalarguments.TheCourtheldthatsincethefederalDefendantsmadetheinitialshowingofacompellinginterest,theburdenshiftedtotheplaintifftoshowwhytheevidencereliedonbyDefendantsfailstodemonstrateacompellinggovernmentalinterest.DynaLantic,at*32.TheCourtrejectedeachofthechallengesbyDynaLantic,includingholdingthat:thelegislativehistoryissufficient;thegovernmentcompiledsubstantialevidencethatidentifiedprivateracialdiscriminationwhichaffectedminority

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utilizationinspecificindustriesofgovernmentcontracting,bothbeforeandaftertheenactmentoftheSection8(a)program;anyflawsintheevidence,includingthedisparitystudies,DynaLantichasidentifiedinthedatadonotrisetothelevelofcredible,particularizedevidencenecessarytorebutthegovernment’sinitialshowingofacompellinginterest;DynaLanticcitednoauthorityinsupportofitsclaimthatfraudintheadministrationofrace‐consciousprogramsissufficienttoinvalidateSection8(a)programonitsface;andCongresshadstrongevidencethatthediscriminationissufficientlypervasiveacrossraciallinestojustifygrantingapreferenceforallfivegroupsincludedinSection8(a).DynaLantic,at*32‐36.

Inthisconnection,theCourtstateditagreedwithCrosonanditsprogenythatthegovernmentmayproperlybedeemeda“passiveparticipant”whenitfailstoadjustitsprocurementpracticestoaccountfortheeffectsofidentifiedprivatediscriminationontheavailabilityandutilizationofminority‐ownedbusinessesingovernmentcontracting.DynaLantic,at*34.Intermsofflawsintheevidence,theCourtpointedoutthattheproponentoftherace‐consciousremedialprogramisnotrequiredtounequivocallyestablishtheexistenceofdiscrimination,norisitrequiredtonegateallevidenceofnon‐discrimination.DynaLantic,at*35,citingConcreteWorkIV,321F.3dat991.Rather,astrongbasisinevidenceexists,theCourtstated,whenthereisevidenceapproachingaprimafaciecaseofaconstitutionalorstatutoryviolation,notirrefutableordefinitiveproofofdiscrimination.Id,citingCroson,488U.S.500.Accordingly,theCourtstatedthatDynaLantic’sclaimthatthegovernmentmustindependentlyverifytheevidencepresentedtoitisunavailing.Id.DynaLantic,at*35.

AlsointermsofDynaLantic’sargumentsaboutflawsintheevidence,theCourtnotedthatDefendantsplacedintherecordapproximately50disparitystudieswhichhadbeenintroducedordiscussedinCongressionalHearingssince2006,whichDynaLanticdidnotrebutorevendiscussanyofthestudiesindividually.DynaLantic,at*35.DynaLanticassertedgenerallythatthestudiesdidnotcontrolforthecapacityofthefirmsatissue,andwerethereforeunreliable.Id.TheCourtpointedoutthatCongressneednothaveevidenceofdiscriminationinall50statestodemonstrateacompellinginterest,andthatinthiscase,thefederalDefendantspresentedrecentevidenceofdiscriminationinasignificantnumberofstatesandlocalitieswhich,takentogether,representsabroadcross‐sectionofthenation.DynaLantic,at*35,n.15.TheCourtstatedthatwhilenotallofthedisparitystudiesaccountedforthecapacityofthefirms,manyofthemdidcontrolforcapacityandstillfoundsignificantdisparitiesbetweenminorityandnon‐minorityownedfirms.DynaLantic,at*35.Inshort,theCourtfoundthatDynaLantic’s“generalcriticism”ofthemultitudeofdisparitystudiesdoesnotconstituteparticularevidenceunderminingthereliabilityoftheparticulardisparitystudiesandthereforeisoflittlepersuasivevalue.DynaLantic,at*35.

IntermsoftheargumentbyDynaLanticastorequiringproofofevidenceofdiscriminationagainsteachminoritygroup,theCourtstatedthatCongresshasastrongbasisinevidenceifitfindsevidenceofdiscriminationissufficientlypervasiveacrossraciallinestojustifygrantingapreferencetoallfivedisadvantagedgroupsincludedinSection8(a).TheCourtfoundCongresshadstrongevidencethatthediscriminationissufficientlypervasiveacrossraciallinestojustifyapreferencetoallfivegroups.DynaLantic,at*36.Thefactthatspecificevidencevaries,tosomeextent,withinandbetweenminoritygroups,wasnotabasistodeclarethisstatutefaciallyinvalid.DynaLantic,at*36.

Facialchallenge:Conclusion.TheCourtconcludedCongresshadacompellinginterestineliminatingtherootsofracialdiscriminationinfederalcontractingandhadestablishedastrongbasisofevidencetosupportitsconclusionthatremedialactionwasnecessarytoremedythatdiscriminationbyprovidingsignificantevidenceinthreedifferentarea.First,itprovided

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extensiveevidenceofdiscriminatorybarrierstominoritybusinessformation.DynaLantic,at*37.Second,itprovided“forceful”evidenceofdiscriminatorybarrierstominoritybusinessdevelopment.Id.Third,itprovidedsignificantevidencethat,evenwhenminoritybusinessesarequalifiedandeligibletoperformcontractsinboththepublicandprivatesectors,theyareawardedthesecontractsfarlessoftenthantheirsimilarlysituatednon‐minoritycounterparts.Id.TheCourtfoundtheevidencewasparticularlystrong,nationwide,intheconstructionindustry,andthattherewassubstantialevidenceofwidespreaddisparitiesinotherindustriessuchasarchitectureandengineering,andprofessionalservices.Id.

As‐appliedchallenge.DynaLanticalsochallengedtheSBAandDoD’suseoftheSection8(a)programasapplied:namely,theagencies’determinationthatitisnecessaryorappropriatetosetasidecontractsinthemilitarysimulationandtrainingindustry.DynaLantic,at*37.Significantly,theCourtpointsoutthatthefederalDefendants“concedethattheydonothaveevidenceofdiscriminationinthisindustry.”Id.Moreover,theCourtpointsoutthatthefederalDefendantsadmittedthatthere“isnoCongressionalreport,hearingorfindingthatreferences,discussesormentionsthesimulationandtrainingindustry.”DynaLantic,at*38.ThefederalDefendantsalsoadmitthattheyare“unawareofanydiscriminationinthesimulationandtrainingindustry.”Id.Inaddition,thefederalDefendantsadmitthatnoneofthedocumentstheyhavesubmittedasjustificationfortheSection8(a)programmentionsoridentifiesinstancesofpastorpresentdiscriminationinthesimulationandtrainingindustry.DynaLantic,at*38.

ThefederalDefendantsmaintainthatthegovernmentneednottieevidenceofdiscriminatorybarrierstominoritybusinessformationanddevelopmenttoevidenceofdiscriminationinanyparticularindustry.DynaLantic,at*38.TheCourtconcludesthatthefederalDefendants’positionisirreconcilablewithbindingauthorityupontheCourt,specifically,theUnitedStatesSupremeCourt’sdecisioninCroson,aswellastheFederalCircuit’sdecisioninO’DonnellConstructionCompany,whichadoptedCroson’sreasoning.DynaLantic,at*38.TheCourtholdsthatCrosonmadeclearthegovernmentmustprovideevidencedemonstratingtherewereeligibleminoritiesintherelevantmarket.DynaLantic,at*38.TheCourtheldthatabsentanevidentiaryshowingthat,inahighlyskilledindustrysuchasthemilitarysimulationandtrainingindustry,thereareeligibleminoritieswhoarequalifiedtoundertakeparticulartasksandareneverthelessdeniedtheopportunitytothrivethere,thegovernmentcannotcomplywithCroson’sevidentiaryrequirementtoshowaninferenceofdiscrimination.DynaLantic,at*39,citingCroson,488U.S.501.TheCourtrejectsthefederalgovernment’spositionthatitdoesnothavetomakeanindustry‐basedshowinginordertoshowstrongevidenceofdiscrimination.DynaLantic,at*40.

TheCourtnotesthattheDepartmentofJusticehasrecognizedthatthefederalgovernmentmusttakeanindustry‐basedapproachtodemonstratingcompellinginterest.DynaLantic,at*40,citingCortezIIIServiceCorp.v.NationalAeronautics&SpaceAdministration,950F.Supp.357(D.D.C.1996).InCortez,theCourtfoundtheSection8(a)programconstitutionalonitsface,butfoundtheprogramunconstitutionalasappliedtotheNASAcontractatissuebecausethegovernmenthadprovidednoevidenceofdiscriminationintheindustryinwhichtheNASAcontractwouldbeperformed.DynaLantic,at*40.TheCourtpointedoutthattheDepartmentofJusticehadadvisedfederalagenciestomakeindustry‐specificdeterminationsbeforeofferingset‐asidecontractsandspecificallycautionedthemthatwithoutsuchparticularizedevidence,set‐asideprogramsmaynotsurviveCrosonandAdarand.DynaLantic,at*40.

TheCourtrecognizedthatlegislationconsideredinCroson,AdarandandO’Donnellwereallrestrictedtooneindustry,whereasthiscasepresentsadifferentfactualscenario,becauseSection8(a)isnotindustry‐specific.DynaLantic,at*40,n.17.TheCourtnotedthatthe

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governmentdidnotproposeanalternativeframeworktoCrosonwithinwhichtheCourtcananalyzetheevidence,andthatinfact,theevidencethegovernmentpresentedinthecaseisindustryspecific.Id.

TheCourtconcludedthatagencieshavearesponsibilitytodecideiftherehasbeenahistoryofdiscriminationintheparticularindustryatissue.DynaLantic,at*40.AccordingtotheCourt,itneednottakeaparty’sdefinitionof“industry”atfacevalue,andmaydeterminetheappropriateindustrytoconsiderisbroaderornarrowerthanthatproposedbytheparties.Id.However,theCourtstated,inthiscasethegovernmentdidnotarguewithplaintiff’sindustrydefinition,andmoresignificantly,itprovidednoevidencewhatsoeverfromwhichaninferenceofdiscriminationinthatindustrycouldbemade.DynaLantic,at*40.

Narrowlytailoring.Inadditiontoshowingstrongevidencethatarace‐consciousprogramservesacompellinginterest,thegovernmentisrequiredtoshowthatthemeanschosentoaccomplishthegovernment’sassertedpurposearespecificallyandnarrowlyframedtoaccomplishthatpurpose.DynaLantic,at*41.TheCourtconsideredseveralfactorsinthenarrowlytailoringanalysis:theefficacyofalternative,race‐neutralremedies,flexibility,over‐orunder‐inclusivenessoftheprogram,duration,therelationshipbetweennumericalgoalsandtherelevantlabormarket,andtheimpactoftheremedyonthirdparties.Id.

TheCourtanalyzedeachofthesefactorsandfoundthatthefederalgovernmentsatisfiedallsixfactors.DynaLantic,at*41‐48.TheCourtfoundthatthefederalgovernmentpresentedsufficientevidencethatCongressattemptedtouserace‐neutralmeasurestofosterandassistminorityownedbusinessesrelatingtotherace‐consciouscomponentinSection8(a),andthattheserace‐neutralmeasuresfailedtoremedytheeffectsofdiscriminationonminoritysmallbusinessowners.DynaLantic,at*42.TheCourtfoundthattheSection8(a)programissufficientlyflexibleingrantingrace‐consciousreliefbecauseraceismaderelevantintheprogram,butitisnotadeterminativefactororarigidracialquotasystem.DynaLantic,at*43.TheCourtnotedthattheSection8(a)programcontainsawaiverprovisionandthattheSBAwillnotacceptaprocurementforawardasan8(a)contractifitdeterminesthatacceptanceoftheprocurementwouldhaveanadverseimpactonsmallbusinessesoperatingoutsidetheSection8(a)program.DynaLantic,at*44.

TheCourtfoundthattheSection8(a)programwasnotover‐andunder‐inclusivebecausethegovernmenthadstrongevidenceofdiscriminationwhichissufficientlypervasiveacrossraciallinestoallfivedisadvantagedgroups,andSection8(a)doesnotprovidethateverymemberofaminoritygroupisdisadvantaged.DynaLantic,at*44.Inaddition,theprogramisnarrowlytailoredbecauseitisbasednotonlyonsocialdisadvantage,butalsoonanindividualizedinquiryintoeconomicdisadvantage,andthatafirmownedbyanon‐minoritymayqualifyassociallyandeconomicallydisadvantaged.DynaLantic,at*44.

TheCourtalsofoundthattheSection8(a)programplacesanumberofstrictdurationallimitsonaparticularfirm’sparticipationintheprogram,placestemporallimitsoneveryindividual’sparticipationintheprogram,andthataparticipant’seligibilityiscontinuallyreassessedandmustbemaintainedthroughoutitsprogramterm.DynaLantic,at*45.Section8(a)’sinherenttimelimitandgraduationprovisionsensurethatitiscarefullydesignedtoendureonlyuntilthediscriminatoryimpacthasbeeneliminated,andthusitisnarrowlytailored.DynaLantic,at*46.

Inlightofthegovernment’sevidence,theCourtconcludedthattheaspirationalgoalsatissue,allofwhichwerelessthanfivepercentofcontractdollars,arefaciallyconstitutional.DynaLantic,at*46‐47.Theevidence,theCourtnoted,establishedthatminorityfirmsareready,willing,and

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abletoperformworkequaltotwotofivepercentofgovernmentcontractsinindustriesincludingbutnotlimitedtoconstruction.Id.TheCourtfoundtheeffectsofpastdiscriminationhaveexcludedminoritiesfromformingandgrowingbusinesses,andthenumberofavailableminoritycontractorsreflectsthatdiscrimination.DynaLantic,at*47.

Finally,theCourtfoundthattheSection8(a)programtakesappropriatestepstominimizetheburdenonthirdparties,andthattheSection8(a)programisnarrowlytailoredonitsface.DynaLantic,at*48.TheCourtconcludedthatthegovernmentisnotrequiredtoeliminatetheburdenonnon‐minoritiesinordertosurvivestrictscrutiny,butalimitedandproperlytailoredremedytocuretheeffectsofpriordiscriminationispermissibleevenwhenitburdensthirdparties.Id.TheCourtpointstoanumberofprovisionsdesignedtominimizetheburdenonnon‐minorityfirms,includingthepresumptionthataminorityapplicantissociallydisadvantagedmayberebutted,anindividualwhoisnotpresumptivelydisadvantagedmayqualifyforsuchstatus,the8(a)programrequiresanindividualizeddeterminationofeconomicdisadvantage,anditisnotopentoindividualswhosenetworthexceeds$250,000regardlessofrace.Id.

Conclusion.TheCourtconcludedthattheSection8(a)programisconstitutionalonitsface.TheCourtalsoheldthatitisunabletoconcludethatthefederalDefendantshaveproducedevidenceofdiscriminationinthemilitarysimulationandtrainingindustrysufficienttodemonstrateacompellinginterest.Therefore,DynaLanticprevailedonitsas‐appliedchallenge.DynaLantic,at*51.Accordingly,theCourtgrantedthefederalDefendants’MotionforSummaryJudgmentinpart(holdingtheSection8(a)programisvalidonitsface)anddenieditinpart,andgrantedtheplaintiff’sMotionforSummaryJudgmentinpart(holdingtheprogramisinvalidasappliedtothemilitarysimulationandtrainingindustry)anddenieditinpart.TheCourtheldthattheSBAandtheDoDareenjoinedfromawardingprocurementsformilitarysimulatorsundertheSection8(a)programwithoutfirstarticulatingastrongbasisinevidencefordoingso.

Appealsvoluntarilydismissed,andStipulationandAgreementofSettlementApprovedandOrderedbyDistrictCourt.ANoticeofAppealandNoticeofCrossAppealwerefiledinthiscasetotheUnitedStatesCourtofAppealsfortheDistrictofColumbiabytheUnitedStatusandDynaLantic:DocketNumbers12‐5329and12‐5330.Subsequently,theappealswerevoluntarilydismissed,andthepartiesenteredintoaStipulationandAgreementofSettlement,whichwasapprovedbytheDistrictCourt(Jan.30,2014).Thepartiesstipulatedandagreedinteralia,asfollows:(1)theFederalDefendantswereenjoinedfromawardingprimecontractsundertheSection8(a)programforthepurchaseofmilitarysimulationandmilitarysimulationtrainingcontractswithoutfirstarticulatingastrongbasisinevidencefordoingso;(2)theFederalDefendantsagreedtopayplaintiffthesumof$1,000,000.00;and(3)theFederalDefendantsagreedtheyshallrefrainfromseekingtovacatetheinjunctionenteredbytheCourtforatleasttwoyears.

TheDistrictCourtonJanuary30,2014approvedtheStipulationandAgreementofSettlement,andSoOrderedthetermsoftheoriginal2012injunctionmodifiedasprovidedintheStipulationandAgreementofSettlement.

5. DynaLantic Corp. v. United States Dept. of Defense, et al., 503 F. Supp.2d 262 (D.D.C. 2007) 

DynaLanticCorp.involvedachallengetotheDOD’sutilizationoftheSmallBusinessAdministration’s(“SBA”)8(a)BusinessDevelopmentProgram(“8(a)Program”).InitsOrderofAugust23,2007,thedistrictcourtdeniedbothparties’MotionsforSummaryJudgmentbecausetherewasnoinformationintherecordregardingtheevidencebeforeCongresssupportingits

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2006reauthorizationoftheprograminquestion;thecourtdirectedthepartiestoproposefutureproceedingstosupplementtherecord.503F.Supp.2d262,263(D.D.C.2007).

Thecourtfirstexplainedthatthe8(a)Programsetsagoalthatnolessthan5percentoftotalprimefederalcontractandsubcontractawardsforeachfiscalyearbeawardedtosociallyandeconomicallydisadvantagedindividuals.Id.Eachfederalgovernmentagencyisrequiredtoestablishitsowngoalforcontractingbutthegoalsarenotmandatoryandthereisnosanctionforfailingtomeetthegoal.Uponapplicationandadmissionintothe8(a)Program,smallbusinessesownedandcontrolledbydisadvantagedindividualsareeligibletoreceivetechnological,financial,andpracticalassistance,andsupportthroughpreferentialawardofgovernmentcontracts.Forthepastfewyears,the8(a)ProgramwastheprimarypreferentialtreatmentprogramtheDODusedtomeetits5percentgoal.Id.at264.

ThiscasearosefromaNavycontractthattheDODdecidedtoawardexclusivelythroughthe8(a)Program.Theplaintiffownedasmallcompanythatwouldhavebidonthecontractbutforthefactitwasnotaparticipantinthe8(a)Program.AftermultiplejudicialproceedingstheD.C.Circuitdismissedtheplaintiff’sactionforlackofstandingbutgrantedtheplaintiff’smotiontoenjointhecontractprocurementpendingtheappealofthedismissalorder.TheNavycancelledtheproposedprocurementbuttheD.C.Circuitallowedtheplaintifftocircumventthemootnessargumentbyamendingitspleadingstoraiseafacialchallengetothe8(a)programasadministeredbytheSBAandutilizedbytheDOD.TheD.C.Circuitheldtheplaintiffhadstandingbecauseoftheplaintiff’sinabilitytocompeteforDODcontractsreservedto8(a)firms,theinjurywastraceabletotherace‐consciouscomponentofthe8(a)Program,andtheplaintiff’sinjurywasimminentduetothelikelihoodthegovernmentwouldinthefuturetrytoprocureanothercontractunderthe8(a)Programforwhichtheplaintiffwasready,willing,andabletobid.Id.at264‐65.

Onremand,theplaintiffamendeditscomplainttochallengetheconstitutionalityofthe8(a)Programandsoughtaninjunctiontopreventthemilitaryfromawardinganycontractformilitarysimulatorsbasedupontheraceofthecontractors.Id.at265.Thedistrictcourtfirstheldthattheplaintiff’scomplaintcouldbereadonlyasachallengetotheDOD’simplementationofthe8(a)Program[pursuantto10U.S.C.§2323]asopposedtoachallengetotheprogramasawhole.Id.at266.Thepartiesagreedthatthe8(a)Programusesrace‐consciouscriteriasothedistrictcourtconcludeditmustbeanalyzedunderthestrictscrutinyconstitutionalstandard.Thecourtfoundthatinordertoevaluatethegovernment’sproffered“compellinggovernmentinterest,”thecourtmustconsidertheevidencethatCongressconsideredatthepointofauthorizationorreauthorizationtoensurethatithadastrongbasisinevidenceofdiscriminationrequiringremedialaction.ThecourtcitedtoWesternStatesPavinginsupportofthisproposition.Id.ThecourtconcludedthatbecausetheDODprogramwasreauthorizedin2006,thecourtmustconsidertheevidencebeforeCongressin2006.

ThecourtcitedtotherecentRothedecisionasdemonstratingthatCongressconsideredsignificantevidentiarymaterialsinitsreauthorizationoftheDODprogramin2006,includingsixrecentlypublisheddisparitystudies.Thecourtheldthatbecausetherecordbeforeitinthepresentcasedidnotcontaininformationregardingthis2006evidencebeforeCongress,itcouldnotruleontheparties’MotionsforSummaryJudgment.Thecourtdeniedbothmotionsanddirectedthepartiestoproposefutureproceedingsinordertosupplementtherecord.Id.at267.

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APPENDIX C. 

Quantitative Analysis   

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APPENDIX C. Quantitative Analysis 

Figure C‐1. Percentage of all workers 25 and older with at least a four‐year degree, Virginia Beach and the United States, 2012‐2016 

Note: 

**/++ Denotes statistically significant differences from non‐Hispanic whites (for minority groups), and from men (for women), at the 95% confidence level for the United States as a whole and Virginia Beach, respectively. 

 

The Virginia Beach marketplace is defined in this study as Chesapeake City, Norfolk City, Portsmouth City, and Virginia Beach City.  

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐1indicatesthat,comparedtonon‐HispanicwhiteAmericansworkingintheVirginiaBeachmarketplace,smallerpercentagesofBlackAmericansandHispanicAmericanshavefour‐yearcollegedegrees.Incontrast,alargerpercentageofAsianAmericanshavefour‐yearcollegedegrees.Inaddition,alargerpercentageofwomenthanmenworkingintheVirginiaBeachmarketplacehavefour‐yearcollegedegrees.

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Figure C‐2. Percent representation of minorities in various industries in Virginia Beach, 2012‐2016 

Note:  ** Denotes that the difference in proportions between minority workers in the specified industry and all industries is statistically significant at the 95% confidence level. 

The representation of minorities among all Virginia Beach workers is 29% for Black Americans, 7% for Hispanic Americans, 6% for Asian Americans, 1% for Native Americans, 0% for Other race minorities and 43% for all minorities considered together. 

"Other race minority" includes Census respondents who do not identify with the racial categories defined by the U.S. Census Bureau.  

Workers in the finance, insurance, real estate, legal services, accounting, advertising, architecture, management, scientific research, and veterinary services industries were combined to one category of Architecture & Engineering; Workers in the rental and leasing, travel, investigation, waste remediation, arts, entertainment, recreation, accommodations, food services, and select Other services were combined into one category of Other services; Workers in child day care services, barber shops, beauty salons, nail salons, and Other personal were combined into one category of childcare, hair, and nails. 

Source:  BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐2indicatesthattheindustriesintheVirginiaBeachmarketplacewiththehighestrepresentationsofminorityworkersarechildcare,hair,andnails;healthcare;andotherservices.IndustriesintheVirginiaBeachmarketplacewiththelowestrepresentationsofminorityworkersareconstruction;wholesaletrade;andextractionandagriculture.

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Figure C‐3. Percent representation of women in various industries in Virginia Beach, 2012‐2016 

Note:  ** Denotes that the difference in proportions between women workers in the specified industry and all industries is statistically significant at the 95% confidence level. 

The representation of women among all Virginia Beach workers is 46%. 

Workers in the finance, insurance, real estate, legal services, accounting, advertising, architecture, management, scientific research, and veterinary services industries were combined to one category of Architecture & Engineering; Workers in the rental and leasing, travel, investigation, waste remediation, arts, entertainment, recreation, accommodations, food services, and select other services were combined into one category of Other services; Workers in child day care services, barber shops, beauty salons, nail salons, and other personal services were combined into one category of childcare, hair, and nails. 

Source:  BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐3indicatesthattheindustriesintheVirginiaBeachmarketplacewiththehighestrepresentationsofwomenworkersarechildcare,hair,andnails;healthcare;andeducation.IndustriesintheVirginiaBeachmarketplacewiththelowestrepresentationsofwomenworkersaremanufacturing;extractionandagriculture;andconstruction.

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Figure C‐4. Demographic characteristics of workers in study‐related industries and all industries, Virginia Beach and the United States, 2012‐2016 

Note:  ** Denotes that the difference in proportions between workers in each study‐related industry and workers in all industries is statistically significant at the 95% confidence level. * Denotes that the difference in proportions between workers in each study‐related industry and workers in all industries is statistically significant at the 90% confidence level. 

Source:  BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐4indicatesthatcomparedtoallindustriesconsideredtogether,therearesmallerpercentagesofBlackAmericans,AsianAmericans,andwomenworkingintheVirginiaBeachmarketplace’sconstructionindustry.Similarly,therearesmallerpercentagesofBlackAmericans,HispanicAmericans,andwomenworkinginthearchitectureandengineeringindustry.ThereisalsoasmallerpercentageofHispanicAmericansworkingintheprofessionalservicesindustry,andasmallerpercentageofwomenworkinginthegoodsandservices

Virginia Beach

Race/ethnicity

Black American 29.4 % 17.7 % ** 12.4 % ** 40.9 % ** 31.4 % **

Asian American 5.7 2.5 ** 5.0 7.4 6.5 **

Hispanic American 6.5 13.6 ** 4.5 * 3.6 ** 6.3

Native American 0.8 0.4 0.7 0.4 1.1

Other race minority 0.2 0.0 0.3 0.7 0.2

Total minority 42.5 % 34.1 % 22.8 % 53.0 % 45.6 %

Non‐Hispanic white 57.5 % 65.9 % ** 77.2 % ** 47.0 % ** 54.4 % **

Total 100.0 % 100.0 % 100.0 % 100.0 % 100.0 %

Gender

Women 46.4 % 10.4 % ** 32.3 % ** 68.5 % ** 41.2 % **

Men 53.6 89.6 ** 67.7 ** 31.5 ** 58.8 **

Total 100.0 % 100.0 % 100.0 % 100.0 % 100.0 %

United States

Race/ethnicity

Black American 12.3 % 5.9 % ** 6.3 % ** 15.9 % ** 12.3 % *

Asian American 6.1 1.9 ** 9.5 ** 6.3 ** 6.8 **

Hispanic American 16.4 26.2 ** 8.4 ** 13.4 ** 20.4 **

Native American 1.2 1.3 ** 0.8 ** 1.0 ** 1.1 **

Other race minority 0.2 0.2 0.2 0.2 0.2

Total minority 36.1 % 35.7 % 25.2 % 36.8 % 40.8 %

Non‐Hispanic white 63.9 % 64.3 % ** 74.8 % ** 63.2 % ** 59.2 % **

Total 100.0 % 100.0 % 100.0 % 100.0 % 100.0 %

Gender

Women 47.2 % 9.1 % ** 37.6 % ** 66.0 % ** 37.1 % **

Men 52.8 90.9 ** 62.4 ** 34.0 ** 62.9 **

Total 100.0 % 100.0 % 100.0 % 100.0 % 100.0 %

(n=225,700)

Architecture & 

Engineering

(n=205,446)

Goods & 

Services

(n=4,004)

Goods & 

Services

(n=1,204,538)

Architecture & 

Engineering

(n=839)

Professional 

Services

(n=744)

Professional 

Services

All Industries Construction

(n=7,643,801) (n=461,045)

All Industries Construction

(n=26,889) (n=1,467)

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industry.Incontrast,comparedtoallindustriescombined,thereisalargerpercentageofHispanicAmericansworkingintheconstructionindustryintheVirginiaBeachmarketplace.Inaddition,largerpercentagesofBlackAmericansworkintheprofessionalservicesandgoodsandservicesindustriesintheVirginiaBeachmarketplacethaninallindustriescombined.ThereisalsoalargerpercentageofwomenworkingintheprofessionalservicessectorandalargerpercentageofAsianAmericansworkinginthegoodsandservicesindustry.

Figure C‐5. Percent representation of minorities in selected construction occupations in Virginia Beach, 2012‐2016 

Note:  ** Denotes that the difference in proportions between minority workers in the specified occupation and all construction occupations considered together is statistically significant at the 95% confidence level. 

† Denotes that significant differences in proportions were not reported due to small sample size. 

The representation of minorities among all Virginia Beach construction workers is 18% for Black Americans, 14% for Hispanic Americans, 2% for Asian Americans, 0% for Native Americans, 0% for Other race minorities, and 34% for all minorities considered together. 

"Other race minority" includes Census respondents who do not identify with the racial categories provided by the U.S. Census Bureau.  

Plasterers and stucco masons; iron and steel workers; and glaziers had no minority representation within Virginia Beach. 

Crane and tower operators, dredge, excavating and loading machine operators, paving, surfacing and tamping equipment operators and other construction equipment operators were combined into the single category of miscellaneous construction equipment operators. 

Source:  BBC Research & Consulting from 2012‐2016 ACS 5% sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/.. 

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FigureC‐5indicatesthattheconstructionoccupationswiththehighestrepresentationsofminorityworkersintheVirginiaBeachmarketplacearecementmasonsandterrazzoworkers;drywallinstallers,ceilingtileinstallersandtapers;andhelpers.

Figure C‐6. Percent representation of women in selected construction occupations in Virginia Beach, 2012‐2016 

Note:  ** Denotes that the difference in proportions between women workers in the specified occupation and all construction occupations considered together is statistically significant at the 95% confidence level. 

† Denotes that significant differences in proportions were not reported due to small sample size. 

The representation of women among all Virginia Beach construction workers is 10%. 

Crane and tower operators, dredge, excavating and loading machine operators, paving, surfacing and tamping equipment operators and other construction equipment operators were combined into the single category of miscellaneous construction equipment operators. 

Roofers; electricians; brickmasons, blockmasons, and stonemasons; pipelayers, plumbers, pipefitters, and steamfitters; iron and steel workers; miscellaneous construction equipment operators; cement masons and terrazzo workers; drywall installers, ceiling tile installers, and tapers; helpers; plasterers and stucco masons; carpet, floor, and tile installers and finishers; and glaziers had no representation of women in Virginia Beach.  

Source:  BBC Research & Consulting from 2012‐2016 ACS 5% sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/.. 

FigureC‐6indicatesthattheconstructionoccupationsintheVirginiaBeachmarketplacewiththehighestrepresentationsofwomenworkersaresecretaries;drivers,salesworkers,andtruckdrivers;andsheetmetalworkers.

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Figure C‐7. Percentage of workers who worked as a manager in each study‐related industry, Virginia Beach and the United States, 2012‐2016 

Note: 

*, ** Denotes that the difference in proportions between the minority group and non‐Hispanic whites (or between women and men) is statistically significant at the 90% and 95% confidence level, respectively. 

† Denotes that significant differences in proportions were not reported due to small sample size. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

C‐7indicatesthat,comparedtonon‐HispanicwhiteAmericans,smallerpercentagesofBlackAmericansworkasmanagersintheconstructionandgoodsandservicesindustries;andasmallerpercentageofHispanicAmericansworkasmanagersintheconstructionindustry.Comparedtomen,asmallerpercentageofwomenworkasmanagersinthearchitectureandengineeringindustry.Incontrast,alargerpercentageofnon‐Hispanicwhitewomenthanmenworkasmanagersintheconstructionindustry.

Virginia Beach

Race/ethnicity

Black American 2.8 % ** 8.3 % 2.4 % 5.8 % **

Asian American 6.6 3.3 7.9 12.7

Hispanic American 4.5 ** 2.9 0.0 7.0

Native American 10.7 † 0.0 † 39.3 † 7.4

Other Race Minority 0.0 † 0.0 † 0.0 † 0.0 †

Non‐Hispanic white 11.8 5.5 4.8 8.7

Gender

Women 14.6 % * 2.4 % ** 4.1 % 8.2 %

Men 8.5 7.0 3.7 7.8

All individuals 9.1 % 5.5 % 4.0 % 7.9 %

United States

Race/ethnicity

Black American 5.0 % ** 2.2 % ** 2.6 % ** 4.3 % **

Asian American 11.0 2.7 ** 6.0 ** 9.8 **

Hispanic American 3.1 ** 2.9 ** 3.3 ** 4.5 **

Native American 5.8 ** 3.7 3.6 ** 5.5 **

Other Race Minority 6.3 ** 2.5 * 5.7 5.7 **

Non‐Hispanic white 10.5 4.1 7.2 8.2

Gender

Women 10.0 % ** 2.4 % ** 4.4 % ** 7.0 % **

Men 8.0 4.5 8.6 7.1

All individuals 9.1 % 3.7 % 5.8 % 7.1 %

Construction

Goods &

Services

Goods &

Services

Construction

Professional 

Services

Professional 

Services

Architecture & 

Engineering

Architecture & 

Engineering

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Figure C‐8. Mean annual wages, Virginia Beach and the United States, 2012‐2016 

Note: 

The sample universe is all non‐institutionalized, employed individuals aged 25‐64 that are not in school, the military, or self‐employed. 

**/++ Denotes statistically significant differences from non‐Hispanic whites (for minority groups) or from men (for women) at the 95% confidence level for Virginia Beach and the United States as a whole, respectively. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐8indicatesthat,comparedtonon‐HispanicwhiteAmericans,BlackAmericans,AsianAmericans,HispanicAmericans,NativeAmericans,andotherraceminoritiesintheVirginiaBeachmarketplacehavelowermeanannualwages.Inaddition,non‐HispanicwhitewomenintheVirginiaBeachmarketplaceexhibitlowermeanannualwagesthanmen.

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Figure C‐9. Predictors of annual wages (regression), Virginia Beach, 2012‐2016 

Note: 

The regression includes 12,699 observations. 

The sample universe is all non‐institutionalized, employed individuals aged 25‐64 that are not in school, the military, or self‐employed.  

For ease of interpretation, the exponentiated form of the coefficients is displayed in the figure. 

*, ** Denotes statistical significance at the 90% and 95% confidence levels, respectively. 

For comparison, Asian Pacific American and Subcontinent Asian American were combined into the Asian American group due to small sample size. 

The referent for each set of categorical variables is as follows: non‐Hispanic whites for the race variables, male for the gender variable, high school diploma for the education variables, manufacturing for industry variables, and Northeast for the region variables. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐9indicatesthat,comparedtobeinganon‐HispanicwhiteAmericanintheVirginiaBeachmarketplace,beingBlackAmerican,AsianAmerican,HispanicAmericanorotherraceminorityisrelatedtolowerannualwages,evenafteraccountingforvariousotherpersonalcharacteristics.(Forexample,themodelindicatesthatbeingBlackAmericanisassociatedwithmakingapproximately$0.81foreverydollarthatanon‐HispanicwhiteAmericanmakes,allelsebeingequal.)Inaddition,beingawomanisrelatedtolowerannualwagescomparedtobeingamanintheVirginiaBeachmarketplace,evenafteraccountingforvariousotherpersonalcharacteristics.

Variable

Constant 9466.553 **

Black American 0.813 **

Asian American 0.852 **

Hispanic American 0.879 **

Native American 0.903

Other minority group 0.613 **

Women 0.781 **

Less than high school education 0.853 **

Some college 1.122 **

Four‐year degree 1.442 **

Advanced degree 2.016 **

Disabled 0.862 **

Military experience 1.002

Speaks English well 1.289 *

Age  1.050 **

Age‐squared 1.000 **

Married 1.086 **

Children 1.007

Number of people over 65 in household 0.910 **

Public sector worker 1.171 **

Manager 1.308 **

Part time worker 0.361 **

Extraction and agriculture 0.768

Construction 0.805 **

Wholesale trade 0.897 **

Retail trade 0.714 **

Transportation, warehouse, & information 1.020

Professional services 1.051 **

Education 0.652 **

Health care 1.061 **

Other services 0.682 **

Public administration and social services 0.908 **

Exponentiated 

Coefficient

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Figure C‐10. Predictors of annual wages (regression), United States, 2012‐2016 

Note: 

The regression includes 4,032,836 observations. 

The sample universe is all non‐institutionalized, employed individuals aged 25‐64 that are not in school, the military, or self‐employed.  

For ease of interpretation, the exponentiated form of the coefficients is displayed in the figure. 

** Denotes statistical significance at the 95% confidence level. 

The referent for each set of categorical variables is as follows: non‐Hispanic whites for the race variables, male for the gender variable, high school diploma for the education variables, manufacturing for industry variables, and Northeast for the region variables. 

 

Source: 

BBC Research & Consulting from 2011‐2015 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐10indicatesthat,comparedtobeinganon‐HispanicwhiteAmericanintheUnitedStates,beingBlackAmerican,AsianAmerican,HispanicAmerican,NativeAmerican,orotherraceminorityisrelatedtolowerannualwages,evenafteraccountingforvariousotherpersonalcharacteristics.(Forexample,themodelindicatesthatbeingBlackAmericanisassociatedwithmakingapproximately$0.85foreverydollarthatanon‐HispanicwhiteAmericanmakes,allelsebeingequal.)Inaddition,beingawomanisrelatedtolowerannualwages,comparedtobeingaman,evenafteraccountingforvariousotherpersonalcharacteristics.

Variable

Constant 7166.063 **

Black American 0.846 **

Asian American 0.988 **

Hispanic American 0.926 **

Native American 0.889 **

Other minority group 0.929 **

Women 0.779 **

Less than high school education 0.853 **

Some college 1.199 **

Four‐year degree 1.677 **

Advanced degree 2.326 **

Disabled 0.792 **

Military experience 0.994 **

Speaks English well 1.347 **

Age  1.058 **

Age‐squared 0.999 **

Married 1.117 **

Children 1.011 **

Number of people over 65 in household 0.908 **

Midwest 0.881 **

South 0.895 **

West 0.986 **

Public sector worker 1.109 **

Manager 1.306 **

Part time worker 0.365 **

Extraction and agriculture 0.963 **

Construction 0.936 **

Wholesale trade 0.974 **

Retail trade 0.756 **

Transportation, warehouse, & information 1.041 **

Professional services 1.073 **

Education 0.662 **

Health care 1.008 **

Other services 0.716 **

Public administration and social services 0.832 **

Exponentiated 

Coefficient

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Figure C‐11. Home Ownership Rates, Virginia Beach and the United States, 2012‐2016 

Note: 

The sample universe is all households. 

*,** Denotes statistically significant differences from non‐Hispanic whites at the 90% and 95% confidence levels for the Virginia Beach marketplace  

++ Denotes statistically significant differences from non‐Hispanic whites at the 95% confidence level for the United States as a whole. 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐11indicatesthat,comparedtonon‐HispanicwhiteAmericans,smallerpercentagesofBlackAmericans,HispanicAmericans,andNativeAmericansownhomesintheVirginiaBeachmarketplace.

Figure C‐12. Median home values, Virginia Beach and the United States, 2012‐2016 

Note: 

The sample universe is all owner‐occupied housing units. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐12indicatesthatBlackAmerican,HispanicAmerican,NativeAmericanandotherminorityhomeownersintheVirginiaBeachmarketplaceownhomesoflowermedianvaluethannon‐HispanicwhiteAmericanhomeowners.Incontrast,AsianAmericanhomeownersintheVirginiaBeachmarketplaceownhomesofequalvaluetonon‐HispanicwhiteAmericanhomeowners.

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Figure C‐13. Denial rates of conventional purchase loans for high‐income households, Virginia Beach and the United States, 2007 and 2016 

Note: 

High‐income borrowers are those households with 120% or more of the HUD area median family income (MFI). 

Native Americans are combined with Pacific Islanders due to small sample size. 

 

Source: 

FFIEC HMDA data 2007 and 2016. The raw data extract was obtained from the Consumer Financial Protection Bureau HMDA data tool: http://www.consumerfinance.gov/hmda/explore. 

FigureC‐13indicatesthatin2016,BlackAmericans;AsianAmericans,HispanicAmericans;andNativeAmericansorOtherPacificIslandersintheVirginiaBeachmarketplaceweredeniedconventionalhomepurchaseloansathigherratesthannon‐HispanicwhiteAmericans.

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Figure C‐14. Percent of conventional home purchase loans that were subprime, Virginia Beach and the United States, 2007 and 2016 

Note: 

Native Americans are combined with Pacific Islanders due to small sample size. 

 

Source: 

FFIEC HMDA data 2007 and 2016. The raw data extract was obtained from the Consumer Financial Protection Bureau HMDA data tool: http://www.consumerfinance.gov/hmda/explore. 

FigureC‐14indicatesthatin2016,BlackAmericans,AsianAmericans,andHispanicAmericansintheVirginiaBeachmarketplacewereawardedsubprimeconventionalhomepurchaseloansatgreaterratesthannon‐HispanicwhiteAmericans.

Figure C‐15. Business loan denial rates, South Atlantic Division and the United States, 2003 

Note: 

**, ++ Denotes statistically significant differences from non‐Hispanic white men (for minority groups and women) at the 95% confidence level for the United States as a whole and the South Atlantic Division, respectively. 

The South Atlantic Division comprises North Carolina, South Carolina, Delaware, the District of Columbia, Florida, Georgia, Maryland, Virginia, and West Virginia. 

 

Source: 

BBC Research & Consulting from 2003 Survey of Small Business Finance. 

FigureC‐15indicatesthat,in2003,minority‐andwoman‐ownedbusinessesintheSouthAtlanticDivisionweredeniedbusinessloansatagreaterratethanbusinessesownedbynon‐Hispanicwhitemen.IntheUnitedStatesasawhole,BlackAmerican‐ownedbusinessesweredeniedbusinessloansatagreaterratethanbusinessesownedbynon‐Hispanicwhitemen.

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Figure C‐16. Businesses that did not apply for loans due to fear of denial, South Atlantic Division and the United States, 2003 

Note: 

**, ++ Denotes statistically significant differences from non‐Hispanic white men (for minority groups and women) at the 95% confidence level for the United States as a whole and the South Atlantic Division, respectively. 

The South Atlantic Division comprises North Carolina, South Carolina, Delaware, the District of Columbia, Florida, Georgia, Maryland, Virginia, and West Virginia. 

 

Source: 

BBC Research & Consulting from 2003 Survey of Small Business Finance. 

FigureC‐16indicatesthat,in2003,minority‐andwoman‐ownedbusinessesintheSouthAtlanticDivisionweremorelikelythanbusinessesownedtonotapplyforbusinessloansbyduetoafearadenial.IntheUnitedStatesasawhole,BlackAmerican‐,HispanicAmerican‐andnon‐Hispanicwhitewoman‐ownedbusinessesweremorelikelythanbusinessesownedbynon‐Hispanicwhitementonotapplyforbusinessloansduetoafearofdenial.

Figure C‐17. Mean values of approved business loans, South Atlantic Division and the United States, 2003 

Note: 

**, ++ Denotes statistically significant differences from non‐Hispanic white men (for minority groups and women) at the 95% confidence level for the United States as a whole and the South Atlantic Division, respectively. 

The South Atlantic Division comprises North Carolina, South Carolina, Delaware, the District of Columbia, Florida, Georgia, Maryland, Virginia, and West Virginia. 

Source: 

BBC Research & Consulting from 2003 Survey of Small Business Finance. 

FigureC‐17indicatesthat,in2003,minority‐andwoman‐ownedbusinessesintheUnitedStateswhoreceivedbusinessloanswereapprovedforloansthatwereworthlessthanloansthatbusinessesownedbynon‐Hispanicwhitemenreceived.

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Figure C‐18. Self‐employment rates in study‐related industries, Virginia Beach and the United States, 2012‐2016 

Note: 

** Denotes that the difference in proportions between the minority group and non‐Hispanic whites (or between women and men) is statistically significant at the 95% confidence level. 

† Denotes that significant differences in proportions were not reported due to small sample size. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata samples. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐18indicatesthatBlackAmericansworkingacrossallindustriesintheVirginiaBeachmarketplace(construction,architectureandengineering,professionalservices,andgoodsandservices)exhibitedlowerratesofself‐employment(i.e.,businessownership)thannon‐HispanicwhiteAmericans.Inaddition,HispanicAmericansinthearchitectureandengineeringindustryexhibitedlowerratesofself‐employmentthannon‐HispanicwhiteAmericans.WomenworkingintheprofessionalservicesindustryintheVirginiaBeachmarketplacealsoexhibitedlowerratesofself‐employmentthanmen.

Virginia Beach

Race/ethnicity

Black American 14.3 % ** 2.8 % ** 6.4 % ** 4.9 % **

Asian American 17.0 13.2 13.5 10.3

Hispanic American 19.6 2.9 ** 10.8 5.3

Native American 43.4 † 0.0 † 0.0 † 1.5

Other Race Minority 0.0 † 0.0 † 0.0 † 24.7 †

Non‐Hispanic white 25.2 12.4 13.7 8.0

Gender

Women 17.8 % 12.7 % 8.5 % ** 6.4 %

Men 22.9 9.7 14.8 7.4

All individuals 22.3 % 10.7 % 10.4 % 7.0 %

United States

Race/ethnicity

Black American 17.8 % ** 15.5 % ** 7.0 % ** 4.9 % **

Asian American 23.1 ** 12.7 ** 12.5 ** 10.2

Hispanic American 17.7 ** 16.3 ** 10.1 ** 7.6 **

Native American 18.4 ** 21.4 13.7 ** 7.6 **

Other Race Minority 23.1 14.9 ** 14.8 * 8.2 **

Non‐Hispanic white 26.1 23.1 17.9 10.0

Gender

Women 16.1 % ** 20.8 % * 12.5 % ** 7.1 % **

Men 24.0 21.2 19.0 9.9

All individuals 23.2 % 21.1 % 14.7 % 8.8 %

Construction

Construction

Goods & 

Services

Goods & 

Services

Professional 

Services

Professional 

Services

Architecture & 

Engineering

Architecture & 

Engineering

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Figure C‐19. Predictors of business ownership in construction (probit regression), Virginia Beach, 2012‐2016 

Note: 

The regression includes 1,322 observations. 

*,** Denote statistical significance at the 90% and 95% confidence levels, respectively. 

Other race minority omitted from the regression due to small sample size. 

The referent for each set of categorical variables is as follows: high school diploma for the education variables, non‐Hispanic whites for the race variables, and men for the gender variable. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata samples. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa. 

FigureC‐19indicatesthat,comparedtobeinganon‐HispanicwhiteAmerican,beingaBlackAmericanintheVirginiaBeachmarketplaceisrelatedtoalowerlikelihoodofowningaconstructionbusiness,evenafteraccountingforvariousotherpersonalcharacteristics.Inaddition,beingawomanintheVirginiaBeachmarketplace(ascomparedtoaman)isrelatedtoalowerlikelihoodofowningaconstructionbusiness,evenafteraccountingforvariousotherpersonalcharacteristics.

Variable

Constant ‐1.3672 *

Age 0.0002

Age‐squared 0.0002

Married 0.0852

Disabled 0.0874

Number of children in household ‐0.0341

Number of people over 65 in household ‐0.1195

Owns home 0.1821

Home value ($000s) 0.0001

Monthly mortgage payment  ($000s) 0.0314

Interest and dividend income ($000s) 0.0046

Income of spouse or partner ($0000s) ‐0.0002

Speaks English well 0.1183

Less than high school education ‐0.0360

Some college ‐0.0856

Four‐year degree ‐0.4149 **

Advanced degree ‐0.3952

Black American ‐0.3077 **

Asian American ‐0.1464

Hispanic American 0.1035

Native American 0.4897

Women ‐0.3270 **

Coefficient

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Figure C‐20. Disparities in business ownership rates for Virginia Beach construction workers, 2012‐2016 

Note:  The benchmark figure can only be estimated for records with observed (rather than imputed) dependent variable values. Thus, the study team made comparisons between actual and benchmark self‐employment rates only for the subset of the sample for which the dependent variable was observed. 

Analyses are limited to those groups that showed negative coefficients that were statistically significant in the regression model. 

Source:  BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata samples. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐20indicatesthatBlackAmericansownconstructionbusinessesintheVirginiaBeachmarketplaceataratethatis65percentthatofsimilarly‐situatednon‐HispanicwhiteAmericans(i.e.,non‐HispanicwhiteAmericanswhosharethesamepersonalcharacteristics).Similarly,non‐HispanicwhitewomenownconstructionbusinessesintheVirginiaBeachmarketplaceataratethatis64percentthatofsimilarly‐situatednon‐Hispanicwhitemen.

Figure C‐21. Predictors of business ownership in Architecture & Engineering (probit regression), Virginia Beach, 2012‐2016 

Note: 

The regression includes 766 observations. 

*, ** Denote statistical significance at the 90% and 95% confidence levels, respectively. 

Other race minority and Native American omitted from the regression due to small sample size. 

The referent for each set of categorical variables is as follows: high school diploma for the education variables, non‐Hispanic whites for the race variables, and men for the gender variable. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata samples. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐21indicatesthatbeingaminorityorbeingawomanisnotrelatedtothelikelihoodofowninganarchitectureandengineeringbusinessintheVirginiaBeachmarketplaceafteraccountingforvariousotherpersonalcharacteristics.

Group

Black American 15.3% 23.4% 65

Non‐Hispanic white women 19.5% 30.7% 64

Self‐Employment Rate Disparity  Index

Actual  Benchmark (100 = Parity)

Variable

Constant ‐2.0259

Age 0.0381

Age‐squared ‐0.0002

Married ‐0.2022

Disabled ‐0.0784

Number of children in household 0.0899

Number of people over 65 in household 0.3706 **

Owns home 0.2399

Home value ($000s) 0.0006 *

Monthly mortgage payment  ($000s) ‐0.0149

Interest and dividend income ($000s) 0.0064

Income of spouse or partner ($0000s) 0.0002

Speaks English well ‐0.7902

Less than high school education ‐0.0955

Some college ‐0.3152

Four‐year degree 0.0324

Advanced degree ‐0.0595

Black American ‐0.6699

Asian American ‐0.1225

Hispanic American ‐0.6939

Women 0.2183

Coefficient

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Figure C‐22. Predictors of business ownership in professional services (regression), Virginia Beach, 2012‐2016 

Note: 

The regression includes 651 observations. 

*, ** Denote statistical significance at the 90% and 95% confidence levels, respectively. 

Other race minority, Native American and speaks English well omitted from the regression due to small sample size. 

The referent for each set of categorical variables is as follows: high school diploma for the education variables, non‐Hispanic whites for the race variables, and men for the gender variable. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata samples. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

FigureC‐22indicatesthatbeingaminorityorbeingawomanisnotrelatedtothelikelihoodofowningaprofessionalservicesbusinessintheVirginiaBeachmarketplaceafteraccountingforvariousotherpersonalcharacteristics.

Variable

Constant ‐3.4555 **

Age 0.0725 **

Age‐squared ‐0.0006 *

Married 0.1961

Disabled 0.2293

Number of children in household ‐0.0347

Number of people over 65 in household 0.1617

Owns home ‐0.0380

Home value ($000s) 0.0012 *

Monthly mortgage payment  ($000s) ‐0.2213 *

Interest and dividend income ($000s) ‐0.0033

Income of spouse or partner ($0000s) 0.0026 *

Less than high school education ‐0.2799

Some college ‐0.0093

Four‐year degree 0.3567

Advanced degree 0.3269

Black American 0.0436

Asian American ‐0.1511

Hispanic American ‐0.0542

Women ‐0.2005

Coefficient

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Figure C‐23. Predictors of business ownership in goods and services (regression), Virginia Beach, 2012‐2016 

Note: 

The regression includes 3,468 observations. 

*, ** Denote statistical significance at the 90% and 95% confidence levels, respectively. 

The referent for each set of categorical variables is as follows: high school diploma for the education variables, non‐Hispanic whites for the race variables, and men for the gender variable. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata samples. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

 

FigureC‐23indicatesthatbeingaminorityorbeingawomanisnotrelatedtothelikelihoodofowningagoodsandservicesbusinessintheVirginiaBeachmarketplaceafteraccountingforvariousotherpersonalcharacteristics.

Variable

Constant ‐3.6654 **

Age 0.0991 **

Age‐squared ‐0.0009 **

Married 0.2554 **

Disabled 0.2496 *

Number of children in household 0.1069 **

Number of people over 65 in household 0.0387

Owns home ‐0.3428 **

Home value ($000s) 0.0005 **

Monthly mortgage payment  ($000s) 0.1338 **

Interest and dividend income ($000s) 0.0014

Income of spouse or partner ($0000s) 0.0001

Speaks English well ‐0.4685 **

Less than high school education 0.1070

Some college 0.0721

Four‐year degree 0.0366

Advanced degree ‐0.0312

Black American ‐0.1758

Asian American ‐0.0279

Hispanic American ‐0.1374

Native American ‐0.5593

Other minority group 1.1272

Women ‐0.0064

Coefficient

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Figure C‐24. Rates of business closure, expansion, and contraction, Virginia and the United States, 2002‐2006 

Note: 

Data only include only privately‐held businesses. 

Equal Gender Ownership refers to those businesses for which ownership is split evenly between women and men. 

Statistical significance of these results cannot be determined, because sample sizes were not reported. 

 

Source: 

Lowrey, Ying. 2010. “Race/Ethnicity and Establishment Dynamics, 2002‐2006.” U.S. Small Business Administration Office of Advocacy. Washington D.C. 

Lowrey, Ying. 2014. "Gender and Establishment Dynamics, 2002‐2006."  U.S. Small Business Administration Office of Advocacy. Washington D.C. 

FigureC‐24indicatesthatBlackAmerican‐,AsianAmerican‐,andHispanicAmerican‐ownedbusinessesinVirginiashowhigherclosureratesthanwhiteAmerican‐ownedbusinesses.Woman‐ownedbusinessesinVirginiaalsoshowhigherclosureratesthanbusinessesownedbymen.BlackAmerican‐andAsianAmerican‐ownedbusinessesinVirginiashowlowerexpansionratesthanwhiteAmerican‐ownedbusinesses.

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Figure C‐25. Mean annual business receipts (in thousands), Virginia Beach‐Norfolk‐Newport News, VA‐NC Metro Area and the United States, 2012 

Note: 

Includes employer and non‐employer firms. Does not include publicly‐traded companies or other firms not classifiable by race/ethnicity and gender. 

All race/ethnicity and gender categories include Hispanic Americans. Estimates for Non‐Hispanic race/ethnic groups are not available for metropolitan statistical areas. Those estimates are only available at the state level. 

 

Source: 

2012 Survey of Business Owners, part of the U.S. Census Bureau’s 2012 Economic Census. 

FigureC‐25indicatesthat,in2012,BlackAmerican‐;AsianAmerican‐;HispanicAmerican‐;AmericanIndianandAlaskanNative‐;andNativeHawaiianandotherPacificIslander‐ownedbusinessesintheVirginiaBeach‐Norfolk‐NewportNewsMetroAreashowedlowermeanannualbusinessreceiptsthannon‐HispanicwhiteAmerican‐ownedbusinesses.Inaddition,woman‐ownedbusinessesintheregionshowedlowermeanannualbusinessreceiptsthanbusinessesownedbymen.

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Figure C‐26. Mean annual business owner earnings, Virginia Beach and the United States, 2012‐2016 

Note: 

The sample universe is business owners age 16 and older who reported positive earnings. All amounts in 2016 dollars. 

**, ++ Denotes statistically significant differences from non‐Hispanic whites (for minority groups) or from men (for women) at the 95% confidence level for Virginia Beach and the United States as a whole, respectively. 

† Denotes that significant differences in proportions were not reported due to small sample size. 

Other race minority omitted due to small sample size. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/.. 

FigureC‐26indicatesthattheownersofBlackAmerican‐ownedbusinessesandHispanicAmerican‐ownedbusinessesintheVirginiaBeachmarketplaceearnlessonaveragethantheownersofnon‐HispanicwhiteAmerican‐ownedbusinesses.Inaddition,theownersofwoman‐ownedbusinessesintheVirginiaBeachmarketplaceearnlessonaveragethantheownersofbusinessesownedbymen.

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Figure C‐27. Predictors of business owner earnings (regression), Virginia Beach, 2012‐2016 

Note: 

The regression includes 999 observations. 

For ease of interpretation, the exponentiated form of the coefficients is displayed in the figure. 

The sample universe is business owners age 16 and older who reported positive earnings. All amounts in 2016 dollars. 

*, ** Denotes statistical significance at the 90% and 95% confidence level, respectively. 

Other race minority omitted from the regression due to small sample size. 

The referent for each set of categorical variables is as follows: high school diploma for the education variables, non‐Hispanic whites for the race variables and men for the gender variable. 

 

Source: 

BBC Research & Consulting from 2012‐2016 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/.. 

FigureC‐27indicatesthat,comparedtobeingtheownerofamale‐ownedbusinessintheVirginiaBeachmarketplace,beingtheownerofafemale‐ownedbusinessisrelatedtolowerbusinessearnings,evenafteraccountingforvariousotherbusinessandpersonalcharacteristics.

Figure C‐28. Predictors of business owner earnings (regression), United States, 2012‐2016 

Note: 

The regression includes 436,401 observations. 

For ease of interpretation, the exponentiated form of the coefficients is displayed in the figure. 

The sample universe is business owners age 16 and over who reported positive earnings. All amounts in 2015 dollars. 

*, ** Denotes statistical significance at the 90% and 95% confidence level, respectively. 

The referent for each set of categorical variables is as follows: high school diploma for the education variables, non‐Hispanic whites for the race variables, and men for the gender variable. 

 

Source: 

BBC Research & Consulting from 2011‐2015 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/.. 

FigureC‐28indicatesthat,comparedtobeingtheownerofanon‐HispanicwhiteAmerican‐ownedbusinessintheUnitedStates,beinganownerofaBlackAmerican‐orNativeAmerican‐ownedbusinessisrelatedtolowerearnings,evenafteraccountingforvariousotherbusinessandpersonalcharacteristics.Inaddition,comparedtobeingtheownerofamale‐ownedbusinessintheUnitedStates,beingtheownerofafemale‐ownedbusinessisrelatedtolowerearnings,evenafteraccountingforvariousotherbusinessandpersonalcharacteristics.

Variable

Constant 777.253 **

Age 1.136 **

Age‐squared 0.999 **

Married 1.110

Speaks English well 0.911

Disabled 0.910

Less than high school 1.001

Some college 0.919

Four‐year degree 1.253

Advanced degree 1.579 *

Black American 0.785

Asian American 0.702

Hispanic American 1.189

Native American 1.177

Women 0.635 **

Exponentiated 

Coefficient

Variable

Constant 533.957 **

Age 1.149 **

Age‐squared 0.999 **

Married 1.241 **

Speaks English well 1.144 **

Disabled 0.580 **

Less than high school 0.749 **

Some college 1.041 **

Four‐year degree 1.312 **

Advanced degree 1.895 **

Black American 0.818 **

Asian American 1.102 **

Hispanic American 1.042 **

Native American 0.681 **

Other race minority 1.115 *

Women 0.533 **

Exponentiated 

Coefficient

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APPENDIX D. 

Qualitative Information about  Marketplace Conditions   

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APPENDIX D. Qualitative Information about  Marketplace Conditions 

AppendixDpresentsqualitativeinformationthatthestudyteamcollectedthroughin‐depthinterviews,publicmeetings,andtelephonesurveysconductedaspartofthedisparitystudy.AppendixDispresentedin10parts:A.   Introduction and backgrounddescribeswithwhomthestudyteammettocollectthe

informationsummarizedinAppendixDandhowthatinformationwascollected.

B.   Background on the contracting industry summarizesinformationabouthowbusinessesbecomeestablishedandtheirsize.PartBalsopresentsinformationabouttheeffectsofthelocaleconomyandbusinessowners’experiencespursingpublicandprivatesectorwork.

C.   Working as a prime contractor or subcontractorsummarizesinformationaboutthemixofbusinesses’primecontractandsubcontractworkandhowtheyobtainthatwork.PartCalsopresentsinformationonbusinessowners’experiencesworkingwithminority‐andwoman‐ownedbusinessesandotherbusinesses.

D.   Keys to business successsummarizesinformationaboutcertainbarrierstodoingbusinessandkeystosuccess,includingaccesstofinancing.

E.  Potential barriers to doing business in the regionpresentsinformationaboutpotentialbarrierstodoingworkintheVirginiaBeacharea,includingbonding,insurance,andexperienceswiththeCityofVirginiaBeach(City)processes.

F.   Allegations of unfair treatmentpresentsinformationaboutexperienceswithunfairtreatment,includingbidshopping;treatmentduringperformanceofwork;andallegationsofunfavorableworkenvironmentforminoritiesandwomen.

G.   Additional information regarding any race ‐ or gender‐based discriminationincludesadditionalinformationconcerningpotentialracial/ethnic‐orgender‐baseddiscrimination.Topicsincludestereotypicalattitudesaboutminoritiesandwomenandallegationsofclosedor“goodol’boy”networksthatadverselyaffectopportunitiesforminority‐andwoman‐ownedbusinesses.

H.  Insights regarding neutral measures presentsinformationaboutbusinessassistanceprograms,effortstoopencontractingprocesses,andotherstepstoremovebarriersforsmallbusinesses.

I.   Insights regarding race ‐ or gender‐based measures presentscommentsaboutassistanceprogramsbasedontheraceorgenderofbusinessowners.

J.   MBE /WBE/SWaM certification presentsinformationaboutminority‐andwoman‐ownedbusinessenterprise(MBE/WBE)certificationandSmall,Women‐ownedandMinority‐ownedBusinesses(SWaM)certificationandthecertificationprocess.Italsopresents

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informationaboutadvantagesanddisadvantagesthatbusinessesexperiencebecauseoftheircertificationasanMBE,WBE,orSWaMbusiness.

A. Introduction and Background 

Businessownersandmanagers;tradeassociationrepresentatives;andotherinterestedpartieshadtheopportunitytodiscusstheirexperiencesworkingintheVirginiaBeachmarketplacebyparticipatinginoneormoreofthefollowing:

In‐depthinterviews;

Availabilitysurveys;and

Publicmeetings.

Thestudyteamconductedpublicmeetings,in‐depthinterviews,andtelephonesurveysbetweenFebruary2018andJuly2018.Duringtheinterviews,surveys,andmeetings,participantshadopportunitiestodiscusstheirexperiencesworkinginthelocalcontractingindustry;experiencesworkingwiththeCityandotherpublicagencies;experienceswithpotentialbarriersordiscriminationbasedonraceorgender;andothermattersrelevanttodoingbusinessintheVirginiaBeachmarketplace.Throughoutthestudyprocess,theCityandthestudyteamencouragedbusinessownerstosubmitwrittentestimonyandcommentsconcerningthesematters.

In‐depth interviews. Thestudyteamconductedin‐depthinterviewswith45businessesbasedintherelevantgeographicmarketarea.1Mostoftheinterviewswereconductedwiththeownerorotherofficerofthebusiness.Intervieweesincludedindividualsrepresentingconstructionbusinesses;architectureandengineeringbusinesses;professionalservicesbusinesses;goodsandcommoditiesbusinesses;andotherservicesbusinesses.Thestudyteamidentifiedinterviewparticipantsprimarilyfromarandomsampleofbusinessesthatwasstratifiedbybusinesstypeandtheraceandgenderofthebusinessowners.Theinterviewsincludeddiscussionsaboutinterviewees’perceptionsandexperiencesregardingthelocalcontractingindustry;theCity’scontractingpoliciesandpractices;anyallegationsofunfairtreatmentofminoritiesandwomen;andexperienceswithcertificationprograms(e.g.,theSWaMProgram).

Ofthebusinessesinterviewed,someworkexclusivelyorprimarilyasprimecontractorsorsubcontractors,whereasothersworkinbothcapacities.Thebusinessesinterviewedrepresentedminority‐ownedbusinesses,woman‐ownedbusinesses,service‐disabledveteran‐ownedbusinesses,SWaMbusinesses,andbusinessesownedbynon‐Hispanicwhitemen.SomeofthosebusinesseswereMBE‐certified,WBE‐certified,SWaM‐certified,orheldothercertifications.EachbusinessthatthestudyteaminterviewedhadconductedworkintheVirginiaBeacharea.AllintervieweesareidentifiedinAppendixDbyrandomintervieweenumbers(i.e.,#1,#2,#3,etc.).

Becauseintervieweeswereoftenquitespecificintheircomments,inmanycasesthestudyteamreportsintervieweecommentsinaggregatetominimizethechancethatinterviewees(orother 1TherelevantgeographicmarketareaincludesChesapeake.Norfolk,Portsmouth,andVirginiaBeachinVirginia.

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individualsorbusinessesmentionedduringtheinterviews)couldbeidentified.ThestudyteamreportstheraceandgenderofeachbusinessownerandwhethereachintervieweerepresentsanMBE‐certifiedbusiness,aWBE‐certifiedbusiness,aSWaM‐certifiedbusiness,orabusinessthatdidnotreporthavinganytypeofcertification.

Availability surveys.Asapartoftheavailabilitysurveysthatthestudyteamconductedforthedisparitystudy,businessownersandmanagerswereaskedwhethertheircompanieshaveexperiencedbarriersordifficultiesassociatedwithbusinessstartuporexpansionwithintheindustryorwhetherthecompanyhasencounteredbarriersinobtainingwork.Atotalof106businessesprovidedcomments.ThestudyteamanalyzedresponsestothosequestionsandprovidedexamplesofdifferenttypesofcommentsinAppendixD.AvailabilitysurveycommentsareindicatedthroughoutAppendixDbytheprefix“AS.”Fordetailsaboutavailabilitysurveys,seeChapter5andAppendixE.

Public meetings. Aspartofthedisparitystudy,thestudyteamconductedthreepublicmeetingsinVirginiaBeach,Virginia.Thepublicmeetingswereheldattwolocationsoverthreedays:

MeyeraE.OberndorfCentralLibraryAuditorium(October16,2018andOctober18,2018;commentsidentifiedwiththeprefix“MOC”);and

KempsvilleHighSchoolCafeteria(October17,2018;commentsidentifiedwiththeprefix“KHS”).

PublicmeetingparticipantsrepresentedbusinessesandorganizationsthroughouttheCity.Thenumberingofcommentsfromaparticularpublichearing(e.g.,MOC#1,MOC#2)indicatestheorderinwhichparticipantsgaveoraltestimonyatthehearing.Forsimplicity,AppendixDreferstobothpublicmeetingparticipantsandthoseprovidingwrittentestimonyas“interviewees”inthesamewayasindividualswhoparticipatedinin‐depthinterviews.TheCityandthestudyteamalsoencouragedbusinessownerstosubmitwrittentestimonytothestudyteamthroughoutthecourseofthestudy.Thestudyteamreceivedwrittentestimonyfromthreebusinesses.

B. Background on the Contracting Industry 

PartBsummarizesinformationrelatedto:

Howbusinessesbecomeestablished;

Employmentsizeofbusinesses;

Sizesandlocationsofcontractsthatbusinessesperform;

Effectsofthelocaleconomyonbusinesses;

Currentmarketplaceconditions;and

Businessowners’experiencespursuingpublicandprivatesectorwork.

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How businesses become established. Manyintervieweesreportedthattheircompanieswerestarted(orpurchased)byindividualswithpreviouslyestablishedconnectionsintheirrespectiveindustries.

In2007,aBlackAmericanmaleownerofanMBE‐,VBE‐,andSWaM‐certifiedmedicalservicesfirmboughttheNorfolkofficeofnon‐minoritymedicalservicesfirmwherehehadworkedfor11.5years.[#1]

Whenaskedhowandwhenthefirmwasfounded,afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmstated,“Twoofthefoundershaveretiredandoneisstillthere.Thefirmwasfoundedbythreemen33yearsago.”[#9]

TheHispanicAmericanfemalerepresentativeofanewspapercompanynotedthatsheknewthepreviousowners,aHispanicmarriedcouple,andthattheyhadstarteditasaretirementbusiness.Later,thecoupledecidedtopursueotherthingsandin1999soldthecompanytothecurrentowner,whowasalsoseekingaretirementbusiness.“Wethoughtitwasareallygoodproduct.Itwasaverygoodnewspaperandwedidn’twantittogobythewayside.”[#18]

Whenaskedaboutthecircumstancesinwhichthecompanywasformed,theHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatthefirmwaspurchasedfromthepreviousownersin2011,andhethenacquired51percentownership.Heexplained,“Whatspurredmewasanopportunitytobuildandgrowanoperationalbusinessinourarea.Iwasjustcomingoutofthemilitary,andIwantedtomakeagoofownershipandtrytobuildagreatteamandgivegreatservicetoourcustomers.”[#28]

Anon‐HispanicwhitemalerepresentativeofanelectricaldistributioncompanyindicatedthattheelectricalportionofthefirmwasfoundedinFrancein1955.Heexplained,“In1989thecompanymadeitsfirstpurchaseofaU.S.‐ownedelectricaldistributor,whichwaslocatedinMaryland.Thefirmcontinuedtopurchasecompaniesoverthelast43years,makingtheparentcompanythelargestwholesaleelectricaldistributorintheU.S.,whichincludesatotalof19operatingcompanies.”[#35]

Anon‐HispanicwhitemalerepresentativeofanelevatorcompanyreportedthatthefirmwasfoundedinSwitzerlandin1890byaman.[#36]

Whenaskedaboutthecircumstancesinwhichthecompanywasformed,theBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanyrespondedthatitwasfoundedbyaBlackAmericanmaninearly1970,asheneededtosupporthisfamily.[#39]

Many firm owners worked in the industry before starting their own businesses.Examplesfromthein‐depthinterviewsincludethefollowing:

TheBlackAmericanmaleownerofaminority‐ownedrealestatedevelopmentfirmstated,“[We]firstgotstartedin1995andstartedinvestinginrealestateandwantedtolearnanddomoreprojects,sowebegantolearnabouttherealestatedevelopmentbusinessbyworkingalongsideaprominentmajority‐ownedfirm,theneventuallylaunchedmyownfirm.”[#2]

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Whenaskedaboutthehistoryandbywhomthefirmwasfoundedandthecircumstancesinwhichitwasformed,anon‐HispanicwhitefemaleownerofaSWaM‐certifiedwoman‐ownedcivilengineeringfirmnoted,“Iworkedforalarge,nationalfirmandwasjustlookingforsomemoreflexibility,andtherewasanicheforqualifiedDBEsinmymarket.Well,notonlydidVDOThaveDBErequirements,alotofmunicipalitiesweregoingtowardsgoalsandlotsofthemarealittlebitmorestringentuponthat.”[#3]

Whengivingabriefhistoryofthefirm,thenon‐HispanicwhitefemaleownerofanAsianAmericanWBE‐andSWaM‐certifiedengineeringandtestingfirmreportedthatpreviouslyshehadbeenworkingwithalargemajoritymediaandcommunicationsfirmandbyemployeecontractwasnotallowedtoworkforaprofitableboard.Shewasalwayswiththecompanyfromthebeginningin2002andhelpedfinancethebusiness.SheisalsoaClassAcertifiedcontractorandisnowpresidentofthefirm.[#5]

Amalerepresentativeofanon‐Hispanicwhite‐ownedlandscapematerialsfirmstatedthattheowneroriginallyfoundedhislandscapingbusinessandneededtofindagoodsupplierofmulchmaterialandequipment,sohestartedhisownlandscapematerialscompany.[#6]

Whengivingabriefhistoryofthefirm,theBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmreportedthathehadbeeninthegeotechnicalindustryforover20years.HegraduatedfromVirginiaTechandmanagedconstructionforacoupleofyearsandrelocatedtoMarylandwhereheearnedhisP.E.HeworkedinVirginiaBeachforaboutnineyearswithaprivatefirmdoinggeotechnicalengineeringandmaterialtesting.Afterwards,hestartedhisfirm.[#7]

TheBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedarchitecturalfirmnotedthathestartedasaconsultantandearnedhislicensein2006.Hetaughtforanumberofyearsandhasworkedwiththelocalhousingauthorityintheirdraftingandgraphics.Healsoworkedwithalocalminority‐ownedarchitecturalfirmfor15years.Helefttoworkforamajorityfirmashestudiedandpreparedtotakethelicenseexam.[#8]

Themalerepresentativeofanon‐Hispanicwhite‐ownedenvironmentalremediationfirmmentionedthecompanywasstartedbyaJohnsHopkinsprofessorwhospecializedintoxicology.Thepowercompanyknewabouthisspecialtyandhelpedhimdevelopthecompanyanditgrewintoapubliccompany.Thefounderwassemi‐retiredbythenandboughtoutthepublicsideandmadeitanemployee‐ownedcompany.[#10]

Thenon‐HispanicwhitefemalerepresentativeofanMBE‐,DBE‐,SBE‐,andSWaM‐certifiedNativeAmerican‐ownedenvironmentalengineeringfirmmentioned,“Thecompanywasstartedaftertheywentoutofbusiness,previouslytheydidmajorrepairstotanksonalargescale.Thesameownersstartedanewbusinessfocusingoninspections.Theyjustwantedtogosmallerinsizeandinscopeofwork.Thefirstcompanywasverylargeandtheyrepairedtanksandpipelines.Nowwecleanandinspect.”[#11]

TheHispanicAmericanfemaleownerofatranslationagencyreportedshehadherowninsuranceagencyinanotherstate.Shenoticedseveralclientsneededinterpretationandtranslationhelp.Shevoluntarilyprovidedherassistanceandthendecidedtosellherinsuranceagencyandstartherinterpreterandtranslatorbusinessin2007.[#13]

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Thenon‐Hispanicwhitefemaleownerofacomputersupportfirmstatedshelostherjob10yearsago.Shelookedintoacomputersoftwareprogramcompanyownedbyaformerschoolteacher.Shebecamealicenseeofthesoftware.Thefirmstartedoutwithjustherandfivecomputers,andnowshehas75laptopsandasmanyastenpeople.Themarketblewupfasterthanshecouldmanageit.Shedidn’tmakeaprofitforthefirstfiveyearsandcouldn’tgetaloan.Allthemoneywentbackintothebusiness.Thebusinesswasparent‐funded,theeconomytankedandparentsweremorejudiciousaboutspendingextrafortheprogramabovethecostofchildcare.Thenon‐Hispanicwhitefemaleownerthefirmthenwenttoprivatepreschoolsdirectlyasacurriculumoptionforthem.Sheworkedwithallthestudentsinthepreschools.Theworkhasbeensteady.[#14]

Thenon‐Hispanicwhitefemaleownerofapublicrelationsandmarketingfirmnotedthathercurrentmaleco‐ownerleftjournalisminSeptember1991.Hepartneredwithanotherbroadcastjournalistandstartedtheagency27yearsago.Thatpartnershiplasted2years,thenthefemalepartnerlefttodootherthings.Thenon‐HispanicwhitefemaleownerofapublicrelationsandmarketingfirmlefthercareertojointheagencyinFebruaryof1993.[#15]

TheBlackAmericanmaleownerofabusinessmanagementconsultingfirmnotedhewasaskedbyseveralbusinessownersabouthowtomanagetheirbusinessesaswellasdevelopmentofstrategicplans.Hewasofferinghisexpertiseatnochargeinitially,thenheformedhisfirmin2017.[#17]

Thenon‐HispanicwhitemalerepresentativeofanSBE‐andSWaM‐certifiedconsultingengineeringfirmnotedthatthenon‐HispanicwhitemalefounderemigratedfromNorthernIrelandafterworkingintheMiddleEast.Hisdegreewasinstructuralengineering.Thefirmthefounderworkedforwasstructuralengineeringandthefirmwasrequestedtoconductinspectionsbutdidnotwanttoprovidethoseservices.Thenon‐Hispanicwhitemalefounderstartedhisownfirmin1984,providingconstruction,testing,andinspectionservices.Theownerstartedwithjusthimselfthenhiredanotherperson.“Our[firm]wasthefirstfirminthemetroDCareaconcentratingonthispartofthebusiness.OurfootprintisnowPhiladelphia,Maryland,DC,NorthernVirginia,Richmond,andNorfolk.We’vebeenhere20yearsinHamptonRoads;wealsohaveofficesdownintheCarolinasandalongtheCentralGulfCoast.Over50percentofourtotalcompanyvolume,whichruns10or12milliondollarsayear,isrighthereRichmond,Norfolk,DC.”[#19]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmindicatedthatthefirmwasfoundedin1997byoneHispanicAmericanmaninVirginiaBeach,Virginia.Shealsoindicatedthataround2010theownerincorporatedajanitorialdivisionwhichwaslatersoldin2017.Afterthesaleofthejanitorialdivision,theownerwentbacktothecommercialrenovationbusinessonly.[#25]

Whenaskedhowthefirmwasformed,anon‐HispanicwhitemalerepresentativeofaWBE‐andSWaM‐certifiedmechanicalcontractingfirmexplainedthathehasbeendoingthistypeofworksince1973sohedecidedtostarthisownbusiness.In2010therewasachangeofownershipandhiswife,anon‐Hispanicwhitewoman,becametheownerofthefirm.Hefurtherindicatedthatthischangewasmadesothatthecompanycouldhaveaccesstocontracts.“Itwastosetupawoman‐ownedbusinessforgovernmentcontracts.”[#26]

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Whenaskedaboutthecircumstancesinwhichthecompanywasformed,anon‐Hispanicwhitemalerepresentativeofapubliclyheldmanufacturingequipmentfirmstated,“Thefirmwasfoundedbyonemanbackin1976duetoaneedforportablepumpingequipmentonarentalbasis.”[#29]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanyworkedforadoorcompanyandlikedwhathewasdoing.Hebelievedhecoulddothesame,sohelefthisjobandstartedhisowncompanyin2004doingthesamethingasthecompanyheworkedfor,providingconstructiondoors.[#30]

Whenaskedthecircumstancesinwhichthecompanywasformed,theBlackAmericanmaleownerofaplumbingcompanystated,"Iwasworkingforaplumbingcompanyanddecidedtoleavein2007tostartmyownplumbingcompany.Iwantedtheexperienceofbeingmyownemployer."[#31]

TheBlackAmericanmaleownerofanHVACcompanystartedinjuniorhighschoolwithabusinessfirst,thenwasalocksmith.Healwayswantedhisownbusiness.Beingalocksmithwasnotenoughtosucceedbecauseofnothavingenoughcustomerstosustainhisbusiness.Consequently,hetookclassesatTidewaterCommunityCollege(TCC)forHVACandcompletedclassestobeaJourneymanTradesman.AfterayearworkingatanHVACcompany,hereceivedhisMastersandgotajobsubbingforafewyears,thenwentoutonhisown.[#33]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanywenttoschoolandreceivedadegreeinblueprintandgraphicsthatputhimonthepathtostartinghiscompany.Heworkedforacompanyandmadeallofthegrowth[advancements]hecould,thendecidedtoleaveandbuildhisowncompanyin1990.[#38]

A few firm owners indicated that relationships among family members were instrumental in 

establishing their businesses. Forexample: 

Thenon‐HispanicwhitemaleownerofanSBE‐andSWaM‐certifiedengineeringfirmjustsoldabigengineeringcompanytothepublic.Hisbrotherleftanotherlargeengineeringfirm.Heandhisbrotherstartedthecompanydoingsimilarservices.“Wefelttherewasaneedinthemarketplaceforadifferenttypeofengineeringcompany.”[#16]

TheAsian‐PacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmworkedinamajorcorporation:alargefurnituremanufacturerinWashington,D.C.Herhusbandpassedaway,andsheleftthatexecutivepositionandmovedbacktoVirginiaBeach.Shehadsomeofheroldclientscallhertoprovideservicesforthem.Shedidn’thaveanyonetolandthecontractson.Shestartedherbusinessandstartedworkingwithheroldclients.[#20]

TheBlackAmericanmaleownerofaDBE‐,WBE‐,MBE‐,andSWaM‐certifiedconstructionfirmstated,"I'mamechanicalengineerbytrade.Iwasbuildingsubmarinesforabout16yearsatalocalshipyard,gotintoconstructiononmyown[ontheside].Atthetimethehousingmarketwascrazy;weweremakinggoodmoney.Isaidtomyself,well,doIwanttostayandbuildsubmarinesandmakesomebodyelsewealthyortryandmakemyselfwealthy?Mywifeismypartner;sheknowsthebusinessinandoutfrommarketingandsoforth,sowebecamecertifiedandthat'showwegotstarted."[#21]

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TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanywascuttinggrasssincehighschoolandlovedit.HebecameapartnerwithhisBlackAmericanmalebrotherin1987,thentookthebusinessoverbyhimself.HeservicesPortsmouth,NewportNews,Chesapeake,andVirginiaBeach.HestartedinSuffolkwithlargeapartmentcomplexesandanythingthatwouldgeneratemoney.[#23]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatthefirmwasfoundedin2012byherselfandherhusband.Shealsoreportedthatbothsheandherhusbandhaveconstructionindustrybackgrounds.“WhenmyhusbandandIdecidedthatweweregoingtogoaftersomegovernmentcontracts,wethoughtthatitwouldprobablybenefitourcompanytohavemeasthemajorityownersothatwecouldgoafterthesecontractsasawoman‐owned/minority‐ownedbusiness.Westartedoutasasoleproprietorandin2012wedecidedtomakeitaS‐Corporation.”[#34]

Whenaskedaboutthecircumstancesinwhichthecompanywasformed,theBlackAmericanmaleownerofaflooringcompanystatedhehadwatchedhisfatherrunhisflooringcompanyanddecidedtodothesameandhaveaflooringinstallationcompanyalso.HeoriginallyhadasoleproprietorshipbutneededtoseparatehispersonalfinancesfrombusinessfinancessohechangedthenameandbecameanLLC.[#37]

Other firm owners were going into retirement or leaving the military and wanted to open their 

own businesses. Forexample: 

TheBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmindicatedthatafterspending21yearsintheNavyandtimeasanelectronicsconsultantwithanHVACbackground,hedecidedheneededtobemorehands‐onandbeganhisowncompany.Hehadbeenlaidoffandspentayearseekingworkbeforedecidingtostarthisowncompany.[#4]

Thenon‐HispanicwhitefemaleownerofastaffingagencyrecalledthatthefirmstartedafterherhusbandretiredfromtheNavy.Shewasaformerdentalhygienist.Bothwerelookingforsomethingtodo,andtheydecidedtostartabusiness.TheystartedthefranchiseaftermeetingthefranchisorinTexasthroughastaffingagency.[#12]

Thenon‐Hispanicwhitemaleownerofaservicedisabledveteran‐owned(SDVO)andSWaM‐certifiedgeneralcontractingfirmsaidthat,afterbeingoutofthemilitaryfor15years,heworkedforacompany.Heeventuallyquitthatcompanyandstartedhisownbusinessin2010.[#22]

TheminorityfemaleownerofanMBE‐,WBE‐,SBE‐,andSWaM‐certifiedconstructionstaffingcompanystatedshefoundedthecompanyin2014asanLLCinNorfolk,Virginia,toprovidejobstoothers,especiallyveterans,intheconstructionfield.[#24]

Anon‐HispanicwhitemalerepresentativeofaWBE‐certifiedtruckingcompanyindicatedthatthefirmwasfoundedbyaDepartmentofTransportation(DOT)firefighterin2009.Heexplainedthatitwasfirststartedasasidebusinesstogivetheownersomethingtodoonhistimeoff.Hestated,“Itwentfromhim,twoemployees,andtwotruckstoalargerwarehouse,adozenvehicles,andtenemployees.”[#27]

TheBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanyfoundedhisbusinessin2012afterretiringfromthemilitary.Hestated,"IdecidedIwanted

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toworkoutsideaftermymilitaryduty.Iwantedtodostreetsweepingandoutsidecleaningofsidewalksandstreets."[#32]

Employment size of businesses. Mostofthefirmsthatthestudyteaminterviewedaresmallbusinessesthathavefull‐timeandpart‐timeemployees.

Manyfirmsthatthestudyteaminterviewedhadlessthan15full‐timeemployees.[Forexample,#5,#8,#21,#22,#30,#31,#32,#37,#39]

Somefirmsreportedhavingmorethan15full‐timeemployees[Forexample,#1,#4,#6,#25,#28,#29,#36,#38]

Afewintervieweesreportedthatthebusinessowneristheonlyemployeeofthecompany.[Forexample,#2,#24,#33]

Somefirmsreportedhavingfull‐timeandpart‐timeemployees[Forexample,#3,#23,#26,#27,#34,#35]

Sizes and locations of contracts businesses perform. IntervieweesdiscussedthesizesofcontractstheyperformandthelocationswheretheirfirmsbidonorperformcontractsintheVirginiaBeachareaandinotherstates.

Some business owners reported that their firms typically perform small contracts.Forexample:

Whenaskedwhatsizecontractsherfirmbidson,thenon‐HispanicwhitefemaleownerofaSWaM‐certifiedwoman‐ownedcivilengineeringfirmstated,“Beinganengineeringfirm,wedon’tbidoncontracts;theyarequalification‐based.Iwouldsay50percentofmyworkisprobablycontractsthatareunder$10,000.Another20to30percentareunder$50,000andtheremainingare$50,000‐$150,000.”[#3]

TheBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmindicatedthecontractshisfirmworksonarenothighdollarcontracts,frequentlymentioningprojectslessthan$5,000andashighas$20,000.MostlargejobsarenotHVACjobs.[#4]

Whenaskedhowfarawaythefirmtypicallyseeksorobtainsbusiness,themalerepresentativeofanon‐Hispanicwhite‐ownedlandscapematerialsfirmreported,“Fiftymilesisasfaraswewouldgo.Wereallydon’tdoprojects.Wesupplythematerialsandthat’sit.Thesizeoftheordersvaries.”[#6]

Whenaskedwhatsizeofcontractsorordersthefirmbidsorperformson,andhowfarawaythefirmtypicallyseeksorobtainsbusiness,thenon‐Hispanicwhitefemaleownerofapublicrelationsandmarketingfirmnotedthata$2500to$5000permonthretaineristhesizeofcontractsherbusinessnormallypursues.Theywillpickupsmallerprojectsthatareshort‐term.TheynormallyworkinHamptonRoads,ormaybeRichmond;theywanttobealocalfirm.[#15]

TheHispanicAmericanfemalerepresentativeofanewspapercompanynotedthattheydonotbidforcontracts.Theyseekadsintherangeof$30forclassifiedads,upto$1500forafull‐pagead,andwouldgoasfarasNorthCarolinaandRichmondforadvertisingrevenue.[#18]

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Anon‐HispanicwhitemalerepresentativeofaWBE‐andSWaM‐certifiedmechanicalcontractingfirmindicatedthatthefirmtypicallyseeksorobtainsbusinesswithintheTidewaterareaandtypicallybidsonaverage$10,000to$15,000,orless,oncontracts.[#26]

Whenaskedwhatsizesofcontractsorordershisfirmbidsonorperforms,theBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanynotedthathedoesservicecallsstartingat$100,withto$50,000anduponcontracts.ThecompanytravelsasfarasToano,VA;Elizabeth,NC;andthroughoutHamptonRoadsforcontracts.[#30]

TheBlackAmericanmaleownerofaplumbingcompanytravelsasfarasWilliamsburg,VAandthroughouttheHamptonRoadsareatoseekorobtainbusiness.Thecontractsandordersonwhichthefirmwillbidorperformcanbeworthupto$10,000.[#31]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmstatedthatthefirmcurrentlyhasnogovernmentcontracts.Sheexplainedthatthefirmistryingtostartthreedivisions.Thefirstdivisionisservicingrealestateagentsorsmallrepairswhichaverageabout$1,000.Theseconddivisionisresidentialremodelingwhichaveragesabout$20,000.Thethirddivisioniscommercialwhichaveragesabout$10,000.ThefirmtypicallyseeksorobtainsbusinessasfarawayasNewportNewsandSuffolk,VA.[#34]

Whenaskedthesizesofcontractsorordersthathisfirmbidsonorperforms,theBlackAmericanmaleownerofaflooringcompanynotedthathedoesnothaveaClassCcontractor’slicense,sohecanonlybidonjobs$1,000orlessinVirginia.ThefirmtypicallyseeksorobtainsbusinessasfarasNorthDakota;Detroit,MI;andanywherewithinthecontinentalU.S.[#37]

Mostintervieweesindicatedthattheircompaniesperformbothsmallandlargecontracts.Forexample:

Whenaskedhowfarawaythefirmtypicallyseeksorobtainsbusiness,theAsianAmericanmaleownerofaWBE‐andSWaM‐certifiedengineeringandtestingfirmreported,“WewentasfarasDelaware.”Thenon‐HispanicwhitefemaleownerofanAsianAmericanWBE‐andSWaM‐certifiedengineeringandtestingfirmstated,“We’recertifiedinMarylandandDelawareaswellasVirginia.Ourcontractsrangefrom$500tofourmillion.”[#5]

Whenaskedwhatsizecontractsthefirmbidson,theBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmreported,“Anywherefrom$10,000to$1million.”Hehasbeenfocusingmoreonfederalcontractssincehavinglittlesuccesswithlocalopportunities.[#7]

Whenaskedhowfarawaythefirmtypicallyseeksorobtainsbusinessandwhatsizecontractsthefirmbidsorperformson,afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmnoted,“Wetrytostayregional—mostlyHamptonRoads—andthesizeofcontractsvaries.”[#9]

Whenaskedhowfarawaythefirmtypicallyseeksorobtainsbusinessandwhatsizecontractsthefirmbidson,themalerepresentativeofanon‐Hispanicwhite‐owned

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environmentalremediationfirmstated,“Wehave27to28officesthroughoutthecountryandGuam.Thesizeofcontractsdependsonthetypeofjob:federal,commercial,ormunicipal."Hegavearangeof$20,000to$240million.Henotedthepercentagesofcontractsare65percentfederal;15to20percentcommercial;and15to20percentmunicipal.[#10]

Whenaskedwhatsizecontractsorordersthefirmbidsonandhowfarthefirmtypicallyseeksorobtainsbusiness,thenon‐HispanicwhitefemalerepresentativeofanMBE‐,DBE‐,SBE‐,andSWaM‐certifiedNativeAmerican‐ownedenvironmentalengineeringfirmnoted,“Itvaries.Theprivatesectorrangeisacouplethousanddollarsto40to50thousand.Inthegovernmentsector,wegouptoamillion.Wegoworldwide[toobtainbusiness].”[#11]

Whenaskedwhatsizecontractsthefirmperformsorbidsonandhowfarawaythefirmtypicallyseeksorobtainsbusiness,theHispanicAmericanfemaleownerofatranslationagencynoted,"Contractpursuitscouldrangefrom$2500andup.Italldependsonhavingtimeandthestafftofulfillthecontract.Icouldhandleajobanywhereinthestateiftheprojectdoesn’trequiremetobeonsiteandtranslationcanbecompletedviacomputer,andlocallyforinterpretationservicestheagencywillgoasfarasWilliamsburgandElizabethCity.”[#13]

Thenon‐HispanicwhitemalerepresentativeofanSBE‐andSWaM‐certifiedconsultingengineeringfirmnotedthefirmbidsoncontractsrangingfrom$1500to$3million.One‐thirdtoone‐quarteroftheirworkisinthefederalsector.ThosecontractsareinHawaii,Denver,Texas,Illinois,Wyoming,andsomeprojectsoverseasareintheMiddleEastorNearEast.[#19]

TheAsianPacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmnotedthefirmbidsoncontractsrangingfrom$10,000to$15,000upto$135million.Shewillgoanywheretoseekorobtainbusiness.Shehasworkedinall50statesandGuantanamoBay,Cuba.[#20]

Whenaskedwhatsizesofcontractsorordersthefirmbidsorperformsonandhowfarawaythefirmtypicallyseeksorobtainsbusiness,anon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaid,"Contractsrangebetween$200,000andupto$15million.WewillgofarnorthofRichmond,VAandsouthtoElizabethCity,NCandCharleston,SC."[#22]

Whenaskedwhatsizesofcontractsorordershisfirmbidsonorperformsandthelocationshisfirmseeksorobtainsbusiness,theBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanynotedthatcontractsandordersvaryannually.ThecompanywilltravelasfarasRichmond,VAforbusiness.[#23]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmindicated,"Thefirmbidsonanythingfromacouplethousandto$2millionandtypicallywilltravelasfarasWilliamsburg,Windsor,andFranklin,Virginia.Idon’tknowifwe’vedoneanythingsouthoftheborderinNorthCarolina.”[#25]

Whenaskedaboutthesizeofcontractsorordersthefirmbidsorperformsandhowfarawaythefirmtypicallyseeksorobtainsbusiness,anon‐HispanicwhitemalerepresentativeofaWBE‐certifiedtruckingcompanyindicated,"Wetypicallyseekorobtainbusiness

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withina600‐to700‐mileradius.DuetoDOTregulationswetrytostaywithinan11‐hourdrivetime(FL,GA,NC,SC,PA,etc.).We'renotinanyspecificcontractswithanycompany;it'susuallydoneonaper‐loadbasiscalculatedbymiles."[#27]

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmreportedthatthefirmtypicallyseeksorobtainsbusinessthroughouttheU.S.HeindicatedthatthefirmmainlyobtainsbusinessinVirginiaandNorthCarolina.Thefirmbidsoneverythingfrom$500upto$15million.[#28]

Whenaskedwhatsizesofcontractsorordersthefirmbidsonorperformsandhowfarawaythefirmtypicallyseeksorobtainsbusiness,anon‐Hispanicwhitemalerepresentativeofapublicly‐heldmanufacturingequipmentfirmreportedthatthereisnominimumormaximum.Hestated,“Differentjobswillvaryinsize.Theminimumisonedollar,themaxcouldbeuptoorinexcessofonemilliondollars.Wehave44locationsacrosstheU.S.”[#29]

Anon‐Hispanicwhitemalerepresentativeofanelectricaldistributioncompanystatedthatthefirmbidsorperformsoncontractsandordersfrom$10to$1million.ThefirmtypicallyseeksorobtainsbusinessfromElizabethCity,NCtoSuffolkandNewportNews,VA.[#35]

Anon‐Hispanicwhitemalerepresentativeofanelevatorcompanystatedthatthefirmbidsonorperformsonprojectsfrom$1000tomultiplemillionsofdollars.Thefirmtypicallyseeksorobtainsbusinessinternationally.[#36]

Whenaskedwhatsizesofcontractsorordersherfirmbidsorperformson,theBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanynotedthattheydonotdoalotofbidding.Privatesectorbusinessis95percentoftheirtotal.Theydid$1millionofbusinessin2010.ThefirmtypicallyseeksorobtainsbusinessasfarasWilliamsburg,VAanddownasfarasthenorthernpartofNorthCarolina.[#39]

A few interviewees reported that their companies typically perform large contracts. Forexample:

Thenon‐HispanicwhitemaleownerofanSBE‐andSWaM‐certifiedengineeringfirmnoted,“Wedon’thavemanyongoingcontracts.”TheyhaveonewiththeCityandonewiththeNavy.Thesizerangeofcontractsonwhichhisfirmwillbidorperformwasahalfamillionupto$1million.“Wewouldn’tgooutsideofVirginiatopursuebusiness,butwedoworkallovertheworld.WeworkmostlyforlargeA&Efirms;we’reaspecialtyengineeringcompanyandmostlargeA&Efirmsdon’thaveourspecialtyengineeringinhouse.Theydon’tuseitenough.So,theycallusforthesespecialprojects.”[#16]

Whenaskedwhatsizeofcontractsorordersthecompanyhasbidorperformedon,theBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanynotedthathishighestcontractjobwasa28,000sq.ft.buildinginGaffney,S.C.for$180,000.ThecompanytypicallytravelsthroughoutthecontinentalU.S.,toseekorobtainbusiness.[#38]

Effects of the local economy on businesses. Duringin‐depthinterviews,bothsmallandlargefirmsdiscussedwhethertheirfirmshadgrownordeclinedinresponsetolocalmarketconditionsandthereasonsforthismarketresponse.

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Many interviewees indicated increasing business opportunities and income growth for their 

companies.Forexample:

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,anAsianAmericanmaleownerofaWBE‐andSWaM‐certifiedengineeringandtestingfirmstated,“We’regrowingatabout20to25percentsincewestarted.”[#5]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,themalerepresentativeofanon‐Hispanicwhite‐ownedlandscapematerialsfirmstated,“Steady.It’ssloweddownandchangedwithabout10percentgrowth.Weaddedmoretothebusinessevents,likeweddings,about10yearsagotoaddtoour10percentgrowth.”[#6]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,theBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmstatedthatheisontargetwiththeyearshehasinthebusiness.Hereportedthatheisstartingtogetmorecontracts.[#7]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,themalerepresentativeofanon‐Hispanicwhite‐ownedenvironmentalremediationfirmstated,“Wehavehadphenomenalgrowthsince2004.Weattributethegrowthtostayingintheenvironmentalindustryinsteadofotherindustries.Wehaveamentor‐protégéjointventurewithaNativeAmericanwoman‐ownedsmallbusiness.Shewasan8Aandweworkedwithherfirmforthelastfouryears.Shegraduatedfrom8Aandtheyrenewedwithanotherwoman‐ownedSBEjointventureunderthenewSBArules.”[#10]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,theAsianPacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmnoted,“IthinkI’mintheverybeginningofmygrowth.It’sbeenthreeyears;stillearly.IwentfromsmallprojectswhereI’mprojectmanagingthebackendofjobs,butthenIranthisbigcontract.Iwasthesubcontractorastheprogrammanagerforthisbigorganization.I’mkindofclimbingthecurve.”[#20]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,theBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanynotedthathisrevenuesareintherangeof$800,000to$1,200,000peryear.Itisagoodmid‐sizedlandscapingcompanythatrecyclesclientsoften.Growthhasbeenverygood.[#23]

Whenaskedhowthefirmhasgrowncomparedtotheindustryaverage,anon‐HispanicwhitemalerepresentativeofaWBE‐certifiedtruckingcompanyexplainedthatthefirmisprettyaverage.Hesaid,“ForthecoupleofyearsthatI’vebeenherewehavegained.Ouryearlyrevenuehasgoneup.We’vecontinuedtogrowbusiness‐wise.Asamatterofafact,wearelookingfortwomoreemployees.”[#27]

Whenaskedtodescribethegrowthofhisfirm,theHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmsaid,“Weareconstantlylookingfornewopportunities.We’retryingtocompeteinachallengingenvironment.Wearefightingforresources,butourgoalistocontinuetogrowandexpand

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yearoveryearandwe’veaccomplishedthatoverthepastfivetosixyearssuccessfully.”[#28]

TheBlackAmericanmaleownerofanHVACcompanynoted,“IwentbacktoschooltotakebusinesscoursessoIcouldgrowmybusiness.Irealizethatthingslikeeducationcanholdyoubackifyoudonotknowwhattodo;educationisimportant.Buildinggoodcreditiskeytogrowth;distributorsdonotreporttoD&Bwhereyoucanestablishagoodcredithistory.Nothavingthatfromdistributorsdoesnothelpmebuildmycreditandultimatelythesuccessofmybusiness.”[#33]

Most interviewees indicated that their firms had not grown or had become smaller. Forexample:

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmreplied,“Ithinktheyhavemaintainedthesamenumberofemployees,offandon,mostlythroughoutthe33years.”[#9]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,thenon‐HispanicwhitefemalerepresentativeofanMBE‐,DBE‐,SBE‐,andSWaM‐certifiedNativeAmerican‐ownedenvironmentalengineeringfirmnoted,“Wewanttostaysmall.Nomorethan25to30employees.Theownerswanttohaveexistingstafffocusongettingtheircertificationsandgettingpromoted.Weknowwhatwedo,wedoitwell,sowejustkindofsticktothat.”[#11]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,thenon‐HispanicwhitefemaleownerofastaffingagencynotedtheyboughtaVirginiaBeachfranchiseofficeinaseamlessprocess.“We’vebeenbig,we’vebeensmall,rightnowwe’remanageable.Comparedtotheindustryrightnow,we’rejustoneinthepack.”[#12]

Whenaskedhowthegrowthordeclineoftheagencycomparestotheaveragefortheindustry,theHispanicAmericanfemaleownerofatranslationagencynoted,“Thereismuchgrowthinthearea.There’salotofworkaround.Youjusthavetobepersistent,connectwiththerightcontractorsothatyoucanstillbeindependent.IthinkI’minthemiddleofthepackrightnow.”[#13]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,thenon‐Hispanicwhitefemaleownerofapublicrelationsandmarketingfirmnoted,“We’restable.Somethingshavebeenverylong‐term,somethingscomeandgo,someprojectscomebackyearafteryear.”[#15]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,thenon‐HispanicwhitemaleownerofanSBE‐andSWaM‐certifiedengineeringfirmnoted,“We’renotgrowingsignificantly.Wehaven’ttriedtogrowthiscompanywithmorethansevenpeople.Tenpeoplewasthemaxwehadbefore;there’sonlyalimitedamountofbusinesswecandowith10people.So,wehaven’tmadeaninvestmentinhiringpeopletotrytogrowincapacity.”[#16]

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Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,theHispanicAmericanfemalerepresentativeofanewspapernoted,“Ithinkthatwe’vesortofhitthetopandwe’resortofonthedownunlesswedothingsthataregoingtochange.”Theyhavegrownthepaperfromeightpagesto20pagesandfromonceamonthtotwiceamonth.Shementionedthattheyhavemademanycontactsandsharedalotofinformationinthecommunity.[#18]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,theBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanynoted,“Growthisslowbutincreasing.Itishardtofindemployeesthataredependableandskilled.”[#30]

Whenaskedhowthegrowthofthefirmhascomparedtotheaveragefortheindustry,theBlackAmericanmaleownerofaplumbingcompanynotedthathisrevenuesarebelowthestandard.[#31]

Other business owners commented on the growth or decline of their firms compared to the 

average for their industry. Whenthestudyteamaskedintervieweeshowthegrowthordeclineoftheirfirmscomparedtotheaveragefortheindustry,businessownerssharedthesecomments:

Whenaskedhowthegrowthofthefirmcomparestotheaveragefortheindustry,theBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmstated,“Growthisgradual.”[#4]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,theBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedarchitecturalfirmstated,“I’mdefinitelynotaheadofthecurve.Whenotherfirmsgetsomuchwork,wegetthecrumbs.We’reinthegrowthmodewhenitcomestotheprivatesector.Wearecurrentlybelowtheindustryaverage.Afirmofmymagnitudeshouldbeatleastsomewherebetweenhalfamilliontothreequartersofamillionannually.We’relikeone‐thirdofthat.”[#8]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,thenon‐HispanicwhitemalerepresentativeofanSBE‐andSWaM‐certifiedconsultingengineeringfirmnoted,“We’vebeeninthemiddleofthepackuntilthelastfewyears.We’reaheadoftheindustry.We’vehadgoodyears.Wemadeapurchaselastyearthatstrengthenedourservicelines.”[#19]

Whenaskedhowthefirmhasgrowncomparedtotheindustryaverage,anAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmexplainedthatthereissuchalargegapbetweenthebigcompaniesandthesmallercompanies.Shesaid,“Ithinkourgrowthisverygoodcomparedtoyouraveragesmallbusiness.WhenIsaysmallbusiness,Iknowsomeofthesebigfirmsarestillconsideredsmallbusinessintermsofwhattheyclassifyassmallbusiness.Lastyearwewerejustshortofhittingamilliondollarsinprofits.ThisyearI’mhopingwe’llhitthatandgoover.”[#34]

Whenaskedhowthefirmhasgrowncomparedtotheindustryaverage,anon‐Hispanicwhitemalerepresentativeofanelectricaldistributioncompanystated,“Thefirmisaheadoftheindustryaverage.”[#35]

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Whenaskedhowthefirmhasgrowncomparedtotheindustryaverage,anon‐Hispanicwhitemalerepresentativeofanelevatorcompanystated,“Wearesecondamongstthetopfour.”[#36]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanynoted,“Growthisaveragebecauseofthecompetitionthatsurroundsthearea.Itcouldbebetter.”[#38]

Whenaskedhowthegrowthordeclineofthefirmcomparestotheaveragefortheindustry,theBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanynoted,“Icannotdoanaveragebecauseofdiscriminationagainstwomenintheindustry.”[#39]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,arepresentativefromaprintandsignshopstated,“Thelocaleconomyhasmadeittough.Whenthebottomfelloutintheconstructionindustrywefeltitbecausewedoalotofsignagepertainingtothat,andwedoallofthecopyingforthem.”[AS#28]

Current marketplace conditions. Manyintervieweesdescribedcurrentmarketplaceconditionsandhowtheseconditionsdifferintheprivateandpublicsectors.Intervieweesalsodescribedchangestheyhadseeninmarketplaceconditionsovertime.

Many interviewees indicated that current marketplace conditions are good. Examplesofthosecommentsincludedthefollowing:

Whenaskedaboutwhatchangesinthemarketplaceconditionsthefirmhasseen,afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmnoted,“It’spickedupbigtime.”[#9]

Whenaskedaboutwhatchangesinthemarketplaceconditionsthefirmhasseen,amalerepresentativeofanon‐Hispanicwhite‐ownedenvironmentalremediationfirmrepliedthathisfirmseesthisareaasonefortheirfirm’sgrowth.Theyplantohavemoreofapresenceinthelocalarea.Theconditionsarethesameinthepublicandprivatesectorsforthem.[#10]

Thenon‐Hispanicwhitefemaleownerofastaffingagencynoted,“MarketplaceconditionsareprettyrobustforseniorITpositionsbecausethatskillsetisinhugedemand.There’sashortageofpeopletofillthedemandforseniorIT,whichisthechangeinmarketconditions.Wehavetogooutsideofthestatetoenticepeopletorelocatetothisareatotakethesepositions.”[#12]

Thenon‐Hispanicwhitefemaleownerofacomputersupportfirmnoted,"Themarketplaceconditionisrightformybusiness.Theeconomyhaschangedintheprivatesectorforthebetter.Parentshavemoremoneytospend."[#14]

AHispanicAmericanfemalerepresentativeofanewspapercompanynotedthemarketisgoodforthoselookingtohire.“AlotofHispanicshaveleftthearea,someforjobs.Ithinkofitasimmigrationtoo.Theopportunitiesarebetteronthepublicside;Iwouldliketopursuethatalotmore.”[#18]

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Anon‐HispanicwhitemalerepresentativeofanSBE‐andSWaM‐certifiedconsultingengineeringfirmnotedthemarketisgood.Heexpressed,“Wedoalotofworkdownhere,onboththegovernmentsideandprivateside.”Henotedthefactorsinthelocalmarketplaceinclude,“Economicdevelopmentdownhere.Therearemarketsthathavedrivers.TidewaterorCoastalVirginiahasthemilitary.Ofcourse,militaryconstructionhasbeendownsincesequestration.Andit’sbeendownsofarunderthisCongressthoughthereisthemilitaryfundingbill,butwehaven’tseenthatfundingtranslateintomilitaryconstruction.We’rehopefulsincesequestration;allofthesefacilityneedsthatthemilitaryhashavenotgottenbetter.It’snotonlyrenovationandrepairthat’sbeingdeferred,butit’snewconstructiontomeetincreasingdemands,alotofprojectsontheshelf.”[#19]

Anon‐Hispanicwhitemalerepresentativeofapublicly‐heldmanufacturingequipmentfirmindicated,“Themarketconditionsarecompetitiveinthelocalarea.”[#29]

Whenaskedtodescribethecurrentmarketplaceconditionsinthelocalarea,anon‐Hispanicwhitemalerepresentativeofanelectricaldistributioncompanystatedthatconditionsareexcellent.[#35]

Whenaskedaboutchangesinmarketplaceconditions,anon‐Hispanicwhitemalerepresentativeofanelevatorcompanystated,“Theonlythingisthatpriceisamuchmoredrivenfactor.Marketplaceconditionsareverycompetitive.”[#36]

Some interviewees indicated that changes in marketplace conditions affected minorities or 

their companies. Forexample:

Whenaskedtodescribethecurrentmarketplaceconditionsinthelocalarea,aBlackAmericanmaleownerofanMBE‐,VBE‐,andSWaM‐certifiedmedicalservicesfirmreported,“[Iam]concernedaboutthehealthcare/insuranceissue.Iamwaitingtoseehowitshakesout.Insurancewantspatientstopaymoreofthecost.Smallbusinessownersaregettingleftoutwhodon’thaveenoughemployeestogetongroupplans.”[#1]

Whenaskedwhatchangesinmarketplaceconditionshasheseen,theBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmindicated,“Overtheyears,governmentworkhasbecomeless.”[#4]

Whenaskedaboutchangesinthemarketplaceconditionsthefirmhasseen,theBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmreportedthattheconditionshaveflattenedoutsome.Structuralengineershavecombinedtheirskillsettobenamedthespecialinspector.Thischangehastakenthethird‐partyinspectionfromhisindustry.[#7]

Thenon‐Hispanicwhitefemaleownerofapublicrelationsandmarketingfirmnoted,"Marketplaceconditionsmakeitharderwiththemediatogetstoriescovered.It’shardertogetweekendcoverage.Therearemoreonlineopportunities.Therearemorenewscaststoday,andtheyhavetofillmorecontent.So,you’relikelytogetyourstorytoaironmultiplebroadcasts,sothat’sagoodthing.So,wehavetriedtobemorecreativeovertheyears.Wetrytocomeupideasthatwillgenerateattention.Therearepositivesandnegativestothecurrentmarketplace.”[#15]

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Thenon‐HispanicwhitemaleownerofanSBE‐andSWaM‐certifiedengineeringfirmnotedhisbusinessdoesnotchangebymarketconditionsbutbyregulations.“Whenthingsarebuilt,certainregulationshavetobefollowed,sothat’showalotofourbusinessworksout.”[#16]

Whenaskedtodescribethecurrentmarketplaceconditionsinthelocalarea,theBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysaysthatprocessesneedtobeupdatedinthisareainordertohavelesspaperwork,consumelesstimedoingpaperwork,andstreamlinetheprocesses.[#23]

Whenaskedtodescribethecurrentmarketplaceconditionsinthelocalarea,anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstated,“Thereseemstobealargeselectiontochoosefromcurrently.We’vebeenextremelybusyforoverayearnon‐stopandhonestly,Idon’tseeanendinsight.Themarketplaceisveryactiverightnow.”[#25]

Whenaskedwhatchangesinmarketplaceconditionsshehasseen,anAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmstated,“Thereisreallyalotofemphasisintargetednetworking.Ihearitfromalotofprocurementdirectorsandmanagers,thatifyouputyourselfinfrontofthebuyersthenthey’remorelikelytothinkofyouwhenajobiscomingup.”[#34]

Whenaskedaboutchangesinmarketplaceconditions,theBlackAmericanmaleownerofaflooringcompanynotedthatthepriceforinstallationhasgonedownwhileeverythingelseisup,forexamplegasandmaterials.[#37]

Whenaskedtodescribethecurrentmarketplaceconditionsinthelocalarea,theBlackAmericanfemaleowneranSBE‐certifiedconcretecompanysaid,“Itseemslikewhenitcomestominorities,everythingisgiventothewhites,andnowLatinosareworkingforalittlebitofmoney.ThismakesithardonBlackAmericanfirms.”[#39]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofacateringserviceexpressed,“Wehaveafoodtruck,andtheregulationsarestrictandhurtsourbusiness.”[AS#2]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,thesalesmanagerforanautomobiledealershipexpressed,“Ruleschangedandmadeitharderonthelocationofmybusiness.”[AS#3]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofacateringservicenoted,“StartingthebusinessinVirginiahasbeenalittledifficult.”[AS#5]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,thepresidentofalocksmithshopexpressed,“Wehavehadtroubleduetobuildingandfirecodesrelatedtothetypeofworkwedo.”[AS#6]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofanautomobiledealershipexpressed,“Wehavehaddifficultieswithexpanding.Thecityhastoomanyrulesandregulations.”[AS#7]

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WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofacateringcompanynoted,“VirginiaBeachisverydifficulttostartabusinessinandcomplywiththeunknownregulations.”[AS#10]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,thegeneralmanagerofasecurityguardservicescompanyexpressed,“Abusinessthatisnotminority‐ownedorwoman‐ownedisnon‐competitive.AlargecompanydoesnotdowellinVirginiaBeach.”[AS#11]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofanoutdoorlawncareandemploymentagencystated,“There’ssomanylawsthatIneedtoknowofthatIalmostneedtohiresomebodyfull‐timejusttomanagethat.Allofthelittlerulesandregulationsandaspeciallicensejusttoputdowngrassseed,whenJoeHomeownercanputdownwhatevergrassseedhewants.Anotherthingisitiscoveredunderpesticide[that]ifIwantputanythingdownIhavetohavealicense.Icanunderstandthat,butthelicensingprocessisajoke.Theydonothingtoproperlyteachpeopleonwhatchemicalsyouuse,andIcandoitillegallyforayear,whichIcanthenuseasmyexperiencetohaveajob.Imeanthat’scoolonthatsideofthings.”[AS#16]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofaconstructionmaterialsagencyexpressed,“Theydon’tawardcontractstonon‐minoritiesveryoften,makingithardforanormalwhitepersoninthecountry.”AS#34

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,arepresentativeofageotechnicalengineeringfirmstated,“WehadtroubleworkingwiththeCityofVirginiaBeach;theyseemtoworkwithlargercompaniesratherthansmallerones.”[AS#39]

TheBlackAmericanmaleownerofanMBE‐certifiedrealestatedevelopmentfirmstated,“InareaswherethereisarealopportunitytoinvitequalifiedminoritybusinesstooccupyspaceintheCity’seconomicpowerstructure,VirginiaBeacheffectivelyclosesitsdoors.Ifmy11‐yeareffortasaprominentBlackAmericanbusinessmanwithaccesstopowerhasbeendifficult,forothersthechallengewillremainanimpossibility.Bytheverymandateofitsdiversecitizens,theCityofVirginiaBeachmustbetakentotaskandmadeaccountableforitsperpetuationofstructuralandinstitutionalbias.”[WT#2]

ThemaleownerofanSBE‐certifiedhospitalitycompanystated,“Publicdistrustofcityleadership.Transparencyofthedealscouldrevivepublictrust.LackofpublictrustgivesCouncilanexcusetodenyprojectsthatcanbegoodforthecommunity.Ultimatelyauditsandvotinginnewleadershipistheonlywaytogetoutofthismess.Thankfully,italreadystartedwiththemayorleaving.”[WT#3]

Theownerofadentalpracticestated,“IamconcernedaboutaccountabilityandthattheCityofVirginiaBeachpolicymakerstreatpeopleofcolorappropriatelyasundertheguidelinesofwhatwasimportantforrelocationissues.Wedidnothaveapositiveexperience,IjustwanttobeproactiveandsuggestthattheCitywritepoliciesforsmallbusinessownerslikeourselves.”[MOC#1]

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Business owners’ experiences pursuing public and private sector work. Intervieweesdiscusseddifferencesbetweenpublicandprivatesectorwork.

A majority of the interviewees indicated that their firms conduct both public sector and private 

sector work. [Forexample,#1,#2,#3,#4,#6,#7,#8,#11,#12,#15,#16,#18,#19,#20,#23,#24,#25,#26,#27,#28,#29,#30,#32,#34,#35,#36,#38]

Some interviewees reported that all of their work is conducted in the private sector. [Forexample,#17,#37,#39]

Someintervieweesreportedthatalloftheirworkisconductedinthepublicsector.[Forexample,#22,#31]

Many owners and managers reported that they preferred private sector work over public 

sector work. Somecommentersindicatedthatprivatesectorcontractswereeasiertoperform,moreprofitable,andmorestraightforwardthanpublicsectorcontracts.Examplesofthesecommentsinclude:

Afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmnoted,“It’seasiertogetmorebusinessontheprivatesidebecauseoftherelationshipsandalotofrespectforthefirm.Ourpresidenthasbeenaroundalongtimeandisverywellrespected.”Shenotedprofitmarginsarebetterintheprivatesector.[#9]

Thenon‐HispanicwhitefemalerepresentativeofanMBE‐,DBE‐,SBE‐,andSWaM‐certifiedNativeAmerican‐ownedenvironmentalengineeringfirmnotedtheirpublicprofitmarginisbetterwiththegovernment.“We’reabletonegotiatealittlebitmorewiththegovernment.Governmenthasrigorouscertificationsbeforeyoucanbid.Theprivatefirmsareallaboutthebottomline.Theydon’thavetoputoutanRFP.Theydon’thavetoqualifyyou.Themoneyisbasicallywhatmakestheirdecision.Theyareverymoney‐driven.Wecangetprivatejobsfaster,versusgovernmentwhichcantakemonths.”[#11]

Thenon‐Hispanicwhitefemaleownerofacomputersupportfirmnoted,“Thereisalotofredtapeinthepublicschools.Theprivateschoolswereeasy;Igettotalktothedirectordirectly.Withthepublicschools,Ihavetobeinsomesystem.Itbecameoverwhelmingtome.Thepublicschoolsusuallydidn’thavethefundingformytypeofservice."[#14]

Several interviewees described differences in profitability between the private and public 

sectors. Examplesofthosecommentsincludethefollowing:

TheBlackAmericanmaleownerofamechanicalcontractingfirmindicatedoftentimesthepublicsectorwilllimithispotentialforprofitability.Hehasworkedhardforyearstogetgoodpricingforparts,andhisexperienceisthatthepublicsectorwouldnotallowpricemarkupsonparts,requiringacopyofpartsinvoices.So,tocoveroverhead,hemustrelyonlaborchargesandsometimesthenumbersdon’taddup.Headded“Thethingtheysayis‘Playthegame’.Idon’tbelieveinplayingthegamewiththegovernment.That’llgetyouintroublereallyquick.”[#4]

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TheAsianAmericanmaleownerandthenon‐HispanicwhitefemaleownerofaWBE‐andSWaM‐certifiedengineeringandtestingfirmbothnotedthatitisproject‐specificbutthatpublicsectorprofitabilityismoreconsistent.[#5]

Whenaskedwhetherprofitabilitydiffersbetweentheprivateandpublicsectors,amalerepresentativeofanon‐Hispanicwhite‐ownedlandscapematerialsfirmnoted,“Wehaveonlybeenableto[competeon]thematerialssideofthebusiness,nottheequipmentside.Wecompeteagainstthelargerequipmentmanufacturersinthearea.Thelargerfirmscanjustgiveitaway.”[#6]

Whenaskedwhetherprofitabilitydiffersbetweentheprivateandpublicsectors,theBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmnoted,“Yes,thepublicsectorisbetterforDBEsbecauseoftherequirementsincontracts.”[#7]

TheHispanicAmericanfemaleownerofatranslationagencynoted,“Thepublicsectoringeneral,ifyouknowwheretogo,it’saprocess.Yougottolearnhowtogothroughandunderstand.Justkeepgoingthroughtheprocessuntilyoulearnhowgovernmentcontractingworks.Profitmarginisbetterinthepublicsector.Theprivatesectorisaboutrelationships.Theprivatesectorisalittletighterwithfunds.Iftheydon’tlikeyourprice,they’llwalkaway.”[#13]

Thenon‐Hispanicwhitefemaleownerofapublicrelationsandmarketingfirmnoted,“It’shardertogetthegovernmentwork.It’soften[a]morelabor‐intensiveprocess.RFPsaregoingtobevery,veryspecific.Whenyou’resubmittingproposalstotheprivatesector,there’snoformat.Withtheprivatesector,especiallywhentheycometous,it’samatterof‘Doesthismeetyourbudget?’”[#15]

Thenon‐HispanicwhitemaleownerofanSBE‐andSWaM‐certifiedengineeringfirmnoted,“Withthepublicsectorthere’sjustabiggerlearningcurveinteractingwiththecustomers,becauseinalotofcasestherearelotsofdifferentcustomers.Withthedifferentdepartments,differentpersonhere,differentpersonthere,that’salittlebitofachallengeinthebeginningstages.Theprivatesectoriseasierbecauseyouarejustdealingwithonepointofcontact.Idon’tthinktheprofitmarginsaresignificantlydifferentbetweenthetwo.”[#16]

Whenaskedaboutanyprofitabilitydifferencesbetweenworkinginthepublicsectorversustheprivatesector,theHispanicAmericanfemalerepresentativeofanewspapernoted,“Ithinkthepublicisaloteasier.Onceyougetin,iftheyadvertise,it’salotmorestraightforward.Theydon’thavetobidfortheadvertising.Thepublicsectorsimplybuystheadsoutright.Theprofitmarginisbetterwiththepublicsectorbecausethere’slessgoingbackandforth.Theprivatesectorismainlycomprisedofsmallbusinesses,andthere’smorechurningofrevenueinthatsector.[#18]

TheAsianPacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmstatedthatinthepublicsector,thegovernmentdoesnotwanttohavearelationship.Itismostlyperformance‐basedandstrictlybytherules.Thereisnogiveinthecontracts.Theprofitmarginsareless,andtheymustcompeteforthebusiness.Intheprivatesector,thereismoregiveinthecontracts.Theycanmaketheirowndecisions.Onceyougetintotheprivatesectororcorporation,itiseasiertogetthework.Theywillnotcompetefortheworklikeinthepublicsector.Onceyoubuildtherelationshipinthe

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corporateworld,youcanmakealittlemoremoney.Thatisnotthecaseinthegovernmentsector.[#20]

Whenaskedifprofitabilitydiffersbetweentheprivateandpublicsectors,theBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysays,“Itdoesdiffermarkedly.Publicsectorsarelowbiddersanddoallinsidecontractwork.Privatesectorpaysmoremoneywitheasierchangeorderswhenneeded.Itismostoftendifficulttogetchangeordersapprovedingovernmentsector.”[#23]

Whenaskedifprofitabilitydiffersbetweentheprivateandpublicsectors,theminorityfemaleownerofanMBE‐,WBE‐,SBE‐,andSWaM‐certifiedconstructionstaffingcompanyexpressed,“Itdoesdiffermarkedly.Publicsectordependsonthedollaramountwonandthebudgetneeds.Privatesectorpaysmoreofapercentagebutusuallyisdollarcapped.”[#24]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatprofitabilitymaybeslightlyhigherinprivatesectorwork.[#25]

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmstatedthatprofitabilitybetweenthepublicandprivatesectorsdiffers.Hesaid,“Yes,theprivatesectorworkisalotmoreefficient,andthereisalotlessredtapeyouhavetogothrough.Youcanseeahigherprofitabilityinmostcases.”[#28]

Whenaskedifprofitabilitydiffersbetweentheprivateandpublicsectors,theBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Itdoesdiffer.Thepublicsectorhasmoremoneytospendthantheprivatesector.WehavetofollowOSHArulesandguidelines.Theprivatesectorhasmoreprofitbutthereismoretotackleduetosafetyguidelines.”[#30]

Whenaskedifprofitabilitydiffersbetweentheprivateandpublicsectors,anon‐Hispanicwhitemalerepresentativeofanelevatorcompanyindicatedthatitdoes;thegovernmenthasastandingrate.[#36]

Whenaskedifprofitabilitydiffersbetweentheprivateandpublicsectors,theBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanystated,“Definitely,thereisadifference.Inthepublicsectoryoucanchargewhatyouwant.Thepriceislockedinforthegeneralcontractor.”[#39]

C. Working as a Prime Contractor or Subcontractor 

Businessownersandmanagersdiscussed:

Mixofprimecontractandsubcontractwork;

Primecontractors’decisionstosubcontractwork;

Preferencestodobusinessasaprimecontractor;and

Subcontractors’methodsforobtainingworkfromprimecontractors.

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Mix of prime contract and subcontract work. Mostfirmsthatthestudyteaminterviewedreportedthattheyworkasbothprimecontractorsandassubcontractors.Theyalsodescribedhowtheyobtainworkandreasonstheypreferredprivatesectorworkoverpublicsectorwork.

Thestudyteaminterviewedafewfirmsthatprimarilyworkassubcontractorsbutonoccasionalsoworkasprimecontractors.[Forexample,#3,#7,#12,#13,#19,#20,#22,#24,#27,#32,#39]

Otherfirmsreportedthattheyusuallyworkasprimecontractorsbutwillalsoserveassubcontractors.[Forexample,#1,#4,#5,#11,#23,#25,#26,#30,#37]

Afewfirmsreportedthattheyalwaysworkasprimecontractors.[Forexample,#8,#9,#28,#31,#33,#34,#36]

Prime contractors’ decisions to subcontract work. Thestudyteamaskedbusinessownerswhetherandhowtheysubcontractoutworkwhentheyaretheprimecontractor.

One prime contractor expressed that they usually perform all of the work or rarely subcontract 

work. Forexample,aBlackAmericanmaleowneroftheminority‐ownedcommercialrealestatedevelopmentfirmdoesnotusesubcontractorsduetothenatureofhisbusiness.[#2]

Interviewees from companies that use subcontractors indicated that they use firms with which 

they have an existing relationship.Bothmajority‐ownedfirmsandminority‐andwoman‐ownedbusinessesthatusesubcontractorsmadesuchcomments.

Whenaskedhowsheselectssubcontractors,anon‐HispanicwhitefemaleownerofaSWaM‐certifiedwoman‐ownedcivilengineeringfirmnoted,“UsuallyIlookattheDBEwebsitebasedonthecriteria,thenIgobypastperformanceorrelationships.”[#3]

Whenaskedhowtheyselectsub‐contractors,afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmreported,“It’swhowelikedealingwith.It’spersonalpreference.”[#9]

Whenaskedifthereweresubcontractorswithwhomthefirmhasestablishedrelationshipsandpreferstowork,anon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaid,“Yes.”[#22]

TheminorityfemaleownerofanMBE‐,WBE‐,SBE‐,andSWaM‐certifiedconstructionstaffingcompanyexpressed,“TherearesubsthatIhaveestablishedrelationshipswithandwilluseallofthetimewhentheyareavailable.”[#24]

Whenaskedhowthefirmselectssubcontractors,anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmexplainedthatthefirmhasestablishedrelationshipswithsubcontractors.Shealsoreportedthatselectioniscontingentuponavailability,location,andskill.[#25]

A few of the interviewees expressed they rarely solicit or do not solicit MBE/WBE/DBE/SBE 

subcontractors for bids or quotes because of established business relationships or a variety of 

other reasons. Examplesofthesecommentsinclude:

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WhenaskedifthefirmsolicitsMBE/WBE/DBE/SBEsubcontractorsforbidsandquotes,aBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedarchitecturalfirmnoted,“Ihaven’tgottentothepointwhereIneedthem.”[#8]

WhenaskedifthefirmsolicitsMBE/WBE/DBE/SBEsubcontractorsforbidsandquotes,afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmrespondedno.[#9]

TheBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanysaysherarelysolicitsMBE/WBE/SWaM/DBE/SBEsubcontractorsforbids.[#32]

A few of the interviewees discussed a variety of reasons that there are subcontractors they 

will not work with. Forexample:

Whenaskediftherearesubcontractorshewouldnotworkwith,theBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmreplied,“Yes,becauseofthequalityoftheworkandcontractualconfusionabouttheirroleontheproject.”[#7]

TheBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedarchitecturalfirmstatedthattherearesubcontractorshewon’tworkwithbecausetheyinsistongettingaportionoftheirfeeupfrontandhedoesn’thavethatkindofcashflow.[#8]

Preferences to do business as a prime contractor.Afewintervieweessaidthattheircompaniesmostlyworkasprimecontractorsandprefertodoso.Examplesofthosecommentsincludethefollowing:

Whenaskedwhythefirmpreferstodoworkasaprimecontractor,theBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmindicated,“IamreluctanttopartnerwithotherfirmsunlessIreallyknowthepeople.Ithinkthereisalotofliabilitywiththat.”[#4]

Whenaskedwhythefirmtypicallyservesasaprimecontractor,anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmreportedthatthecompanyisageneralcontractorwithanestablishedclientbaseandthefirmrarelyhastheneedtobidasasubcontractor.Shedidindicatethatthefirmisonafewlistsasasubcontractorbuthaveonlyservedinthatcapacityonetimeinthepasttwoyears.[#25]

Whenaskedwhythefirmpreferstodoworkasaprimecontractor,theBlackAmericanmaleownerofaplumbingcompanystated,"Weareprimesduetothelackofemployees,andImostlydealwithhomeowners."[#31]

Whenaskedwhyhepreferstodoprimecontractingwork,theBlackAmericanmaleownerofanHVACcompanynotedthathedoesnothavetodosubcontractinganymore.[#33]

Whenaskedwhythefirmtypicallyservesasaprimecontractor,theAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatitgivesthefirmmorecontrolovertheproject.[#34]

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Whenaskedwhythefirmprimarilyservesasaprimecontractor,anon‐Hispanicwhitemalerepresentativeofanelevatorcompanystated,“Wearekindofourownseparateentity;therereallyisn’tanyonetosubcontract[to].”[#36]

Subcontractors’ methods for obtaining work from prime contractors. Intervieweeswhoworkedassubcontractorshadvaryingmethodsofmarketingtoandobtainingworkfromprimecontractors.Someintervieweessaidthatthereareprimestheywouldnotworkwithforavarietyofreasons.

Many business owners and managers rely on existing relationships and word‐of‐mouth to 

obtain work from prime contractors.Examplesofthosecommentsinclude:

Whenaskedhowtheyobtainprojectsasasubcontractor,themalerepresentativeofanon‐Hispanicwhite‐ownedenvironmentalremediationfirmmentionedtheyknowthelocalfirmswellandwillcallthem.Thoserelationshipsarecultivatedthroughnetworking.Theymaybeabletoutilizetheirjointventurearrangementwithawoman‐ownedsmallbusinesstohelpthemmeettheirSBEandWBEgoals.[#10]

TheHispanicAmericanfemaleownerofatranslationagencynotedsheobtainsworkasasubcontractorthroughpreviousprofessionalrelationships.Shestated,“Iknowsomebodythatknowsme,andtheyhaveaprojectcomingupandthey’llapproachme.It’sthesameforboththeprivateandpublicsectors.”[#13]

Whenaskedhowthefirmmarketstoprimes,thenon‐HispanicwhitemaleownerofanSBE‐andSWaM‐certifiedengineeringfirmnotedhemarketshisfirmtoprimes.“Westayintouchwiththem;Icallthem.Weworkforthem,andIvisitthem.”[#16]

TheAsianPacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmnotedshemarketstoprimes.Withherlongevityinthebusinessworld,sheknowswhichprimestogotoforworkthroughhernetwork.[#20]

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanygetsonprojectsbyword‐of‐mouth,jobboards,andbymovingsuperintendentswhogofromonejobtoanother.[#23]

Whenaskedhowhisfirmgetsonprojectsasasubcontractor,anon‐HispanicwhitemalerepresentativeofaWBE‐certifiedtruckingcompanyreportedthathisfirmgetsonprojectsduetoword‐of‐mouthandreputation.[#27]

Whenaskedhowthecompanygetsonprojectsasasubcontractor,theBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Wegetonprojectsbyword‐of‐mouth,primecontractorsrequest,emailsforbids,andrelationshipswithothercontractors.”[#30]

Some business owners said they solicit to prime contractors to obtain work. Forexample:

Whenaskedhowhemarketshisfirmtoprimes,theBlackAmericanmaleownerofanMBE‐,VBE‐,andSWaM‐certifiedmedicalservicesfirmnoted,“Togetonprojectsasasub[wemake]phonecalls,attendmeetings,reachouttowinningcontractor,andmatchmakingeventspriortobidcomingout.”[#1]

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Whenaskedhowthefirmgetsworkfromprimecontractors,thenon‐HispanicwhitemalerepresentativeofanSBE‐andSWaM‐certifiedconsultingengineeringfirmnotedthattheygetonprojectsasasubcontractorbyworkingdirectlywiththeownerorforthecontractor.Theygetsalesleadsandotherleadresources.Theprojectsarealldoneinbothpublicandprivatesectorssimilarly.Theymarkettoprimesmostlybyphonecalls,handshakes,face‐to‐faces,occasionalemails,alsowithtargetandstrategysheets.[#19]

Whenaskedifhemarketshisfirmtoprimes,anon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaid,“Wemarketbyjustcallingthem[theprimes]andgoingintotalktothem.”[#22]

Whenaskedhowthefirmfindsoutwhichprimesarebiddingonaproject,theminorityfemaleownerofanMBE‐,WBE‐,SBE‐,andSWaM‐certifiedconstructionstaffingcompanysaidshereceivesemailalerts,SWaMemails,andgoestowebsitestofindopportunities.Shealsogoestovendorappsonwebsitesandprocurementdepartments,sendingherinformationsothatherfirmcanbeconsidered.[#24]

TheBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanygetsonprojectsbydoor‐to‐doorsolicitation,reachingouttoprimecontractorstogetsomeofthework.Hesaystherearenominorityset‐asidesinthisbusiness.[#32]

ABlackAmericanmaleownerofaflooringcompanysaidhegetscallsfromprimestodoworkonprojects.Healsomarketstoprimesviaword‐of‐mouth.Hewillgotodifferentcompaniesthatarehiringandapplyforjobsorprojects.[#37]

Some business owners said that they are routinely solicited for bids from prime contractors or do not need to proactively market to them. Forexample:

Whenaskedhowsheobtainsprojectsasasubconsultant,anon‐HispanicwhitefemaleownerofaSWaM‐certifiedwoman‐ownedcivilengineeringfirmstatedthatinthefirstcoupleofyearsofbusiness,shepickedupthephone,seekingtobeonateamwhenshewasawareofaproject.Nowthatlargerfirmsareawareofherfirm,shesimplygetsthecalltobeonteamsasasubconsultant.[#3]

Whenaskedhowthefirmgetsonprojectsasasubcontractor,thenon‐Hispanicwhitefemaleownerofapublicrelationsandmarketingfirmnotedthatcompaniescallthemtooffersubcontractingopportunities.[#15]

Whenaskedhowthefirmmarketstoprimes,anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatherfirmtypicallyknowsbecausetheyreceiveaninvitationtobid.Sheexplainedthattheownerattendsfocusandnetworkinggroupswherehehashisfingeronthepulseastowhatconstructionprojectsareunfoldinginthearea.Shestatedthattheydon’tmarkettoanyone.Shesaid,“Wearereviewingandtrackingwhat’sgoingon.”[#25]

Whenaskedhowhisfirmlandsprojectsasasubcontractor,aHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmreportedthathisfirmreceivesaninvitationtobidorissometimesaskedbytheowners.[#28]

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A few of the interviewees indicated that there are primes they will not work with. Examplesoftheircommentsincluded:

Afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmnotedthereareprimestheywon’tworkwithbecauseofpoorpastperformance,qualityoftheirdrawings,orpaymentproblems.[#9]

Themalerepresentativeofanon‐Hispanicwhite‐ownedenvironmentalremediationfirmnotedthereareprimestheywon’tworkwithbecauseofpaymentrecord,safetyrecord,orethicalproblemsliketryingtotaketheircustomersawayfromthem.[#10]

TheAsianPacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmnoted,“ThereareprimesIwon’tworkwithbecauseIhadtospendmoneytogetmymoney.Iftheyeveraskmeagain,I’llaskforadeposit.”[#20]

Whenaskedifthereareprimesthatthefirmwillnotworkwith,thenon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaid,“Yes,becausetheyusedmynameandstatustomeetaquota,butdidn’tgivemeanywork.”[#22]

In general, interviewees reported that they have never been denied the opportunity to submit 

a bid or price quote to a prime. [Forexample,#7,#13,#16,#17,#19,#22,#23,#25,#27,#28,#30,#32,#34,#38]

Some interviewees reported they have been denied the opportunity to submit a bid or price 

quote to a prime.Examplesoftheircommentsincludethefollowing:

Whenaskedifthefirmhadeverbeendeniedtheopportunitytosubmitabidorpricequotetoaprime,theBlackAmericanmaleownerofanMBE‐,VBE‐,andSWaM‐certifiedmedicalservicesfirmreportedthathisfirmhadbeendeniedworkwithprimesbecausetheprimeswouldperformtheworkaloneandwithoutsubcontractors.[#1]

Whenaskedifshehadeverbeendeniedtheopportunitytosubmitabidtoaprime,thenon‐HispanicwhitefemaleownerofaSWaM‐certifiedwoman‐ownedcivilengineeringfirmstated,“I’vegotten‘Thankyou,ourteam’sfull.’Idon’tbid.It’sbasedoffqualifications.”[#3]

Whenaskedifthefirmhadeverbeendeniedtheopportunitytosubmitabidtoaprime,theAsianAmericanmaleownerofaWBE‐andSWaM‐certifiedengineeringandtestingfirmnoted,“Sometimes,yes.Theysay,‘Wedon’tneedhelponthisone.We’llletyouknow.Wegotitcovered.’”[#5]

Whenaskedifthefirmwaseverdeniedtheopportunitytosubmitabidorpricequotetoaprime,amalerepresentativeofanon‐Hispanicwhite‐ownedenvironmentalremediationfirmresponded,“Yes,thatiswhenthefirmdoesn’tbringanyvaluetotheteam.”[#10]

Whenaskedifthefirmhadeverbeendeniedtheopportunitytosubmitabidorpricequotetoaprime,theBlackAmericanmaleownerofaDBE‐,WBE‐,MBE‐,andSWaM‐certifiedconstructionfirmstated,“Yeah,absolutely.Whentheygoinandchecktheboxes,ifyoudon’thaveanyoneofthose,you’relikelybeingdenied.Itdoesn’tmeanyou’renotqualified,itjustmeansyou’rebeingdeniedbecauseyou’renotacertifiedcompany.”[#21]

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TheBlackAmericanmaleownerofaflooringcompanysaysthathewasdeniedtheopportunitytobidbecausehewastoldthathispricewastoohigh.[#37]

D. Keys to Business Success 

Thestudyteamaskedfirmownersandmanagersaboutbarrierstodoingbusinessandwhatittakestobecompetitive.Topicsthatinterviewersdiscussedwithbusinessownersandmanagersincluded:

Personnelandlabor;

Equipment;

Accesstomaterials;

Financing;and

Otherfactors.

Personnel and labor. Manybusinessownersandmanagersindicatedthattheyhadexperiencedbarriersorwereawareofbarriersinobtainingpersonnelorthelaborneededfortheircompanies.Forexample:

Whenaskedwhatittakestobecompetitiveintheirlineofbusiness,aBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmresponded,“Certifiedpersonnelbydifferentagenciesandsizeofyourstaff.”[#7]

Whenaskedwhatittakesforafirmtobecompetitiveintheirlineofbusiness,thenon‐HispanicwhitefemalerepresentativeofanMBE‐,DBE‐,SBE‐,andSWaM‐certifiedNativeAmerican‐ownedenvironmentalengineeringfirmnotedthatitisdependentonpricingandcertificationsofthestaff.[#11]

TheHispanicAmericanfemaleownerofatranslationagencynotedthat,tobecompetitiveinherlineofbusiness,afirmmustshowprofessionalismandwhenyoudeliver,peoplewillpaywhatyouaskfor.[#13]

Whenaskedwhatittakesforafirmtobecompetitiveinthislineofbusiness,theBlackAmericanmaleownerofaDBE‐,WBE‐,MBE‐,andSWaM‐certifiedconstructionfirmstated,“Oneword,‘Teaming.’Youhavetohaveagoodteam.Youhavetohaveamarketingteam,financialteam,businessdevelopmentteam,trainingteam,andpersonnel.Ifyoudon'thaveateamaroundandyoutrytodoeverythingyourselfthat'swherethefailurecomes.Itcan'tbedonebyoneperson."[#21]

Whenaskedwhatittakesforafirmtobecompetitiveinhislineofbusiness,aHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmstated,“Youhavetohavethebestpeople.It’samandatoryrequirement;it’sthesecretsaucetobeingsuccessfulineitherthecommercialorthesecurityintegration.Youhavetohavethebestpeople.Getthemtrained,keepthemtrained,andretainthem.Youwantpositive,upbeatpeoplethataredriven.”[#28]

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Whenaskedwhatittakesforafirmtobecompetitiveinthislineofbusiness,anon‐Hispanicwhitemalerepresentativeofapublicly‐heldmanufacturingequipmentfirmstated,“Theyhavetobeproperlystaffedwithmanpowerandequipment.”[#29]

Whenaskedwhatittakestobecompetitiveinhislineofbusiness,theBlackAmericanmaleownerofanHVACcompanysaid,“Advertising,finances,andemployeestodotheworkonceyougetit.[They]arewhatittakestobecompetitive.”[#33]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,thepresidentofanHVACcompanyexpressed,“Unavailabilityofqualifiedpersonnelhasbeenahugebarrier.”[AS#29]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,arepresentativeofalandscapingcompanystated,“Wehaveissuestryingtofindemployees,settinginterviews,andhavingthemshowup.”[AS#32]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofalandscapingcompanyexpressed,“There’salwaysproblemsfindinggoodemployees.Toomanylazypeople.Thistypeofworkisdirty,wet,sweaty,andhot.”[AS#41]

Arepresentativeofanarchitectureandengineeringfirmexpressed,“Fromanemploymentpointofviewwegooutandtrytofindwomenandminoritiestoenterintoengineeringandarchitecturecareers.InthestateofVirginia,thereisnotanengineeringprograminthehistoricallyblackcollegesanduniversitiesofVirginia.So,itcreatesahurdleforthoseindividualstoevengetintotheprofession.”[MOC#2]

Equipment. Mostbusinesseshadnotexperiencedbarriersinobtainingequipmentanddidnotthinksuchbarriersexisted.

A few of the interviewees expressed barriers with obtaining equipment.Forexample:

Whenaskedifobtainingequipmentwasapotentialbarrier,theBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmstated,“Yes,asanewbusinessobtainingequipmenthasbeenahugebarrierforus.”[#7]

Whenaskedifobtainingequipmentwasapotentialbarrier,thenon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmexpressed,“Yes,obtainingequipmentisdifficultforastart‐upbusiness.Itmakesitevenharderwhenyouareunabletogetthecorrectfinancing.”[#22]

Whenaskedifequipmentisapotentialbarrier,theBlackAmericanmaleownerofaplumbingcompanystated,“Yes,sometimeswecan’taffordtheequipmentweneedsowemakedowithwhatwehave.”[#31]

Whenaskedifobtainingequipmentwasapotentialbarrier,theBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanystated,“Ihadtousemyowncapitaltogetequipment.Yes,itcanbeabarrierifyoudon’thaveenoughcapital.”[#32]

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Access to materials. Aswithotherpotentialbarriers,intervieweesreportedarangeofexperienceswithaccesstomaterials.Forexample:

Amalerepresentativeofanon‐Hispanicwhite‐ownedenvironmentalremediationfirmstatedthattobecompetitiveintheirlineofworktheymusthaveagreatsafetyrecordandhighevaluations,quality,management,andcostcontrols.[#10]

Whenaskedwhatittakestobecompetitiveinhislineofbusiness,theBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanysaysthathehadnobondingcapacity.Hecouldnotfindanyonetohelpwithbonding,sohecouldnotgetteamingopportunities.[#32]

Whenaskedwhatittakesforafirmtobecompetitiveinthislineofbusiness,anon‐Hispanicwhitemalerepresentativeofanelectricaldistributioncompanystated,“Youjusthavetobuyrightsothatyoucansellright.”[#35]

Whenaskedwhatittakestobecompetitiveinhislineofbusiness,theBlackAmericanmaleownerofaflooringcompanysaid,"Findingadistributortopurchaseandsellmyownproducttoandforpeoplewhohireme."[Inotherwords,beingabletopurchasehisproductatwholesalepricesandthensellthemtohiscustomersatmarked‐upprices.][#37]

Financing. Aswithotherissues,interviewees’perceptionsoffinancingasabarrierdependedontheirexperiences.Tosomeitwasabarrier,andtoothersitwasnot.

Most interviewees indicated that financing is a barrier for small and minority‐ and woman‐

owned firms.Examplesoftheircommentsincludethefollowing:

Whenaskedifobtainingfinancingwasapotentialbarrier,theBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmexpressed,“Yes,we’vehadahardtimeobtainingfinancing.”[#7]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanysaid,“Yes,ofcourseobtainingfinancingisabarrier.”[#39]

Whenaskedifobtainingfinancingwasapotentialbarrier,theBlackAmericanmaleownerofaDBE‐,WBE‐,MBE‐,andSWaM‐certifiedconstructionfirmexpressed,“Welldefinitely,ofcoursefinancingisalwaysanissue.Ifyoudon’thavemoney,youdon’thaveaworkforce,thenyougotaproblem.”[#21]

Whenaskedifobtainingfinancingwasapotentialbarrier,thenon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaid,“Yes,financingisdifficultforastart‐up.”[#22]

TheBlackAmericanmaleownerofaplumbingcompanystated,“Yes,obtainingfinancialbackingisapotentialbarrierduetothehighratestoborrow.”[#31]

Whenaskedifobtainingfinancingisapotentialbarrier,theBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanyexpressed,“Yes,regardingobtainingfinancialbackingisabarrierespeciallyforperformancebonds.”[#32]

Whenaskedifobtainingfinancingwasapotentialbarrier,theBlackAmericanmaleownerofanHVACcompanysaid,“Therecouldbe.Itisoutthere.ClassCcontractsmusthave

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collateraltobecomeClassBcontractor.Ittakesupto$10,000inbusinessmoneyscaleineachclassifiedcategorytogetit.”[#33]

TheBlackAmericanmaleownerofaflooringcompanysaid,“Yes,obtainingfinancinghasbeenabarrier.Iamalwaysdeniedornotabletofindfinancingopportunities.”[#37]

Whenaskedifobtainingfinancingwasapotentialbarrier,theBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanysaid,“Yes,whypeopledonotbelieveblackcompaniescandoworkbecausetheyareblackamazesme.Manyblackcompaniesdonothavefinancesandcannotcarry120days.”[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanysaid,“Yes,ofcourseobtainingfinancingisabarrier.”[#39]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,arepresentativeofaprintingcompanynoted,“Wehaven’treallytriedtodostufflocally.So,ourbarrierswouldbefunding.Wehaven’tbeenmeetingwiththerightpeople.”[AS#42]

Some  interviewees  indicated  that  financing has not been a barrier  for  their companies.  [Forexample:#1,#4,#5,#24,#25,#30,#34,#35] 

Other factors. Beyondthefactorsdiscussedabove,manybusinessownersdescribedotherfactorsconcerningwhatittakestobecompetitive.

Some business owners specifically mentioned relationships and relationship‐building as 

factors to be competitive in their line of business.Examplesofsuchcommentsincludethefollowing:

Afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmstatedthat,tobecompetitiveintheirlineofwork,“Wedesignbasedonconstructability.Weworkcloselywiththegeneralcontractorsasopposedtofightingthem.Thereisalotofrespecttherebetweenthetwo.Ifyoucanbuilditthewayitwasdesignedorclosetoorfindawaytosavemoney,wecancomewiththesameproductorbetter.”[#9]

Tobecompetitiveinherlineofwork,thenon‐Hispanicwhitefemaleownerofacomputersupportfirmindicated,“Networking,beingabletoknowwhototalkto,andbeingabletogetpeopletoanswerthephone.”[#14]

Tobecompetitiveinthislineofwork,thenon‐Hispanicwhitefemaleownerofapublicrelationsandmarketingfirmnoted,"Youhavetobecurrentonallmediaopportunities.Youhavetohavestrongrelationshipswiththemediatokeepupwiththat,notonlywithlong‐standingjournalistsandbroadcasters,butnewpeople.Iwilloftensetupmeetingswithpeoplewewanttogettoknowbetter,sothattheyknowuswhenwe’repitchingtothem.”[#15]

TheHispanicAmericanfemalerepresentativeofanewspapercompanynotedthattobecompetitiveinherbusiness,“Youhavetostayontopofmeetingpeople,followingthroughwiththosepeople,callingthemback,emailingthem,stayingintouch,andcontinuetobeatevents.”Shenotedonehastokeepthingsfreshandstayencouraged.[#18]

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Some business owners cited qualifications, reputation, quality work, and other factors to be 

competitive in their line of business.Examplesofsuchcommentsincludethefollowing:

TheBlackAmericanmaleownerofabusinessmanagementconsultingfirmnoted,“SinceI’vedonethistypeofworkforsolong,experienceiswhatittakestobecompetitiveinmylineofbusiness:mybackgroundandmyexperience.I’vedonethisyearinandyearout.Notjusttheday‐to‐dayoperationsofthesebusinesses,butalsothestrategicplanningthatittakes.Ifyou’renotplanningfor60months,it’shardtodeterminethatthisdecisionyou’remakingtodayistherightone.”[#17]

Whenaskedwhatittakestobecompetitiveinherlineofbusiness,theAsianPacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmsaid,“Experienceandthemoney.TheexperienceforthetypeofworkIdoishuge.”[#20]

Whenaskedwhatittakesforafirmtobecompetitiveinthislineofbusiness,anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthattheymustbereliable,fairlypriced,providequalitycraftsmanshipconsistently,andhavegoodcustomerservice.Shesaid,“Ifyouarenotconsistentandifyouarenotreliableandofferqualitycraftsmanship,youwillnotbecalledonagain.”[#25]

Whenaskedwhatittakeforafirmtobecompetitiveinthislineofbusiness,anon‐HispanicwhitemalerepresentativeofaWBE‐certifiedtruckingcompanyindicatedthatreliabilityandcomparablepricingisnecessarytobecompetitive.[#27]

Whenaskedwhatittakesforafirmtobecompetitiveinthislineofbusiness,theAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmstatedthatittakestargetedmarketing,gettinginfrontofthepeoplewhomakethedecisions,gettingcertified,andatrackrecord.[#34]

Whenaskedwhatittakestobecompetitiveinhislineofbusiness,theBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanycommented,“Goodqualitywork;itisallaboutquality.Ifyouareaminoritybusiness,youhavetobeontopofyourgamealldownthelinefromthetoptothebottom.”[#38]

Other interviewees said that pricing is a competitiveness factor in their line of business.Forexample:

Themalerepresentativeofanon‐Hispanicwhite‐ownedlandscapematerialsfirmnoted,“[The]marketplaceisgood.Tobecompetitiveinourindustry,thepricehastoberight.”[#6]

Whenaskedwhatittakesforafirmtobecompetitiveintheirlineofbusiness,thenon‐Hispanicwhitefemaleownerofastaffingagencynoted,“Probablypricingandobviouslygoodservice.”[#12]

Thenon‐HispanicwhitemaleownerofanSBE‐andSWaM‐certifiedengineeringfirmnotedthatpriceiswhatittakestobecompetitiveinhislineofbusiness.Hisserviceshavenotgainedanyvaluesincehestarted.Hechargesthesamepricesnowashedid26yearsago.[#16]

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Whenaskedwhatittakestobecompetitiveinhislineofbusiness,thenon‐HispanicwhitemalerepresentativeofanSBE‐andSWaM‐certifiedconsultingengineeringfirmnoted,“Forthegeotechtestingandinspection,that’sprettycommoditized.That’sgoingtobeinpartexperience‐driven,butit’llbescoredmostheavilyonpricetowhichwearebuilttobeverycompetitive.Nowthereareservices[onwhich]weprovidecommissioning,whichisalittlemorespecialized,andthat’sgotalittlebettermarginbecauseit’sallprofessionals.It’sallgraduateengineersandpeoplewith20plusyearsofexperience.”Henotedthathisfirmisbuilttobalanceprivateandpublicsectorsandtodiversifytheirclientbase,especiallyduringrecessions.[#19]

Whenaskedwhatittakesforafirmtobecompetitiveinthislineofbusiness,thenon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaid,“Ifyoudon’talreadyhavecontractsandprofits,noonewilluseyou,butyoudon’tgetprofitsunlessyougetthosecontracts.Bythetimewefoundoutaboutabid,it’salreadybeendecidedwhowon.Maxresponsetimeis30days,fivedays,and10days.Ifyou’rejustfindingoutaboutaproject30daysbeforethebid,it’stoolate.Lowbiddersgetbids,butthenchangeordersraisethecosthigherthanwhattheoriginalbidwas,andhigherthanthosewholostthebid.Youjusthavetoplaythegame.”[#22]

Whenaskedwhatittakesforafirmtobecompetitiveinthislineofbusiness,anon‐Hispanicwhitemalerepresentativeofanelevatorcompanyindicatedthatitwouldtakeexpertiseandpricepoint.[#36]

A few business owners reported a variety of other factors to be competitive in their line of 

business.Examplesofsuchcommentsincludethefollowing:

Whenaskedwhatittakesforafirmtobecompetitiveinthislineofbusiness,theBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmindicated,“Itcomesdowntoacompanymarketingitself.Theworkwon’tcometoyou.Youhavetogogetit.”[#4]

Whenaskedwhatittakesforafirmtobecompetitiveinthislineofbusiness,theBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedarchitecturalfirmnoted,“Toprobablybecomesuccessfulsomewhereelseandcomeback.You’renotgoingtobesuccessfulhere.IhavehadinternstoleavehereandbecomeverysuccessfulinCharlotteandAtlanta.Youstayhere[inVirginia]andit’snotgoingtohappen.”[#8]

Whenaskedwhatittakestobecompetitiveinhislineofbusiness,theBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysaysthatafirmneedstojustdowhattheyaregoodatandgetpaidthemostfordoingagoodjob.[#23]

Whenaskedwhatittakestobecompetitiveinhislineofbusiness,theBlackAmericanmaleownerofaplumbingcompanystated,“Acompanyneedstobetechnicallyadvancedwithgreatcustomerserviceskillsandup‐to‐datewithproceduresandtechnology.”[#31]

E. Potential Barriers to Doing Business in the Region 

Thestudyteamaskedintervieweesaboutpotentialbarriersthatfirmsmightfaceinthelocalmarketplacewhentheyarestartingintheirlineofbusinessortryingtogroworstayinbusiness.Topicsincluded:

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Learningaboutworkandmarketing;

Bondingrequirementsandobtainingbonds;

Insurancerequirementsandobtaininginsurance;

Prequalificationrequirements;

Licensesandpermits;

Otherunnecessarilyrestrictivecontractspecifications;

Biddingprocesses;

Non‐pricefactorspublicagenciesorothersusetomakecontractawards;

Timelypaymentbythecustomerorprimecontractor;and

ExperiencewithCityprocesses.

Learning about work and marketing. Duringthein‐depthanecdotalinterviewsandpublichearings,intervieweesdiscussedopportunitiesforfirmownersandmanagerstoidentifypublicsectorworkandothercontractopportunities.Manybusinessownerssaidthatitwasmoredifficultforsmallerfirmstomarketandidentifycontractopportunities.Examplesofsuchcommentsincludethefollowing:

Numerous interviewees described difficulties learning about work and contract opportunities, 

including contract opportunities with the City of Virginia Beach.Examplesofthosecommentsincludedthefollowing:

TheBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmnotedthatitwasmoredifficulttofindoutaboutprojectsintheVirginiaBeachDepartmentofPublicWorksandDepartmentofPublicUtilitiesthanotherpublicagencies.[#7]

Thenon‐HispanicwhitemalerepresentativeofanSBE‐andSWaM‐certifiedconsultingengineeringfirmsuggested,“Thecityshoulddosomethingthatfeelsmoreopenandfeelsmoretransparentforustohaveanopportunitytomeetandgettoknow.Forajurisdiction,muchofitisprescribedabouthowtheyhavetomoveforwardinaprocurementprocess.Ialsoknowthatduringthecourseofprocurement,peoplewilltendtowanttoworkwithpeoplethattheyknowandhaveworkedwithbefore.So,ifyouhaven’tworkedwithmebefore,givemeanopportunitytogettoknowyousothatIcanhaveanopportunitytoshowyouwhatwecando.We’renotayoungbusiness.Wehaveaskedtocomedownandtalkandwehavenotbeengiventhatopportunity.Theyhavenotreplied.It’sfrustrating:in10years,wehavenotbeensuccessfulgettingintoseeanybody.We’redoingworkinYorktown,Norfolk,HamptonRoads.WehaveatrackrecordinVirginiaBeachontheprivateside.”[#19]

TheAsianPacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmhasnotbidonanycontractswiththeCity.ShementionedthatVirginiaBeachbidsdonotshowupineVA[Virginia’seProcurementMarketplace].TheprocurementsitetheCityusesisverydifficulttonavigate.ShenotedshedoesnotseemanybidopportunitieswiththeCity.[#20]

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Whenaskedhowthefirmlearnsaboutworkwithpublicagencies,theBlackAmericamaleownerofaplumbingcompanyindicated,"IamnotawareofanyVirginiaBeachworkopportunitiesoffered.Ihavenoknowledgeofhowtobecomeawareofthoseopportunitiesastheycomeup.Theremustbesomekindofcontactviaemailormailtobeabletoknowwhenopportunitiescomeup."[#31]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofapestcontrolcompanystated,“Obtainingworkistoughbecauseofpricingandthelackofunderstandinginpricingbycustomers.”[AS#1]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,thepresidentofanofficefurniturestorenoted,“Ifeellikewehavenotbeengivenenoughopportunities.Wehaven’thadachancetoworkwithVirginia.Therereallyhaven’tbeenalotofadvantageswhenhavingtodoworkforVirginiaBeach.”[AS#4]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,thepresidentofacomputersoftwaredevelopmentcompanynoted,“ItisveryhardtogetattentionasanewcompanyintheCityofVirginiaBeach.Wearetheonlycompanyinthestatethatdoeswhatwedo.Wedoworkwithothercitiesandit’sveryhardtogetworkinVirginiaBeach.Ourproductischeaperthantheonecurrentlybeingused.”[AS#13]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofanadvertisingagencyexpressed,“IthinkVirginiaBeachisatoughercityinregardstogettingcontractworkasaminoritybusiness.IdoknowVirginiaBeachisnotfulfillingthevoidthey’remeanttofillinregardstominoritybusinesses,andI’dliketoaidinthatortoknowhowtobestgoaboutthat.”[AS#18]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofanenvironmentalconsultingagencyexpressed,“Youcannotgetjobsunlessyouareaminority.”[AS#19]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,arepresentativeofabuildingconstructioncompanystated,“WehaveexperiencedsomedifficultybreakingintogovernmentcontractworkwiththeCityofVirginiaBeach.”[AS#31]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofaconstructionfencingcompanynoted,“Obtainingworkhasbeenabarrier.It’shardtofindopportunitiesforveterans.”[AS#36]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofabuildingconstructioncompanystated,“AllofthesurroundingcitiesthattheycallHamptonRoad,eachhavetheirownwayofdoingbusiness.So,itmakesitdifficultforavendortodotheirbusiness.WeneedsomethingforsmallbusinessessothatIcanmakerevenue.”[AS#38]

Many interviewees, including minorities and women, indicated that they were not aware of, 

had not experienced, or did not believe that there are barriers based on race/ethnicity/gender 

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related to learning about work or marketing their companies. Examplesofsuchcommentsincluded:

WhenaskedwhetheritwaseasierorhardertofindoutaboutPublicWorksworkopportunities,relativetootherpublicagencies,theAsianAmericanmaleownerandthenon‐HispanicwhitefemaleownerofaWBE‐andSWaM‐certifiedengineeringandtestingfirmreportedthattheydon’thavetroublefindingoutaboutopportunities.Theysimplyaren’tawardedanycontractsfromPublicWorks.[#5]

Whenaskedifhehasexperiencedbarrierswithlearningaboutworkduetogenderorracediscrimination,theBlackAmericanmaleownerofabusinessmanagementconsultingfirmstatedthathestronglybelievesthatthereisracialdiscrimination.“Thereareanumberoffactorsthere;it’snotjustsimplyaracefactor.Ithinktheissueisalotofwhatwesee,particularlyinthecommercialB2Bspace,isnotnecessarilybasedonthemeritsbut[rather]basedonwhoyouknow.Inotherwords,ifyouaren’tevenawarethatthere’sanopportunity,howdoyoutakeadvantageoftheopportunity?Bythetimetheopportunityispublic,thedecisionisprobablyalreadymadebecausethepeoplewhohavehadaccesstowhatthisthingisgoingtolooklikeandwhattheparticularsare,they’vealreadylinedup.Theygottheirpricing.Everythingisinline.You’renotstartingatthesamestartingpoint.Ithinkthat’stheissue.”[#17]

Whenaskedifthereisapotentialbarrierinlearningaboutworkormarketing,anon‐Hispanicwhitemalerepresentativeofapublicly‐heldmanufacturingequipmentfirmstated,“Wehavein‐housemarketingandthepotentialprojectsarebroadcasted.”[#29]

Bonding requirements and obtaining bonds. Onebusinessmanagerreportedlittleornoproblemobtainingbonds,orthatbondingwasnotanissue.Thatcommentincludedanon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthattheonlybarrierherfirmhasexperiencedisafinancialbarrier.Sheexplainedthatherfirmobtainedthebond,butitwasalittlemoredifficult.Shestatedithadnothingtodowiththeowners’gender,race,orethnicity.Shesaid,“Iguessitwouldbethesameforanyonewhowalkedintoabankwantingtoobtainabondoraloan.They’regoingtolookatyourcredithistory,andthey’regoingtolookatyourfinancialabilitytorepayshouldsomethinghappen.”[#25]

Someintervieweesindicatedthattheirfirmshadwitnessedpotentialbarriersforsmallbusinessownerstoobtainbonding.Forexample:

Whenaskedifbondingrequirementsarepotentialbarriers,theBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanystated,“Yes,forbondingrequirementsandobtainingbonds,becausewehavetohavethemoneybeforegettingawarded.Itshouldonlybearequirementiftheyouhavebeenawardedtheproject.”[#23]

Whenaskedifthereareanypotentialbarriersregardingbondingrequirementsandobtainingbonds,theHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmsaid,“Bondingitselfisdiscriminatorytoeverybody.Idon’tcarewhoitis,bondingsucks.It’saverychallengingdifferentbeastthat

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wantsatotallydifferentrequirementfromanybodyelseinreality.It’shardforeverybodytoget.Wefinallygotourownbondingprogram,butwe’reusingtheSBAonitanditcostmoremoney,whichmakesitharderforustowinwork.”[#28]

TheBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanystated,“Yes,bondingrequirementsandobtainingbondsareapotentialbarrierbecauseitisverydifficulttoget.Ireceiveda$200,000bondbutitwasnotenough.Thebondrequirementsweretoohightobeabletogetwork.”[#32]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,thepresidentofastreetsweepingagencynoted,“Wehavedifficultyinobtainingsecuritybonds.”[AS#30]

Insurance requirements and obtaining insurance. Duringthein‐depthanecdotalinterviews,intervieweesdiscussedwhetherinsurancerequirementsandobtaininginsurancewerebarriers. 

One business owner reported little or no problem obtaining insurance, or that insurance was not an issue. Forexample,whenaskedifinsurancerequirementsandobtaininginsurancewereapotential barrier, the Black Americanmale owner of a plumbing company stated, “Obtaininginsuranceisfairlyeasy.”[#31]

Most interviewees indicated that they were not aware of, had not had any personal 

experience with or believe there is not discrimination with insurance requirements or 

obtaining insurance. [Forexample,#1,#4,#22,#24,#32,#34,#35]

Prequalification requirements. Oneintervieweeindicatedthatprequalificationrequirementswerenotanissue.[Forexample,#16]

Most business owners reported that prequalification requirements presented a barrier to 

bidding on public contracts.Examplesofthosecommentsincludethefollowing:

TheBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmnotedthattheVirginiaBeachDepartmentofPublicWorksandDepartmentofPublicUtilitiesdidrequireprequalificationlikesizeandpastworkhistory.“Thosethingstieyourhandsespeciallyasanewbusiness.”[#7]

Whenaskedifprequalificationrequirementsareapotentialbarrier,theBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanystatedthatsometimesthisisaproblem.“Therecanbealotofregulationchangesthatcanaffectprequalificationrequirements.”[#23]

Whenaskedifthereareanybarrierspertainingtoprequalificationrequirements,theHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmstated,“It’snotdiscriminatory.Thehardestthingaboutprequalificationisthatyouhavetohavetheexperiencetoprovethatyoucandothejob,butyoucan’tdothejobwithoutexperience.”[#28]

TheBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanysaid,"Iranintoprequalificationrequirementsalot,likeexperiencelevelforsweepingand

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janitorialworkandnumberofyearsinbusiness.Thiscandefinitelybeabarrierfornewbusinesses."[#32]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofaconsultingengineeringfirmstated,“MeetingcriteriaforpriorworkhistorywiththeCityhasbeenachallenge.”[AS#24]

TheownerofaSWaM‐certifiedarchitecturefirmexpressed,“Iamoftheopinionitboilsdowntodefactoexclusion.Whenhiringcommitteesaremadeupofprojectmanagerswhohavepreviouslyworkedforthefirmapplyingfortheposition.Whenthemajorityofpointsweightedareon‘experience’minorityfirmshavehistoricallybeenexcludedfromgainingviathewinningbids.Whenthereviewcommitteesaremadeupofallmalememberswherethescoringisexclusivelysubjectivewithnowrittenguidelines,I’moftheopinionthe‘GoodOl’Boys’willalwayscomeoutontop.”[WT#1]

Licenses and permits. Certainlicenses,permits,andcertificationsarerequiredforbothpublicandprivatesectorprojects.Duringin‐depthinterviews,thestudyteamaskedintervieweeswhetherobtaininglicensesandpermitswasabarrier.Examplesofthosecommentsincludethefollowing:

Whenaskedaboutbarrierspertainingtolicensesandpermits,anon‐HispanicwhitemalerepresentativeofaWBE‐certifiedtruckingcompanystated,“It’sallamoneygame.We’vehadsomeissueswiththegovernmentbecausefromoneyeartothenexttheychangewhatIDtheywillaccept.They’vechangedtheirsystemthreetimesoverthepastfiveyears,andeachtimeyouhavetogogetnewcredentials.”Hefurtherindicateditismoreofanissuewithourgovernmentanditisverycostly.HeexplainedthatmostofthedriversforhisfirmhaveaTWICcard(transportationworker’sIDcard).Heindicatedthatthecostforeachcardis$150,andifitneedstobereplaceditcanbeveryexpensivetodoso.[#27]

Whenaskedaboutbarrierspertainingtolicensesandpermits,theBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanyexpressedhehasexperiencedbarriersgettinglicensesandpermits.[#32]

Whenaskediflicensesandpermitshavebeenabarrier,theBlackAmericanmaleownerofaflooringcompanystated,“NothavingaC‐Classlicensehasstoppedmefromgettingcontractsover$1,000inVirginia.”[#37]

Most business owners and managers reported that obtaining licenses and permits was not a 

barrier to doing business in the City of Virginia Beach or did not apply to their company.[Forexample,#1,#2,#3,#4,#5,#7,#8,#20,#22,#23,#25,#28,#29,#31,#33,#34,#36]

Other unnecessarily restrictive contract specifications. Thestudyteamaskedbusinessownersandmanagersifcontractspecifications,particularlyonpublicsectorcontracts,restrictopportunitiestoobtainingwork.

Some owners indicated that some specifications are overly restrictive and present barriers. Itappearsthatsomebusinesseschoosenottobidorareprecludedfrombiddingduetowhatbusinessownersandmanagersperceivetobeoverly‐restrictivecontractrequirements.Examplesofthosecommentsincludethefollowing:

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Whenaskediftherewereanyrestrictivebarriersonthecontractingside,theBlackAmericanmaleownerofaDBE‐,WBE‐,MBE‐,andSWaM‐certifiedconstructionfirmstated,"Theydoifit'sasecuredareatogointo.Therearealsoeducationrestrictionstobeaprojectmanagerorworkonamilitarybaseoratagovernmentfacility:youarerequiredtohaveafour‐yeardegree.Therearealsocertificationrequirementsforjobsthathaveset‐asidegoals,ifyoudon'thavecertificationyoucan'tbetheprime.Sothat'saproblemthere."[#21]

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanyexpressedheisconfrontedallthetimewithrestrictivecontractspecificationsandbiddingproceduresdesignedtokeepminoritiesfrombiddingorgettingtheawards.[#23]

TheBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanyexpressed,“Pre‐bidrequirementswilldoyouin.Ineedsomeonewhocouldwritetobidoncontracts.”[#32]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanynotedtherehasbeenaproblemwithunnecessarilyrestrictivecontractspecificationsandbiddingprocedures.[#39]

Many business owners and managers reported that they had not experienced or witnessed 

unnecessarily restrictive contract specifications or bidding procedures. [Forexample,#1,#4,#22,#34,#35,#36]

Bidding processes. Intervieweessharedanumberofcommentsaboutbiddingprocesses.

Most business owners shared a variety reasons that bidding processes presented a barrier to 

obtaining work.Examplesofthosecommentsincludethefollowing:

Whenaskedaboutbiddingprocessesbeingabarrierforsmallbusinesses,theBlackAmericanmaleownerofaminority‐ownedcommercialrealestatedevelopmentfirmnoted,"TheCityshouldnotlet[the]Cityworkwithadeveloperthenbidit.That’sbid‐riggingandcreatesahugebarrierforsmallbusinesses.”[#2]

TheBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmindicated,“TheCitycouldbemorespecificinthescopeofwork.Atonepoint,Ithoughttherewasa‘goodol’boys’system.”Hedidrealizehehadtomarkethimselfandprovehimself.Hisrecommendationistospreadtheworkouttoeveryone.“TheCityhasimprovedovertheyearsinusingtheMinorityBusinessCouncilandconsolidatinginformation.Knowingwhomtotalktohasalwaysbeenachallenge.Itshouldbeeasiertoseewhatthewinningbidsareandhowmuchthebidsweresore‐bidderscanhavesomeidea[of]howtheyneedtocompete.”Healsoindicatedhesometimeswondersifsomeworkisfashionedtofavoraparticularcompanyevenifitwasn’tthelowbidder.Hehasfrequentlybenefitedfromthatwhengovernments,includingVirginiaBeach,wouldcallhimforaquote,andevenifhecouldn’tofferthelowestbid,hewouldbeaskedtogiveanumberandtheagencywouldseeiftheycouldjustifyitbecausetheyknewhiswork.[#4]

TheAsianAmericanmaleownerandthenon‐HispanicwhitefemaleownerofaWBE‐andSWaM‐certifiedengineeringandtestingfirmreportedthattheprocessisn’thard,theyjust

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don’tgetafairopportunitytobeawardedPublicWorksjobs.Theynotedthatit’sthesamePublicWorksstaffpersonthatistheproblem.Asanengineeringfirm,theydon’tbid.Theyonlysubmitqualifications.Threefirmsareinvitedforinterviews.Theagencywillpickoneforcontractthennegotiatetheirprice.“Sometimeswe’retheonlyDBEthat’sthere.It’sfavoritism.”[#5]

TheBlackAmericanmaleownerofabusinessmanagementconsultingfirmnotedthatallarefactorsthatcanbebarriersrelatedtobusinessesbeingunder‐capitalized.“Thereareinefficiencies.Itistoughtocompeteagainstsomecompaniesthatareverticallyintegrated.”Healsomentionedthatsomebidsarewrittentosuchspecificitythatitseemstheyhavealreadymadetheirchoice.Henotedthatitishardtogetexperienceifyoudon’tgetthebusiness,butyoucan’tgetthebusinesswithoutexperience.[#17]

Anon‐HispanicwhitemalerepresentativeofanSBE‐andSWaM‐certifiedconsultingengineeringfirmnotedtheyhavenothadanycontractswiththeCityofVirginiaBeachinatleast10years.Whenaskedwhichagencieshe’sreachedoutto,hesaid“Itwasalonglist,adozenorso:Parks&Rec,PublicWorks,PublicUtilities,andPlanning.”Thenatureoftheprojectsincludedgeotechnical,greenorbrownprojects,pre‐development,ordevelopment.“Wewouldbidasaprimeforthose.Thosearenormallycontractedbytheagencydirectlywithus.”Theyarebiddingonprojectsbutarenotgettingthework,andtherepresentativestatedthatthesamefirmhaswonthebusinesseachtime.Hisfirmhasnotreceivedanydebriefsordirection;theyhaverequesteddebriefsbuthaveyettoreceiveanyreplies.[#19]

WhenaskedwhatotherrecommendationsshemayhavefortheCityorotherpublicagenciesintheVirginiaBeacharea(includingexperiencesworkingwiththeCity),anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstated,“ElectroniccommunicationishugeandtheCitymaymissoutonsomeexcellentopportunitiesbynotparticipating.Bymakingthebidprocessandthecontractingprocessastransparentaspossible[it]wouldmakeiteasierandlessfrustratingforeveryoneinvolved.TherehavebeentimesI’vehadtomakephonecallsandthepeopleI’mspeakingwitharejustasfrustratedasIambecausethingsjustaren’tasstreamlinedastheymaybecouldbe.”[#25]

Whenaskedifheisawareofpotentialbarriersordiscriminationbeingaproblemforhisfirminthelocalmarketplace,eitherintheprivatesectororthepublicsector,theBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Minorityfirmsareputonbidstofulfillrequirements,butwhentheprimegetsthecontracttheydonotgivetheminoritycompanyanyoftheworkorawardeddollarsfortheworkbidon.Theminorityfirmhelpedtowinthecontractbutprimedoesnotfollowthroughwithusingtheminoritysubcontractorthathelpedtowinthebid.”[#30]

Whenaskedaboutbiddingprocesses,theBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanystated,“Yes,thepublicsectorisopentoeverybodybutmustbidlowtogetjob,thenlosebecausepricewastoolow.Ihavetoknowhowtobidontheseopportunities.Theprivatesectorhasbiggercompaniestoworkwith.Itishardbecauseyoumustknowthecontractlanguage.Ifyoudonot,itmakesithardertobidbecauseitwillnotbewritteninthelanguagethatwillwin,whichmakesitevenharder.”[#32]

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Whenaskedaboutthebiddingprocesses,theBlackAmericanmaleownerofaflooringcompanysaid,“Thereshouldbemoreaccessibilityforsmallerbusinessesandcontractors[forbiddingopportunities].”[#37]

WhenaskedifshehadanyrecommendationsrelatedtoimprovingtheParks&Recreation’sadministrationofcontractsorpaymentmethods,theBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanysaid,“Thereisaneedtochangesomeofthelaws.Administrationcan’tkeepbiddingtheamountofmoneytheywant.Makeitafairplayingfield.Thebiddingprocessistoodifficult;[ittakes]toomuchtimeandtoomuchmoneywithoutanROI.”[#39]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,thepresidentofasecurityguardservicescompanynoted,“Inregardstothestandingofthebusiness,therearealotofsecuritycompaniesinthearea.Weareasmallbusiness,anditisdifficultforustostayincompetitionbecausethebiggercompaniescanofferlowerrates.”[AS#9]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,thepresidentofabusinessplanningcompanyexpressed,“VirginiaBeachgoesoutsideoftheareatogiveawards.”[AS#14]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,arepresentativeofaninteriordesigncompanyexpressed,“Iwouldthinkwe’reatadisadvantagebecauseofthesizeofourorganizationandthepricing.Wecan’tcompetewithlargercompanies.”[AS#21]

ThemaleownerofanSBE‐certifiedhospitalitycompanynoted,“Behind‐doordealsthatcreatedisplacement.Theseverebendingandviolatingtherulesofeconomicincentiveprogramsbehindcloseddoorsnotonlygivesdistinctadvantagestothepreferreddeveloperwhencompeting,butthenegativeeffectstoexistingbusinessesisharmful.Createbidprocesscommissionthatdealswithprocessandprocurement.”[WT#3]

Other interviewees reported that they were not aware of or had not experienced barriers 

related to race, ethnicity or gender regarding the bidding process.[Forexample,#4,#16,#22]

Non‐price factors public agencies or others use to make contract awards. Duringin‐depthinterviews,manyfirmownersandmanagersmadeobservationsaboutthosenon‐pricefactors.

A few business owners reported that experience requirements were a barrier to doing business 

for a variety of reasons. Others did not think so. Examplesofthosecommentswereasfollows.

Whenaskedaboutnon‐pricefactorspublicagenciesorothersusetomakecontractawards,theBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmnoted,“It’smoreculture.”Heexpressedthatalotofthefirmsarelargerthataresuccessfulare“so‐calledminoritybusinessesthathavethewifelistedas[the]ownerinordertowinthecontracts.”HehasnotfoundasuccessfulpathtowinningcontractswithVirginiaBeach.Hesuggested,"[Theagencyshould]packagecontractsinawaythatsmallerfirmshavearealisticchanceofwinningandbreakingitupinsmallerpieces.TheCityshouldhavemore

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match‐makingeventslikeVDOTandChesapeake.ItseemsthattheCityistryingtoimprovealacklusterreputation.”HebelievestheCityistryingtogetmoreparticipation.Hehasnotseenanythingrelevantforhimtobidonasaprimeorasub.[#7]

Whenaskedifthereanypotentialbarrierspertainingtofactorspublicagenciesorothersusetomakecontractawards,theHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmsaid,“Therearegoals,butthereisnomandate,soattheendoftheday,whytry?It’sbasedonlowprice.”[#28]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanystated,“Youmustbefairlyrecognized.Changelawssominoritiescangetin.Donotmakestipulationsforbiddingsohighyoucannotmeetthem.Thereshouldbenoin‐housecollaborationforyourfavoritecontractortogetbids.”[#39]

Other business owners were not aware of, had not had experience with, or believed that there 

are not any barriers or discrimination in getting or gaining experience or expertise.[Forexample,#1,#4,#22,#32]

Timely payment by the customer or prime. Slowpaymentornon‐paymentbythecustomerorprimecontractorwereoftenmentionedbyintervieweesasbarrierstosuccessinbothpublicandprivatesectorwork.Examplesofsuchcommentsincludethefollowing:

TheBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmindicated,“Sometimespaymentcandragonduetolostinvoicesandotherdelays,butforthemostpartVirginiaBeachisprompt.Idon’tunderstandwhyworkthatisalreadyapprovedtakesweekstoprocesspayment.ThelargerproblemsarethelistofthingsIcan’tchargefor,likeparts,equipment,andmileage,andmultipleopinionsaboutwhetherajobissatisfactorilycompleted.”[#4]

Whenaskediftimelypaymentbythecustomerorprimeisapotentialbarrier,theBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedarchitecturalfirmstated,“Yes,majorityfirmswouldholdaportionofmypayment.Theyholditinthebankbecauseit’scashonhand.Theywillholdyourmoney,andtheywillputitinthebankinescrow.”[#8]

Whenaskedifthefirmhasexperiencedbarriersinpaymentsasfarasslowpaymentornonpayment,anon‐HispanicwhitemalerepresentativeofaWBE‐certifiedtruckingcompanyreportedthattherearesomechallengeswithafewcustomersregardingtimelypayments.[#27]

TheBlackAmericanmaleownerofanHVACcompanyhashadsomeslowpaymentsbecausesometimesthecustomerjustdoesnothaveit[money]atthetimeofservice,soheworkswiththemtopaybysettingupapaymentarrangement.[#33]

Whenaskedifthecompanyhasexperienceddiscriminationinpaymentsasfarasslowpaymentornonpayment,theBlackAmericanmaleownerofaflooringcompanysaid,“Ihavehadafew.IdidahotelinStanton,VAonasubcontractingjobwhereIwaspartiallypaid.Theystilloweme$3,000fromFebruary[2018].”[#37]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanynotedthatpeopleheworksforonaregularbasispayslowly,andhehashadtousea

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collectionagency.Privatesectorsometimesputsmoneyinescrow,butittakesalongtimetogetthepaymentbecausethehousemustbesold.Theydonottellthecontractorthatthemoneytopaythemisinanescrowaccountthatcannotbeallocateduntilafterthejobisdoneandhebillsthem.[#38]

Whenaskediftimelypaymentbythecustomerorprimehasbeenapotentialbarrier,theBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanynotedthatpaymentisslow,usually30days.[#39]

A few interviewees said that they typically do not have difficulty getting paid in a timely 

manner, because the timeframe was specified in their contracts.Forexample:

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanygetshispaymentagreementsstraightup‐frontsothattherearenoissues.Hegetshispayontimewithoutanyhassles.[#23]

TheBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanyreceiveshispaymentsontime.[#32]

Most interviewees said they were not aware of, had not had personal experience with, or did 

not believe there are barriers in timely payment by a customer or prime.[Forexample,#1,#2,#3,#5,#6,#22,#24,#25,#27,#28,#29,#30,#31,#33,#34,#35,#36]

Experience with City processes. InadditiontofactorscommontocontractingamongpublicagenciesinVirginiaBeach,intervieweeshadmanycommentsspecifictotheCity’sprocesses.

A few interviewees described difficulty navigating or understanding the procurement process.Examplesofthosecommentsincludethefollowing:

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,themarketingmanagerofaconsultingengineeringfirmnoted,“IamnotfamiliarwithwheretogoinVirginiaBeachforprocurements.”[AS#25]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,arepresentativeofacontractingagencynoted,“OurexperienceinworkingwiththeCityhasbeenverylimited.Theydon’tsubcontractdirectlytosmallbusinesssincetheyhaveafive‐yearwaitinglist.”[AS#40]

A few interviewees expressed concern that the same companies receive City contracts 

repeatedly.Forexample:

AnAsianAmericanmaleownerofaWBE‐andSWaM‐certifiedengineeringandtestingfirmstated,“WehaveworkedwithVirginiaBeachCityPublicSchools,CityofVirginiaBeachPublicUtilities.WehadnoluckwithPublicWorks.For15yearswe’vegoneinforaninterviewandhavelosttothesamecompany.WehavegottennocontractswithPublicWorksfor15outtheir18‐yearexistence.Wedon’tgetanyfeedback.Thelasttwointerviews,weneverheardbackfromthemforadebrief.IwouldsayPublicWorksistheworst,inmyopinion.”[#5]

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ThemaleownerofanSBE‐certifiedhospitalitycompanynoted,“ToomuchfocusonafewdevelopersleadstolackofinvestmentininfrastructuretocreateanenvironmentthatcandrivenewandinnovativecompaniestoVirginiaBeach.TheCityisverybusyworkingdealswithdevelopers,thereforecreatingunfaircompetition.Thisdoesnotenablebusinessestogroworganically.Givethebusinessesthetoolstosucceedandletcompetitionpickthewinnersandlosers,notthepoliticians.”[WT#3]

Other interviewees recommended changes in, or more oversight of, City payment policies. Forexample:

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatitischallenging.Hestated,“It’sbidworld.Theyreallydon’tcareaboutanythingelseotherthanlowestprice.Everybodyfightsforthebottom.Unlessyouwanttodosomethingforfreeorclosetoit,it’sarealchallenge.WedidaprojectinNorfolkwherewewerecloseandlosttoanout‐of‐statecompany.”Hesaid,“Ithinkit’skindofmessedupbecausewewereverymuchneck‐and‐neckonpricing,andwewerethelocalteamthatthetaxrevenuescouldgobackintotheCity.TheygaveittoacompanyoutofAlabama.Wemakedecisionslikethatallthetimeinthemunicipalities,anditdoesn’tmakesense.”[#28]

Whenaskedwhatelse,ifanything,shouldbedonetoenhancetheavailabilityandparticipationofsmallbusinesses,includingMBE/WBE/SWaM/DBE/SBEs,theAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmstatedthattheCityshouldgetintouchwithacompanyassoonastheirbusinesslicenseapplicationiscomplete.Sheexplainedthataprecursororacheck‐offboxaskingiftheirfirmisinterestedinworkingwiththeCitymaybehelpful.Shesaid,“Rightnowit’slikeIgotabusinesslicensefromtheCityandI’monmyown.It’suptometofindoutallofthisinformation.Itwouldhavebeenniceifitwasintroduced.ItcouldbeawelcomefromtheCityofVirginiaBeach.”SheindicatedthataworkforcedevelopmentprogramintheCityofVirginiaBeachmaybehelpful.[#34]

Two interviewees had specific comments about participation goals. Examplesofthesecommentsincludethefollowing:

TheBlackAmericanmaleownerofanMBE‐certifiedrealestatedevelopmentfirmnoted,“ThoughtheVirginiaBeachCityCounciladoptedaresolutionin2008settinga10percentgoalforminorityparticipationinCitycontractswithinoneyearoftheresolution’sadoption,theCityhasyettoreachthismeagermark10yearslater.WhereasthelocaleconomyinVirginiaBeachisheavilydependentupontourismandrestartproperty,theCityhasneversetastatisticalstandardtomeasureminorityparticipationinrealestatedevelopment.”[WT#2]

TheownerofaVBE‐andSDVO‐certifiedcompanyexpressed,“ThestateofVirginiahaslessthanonepercentofgivingworktoveteransontheircontracts.Nooneismeasuringthesetgoals.Theyhavetomeasure;theyhavetobeheldaccountable,andtheyhavetohelpcreatesmalljobsorsmallbusinessjobs.Thatwillhelpchangetheeconomyaroundhere.”[KHS#1]

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A  few  business  owners  recommended  that  the  City  let  companies  know more  about  the notification or bid process. Forexample:

WhenaskedifhehadanyrecommendationsfortheCitytoimproveitsnotificationorbidprocess,theBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysaid,“TheCityshouldsendoutRFPstothesubcontractorlist.VirginiaBeachshouldhaveasubcontractorlisttoworkfrom.”[#23]

Whenaskedifhehasanypersonalexperienceswithapotentialbarrier,theBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanyexpressed,"Yes,havingtomeetwiththeadministratorsversusthedecisionmakersisawaytogivetheminoritybusinesstherun‐aroundversusgettingtothedecision‐makerfordetailsofworkandcontractbids.”[#30]

WhenaskedwhatrecommendationshehadfortheCityorotherpublicagenciesintheVirginiaBeacharea,theBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanysaid,“Makingus[minorities]awareofwhatisgoingon.They[theCity]needtobeawareofwhotheminoritiesarethatactuallybid.”[#38]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofacarpetcompanystated,“[In]thebidprocess[it]istoughtogetaholdoftherightperson.TheCityshouldpostmorejobopportunitiesonasiteandmakeiteasilyavailable.”[AS#35]

Theownerofapharmacyclinicexpressed,“MyexperiencewiththeCityhasbeenwhenyougointothecontractthepeoplethatawardedyouhadgoodintentions,butwhenyoustartdealingwithpeoplethatyouareactuallyprovidingtheservicesfor,thatiswhenyoustartgettingthepushbackonthethingsthatareinplace.Somepeoplemightthinkyoujustgotthejobbasedonwhoyouare.Theyaregoingtodoeverythingintheirpowertomakesurethatyoufailatyourjob.Thentheycomebackandsay,‘Well,youweregiventhejobopportunity,youjustcouldn’tcometoform.’”[MOC#3]

F. Allegations of Unfair Treatment 

Intervieweesdiscussedpotentialareasofunfairtreatment,including:

Bidshopping;

Bidmanipulation;

Treatmentbyprimecontractorsandcustomersduringperformanceofthework;

Unfavorableworkenvironmentforminoritiesorwomen;and

Approvalofworkbyprimecontractorsandcustomers.

Bid shopping. Afewbusinessownersreportedexperiencingbidshopping.Otherintervieweeshadnotexperiencedbidshoppingorwerenotawareofit.[Forexample,#1,#4,#22,#24,#32]

A few interviewees reported that they had experiences with bid shopping.Examplesofsuchcommentsincludethefollowing:

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Whenaskedifbidshoppingwasconsideredabarrier,thenon‐HispanicwhitefemaleownerofanAsianAmericanWBE‐andSWaM‐certifiedengineeringandtestingfirmexpressed,“That’sabarrierforeverybody.”[#5]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofalandscapingcompanynoted,“Idon’tworkwiththeCitybecausethey’realwayslookingforthelowestbidder.”[AS#33]

Bid manipulation. Someintervieweesdiscussedissuesandconcernswithbidmanipulation,aboveandbeyondbidshopping.

TheBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmindicatedhesometimeswondersifbidsarewrittenwithaqualifyingfirminmind.[#4]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofamanagementconsultingfirmstated,“IlookedintobiddingonacontractfortheVirginiaBeachPublicLibraryandtherecreationcenter.However,thebidwasclearlyforbiggercompanieswithinsurancerequirementsandeverything.Iftheyhadunbundledit,thatwouldhaveallowedforsmallercompaniestocompete.Thecontractsareawardedforsuchalongperiodoftime;iftheymadeitforashorteramountitwouldgetmorepeopletobidonit.Whenthebidscomeup,theysometimessetamandatoryconferenceintwodays.Ithinktheyshouldallowmoretime,unlessitwasanemergency.Smallercompaniesneedmoretimeformandatoryconferences.”[AS#26]

ThemaleownerofanSBE‐certifiedhospitalitycompanynoted,“Recentattentiontolackofminorityinclusioninmajorprojects…Inmyopinion,raceisnottheissue:itisclearlycronyism.Thedealsareandhavebeenworkedoutbehindcloseddoorsbeforeotherscanhaveafairshot.Thishasbeendocumentedandisafact.Developersthataretoldtheywillgetmoreafterthebidprocessandcanaffordtobidmore,thereforewinningthebids.Thesolutionistohaveanopenandfairprocesswithequalopportunitytobidonthemajorprojects.Everyoneplaysbythesamerules.”[WT#3]

Treatment by prime contractors and customers during performance of the work. Mostbusinessownersandmanagersreportedthattheyhadnotseenorexperiencedunfairtreatmentduringworkorcontract/projectperformance.

A few business owners reported that they have seen or experienced unfair treatment during the work or contract/project performance. Forexample:

Whenaskedifhehadexperiencedstereotypicalattitudesonthepartofcustomersandbuyers,theBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmindicatedhehasbeenatCitypre‐bidconferenceswherehereceivedthefeelingitwouldn’tgowell.Overtime,thosefeelingsfadedandheisbetterknownfortheworkhedoes.[#4]

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TheAsianPacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmhadabadexperiencewithaprivateprimewhousedherasascapegoat.[#20]

Whenaskediftreatmentbyaprimeorcustomerduringperformanceofworkwasapotentialbarrier,thenon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaid,“Yes,therewasoneprimethatwasdishonestinhistaskorders.”[#22]

Unfavorable work environment for minorities or women. Thestudyteamaskedbusinessownersiftherewasanunfavorableworkenvironmentforminoritiesorwomen,suchasanyharassmentonjobsites.Oneintervieweesaidthattherewas.Forexample,whenaskedifhehadexperiencedunfavorableworkenvironmentsforminoritiesandwomen,theBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedarchitecturalfirmstated,“Yes.”[#8]

Other interviewees commented about government resistance to using MBEs and WBEs. Forexample:

Whenaskedaboutpotentialbarriers,theBlackAmericanmaleownerofaminority‐ownedcommercialrealestatedevelopmentfirmstated,“TheCityhascronyismandimplicitbiasthatholdminoritiesandwomenback.”[#2]

WhenaskedifhehadexperiencedgovernmentresistancefortheuseofMBE/WBE/DBE/SBEfirms,theBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedfirmexpressed,“Yes,IhaveexperiencedresistancebygovernmentofficialsoutoffearthatIcan’tperformwell.”[#8]

Approval of work by prime contractors and customers. Intervieweesdiscussedwhetherapprovalofworkbyprimecontractorsorcustomerspresentedabarrierforbusinesses.TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanysaid,“Peopletreatmeprettygood.Idon’tstepontoes,justdothework.”Hedoesnotgofurtherwithanyworkuntiltheworkisapproved,especiallywhenhedoesworkfortheVirginiaBeachCityPublicSchools.[#38]

Some business owners reported that they have seen double standards in the performance of 

work. Forexample:

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanydoesworkfortheDepartmentofParks&Recreation.Hebelievesthattheinspectorshavedoublestandardsforthecontractors.Heexpressed,"WehavealsoworkedforPublicUtilities,buttheydonothavethesameinspectordoublestandardissuesaswiththeParks&RecreationDepartment.PublicUtilitiesinspectorsarereallygoodandunbiased."[#23]

WhenaskedifthecompanyhadexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofanenvironmentalconsultingagencystated,“Doublestandardswiththeirinspectionstaff.Cityemployeesareviolatingthecodeofethics.”[AS#27]

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TheownerofanMBE‐certifiedconcretecontractingcompanynoted,“Wehavenoticedthatcertaincityinspectorsseemtobealittlehardertoworkwiththanothers.Onewasevenreprimandedfordoingsomuch.Overall,theexperiencehasbeenagoodone,butyoucandefinitelyfeeltheracialtensionfromcertainindividuals.TheCityhascomealongway,butdefinitelystillhasawaytogo!”[WT#4]

G. Additional Information Regarding any Race‐ or Gender‐based Discrimination 

Intervieweesdiscussedadditionalpotentialareasofanyracial/ethnicorgender‐baseddiscrimination,including:

Stereotypicalattitudesrelatedtorace,ethnicity,orgender;and

“Goodol’boy”networkorotherclosednetworks.

Stereotypical attitudes related to race, ethnicity of gender. Severalintervieweesindicatedthattheyhadeitherexperiencedorwereawareofstereotypicalattitudesonthepartofcustomersandbuyersbasedonrace,ethnicity,orgender.Forexample:

TheHispanicfemaleeditorandpublisherofanewspapernotedthatsometimesshefeelssheandherhusbandmaybetreatedunfairlybecauseoftheiraccents.[#18]

TheAsianPacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmstatedshehasexperiencedbarriersbecauseofhergenderandrace.Shebelievesitwasverydifficultyearsagointhelocalmarket.Shewastheonlywomaninateamofmen.ShewasinvolvedintheconstructionbusinessinNewYork.Shestated,“InNewYork,itwastoughbeingaSouthernwoman.Whattheuniondoesn’twanttoseeisaSouthern,minoritywomantellingthemwhattodo.”Shemainlysawgenderdiscriminationwhensheworkedforalargecorporationasanemployee.[#20]

Whenaskedifhehasexperiencedstereotypicalattitudesfromcustomersorbuyers,theBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysays,“Yes,allthetime.Wearestereotypedthatblackfirmscannotdotheworkoraren’tcapable.”[#23]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Yes,therecanbeskepticismastowhethertheminorityfirmscandothework.”[#30]

Whenaskedofanypersonalexperienceswithpotentialbarriers,theBlackAmericanmaleownerofaplumbingcompanynoted,"Yes,sometimesthey[customers]willquestionmyabilitytodotheworkbecauseofmyrace."[#31]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatshehasheardofstereotypicalattitudesonthepartofcustomersandbuyers.Shestated,“IthinkyouhearofitmoreinVirginiaBeachthanyoudoinNorfolk.”[#34]

WhenaskedifthecompanyhadexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofanengineeringservicescompanystated,“I

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don’tthinkthattheCityhasshownthatitisextremelyinterestedindoingbusinesswithminorities.”[AS#17]

WhenaskedifthecompanyhasexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofadesignservicesagencyexpressed,“Discrimination,I’dsaythatbecauseI’mupinagewheremostpeopleareretired.SometimeswhatIdoorwhoIamarenotvalued.WhatIdoisnotmainstream,andalotofpeopledon’tgetit.”[AS#23]

TheBlackAmericanmaleownerofanMBE‐certifiedrealestatedevelopmentfirmexpressed,“Myexpertiseandfinancialwherewithalenabledmetoproposeworld‐classprojectsthatwouldundoubtedlyhavegeneratedthousandsofjobsandsubstantialrevenuefortheCityofVirginiaBeach.Despitetheinherentmeritsoftheprojectsproposed,theyweresummarilyrejectedwithoutthebenefitofreasonableexplanationorproofofinfeasibility.Infact,inquiriesastowhytheselucrativeprojectsweredeclinedelicitedevasive,offhandresponsessuchas,‘Wedon’twantacookiecutterprojectorachainrestaurant,’or‘Someoneelsehadabetterproject,’or‘We’renotreadytodevelopthatsite.’Afterthecitycontinuedtofailinitscivicobligationtoprovidecogentprofessionalreasonstosupporttherejectionoftheprofitablerealestatedevelopmentdealsthatmycompanyproffered,Ibegantoconcludethatracialdiscriminationandsystemicbiasmayhavebeenthedeterminingfactorsinrenderingmyproposalsdeadonarrival.”[WT#2]

Oneintervieweeindicatedshehasnotexperiencedstereotypicalattitudesrelatedtoraceorgender.Forexample,thenon‐Hispanicwhitefemaleownerofacomputersupportfirmindicatedthatbeingawomanisaneasierpathwaytogetintoaschool,soshedidnotexperiencebarriersbecauseofgender.[#14]

“Good ol’ boy” network or other closed business networks. Manyintervieweeshadeitherexperiencedorwereawareoftheexistenceofa“goodol’boy”networkorotherclosedbusinessnetworks.

Those who reported the existence of a closed or “good ol’ boy” network included minority, 

female, and white male interviewees.Examplesofsuchcommentsincluded:

Whenaskedaboutwhatchangesinthemarketplaceconditionsthefirmhasseen,theBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedarchitecturalfirmstated,“HamptonRoadsisoffthebeatenpath.Thisisamilitarymecca.Idon’tbelongtothegoodoldboys;they’relikevacuumcleaners,andthey’lltakeitall.”[#8]

TheHispanicAmericanfemalerepresentativeofanewspapercompanynotedtherearebarrierswhenshegoestoaskforadsfromtraditionalbusinesseslikebanks.“Theyarestilla‘goodol’boy’network.Idon’tthinktheyvalueitasmuch.Theydon’trecognizethattheworldisreallychanging.Theydon’trecognizethatthefaceoftheUnitedStatesischanging.Somebusinesses,I’mverysurprised,buttheydon’t.”[#18]

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysays,“Theprivatesectorhasthe‘goodol’boy’syndromewhichkeepsjobsfromminorities.Otherwisetherearenohardcorebarriersotherthanthat.Thegovernment

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sectorhassomanynewregulationsthatyoucannotkeepupwith,toocomplicatedandtimeconsuming.”[#23]

Whenaskedifclosednetworksarebarriers,anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstated,“Idon’tknowifwe’veeverexperiencedabarrierduetothat.Wemayhaveexperiencedbenefitsfromit.Idon’tknowofanyoneexperiencingabarriertoit.IguessIknowingeneralthatthatstuffhappens.”[#25]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystatedthat,“Yes,a‘goodol’boy’networkisstillaround!"[#30]

TheBlackAmericanmaleownerofaplumbingcompanystated,“Yes,absolutely,a‘goodol’boy’networkcausedmetogointobusinessformyself,becauseIcouldnotgetadvancementswhereIwasworkingandIwastheonlyblackguyemployedthere.”[#31]

TheBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanyexpressed,“Ofcourse!Weknowthe‘goodol’boy’networkisoutthere.Thesamepeoplegetthesamejobs.Thisiswhathurtsmybusinessgrowth.”[#32]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatshehasexperiencedthe‘goodol’boy’network.Shesaid,“I’vebeentoldthatifyou’renotpartofthatgroupthatyourchanceofgettinganyworkisslimtonone.”[#34]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompany,whenaskedaboutthe‘goodol’boy’network,commented,“WhenIwasfirstcomingupinthistrade,IwasusedastheminoritycompanyinthistradeintheVirginiaBeacharea.Onlythreepaintingcontractorswereherewhogotallofthebusiness.The‘goodol’boy’networkdefinitelyexists.”[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanystated,“Yes,absolutelya‘goodol’boy’networkstronglyexists!Youseeitnowinpoliticsandineverythingnow.”[#39]

WhenaskedifthecompanyhadexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,thepresidentofamanagementconsultingfirmstated,“Ithinkthatalotoftimesit’s[theCityofVirginiaBeach],the‘goodol’boy’network.”[AS#22]

WhenaskedifthecompanyhadexperiencedbarriersordifficultiesinVirginiaBeachassociatedwithobtainingwork,theownerofageneralcontractingagencyexpressed,“Forthelast20years,gettingworkhasbeenhard.The‘goodol’boy’systemisaliveandwell.”[AS#37]

TheownerofaSWaM‐certifiedarchitecturefirmnoted,“Firstandforemost,afirmcannotgainmunicipalityexperienceiftheyarenevergivenachancetoperform.Secondlyevenifthemicro,SWaM,orminorityfirmhassomeexperiencethatcouldmirrortheexperiencewanted,thiscriterionissoheavilyweightedthatamicro,SWaMorminorityfirmstillcouldnotamassenoughpointstogetshortlisted.Subsequently,the‘goodol’boy’firmwinsagain.”[WT#1]

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TheownerofanMBE‐certifiedconcretecontractingcompanyexpressed,“Gettinginwiththecitywasveryhardinthebeginning.Theydefinitelyworkoffofthe‘goodol’boys’club.”[WT#4]

TheBlackAmericanownerofanarchitecturalcompanystated,“VirginiaBeachiscontrolledbywhatIcallthe‘goodol’boys’.Theyrunanddealwiththings.IamimpressedthattheCitycouncilofVirginiaBeachevencameupwiththeideatodoa10percentset‐aside.Theyjustcouldn’tfollowthrough;thereasonisCitycouncilreallycan’tcontrolyougettingwork.Theymakethelaw,thentheypassittothedepartmentchairsanddirectors.Thosearethepeople[who]controlwhogetsthemoney.It’snotCitycouncil.”[KHS#2]

H. Insights Regarding Neutral Measures 

Thestudyteamaskedbusinessownersandmanagersabouttheirviewsofpotentialrace‐andgender‐neutralmeasuresthatmighthelpsmallbusinesses,orallbusinesses,obtainworkintheCityofVirginiaBeach.Intervieweesdiscussedvarioustypesofpotentialmeasuresand,inmanycases,maderecommendationsforspecificprogramsandprogramtopics.ThefollowingpagesofthisAppendixreviewcommentspertainingto:

Technicalassistanceandsupportservices;

On‐the‐jobtrainingprogram;

Mentor‐protégérelationships;

Jointventurerelationships;

Financingassistance;

Bondingassistance;

Assistanceinobtainingbusinessinsurance;

Assistanceinusingemergingtechnology;

Informationonpublicagencycontractingproceduresandbiddingopportunities;

Pre‐bidconferenceswheresubcontractorscanmeetprimecontractors;

Otheragencyoutreachsuchasvendorfairsandevents;

Streamliningorsimplificationofbiddingprocedures;

Breakinguplargecontractsintosmallerpieces;

Smallbusinessset‐asides;

Mandatorysubcontractingminimums;and

Othermeasures.

Technical assistance and support services. Thestudyteamdiscussedtechnicalassistanceandotherbusinesssupportprogramswithinterviewees.Somewereawareoftechnicalassistanceandsupportservicesthatmightbenefitsmallbusinesses,includingMBEsandWBEs.Otherswerenot.Forexample:

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Most interviewees indicated that they were not aware of and had not experienced any 

technical assistance and support services but thought such services would be very helpful for 

small businesses. Examplesofcommentsincludethefollowing:

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysaid,“Yes,thereneedstobebetterdetailsandmorehelpwithrequiredpaperworkload.”[#23]

Whenaskedabouttechnicalassistanceandsupportservicesthatmightbenefitallsmallbusinesses,includingMBE/WBE/SWaM/DBE/SBEs,anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatshehasnothadanyexperiencewithprogramslikethat.Shefurtherexplainedthatifprogramslikethatexistitcouldbenefitsmallbusinesses.Sheindicatedthatfindingqualityaccountingandbookkeepingservicescouldbedifficultbecausetypicallysmallbusinessescan’taffordtopaythesalarynecessary.[#25]

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthattechnicalassistanceandsupportservices(e.g.,bookkeeping,estimating,andbidding)wouldbehelpfulforsmallbusinesses.[#28]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Yes,supportserviceswouldbehelpful.Ineedbetterdetailsandmorehelpwithrequiredpaperworkload.”[#30]

Whenaskediftechnicalassistanceandsupportserviceswouldbehelpfulforsmallbusinesses,theBlackAmericanmaleownerofaplumbingcompanystated,“Yes,iftheCityhasthem.”[#31]

TheBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanystated,“ItwouldbegreatbutIdonotknowofany.”[#32]

TheBlackAmericanmaleownerofanHVACcompanystated,“Yes,technicalassistanceandsupportserviceswouldbehelpful.”[#33]

Whenaskediftechnicalassistanceandsupportservicesbeingofferedintheareawouldbehelpful,theAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmstatedthatitwouldbe.Shefurtherindicatedthatbiddingisabigissueanditneedstobeaddressed.[#34]

Whenaskediftechnicalassistanceandsupportserviceswouldbehelpfulforsmallbusinesses,theBlackAmericanmaleownerofaflooringcompanysaid,“Yes,Ineedtechnicalassistanceandsupportservices.”[#37]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanystated,"Yes,technicalassistanceandsupportserviceswouldbehelpful."[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanystated,“Yes,technicalassistanceandsupportserviceswouldbegood.”[#39]

Many interviewees indicated that they were not aware of or had not had any experience with 

technical assistance and support services.[Forexample,#1,#4,#6,#10,#22,#24,#35,#36]

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On‐the‐job training programs. Somebusinessownersinterviewedwereawareof,andsupportiveof,on‐the‐jobtrainingprograms.Someintervieweesdescribedtrainingprogramsthatmightbebeneficialtosmallbusinesses.Forexample:

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysaid,“Yes,moreon‐the‐job‐trainingwillhelpnewbusinessesandretainlaborersthatareskilled.”[#23]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthateventhoughshehasnopersonalexperiencewiththisprogramshebelievesthaton‐the‐jobtrainingisbeneficialinallareas.[#25]

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthaton‐the‐jobtrainingprogramswouldbehelpfulforsmallbusinesses.[#28]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanysaid,“Yes,moreon‐the‐job‐trainingwillhelpnewbusinessesandretainlaborersthatareskilled.”[#30]

Whenaskedabouton‐the‐jobtraining,theBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanyexpressed,“Itwouldbeawesometohave.”[#32]

TheBlackAmericanmaleownerofanHVACcompanysaid,“Yes,moreon‐the‐job‐trainingwillhelp.”[#33]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthaton‐the‐jobtrainingwasuseful.[#34]

Whenaskedifon‐the‐jobtrainingprogramswouldbehelpfulforsmallbusinesses,theBlackAmericanmaleownerofaflooringcompanysaid,“No,thatwouldcostmore,andmoneywouldhavetocomefromsomewhere,creatingmorestrainonmybusiness.”[#37]

Whenaskedifon‐the‐jobtrainingprogramswouldbehelpfulforsmallbusinesses,theBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanysaid,“Yes,becauseIhirefromtheprobationsystemtohelpinmateswhohaveservedtheirtimeandaretryingtoreestablishthemselvesbackintonormallife.”[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanysaid,“Yes,moreon‐the‐job‐trainingwillhelpnewbusinesses.”[#39]

Mentor‐protégé relationships. Somebusinessownershadfavorablecommentsaboutmentor‐protégéprogramsandbelievedtheyarehelpful.Forexample:

Whenaskedifmentor‐protégérelationshipswouldbehelpfulforsmallbusinesses,theBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmindicatedheparticipatedwiththeSCOREprograminVirginiaBeach,andtheyhelpedhimfindoutwhatresourceswereavailable,likewritingabusinessplanorfinancing.[#4]

TheAsianPacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmstated,“Iwouldlovetogetinamentor‐protégéprogram.Ihavenotdonethatyet.”[#20]

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Whenaskedifamentor‐protégérelationshipwouldbehelpfultosmallbusinesses,thenon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaid,“I’veheardofthese,butdon’tknowaboutthem.”[#22]

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysaid,“Yes,dependsonthementorschosenandhoweffectivetheycanbeforthementee.”[#23]

TheminorityfemaleownerofanMBE‐,WBE‐,SBE‐,andSWaM‐certifiedconstructionstaffingcompanyexpressed,“Iwouldliketohaveamentor‐protégérelationshipwitharoofingcompanytosubmitforSDOVbusiness.”[#24]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthat,eventhoughshehasnopersonalexperiencewiththistypeofprogram,shebelievesthatmentor‐protégérelationshipsarebeneficialtosmallbusinesses,especiallynewstartups.Shesaid,“Sometimesyoudon’tknowwhatyoudon’tknow,andhavingsomeonetoguideyouthroughthatcouldbeveryhelpful.”[#25]

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatmentor‐protégérelationshipswouldbehelpfulforsmallbusinesses.[#28]

Whenaskedifamentor‐protégérelationshipwouldbehelpful,theBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanysaid,“Yes,alotofsmallminority‐ownedbusinessesneedtobeshowntheropes.”[#30]

TheBlackAmericanmaleownerofaplumbingcompanysaid,"Yesmentor‐protégérelationshipswouldbebeneficialinordertoseeanotherpointofview."[#31]

Whenaskedaboutmentor‐protégérelationships,theBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanynotedthatmentor‐protégérelationshipswouldbegreatifbiggercompanieswouldmentor,becausehisbusinessmighthavesucceededintheprivatesector.[#32]

TheBlackAmericanmaleownerofanHVACcompanysaid,“YesbecauseIhavenobusinessbackgroundsoguidanceinweakareaswouldbebeneficial.”[#33]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatmentor‐protégérelationshipsarehelpful.[#34]

Whenaskedifmentor‐protégérelationshipswouldbehelpfulforsmallbusinesses,theBlackAmericanmaleownerofaflooringcompanysaid,“Yes,becausethey[mentors]arealreadyinthefieldtohelpmelearn.”[#37]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanysaid,“Yes,mentor‐protégérelationshipswouldbegood.”[#39]

Joint venture relationships. Intervieweesalsodiscussedjointventurerelationships.

Some of the business owners interviewed had favorable comments about joint venture 

programs.Forexample:

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TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysaid,“Yes,youshouldhavejointventurerelationshipsformajorprojectswithapayguarantee.”Hefindsittobegoodbecausethatwaybothbusinessesareprimecontractorsloggingperformanceasprimes.[#23]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatshehasnopersonalexperience,butgiventhepropercircumstances,itcouldbebeneficialtostartups.[#25]

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatjointventurerelationshipswouldbehelpfulforsmallbusinesses.[#28]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanysaid,“Yes,jointventurerelationshipsshouldexistformorework.”[#30]

Whenaskedaboutjointventurerelationships,theBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanynotedthathisbusinessmighthavesucceededifhehadbeenabletoformajointventurewithabiggercompany.[#32]

TheBlackAmericanmaleownerofanHVACcompanysaid,“Yes,ajointventurerelationshipbringsmorerevenues.”[#33]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatjointventurerelationshipsarehelpful.[#34]

Whenaskedifjointventurerelationshipswouldbehelpfulforsmallbusinesses,theBlackAmericanmaleownerofaflooringcompanysaid,“Yes,becauseIwouldbeabletogetthroughatleastoneprojectwiththejointventure.”[#37]

Whenaskedifjointventurerelationshipswouldbehelpfulforsmallbusinesses,theBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanysaid,“Yes,itcouldleadtosomethinggood.”[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanysaid,“Yes,thereshouldbejointventurerelationships.”[#39]

Financing assistance. Businessownershaddifferingviewsabouthowfinancingprogramshelpsmallbusinesses.Examplesofsuchcommentsinclude:

Most business owners indicated that financing assistance would be helpful to small businesses. Forexample:

TheBlackAmericanmaleownerofalandscapingandlawnmaintenancecompanysaid,“Yes,financingassistancewouldhelpalotwithperformancebonds.YouonlybuyperformancebondswhentheCityagreesthatthefirmisgoingtodothework.Itisbetternottohavethosehighexpensesuntilnecessary.”[#23]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatwithherpreviousemployershehadsomeexperiencewithinventoryfinancingprograms.Shefurtherexplainedthatshefoundthattheseprogramsareverybeneficialinthattheyallowthebusinesstostockwhattheyneedtosell.

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Shesaid,“Havinginventoryonhandsometimeswillmakethedifferencebetweenasaleandanon‐sale.”[#25]

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatfinancingassistancewouldbehelpfulforsmallbusinesses.[#28]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanysaid,“Yes,financingassistancewouldbehelpfulifandwhenneeded.”[#30]

TheBlackAmericanmaleownerofanHVACcompanysaid,“Yes,financingassistancewouldbehelpful.”[#33]

AnAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatfinancingassistancewouldbehelpful.[#34]

WhenaskediffinancingassistancewouldbehelpfulforsmallbusinessestheBlackAmericanmaleownerofaflooringcompanysaid,“Yes,financingassistancewouldbehelpful,financinghasbeenabarrierIamalwaysdeniedornotabletofindfinancingopportunities.”[#37]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanynotedthatfinancingassistancewouldbehelpfulifneeded.[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanysaid,“Yes,itwouldhelptohavefinancingassistance.”[#39]

Bonding assistance. Thestudyteamdiscussedexperienceswithbondingassistanceprogramswithintervieweesduringin‐depthinterviews.Somebusinessownerswereeitherawareoforhadparticipatedinbondingassistanceprograms.Manyotherswerenot.Examplesoftheircommentsinclude:

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysaid,“Yes,bondingassistanceisneeded.[#23]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatshebelievesbondingassistancewouldbehugelybeneficialtosmallbusinesses.Shefurtherexplainedthatherfirmhashadsomedifficultyobtainingbondssimplybecauseoffinancialreasons.Shesaid,“Ifyoudon’thave$3milliondollarsinthebank,theydon’twanttobondyoufor$3milliondollars.Ifyouhad$3milliondollarsinthebankyoumightnotnecessarilyneedthatbond.”[#25]

AHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatbondingassistancewouldbehelpfulforsmallbusinesses.[#28]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanysaid,“Yes,bondingassistancewouldbehelpful,whilewemightnotneeditnowbutprobablywillinthefuture.”[#30]

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WhenaskedaboutbondingassistancetheBlackAmericanmaleownerofanSDVO‐andSWaM‐certifiedjanitorialcompanysaid,“Itdefinitelymustbesomekindofwaytogetaroundit[bonding].”[#32]

AnAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatbondingassistancewouldbehelpful.[#34]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanysaid,“Yes,bondingassistancewouldhelp.”[#39]

Assistance in obtaining business insurance. Experienceswithbusinessinsuranceassistanceprogramswerealsodiscussedwithintervieweesduringin‐depthinterviews.

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatassistanceinobtainingbusinessinsurancewouldbebeneficial.Sheexplainedthatbusinessinsuranceisabsolutelycrucialbecauseyoudon’tknowwhatcanhappenonajobsite.Shefurtherexplainedthatnothavingpropersufficientcoveragecouldcloseyourdoors.[#25]

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatassistanceinobtainingbusinessinsurancewouldbehelpfulforsmallbusinesses.[#28]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Yes,assistanceinobtainingbusinessinsurancewouldbehelpful.”[#30]

Whenaskedifassistanceinobtainingbusinessinsurancewouldbehelpful,theAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatitwouldbe.Shefurtherexplainedthatitwouldbehelpfulforothercompanieslikeherfirmtohaveanexcellentinsurancecompanythattheycurrentlyworkwith.[#34]

Whenaskedifassistanceinobtainingbusinessinsurancewouldbehelpful,theBlackAmericanmaleownerofaflooringcompanysaid,“Yes,itwouldhelpmakeiteasiertogetjobs.”[#37]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanystated,“Yes,assistanceinobtainingbusinessinsurancecanhelp.”[#39]

Assistance in using emerging technology. Intervieweesalsodiscussedprogramsthatassistintheuseofemergingtechnology(e.g.,electronicbidding)duringin‐depthinterviews.

Some business owners said that they believe emerging technology programs assist or benefit 

small businesses.Forexample:

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysays,“Yes,assistanceinusingemergingtechnologywouldbeveryhelpful.”[#23]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatsheloveselectronicbiddingandconsidersitabenefit.[#25]

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TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatassistanceinusingemergingtechnology(e.g.,electronicbidding)wouldbehelpfulforsmallbusinesses.[#28]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Yes,assistanceinusingemergingtechnologywouldbehelpful.”[#30]

TheBlackAmericanmaleownerofanHVACcompanysaid,“Yes,assistanceinusingemergingtechnologywouldbeveryhelpful.”[#33]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatassistanceinusingemergingtechnologyisuseful.[#34]

TheBlackAmericanmaleownerofaflooringcompanysaid,"Yes,assistanceinusingemergingtechnologyisgoodandwouldbehelpfulforsmallbusinesses."[#37]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanystated,“Yes,assistanceinusingemergingtechnologywouldbeveryhelpful.”[#39]

Most interviewees indicated that they were not aware of and had not had experience in using 

emerging technology assistance programs.[Forexample,#1,#2,#3,#4,#5,#6,#7,#8,#9,#10,#11,#12,#13,#14,#15,#16,#17,#18,#19,#24,#26,#27,#29,#31,#32,#35,#36,#38]

Information on public agency contracting procedures and bidding opportunities. Mostintervieweesindicatedthatmoreinformationonpublicagencycontractingproceduresandbiddingopportunitieswouldbehelpful.

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysayseVAislimited.“Thereneedstobeeasy‐to‐findandincorporateintoafirm’sarsenaloninformationonpublicagencycontractingproceduresandbiddingopportunities.[#23]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Yes,theredefinitelyneedstobeinformationonpublicagencycontractingproceduresandbiddingopportunities.”[#30]

TheBlackAmericanmaleownerofaplumbingcompanystated,“Yes,informationonpublicagencycontractingproceduresandbiddingopportunitieswouldbehelpfulforsmallbusinesses.”[#31]

TheBlackAmericanmaleownerofanHVACcompanysaid,“Informationonpublicagencycontractingproceduresandbiddingopportunitywouldhelp.”[#33]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatinformationonpublicagencycontractingproceduresandbiddingopportunitieswouldbehelpful.[#34]

TheBlackAmericanmaleownerofaflooringcompanysaid,"Yes,informationonpublicagencycontractingproceduresandbiddingopportunitiesisneeded."[#37]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanynoted,“Yes,thereshouldbecontractingproceduresandbiddingopportunitiesmadepublic.”[#39]

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Pre‐bid conferences where subcontractors can meet primes. Somebusinessownersthoughtthatpre‐bidconferenceswereuseful,whileothersdidnot.Forexample:

Whenaskedifpre‐bidconferenceswheresubcontractorsandprimesmeetwouldbehelpfulforsmallbusinesses,theBlackAmericanmaleownerofanSBA‐andSWaM‐certifiedmechanicalcontractingfirmindicatedhehasattendedtheseandtheyarehelpful.[#4]

Whenaskedifpre‐bidconferenceswheresubcontractorsmeetprimeswouldbehelpfulforsmallbusinesses,thenon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaidhehasattendedoneheldbyaveterans’organizationandfoundittobeveryhelpful.[#22]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatpre‐bidconferenceswheresubcontractorsmeetprimeswouldbeveryhelpful.Shefurtherexplainedthatitwouldbebeneficialtoboththesubcontractorandtheprime.[#25]

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatpre‐bidconferenceswheresubcontractorsmeetprimeswouldbehelpfulforsmallbusinesses.[#28]

Anon‐Hispanicwhitemalerepresentativeofapublicly‐heldmanufacturingequipmentfirmindicatedthathisfirmattendspre‐bidconferenceswheresubcontractorsmeetprimesasasuppliertoseeiftheprimeorsubcontractorneedstheirservices.Hestated,“Itishelpfulforus.”[#29]

TheBlackAmericanmaleownerofaplumbingcompanystated,"Yes,thereshouldbepre‐bidconferenceswheresubsandprimescanmeet."[#31]

TheBlackAmericanmaleownerofanHVACcompanyexpressed,“Pre‐bidconferenceswheresubsandprimesmeetwouldhelpinexposureformorejobs.”[#33]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatpre‐bidconferenceswheresubcontractorsmeetprimeswouldbehelpful.[#34]

Anon‐Hispanicwhitemalerepresentativeofanelectricaldistributioncompanyindicatedthatpre‐bidconferenceswheresubcontractorsmeetprimeswouldbehelpful.[#35]

TheBlackAmericanmaleownerofaflooringcompanysaid,"Pre‐bidconferenceswheresubsandprimescanmeetwouldbeveryhelpfulforsmallbusinesses."[#37]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanysaid,"Yes,havingpre‐bidconferenceswheresubsandprimescanmeetwouldbehelpfulforsmallbusinesses."[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanynoted,“Pre‐bidconferenceswheresubsandprimesmeetaregood.”[#39]

Other agency outreach, such as vendor fairs and events. Somebusinessownersandmanagersreportedthatoutreachefforts,likevendorfairsandnetworkingevents,wereuseful.Othersnolongerregularlyattendthoseevents.

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Examples of positive comments about agency outreach include the following: 

Whenaskedifshehadanyfinalcommentsorrecommendationsforthecity,afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmmentioned,“TheCitycoulddoanoutreachprogram.Haveeachdirectorofthedepartmentsandhaveanoutreachprogramwheretheyintroducethemselves.Itwouldbesimilartowhatgeneralcontractorsdotoreachoutandtalktobusinesses.TheCitydoesn’treachout.Theypost,theypublicize,andtheyarenotinteracting.Haveanevent.Theyarenotwelcoming.”[#9]

Whenaskedifhehadanyfinalcommentsorrecommendationsforthecity,themalerepresentativeofanon‐Hispanicwhite‐ownedenvironmentalremediationfirmmentionedhavingindustrydaysandseminars(basedontheCity’sprojectedopportunities)tocultivaterelationships,promotehigh‐techindustry,pushknowledgetocommunitygroups,workwithorganizationsliketheNationalContractingManagementAssociationandprofessionalassociations,andsendemailblastsaboutcontractopportunitiesandnetworkingevents.[Itshouldbe]ajointeffortbetweentheCityandorganizationstoconnectwithminorityandsmallbusinesses.[#10]

Whenaskedforadditionalcommentsaboutanyothercurrentorpotentialrace/ethnicity/gender‐basedprograms,thenon‐HispanicwhitefemaleownerofapublicrelationsandmarketingfirmnotedtheCityhasn’treachedouttothemandaskedwhattheCitycandoforthemasasmallbusiness.“TheCityknowsus.”ShesuggestedthattheCityshouldcelebratethosebusinesseswhohavebeenaroundalongtimetoshowappreciation.SheaddedthatsuchacknowledgementscouldgoalongwaywithretentionofthoseVirginiaBeach‐basedsmallbusinesses.ShealsosuggestedthattheCityoreconomicdevelopersshouldinvitesmallbusinessestoaneventtomakethemawareofopportunities.Thereneedstobemorerecognition.[#15]

Thenon‐HispanicwhitemaleownerofanSBE‐andSWaM‐certifiedengineeringfirmmentioned,“Idon’tknowhowtheyreachout.Ihaven’thadaconversationwithanybodyintheCity’sSWaMprogramorDisadvantagedBusinessProgram.IknowitispartofthissubmittalthatI’llmaketoday.WehavetosubmitaplantoshowthesubconsultantsthatI’lluseandtheircertificationstatusesandI’llshowabouthowmuchrevenuewethinktheymightgetfromourcontractoveragivenyear.Ihaven’tspokenwithanybodyinthatdepartment.Theyhaven’treachedouttomeandIhaven’treachedouttothem.Iknowit’satwo‐waystreet,butIdon’tknowwhattheycandoforme.Ishouldask.”[#16]

Whenaskedifshehadanycommentsorrecommendationsaboutanyothercurrentorpotentialrace/ethnicity/gender‐basedprograms,theAsianPacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmstated,“IftheCityisnotgoingtoparticipateinSWaMthentheyneedtohostdiversityconferencesthemselvestoeducatecontractorsabouthowtodobusinesswiththeCity.Theyneedtodotheconferencesacoupletimesayear.TheyneedtoputsomerealteethintogettingsmallbusinessesworkintheCityofVirginiaBeachandnotgoingtotheirfavorites.Makingtheirfavoritesfollowtheirplan.”ShenotedtheCityhasfavoritedevelopersandcontractors,butthattheCityneedstomakethemtracktheirspendwithdiversecontractors.[#20]

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TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanynoted,“Agencyoutreachisnottooeffective.Thereisnoreturnoninvestmentsuchastime,handoutmaterials,etc.giventobuyerswhentheyprobablyjusttrashthemgoingthroughthemotions.”[#23]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatotheragencyoutreach(e.g.,vendorfairsandevents,opportunitiestomeetbuyers)wouldbebeneficial.Shesaid,“Typicallywhenyouhearaboutsomethinglikethatit’sinLasVegasorsomehotspot.”Shefurtherindicatedthatusuallythereisnothinggoingonlocally.[#25]

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatotheragencyoutreachwouldbehelpfulforsmallbusinesses.[#28]

Whenaskedifotheragencyoutreachwouldbehelpful,theBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Yes,butunlessthereisarelationshipbuilt,thereneedstobeamorepersonalinvolvement.Relationshipscounttogettingcurrentandfuturebusinessfromagenciesorprivatesectorcustomers.”[#30]

TheBlackAmericanmaleownerofaplumbingcompanynoted,"Agencyoutreachisneededandcanhelp."[#31]

TheBlackAmericanmaleownerofanHVACcompanynoted,“Yes,agencyoutreachishelpful.”[#33]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatotheragencyoutreachwouldbehelpful.[#34]

Anon‐Hispanicwhitemalerepresentativeofanelectricaldistributioncompanyindicatedthatotheragencyoutreachwouldbehelpful.[#35]

TheBlackAmericanmaleownerofaflooringcompanynotedthatagencyoutreachforvendors—likefairs,events,andopportunitiestomeetbuyers—wouldbeveryhelpful.[#37]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanynotedthatagencyoutreachwouldbegood.[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanynotedthatotheragencyoutreachwouldbehelpful.[#39]

Streamlining or simplification of bidding procedures. Severalbusinessownerssaidthatstreamliningorsimplifyingbiddingprocedureswouldbehelpful.Forexample:

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysaid,“Yestostreamliningandsimplificationofbiddingprocedure!Paperworkisakilleroftime,pricemargins,andreality.”[#23]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatstreamliningbiddingprocedureswouldbefantastic.

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Shefurtherexplainedthatsometimeagoshestartedtheprocessofstreamliningthemoststringentrequirementssothatthefirmwouldreducere‐biddingorbidrejections.[#25]

TheHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatstreamliningorsimplificationofbiddingprocedureswouldbehelpfulforsmallbusinesses.[#28]

Whenaskedifstreamliningorsimplificationofbiddingproceduresishelpful,anon‐Hispanicwhitemalerepresentativeofapublicly‐heldmanufacturingequipmentfirmstated,“It’sprettysimple.It’snotdifficult.”[#29]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Yes,streamliningofthebiddingprocedureswouldbehelpful.Thereisaneedforassistanceincompletingwhatagenciesareaskingforincompletingcontractbidpaperwork.”[#30]

Whenaskedifstreamliningofthebiddingprocedureswouldbehelpful,theBlackAmericanmaleownerofanHVACcompanystated,“Yes,togettothemeatofthematter!”[#33]

TheAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatstreamliningorsimplificationofbiddingprocedureswouldbehelpful.[#34]

Anon‐Hispanicwhitemalerepresentativeofanelectricaldistributioncompanyindicatedthatstreamliningofbiddingprocedureswouldbehelpful.[#35]

TheBlackAmericanmaleownerofaflooringcompanystated,“Yes,streamliningofthebiddingprocedurewouldbehelpful.”[#37]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanysaid,“Yes,simplificationofthebiddingprocedurewouldbehelpful!”[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanystated,“Yesstreamliningandsimplificationofbiddingprocedurewouldbeveryhelpful!”[#39]

Breaking up large contracts into smaller pieces. Thesizeofcontractsandunbundlingofcontractsweretopicsofinteresttomanyinterviewees.

Business owners indicated that breaking up large contracts into smaller components would be 

helpful. Examplesofthosecommentsincludethefollowing:

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanysaysyestobreakinguplargecontractsintosmallerpiecesitgivesmoreopportunitiestogetawards.[#23]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatbreakinguplargecontractsintosmallerpiecescouldbebeneficialforsubcontractors.Shefurtherexplainedthatitcouldalsobebeneficialtoprimesinthatanewgeneralcontractingconstructioncompanywhodoesnothavethefinancialbackingtosupportanentire$2millioncontractcouldhandleasmallerportion,e.g.$500thousand.[#25]

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AHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthatbreakinguplargecontractsintosmallerpieceswouldbehelpfulforsmallbusinesses.[#28]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Yes,breakinguplargecontractsintosmallerpieceswouldbehelpfulforsmallbusinesses.”[#30]

TheBlackAmericanmaleownerofaplumbingcompanyexpressed,“Yes,breakinguplargecontractsintosmallerpiecescangetsmallerbusinessespiecesofthework.”[#31]

TheBlackAmericanmaleownerofaServiceDisabledVeteran‐OwnedandSWaM‐certifiedjanitorialcompanywhenaskedaboutbreakinguplargecontractsintosmallerpiecessaidyes.However,heneededinterpretersandwriterswhoknewhowtobeeffectiveinbidwriting.Hebelievesitwouldbeawesometodothis.[#32]

TheBlackAmericanmaleownerofanHVACcompanysaid,“Yes,breakinguplargecontractsintosmallerpieceswouldbehelpfultobusinesseslikemyselfbecauseIcanonlydoacertainamountofwork[onthecontracts].”[#33]

AnAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatbreakinguplargecontractsintosmallerpieceswouldbehelpful.[#34]

Anon‐Hispanicwhitemalerepresentativeofanelectricaldistributioncompanyindicatedthatbreakinguplargecontractsintosmallerpieceswouldbehelpful.[#35]

TheBlackAmericanmaleownerofaflooringcompanysaid,“Yes,breakinguplargecontractsintosmallerpieceswouldbehelpful.”[#37]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanystatedyestobreakinguplargecontractsintosmallerpieces,“Iwouldlovetoseethathappen!”[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanysaid,“Yes,breakinguplargecontractsintosmallerpieceswouldbehelpful.”[#39]

Small business set‐asides. Thestudyteamdiscussedtheconceptofsmallbusinessset‐asideswithbusinessownersandmanagers.Thattypeofprogramwouldlimitbiddingforcertaincontractstofirmsqualifyingassmallbusinesses.Mostintervieweesthoughtsmallbusinessset‐asideswouldbebeneficialforsmallbusinesses.[Forexample,#11,#28,#34,#35,#37,#38,#39]

Whenaskedifsmallbusinessset‐asideswouldbehelpfulforsmallbusinessesanon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaidhehasheardthattheydothoseandthinkstheywouldbehelpful.[#22]

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanystated,“Yes,smallbusinessset‐asideslimitingcontractbidstocertifiedsmallbusinesswouldbehelpfultoleveltheplayingfield.”[#23]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatsheseessmallbusinessset‐asides(biddinglimitedto

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certifiedsmallbusinesses)ashelpfulaslongastheydon’tgooverboardwheretheybegintoset‐asidehugeproportionsofcontractsforsmallbusinessesandleaveoutthepool.Shesaid,“Ifeelstronglythateverybodydeservesanopportunityandthosewhoaregiventheopportunityshouldworkhardtoachievethat.”[#25]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Yes,smallbusinessset‐asideslimitingcontractbidstocertifiedminoritybusinesswouldgivemoreopportunities.”[#30]

Whenaskedifsmallbusinessset‐asideswouldbehelpfulforsmallbusinesses,theBlackAmericanmaleownerofaplumbingcompanystated,“Yes,smallbusinessset‐asideswouldbeahugehelp.”[#31]

TheBlackAmericanmaleownerofaServiceDisabledVeteran‐OwnedandSWaM‐certifiedjanitorialcompanygetsonprojectsbydoor‐to‐doorsolicitation,reachingouttoprimecontractorstogetsomeofthework.Hestated,“Yes,smallbusinessset‐asideswouldhelpwithlimitingcontractbidstocertifiedsmallbusiness,therearenominoritysetasidesinthisbusiness.”[#32]

TheBlackAmericanmaleownerofanHVACcompanywhenaskedifsmallbusinessset‐asidesaregood,henoted,“Itwouldmakesuresmallbusinessescanstayinbusiness.”[#33]

Mandatory subcontracting minimums. Somebusinessownersandmanagerssupportedrequiringaminimumlevelofsubcontractingonprojects.

Comments in support of mandatory subcontracting minimums include the following: 

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanystated,“Yes,mandatorysubcontractingminimumslike15‐20percentofthecontractshouldbearequirementtobesubcontractedout.”[#23]

Anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatmandatorysubcontractingminimums(requiringthataminimumpercentageofacontractbesubcontractedout)couldbehelpfulforsmallsubcontractorsaslongasitdidn’tgetoutofhandtoexcludeothers.Shesaid,“Everyonedeservesanopportunity.”[#25]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Yes,mandatorysubcontractingminimumsshouldexist.”[#30]

TheBlackAmericanmaleownerofaplumbingcompanystated,"Yes,mandatorysubcontractingminimumsshouldberequired."[#31]

TheBlackAmericanmaleownerofaServiceDisabledVeteran‐OwnedandSWaM‐certifiedjanitorialcompanystated,“Yes,mandatorysubcontractingminimumslike51percentveterancontrolforsubcontractorswouldbehelpfulforsmallbusinesses.”[#32]

Whenaskedaboutmandatorysubcontractingminimumsbeinghelpfulforsmallbusinesses,theBlackAmericanmaleownerofanHVACcompany,said,“Yes.”[#33]

AnAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatmandatorysubcontractingminimumswouldbehelpful.[#34]

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TheBlackAmericanmaleownerofaflooringcompanysaid,"Yesmandatorysubcontractingminimumswouldbeveryhelpfulforsmallbusinesses."[#37]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanysaid,"Yes,mandatorysubcontractingminimumsshoulddependonthesizeofthecontract,andwouldbehelpfulforsmallbusinesses."[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanyexpressedthatamandatorysubcontractingminimumwouldbegood.[#39]

Other measures. Somebusinessownersidentifiedotherneutralmeasuresforconsideration.Forexample:

TheAsian‐PacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmstated,“Yes,it’simportanttohaveadebriefwhetheryouwinorlosebecauseyouwanttoknowwhatyouwanttocontinuetodoandyouwanttoknowwhatyoudon’twanttodoagain.That’sextremelyimportant.Alotapeopledon’tdothatbutthat’sveryimportant.”[#20]

Arepresentativeofanarchitectureandengineeringfirmstated,“WehavebeentryingtogetthedefinitionofasmallbusinesschangedinthecommonwealthofVirginia.ThecurrentdefinitionforasmallbusinessinVirginiais250peopleregardlessofyourannualrevenue.So,youcouldhaveatrilliondollarsinrevenue,aslongasyouarelessthan250peopleyouareasmallbusiness.EverytimeItalktothecityaboutrefiningthedefinitiontomakeitreallyarepresentativeofsmallbusinesses,theyresistedtodothatbecausetheylumpsmallwomenandminoritybusinessestogetherinonebigpileintermsofhowmuchtheyreportgoestothatdisadvantagedgroup.Oncewerefinethedefinitionforasmallbusinesstheyaresayingthattheywon’tbeabletomeettheirgoals.Ithinkitisproblematicthatyoudon’treallyhaveatruedefinitionforwhatasmallbusinessis,thenyouaremisreportingthenumberofcontractsthatdogotowomenandminorities.”[MOC#2]

I. Insights Regarding Race‐ or Gender‐based Measures 

Interviewees,participantsinpublichearings,andotherindividualsmadeanumberofcommentsaboutrace‐andgender‐basedmeasuresthatpublicagenciesuse,includingMBEcontractgoals.Commentsregarded:

Supportforrace‐/ethnicity‐orgender‐basedmeasures;

TheCity’sSWaMProgram;

MBE/WBEfrontsorfraud;and

Disadvantagesoftheprogram.

Support for race‐/ethnicity‐ or gender‐based measures. Therewereafewcommentsinfavoroftherace/ethnicity/gender‐basedprograms,includingMBEcontractgoals.

WhenaskedabouthisknowledgeandexperiencewithspecificareasofprogramsorinitiativesthatmightbenefitallsmallbusinessesincludingMBE/WBE/SWaM/DBE/SBEstheBlackAmericanmaleownerofanMBE‐,VBE‐,andSWaM‐certifiedmedicalservices

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firmnotedthatODUhadaprogramthatusedtobecalledPTAC.Trainingmeetingsledbyformerbusinessowners.NorfolkandVa.Beachusedtohavejointmeetings.Theyweremoredesignedforstart‐upsthanforamorematurebusiness.[#1]

Whenaskedwhatprogramshavebeenhelpfultohissmallbusiness,aBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmmentionedSBA,BOWDCenter/VDOT,PTACandChesapeakeEconomicDevelopment.“Theyhavebeendiligentincommunication,relevantcontentandrelevantassistance.”[#7]

Whenaskedwhatprogramshavebeenhelpfultohissmallbusiness,aBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedarchitecturalfirmnoted,“Thestateagencywashelpfulwithadministrativesupport.”[#8]

Whenaskedwhatprogramshavebeenhelpfultothebusiness,thenon‐HispanicwhitefemalerepresentativeofanMBE‐,DBE‐,SBE‐,andSWaM‐certifiedNativeAmerican‐ownedenvironmentalengineeringfirmnoted,“Theseprogramsthataimtoassistsmallbusinesshavebeenhelpfulnetworkingevents,beingabletoexposeourservicestoprocurementofficersthatmightnotbeaware.DepartmentofEnergyhassummits.LabsintheDepartofEnergyarerunbyprimes,becauseeverysingleoneineachstateisranbydifferentfolks,it’sveryhardtogetwork.”[#11]

Whenaskedwhatprogramshavebeenhelpfultosmallbusinesses,thenon‐Hispanicwhitefemaleownerofastaffingagencynoted,“SBAloanandChesapeakeEconomicDevelopmentAlliancehavebeenagoodsoundingboard.Theyhavebeengoodifweneededinformationoncertainthingsinthearea.They’vebeenaresource.”[#12]

Whenaskedwhatprogramshavebeenhelpfultothebusiness,theHispanicAmericanfemaleownerofatranslationagencynotedshewasawareoftheWomen’sBusinessCenteratOldDominionUniversityandOpportunity,Inc.inNorfolkforworkforcecenterandtheworkforcecenteronthePeninsula.ShealsomentionedtheonlineSBAresources.ShealsomentionedtheChambers,specificallytheHispanicChamber.[#13]

Whenaskedwhatprogramshavebeenhelpfultothebusiness,theBlackAmericanmaleownerofabusinessmanagementconsultingfirmmentionedtheSBA;Chamber’sSCOREandsomebankinginstitutionsarestartingtobealittlebitmoreamenabletohelpingminority‐ownedbusinesswiththeirfinancingandwiththeircapitalstructures.They’vehiredpeoplewhoarelookingintothosemarkets,whichissmart.Theyarerecognizingthattheycan’tignorethatmarketforever.Therealissuethatwe’renotaddressingisthiswholeissueofdowemakesurethatwe’relevelingtheplayingfield.Attheendoftheday,evenifyouhavethecapital,evenifyou’reabletodothejob,ifyou’renotcompetingonalevelplayingfieldwitheverybodyelse,noneofitmatters.”[#17]

Whenaskedwhatprogramsthathavebeenhelpfultothebusiness,theHispanicfemaleeditorandpublisherofanewspapermentionedawarenessofSWaM,SBAloansandSCORE.[#18]

Whenaskedwhatprogramshavebeenhelpfultothebusiness,thenon‐HispanicwhitemalerepresentativeofanSBE‐andSWaM‐certifiedconsultingengineeringfirmmentionedprogramsviahighereducationinstitutionsthatconducttrainingforSBEfirms.HespecificallymentionedGeorgeMasonUniversityforDepartmentofEnergyprojects.He

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advisedthatmanyoftheprogramsaretailoredmoreforstart‐upsandthattheyneedprogramsformorematurebusinessesseekingprocurementopportunities.“Networkingforpartnershipsbetweenandagenciesandsmallbusinessesandalsotobeatechnicalresourcetosmallbusinessesthataretryingtofigureouthowtomanagetheprocurementprocess.”[#19]

Whenaskedarethereprogramsthatyoufindhelpfultosmallbusinessesincludingminorityandwomen‐ownedfirmsanon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaid,“TheCommonwealthofVirginiasendsemailsformonthlymeetings,andVirginiaBeachholdsmeetingsatthelibrary.Theyhelpbutforastart‐uptheyareoverwhelming.”[#22]

Whenaskedaboutpotentialmeasuresorprogramsthatyouareawareofthatseemparticularlyhelpfultosmallbusinessesincludingminority‐andwomen‐ownedfirms,anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthattherearefinancialprogramsthatarehelpful.SheindicatedthatAmericanExpressofferssmallbusinessfinancingandworkingcapitalforsmallbusinesses.Shefurtherexplainedthatshedoesn’tknowofanythatarenothelpful.Shestatedthatshedoesseethecertificationsashelpfulastheyallowthebusinessestogainaccesstopublicsectorjobs.[#25]

Whenaskedaboutpotentialmeasuresorprogramsthatheisawareofthatseemparticularlyhelpfultosmallbusinessesincludingminority‐andwoman‐ownedfirms.Anon‐HispanicwhitemalerepresentativeofaWBE‐certifiedtruckingcompanystated,“Ithinkbeingregisteredasawoman‐ownedbusinesshelpsusout.Especiallywithourgovernmentsideofthefreight.Theylookfortheminority‐ownedbusinessesandsupportthemverywell.Ithinkit’sbeenapositiveforus.”[#27]

Whenaskedaboutpotentialmeasuresorprogramsthatheisawareofthatseemparticularlyhelpfultosmallbusinessesincludingminority‐andwomen‐ownedfirms,aHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthathewasnotawareofanyprograms.Hesaid,“Otherthanthecertifications,youdon’tgetalotofhelp.”[#28]

Whenaskedwhatelseifanythingshouldbedonetoenhancetheavailabilityandparticipationofsmallbusinesses,includingMBE/WBE/SWaM/DBE/SBEs,theBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Supplyanddemanddriveavailabilityandparticipation.So,thereshouldbemoredemandcreatedasthereisalreadyasupplyofminoritybusinesseswhowanttoreceiveawardsandcontracts.”[#30]

Whenaskedifthereareprogramsthatareparticularlyhelpfulorunhelpful,theBlackAmericanmaleownerofanHVACcompanystated,“SWaM,MicroBusiness,TidewaterBuilders’Associationhasfreeclassesforstart‐uporjobplacement.”[#33]

AnAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmstatedthatsheisawareofsomeprogramsaimedtohelpsmallbusinessesthatarehelpful.Shesaid,“We’relookingtopartnerwithWOTC,theworkreleaseprogramforpeoplethathavebeenincarcerated.”Sheexplainedthatherfirmwillhelptotraintheseindividuals,givethemjobs,andhelpthemtobecomeproductivecitizens.ShealsostatedthatODU’s

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Women’sBusinessCenterishelpful.Shesaid,“Alotoftimessmallbusinessesdon’tknowwheretogotogetthisinformation.”SheexplainedthattheWomen’sBusinessCenterisagreatresourceforsmallbusinesses.[#34]

Anon‐Hispanicwhitemalerepresentativeofanelectricaldistributioncompanystated,“TheyareverygoodaboutgettingpricingfromSWaMdistributorsthatareavailable.”[#35]

Whenaskedifthereareprogramsthatareparticularlyhelpfulorunhelpful,theBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanynotedthatSWaMishelpful.[#38]

The City’s Small, Women‐owned, and Minority‐owned Business (SWaM) Program. TherewereseveralpositiveandcriticalcommentsabouttheSWaMprogram.

A few interviewees recommended that improvements be made in the implementation of the City’s SWaM Program. Forexample: 

WhenaskedwhatisyourexperiencewiththeCity’sSWaMprogram,oranyprogramsandwhatcommentsorrecommendationsdoyouhave,anon‐HispanicwhitefemalerepresentativeofanMBE‐certifiedHispanicAmerican‐ownedgeneralcontractingfirmstatedthatherpreviousemployerwasawoman‐ownedsmallbusiness.Shefurtherexplainedthatshedidexperiencesomebenefitsinthatthefirmreceivedfirstconsiderationforsales.Shesaid,“Iwouldsuggestthattheapplicationprocessbestreamlined.Thereasonthatthecertificationexpiredforthiscompanywasthedifficultylevelintheapplicationprocessanditjustbecamenotworthit.”[#25]

AHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmindicatedthathisexperiencewiththeCity’sSWaMprogram,oranyotherprogramshavebeenchallenging.Hestated,“Itsbidworld,theyreallydon’tcareaboutanythingelseotherthanlowestprice.Everybodyfightsforthebottom.Unlessyouwanttodosomethingforfreeorclosetoit,it’sarealchallenge.TheCityshouldmovefromlowestpricetobestquality.”[#28]

One interviewee reported a positive experience with the City’s SWaM Program. Whenaskedwhathisfirm’sexperiencewiththeCity’sSWaMprogramoranyprogramsare,anon‐Hispanicwhitemalerepresentativeofanelectricaldistributioncompanyindicatedthatitisfineasis.Hesaid,“TheyincludeSWaMvendorsalongwithus.Iftheyaremorecompetitive,theygetthebusiness.Wedon’treallyhavealotofstrongminoritydistributorslocally.”[#35] 

One business owner expressed his opinion about the lack of opportunity with the SWaM 

program.WhenaskedwhathisexperiencewiththeCity’sSWaMprogram,oranyprograms,theBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Thereisnotrueshotathavingtheopportunitytogetthebid.”[#30]

MBE/WBE/SBE fronts or fraud. SomeintervieweescommentedontheirexperienceswithoropinionsregardingpotentialMBE/WBE/SBEfrontsorfraud.

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A few interviewees reported knowledge of fronts or fraud. Someintervieweesgavefirst‐personaccountsofinstancesthattheypersonallywitnessed,whereasothersspokeofless‐specificinstancesorsecond‐handaccounts.Forexample:

Anon‐HispanicwhitemaleownerofanSDVO‐andSWaM‐certifiedgeneralcontractingfirmsaidhehasonlyseenfraudwithSDVOcertifications.[#22]

AnAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatshehasheardofMBE/WBE/SWaM/DBE/SBEsfrontsorfrauds.[#34]

ABlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanysaid,“Yes,therearefrontsbutIhavenotexperiencedfraud.”[#38]

Disadvantages of the program. AfewbusinessownerscommentedondisadvantagesoftheMBE,WBE,andSWaMprogram.

TheBlackAmericanmaleownerofaServiceDisabledVeteran‐OwnedandSWaM‐certifiedjanitorialcompanynoted,“Certificationsaremeanttobegoodbutusedinthewrongway.Theintentisgoodbutthegovernmentneedstogobacktotheoriginalintent.”[#32]

Whenaskedifthereweredisadvantagestotheprogram,theBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanysaid,“Yes,thereisgovernmentalresistancetousingminority‐certifiedcompanies.”[#38]

J. MBE/WBE/SWaM Certification 

BusinessownersandmanagersdiscussedtheprocessforMBEcertification,WBEcertification,SWaMcertificationandothercertifications,includingcommentsrelatedto:

Difficultyofbecomingcertified;

Advantagesanddisadvantagesofcertification;and

Recommendationsaboutimprovingthecertificationprocess.

Difficulty of becoming certified. Manyintervieweescommentedonhowdifficultitwastobecomecertified.Othersindicatedlackofawarenessofthecertificationprocessandthelargeamountsofpaperworkinvolved.

Some interviewees reported difficulties with or lack of awareness of the certification process 

and the large amounts of paperwork involved.Examplesofsuchcommentsincludedthefollowing:

Whenaskedifthecertificationprocesswaseasyordifficult,anon‐HispanicwhitefemaleownerofanAsianAmericanWBE‐andSWaM‐certifiedengineeringandtestingfirmnoted,“ForVirginia,it’sdifficultfortheDBEandrenewaloftheSWaMcertification.They’rejustnotveryknowledgeableororganized.Theyhaveimplementedsomenewchangessoeverything’sautomatednow.So,Ithinkthat’sastepintherightdirection,I’llgivethemthatcredit.ForMaryland,submittedit.Icantrackitonline.Theyweremissingacoupleofthings.Theycommunicatedwithme.IcouldseewhereIwasthewholetimeintheprocess,andwegotourletter.ForDelaware,evensmoother,it’snotthosefolksweren’tpaying

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attentionbecausetheyaskedformorestuffthatwasmissing,it’sjustthattheycommunicated.”[#5]

Whenaskedifthecertificationprocesswaseasyordifficult,afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmreportedtherewereseveralissueswhentheypursuedtheirmicrobusinesscertificationwiththestate.“Wehadtostartoverafewtimeswhenpaperworkwasmissing.Wehadtojumpthroughseveralhoops.”[#9]

Whenaskedifcertificationprocesswaseasyordifficult,thenon‐HispanicwhitefemalerepresentativeofanMBE‐,DBE‐,SBE‐,andSWaM‐certifiedNativeAmerican‐ownedenvironmentalengineeringfirmnotedthattherewasalotofpaperworkfortheNativeAmericancertification.Initiallytheywerewoman‐owned(thewife)thentheyswitchedtoNativeAmericanandSDVO(thehusband).[#11]

TheAsian‐PacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmnotedthecertificationprocessisnoteasy.WithherWOSBandWBENCcertificationprocesses,shebelievessheshouldalreadybecertifiedasan8afirm.Shenotedthatyouhavetodojustasmuch,ifnotmore,togetthoseassomeofthefederalcertifications.[#20]

TheBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanybelievesthatthecertificationprocessesisreasonablydifficult,definitelynoteasy.Hedoesn’tlikethepaperworkinvolvedwithgettingcertified.[#23]

Whenaskedifthecertificationprocessiseasyordifficult,aHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmsaid,“It’saroyalpain.Theinitialcertificationprocessisverychallengingwhenyouhavemultiplepartners.Therecertificationisverychallengingaswellbecauseit’ssopaperworkheavyanddriven.It’severyyearandyou’realwayshavingtosendthesamepaperworkeverytime.”Hefurtherindicatedthatthesystemisnotuserfriendlyaseachcertificationrequiresdifferentpaperwork.Hesaid,“Itcanbeburdensome.”[#28]

TheBlackAmericanmaleownerofaServiceDisabledVeteran‐OwnedandSWaM‐certifiedjanitorialcompanystated,"Thecertificationprocessisdifficultthereisalotofpaperwork,alotofquestions,makingithardtogetSDVOSBcertificationwithouttheexperienceofothercertifications."[#32]

Whenaskedifthecertificationprocessiseasyordifficult,anAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmstated,“Theamountofpaperworkassociatedwiththecertificationprocessmakesitdifficult.”[#34]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanybelievesthatthecertificationprocessesisdifficultandveryexpensive.[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanybelievesthatthecertificationprocessesaredifficult.Allofthepaperwork[time]andmoneyyouhavetoputoutforsmallbusinessisaproblem.Usually,thereisnoreturnontheinvestment(ROI).[#39]

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A few interviewees reported that the  lack of availability of the certification employees was a problem. Forexample:

Thenon‐HispanicwhitemaleownerofanSBE‐andSWaM‐certifiedengineeringfirmnoteditiseasytogetcertifiedbuthardertogetrecertified.Heexplainedthattheyrequestedlotsofdocumentsbutthere’snowaytouploadthemornocleardirectionastohowtosubmitdocuments.“It’shardtogetrecertifiedthroughtheVirginiaSWaMDepartmentwhenyoucan’tevengetsomebodyonthephone.It’sanautomatedansweringmachine.Ihaven’tfoundanycombinationofkeysthatgetsmetoalivepersonyet.”[#16]

TheminorityfemaleownerofanMBE‐,WBE‐,SBE‐,andSWaM‐certifiedconstructionstaffingcompanybelievesthatthecertificationprocessesarereasonablydifficult,definitelynoteasy.Shedoesnotlikethepaperworkinvolvedwithgettingcertified.Sheexpressed,“DBEisthehardestduetotheproblemwithreachingthecontractperson.”[#24]

Other interviewees reported that that the certification process was not difficult.[Forexample,#3,#7,#8,#25,#27]

Thenon‐Hispanicwhitemalerepresentativeofaconsultingengineeringfirmnoted,“Onceyougetontheothersideofit[certification],itwasn’tthatbad.Therearesomethatareonerous,butthat’sfine.Everyownergotaprocess.Theyhavepeoplethatthey’reaccountabletoregardingthequalityoftheirprocess.”[#19]

WhenaskedisthecertificationprocesseasyordifficulttheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanystated,“Thecertificationprocessiseasy,Ijustgoonlineandfillouttherequiredpaperwork.Thepaperworkhastobecorrectortherewillbeproblems.”[#30]

Advantages and disadvantages of MBE/WBE/SWaM certification. InterviewsandpublichearingsincludedbroaddiscussionoftheadvantagesanddisadvantagesofMBE/WBE/SWaMcertification.

Some owners of MBE‐, WBE‐, and SWaM‐certified firms indicated that certification had helped 

their businesses gain opportunities to work with the City or a prime contractor.Forexample:

WhenaskedaboutherexperiencewithherDBEcertificationanditsbenefits,anon‐HispanicwhitefemaleownerofaSWaM‐certifiedwoman‐ownedcivilengineeringfirmstated,“Absolutelycertificationhasbeenabenefit.TheDBEcertification,asIlooktomyfuturemarket,initiallyIwashopefulIwouldhavemuchmorefootinginthefederalmarketbutIthinkmybiggestgrowthopportunityisinthestateandmunicipalmarket,justbecauseoftheDBE.Iwouldbehard‐pressedatthestateleveltoworkotherthanbeingaDBE.Atthemunicipallevel,probably50‐50,dependsonwhatprojectitis.”[#3]

WhenaskedabouttheexperiencewithSWaMcertificationanditsbenefits,afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmnoted,“Itwillhelpusifwewanttoteamwithalargefirm,iftheydon’thavestructuralengineeringin‐house.Thenwecanassistorhelpsincetheyhavetomeetthosegoals.”[#9]

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WhenaskedabouttheexperiencewithSWaMcertificationexperienceanditsbenefits,thenon‐HispanicwhitefemalerepresentativeofanMBE‐,DBE‐,SBE‐,andSWaM‐certifiedNativeAmerican‐ownedenvironmentalengineeringfirmnotedthatitallowsthemtogetinthedoorandgetmorepointsinthepointsystem.[#11]

Thenon‐HispanicwhitemaleownerofanSBE‐andSWaM‐certifiedengineeringfirmnotedthattheonlybenefitofhiscertificationiswhenhe’steamingwithprimeswhohavearequirementtohavecertifiedfirmsontheirteam.[#16]

Whenaskedwhatthebenefitsofthecertificationsare,thenon‐HispanicwhitemalerepresentativeofanSBE‐andSWaM‐certifiedconsultingengineeringfirmnoted,“Itgivesusanopportunitytodoworkwithownersandclientswhohavegoalsthattheyneedtomeet.Itisnotwhatdriveswhatwedo.Thatisnotfundamentaltoourapproachofhowwedoaproject,buttherearecertainlyclientswhohavegoalstomeetandthisissomethingthatweareabletoprovidetothem.Thoughourpartoftheprojectisnormallyjusttenthsofapercent,verylittleoverallvaluedependingontheservicesthatarepackagedatthemostmaybeapercentandahalf.”[#19]

Whenaskedwhattheadvantageordisadvantagesofcertification,theBlackAmericanmaleownerofaSWaM‐certifiedlandscapingandlawnmaintenancecompanybelievesthathegetscallsforcertainjobsthatmightnototherwisecometohim.Therecanbequickresponsesforsolesourceworkthoughtheyarenotmajorjobsbutcangetcalledalot.[#23]

TheminorityfemaleownerofanMBE‐,WBE‐,SBE‐,andSWaM‐certifiedconstructionstaffingcompanybelievesthatonceshegetswithothercompaniesthesecertificationswillbeverylucrativetohercompany.[#24]

Whenaskedaretheredisadvantagesofcertification,anon‐HispanicwhitemalerepresentativeofaWBE‐andSWaM‐certifiedmechanicalcontractingfirmsaid,“No,Ican’tsayitis.Thereareabunchofphoniesouttherethat’sallIknow.Thereareabunchofcrybabiesusingveteransanddisabledpeopletogetacontract.Eitheryoucandoitoryoucan’tdoit,you’dratherstigmatizeyourselfthantotakeajob.It’seitheryouknowthebusinessoryoudon’tknowthebusiness.Idon’tseewheredisabledhasanymoreknowledgethanthepersonthat’snotdisabled,it’sallascam.”[#26]

Whenaskedwhatthebenefitsofcertificationare,anon‐HispanicwhitemalerepresentativeofaWBE‐certifiedtruckingcompanystatedthatgovernmentagenciesseekoutthosetypesofbusinesseswhetherwoman‐ownedorveteran‐owned.Hesaid,“BeforeIworkedhereIworkedforagovernmentcontractingcompanythatwasalsoawoman‐ownedbusiness.Theyreceivedalotofpositivepoints.”Heindicatedthatitwasdefinitelyapositive.[#27]

Whenaskedwhatdoyouseeasbenefitsofcertification,aHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmstated,“Itisanopportunitytoopenadoorthatisotherwiseclosedandtheremaybesomesetasideopportunities.Asayoungcompanyit’saplacetostart,afoundationifanything.Companiesshouldnotleadwithcertifications,itshouldbelastwhentalkingabouttheirfirms’qualifications.”[#28]

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Whenaskedwhatthebenefitsofcertificationare,theBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanyexpressed,“Ourcertificationgetsusmilitarycontractsthatmayhavenotcometouswithoutit.”[#30]

TheBlackAmericanmaleownerofaServiceDisabledVeteran‐OwnedandSWaM‐certifiedjanitorialcompanybelievesthattherecanbebenefitingettingcontractsfromtheStateandFederalifyoucanwinthem.[#32]

TheBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanystated,"IonlyneedonemorecertificationwhichistheRIPcertification.Itistheregistrationtogoonthemilitarybases.IhavetobecarefulwhoItalktowantingmoneytobecertifiedbecausetheychargealotofmoneytogetthecertificationdone.ItisdifficultandexpensivetogettheRIPcertification.Ifyouarenotcarefulyouwillbetakenadvantageof."[#38]

Some interviews indicated that there are limited advantages, or even disadvantages, to being 

certified.Forexample:

Whenaskedtodescribethefirmsexperiencewith[MBE/WBE/DBE/SBE]certification,aBlackAmericanmaleownerofanMBE‐,VBE‐,andSWaM‐certifiedmedicalservicesfirmreported,“ThereisnobenefitfrombeingVeteran‐ownedsofar,thereshouldn’tbeadifferentiationbetweenservice‐disabledandveteran‐owned,itshouldbemorebalanced.8agivesustheopportunitytobidwithfirmsofsimilarsize.Itteachesyouhowtocompeteinthemarketplace,givesyouexperienceinhowtoprovideyourservices.The8aprogramisn’tlongenough,bythetimeyoulearnthesystem,it’salmosttimetograduatefromtheprogramwithanother4or5years,youcouldreallyapplyyourknowledge.Theycouldhaveabettersuccessratewithalongertimeperiodintheprogram.[Wehavenot]experiencedanybenefitsofSWaMyet,wejustbecamecertifiedin2017.[#1]

WhenaskediftherearedisadvantagesofcertificationaBlackAmericanmaleownerofanSBAandSWaM‐certifiedmechanicalcontractingfirmindicated,“Itdoesn’treallyhelpmecompetebecauseIstillhavetobeabletodotheworkwithquality.”[#4]

WhenaskedaboutherexperiencewiththeirDBEcertificationanditsbenefits,anon‐HispanicwhitefemaleownerofanAsianAmericanWBE‐andSWaM‐certifiedengineeringandtestingfirmstated,“It’sabenefitonlargeVDOTprojectsbecausetheyturntousthenrealizewe’rethemostreliableaswellasthemostknowledgeableforthearea.Sometimesitdoesn’thelpuswhatsoever.”AnAsianAmericanmaleownerofaWBE‐andSWaM‐certifiedengineeringandtestingfirmadded,“It’sproject‐specific.Sometimeswhenyoumentionyou’reDBEtosomeone,theimpressionthatyougetisthatyou’renotqualified.Thereasonwhywe’reDBEistogetworknotthequalityofthework.”[#5]

Whenaskedaboutthefirmsexperienceandiftherearedisadvantageswiththecertification,aBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmexpressed,“ItconnectsmetolargerfirmswhowanttouseDBEfirms.TheDBElabelimpliessmallsizeandcapacitytodothework.TheProgramdoesn’tseemtohelpsmallbusinessestobecomecompetitiveorindependent.”[#7]

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Whenaskediftherearedisadvantagesofcertification,aBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedarchitecturalfirmstated,“I’mnotoneofthe‘Goodol’boys’.Theindustryisveryprejudiced,socertificationcansometimeslimityourwork.”[#8]

Whenaskedwhatthebenefitsofcertificationsare,theAsian‐PacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmnotedherWOSBandWBENCcertificationshavegottenherintothecorporateworldalot.Shehasn’tgottenanycontractswithherSWaMcertificationatthestateorlocallevels.SheisworkingonamajordealnowwithherSWaMbutnothingdefiniteyet.[#20]

TheBlackAmericanmaleownerofanHVACcompanydoesnotbelievethathecangetjobsfromcertification.HewasSWaMwhenhewasalocksmithbutdidnotgetanythingfromit.Hedoesnotknowifheatingandairconditioningwillbenefitfromcertifications.[#33]

Whenaskedwhatthebenefitsofcertificationare,anAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmindicatedthatasofnowshedoesnotseeabenefittotheMBEandWBEcertifications.Shestated,“Whenyou’regoingaftergovernmentcontractsthey’renotsomuchlookingatthemastheyarelookingatSWaMandDBE.They’reminorincomparisontoSWaMandDBE.Theonedisadvantageisallofthepaperworkinvolved.”[#34]

TheownerofanMBE‐,DBE‐,andSWaM‐certifiedprofessionalservicesfirmstated,“IntermsofcertificationIhaveeverylastoneofthemMBE,DBE‐,andSWaMconsultantsMicro.Ihavedoneitallandstillsometimesitseemsdifficulttogetinthedoorandhavingafaircompetitionaswellasonewhichasmallbusinesscansurviveparticularlyinthecompetitionprocess.”[MOC#3]

Recommendations about improving the certification process.Whenaskediftheyhadanyrecommendationsaboutimprovingthecertificationprocess,manyintervieweesdid.Forexample: 

Whenaskeddoyouhaveanycommentsorrecommendationsaboutanyothercurrentorpotentialrace/ethnicity/gender‐basedprograms,aBlackAmericanmaleownerofanMBE‐,VBE‐,andSWaM‐certifiedmedicalservicesfirm,henotedthereneedstobepolicychangediscussions.[#1]

Whenaskeddoyouhaveanycommentsorrecommendationsaboutanyothercurrentorpotentialrace/ethnicity/gender‐basedprograms,aBlackAmericanmaleowneroftheminority‐ownedcommercialrealestatedevelopmentfirmnoted,“Ifthecityisseriousabouthavingamoreinclusiveprogram,theymustbemoretransparent,notsayonethinganddoanotherandit’saboutopportunitiesnotset‐asides.[#2]

Whenaskedifshehadanyrecommendationsaboutimprovingthecertificationprocess,anon‐HispanicwhitefemaleownerofaSWaM‐certifiedwoman‐ownedcivilengineeringfirmnoted,“Theinitialapplicationcouldbeasis.Itwouldbeniceiftherewasamaintaineddatabasesothatyougoforyourrenewalsonanannualbasisthatyou’donlyhavetoupdatethosethingsthathavechangedinsteadofgoingthroughthewholethingagain.”[#3]

Whenaskedifshehadanyrecommendationsaboutimprovingthecertificationprocess,anon‐HispanicwhitefemaleownerofanAsianAmericanWBE‐andSWaM‐certified

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engineeringandtestingfirmnoted,“Thecommunication,Ibelievethattheinterfacethattheyhavenowislittlebitbetter.WhenIwentinforourSWaMrecertification,therewerecertainthingstheyneeded,notevenforrecertification,thiswastheyearlysubmittal.So,we’realsoconsideredamicrobusiness.Sointhatsubmittal,itsaidyouhavetogiveusthese3thingsbuttherewasnoplacetouploadthem.So,Ihadtouploadthemelsewhereandwhatdoyouknowtheycamebacktwomonthslaterandsaidyou’remissingthis,youdidn’tuploadit.Theydidn’tgolookforit.So,Ihadtogobackanduploaditagain.Asasmallbusiness,youwanttobeabletodoitinonecompleteswoop.Communicationiskey.”[#5]

Whenaskedifhehadanyrecommendationsaboutimprovingthecertificationprocess,aBlackAmericanmaleownerofaSWaM‐certifiedgeotechnicalengineeringfirmrecommendedthatsmallercompaniesshouldreceivemorehands‐onassistanceandhelpwithfinancialdocuments(taxdocuments,businessplan,administrativesupport).[#7]

Whenaskedifhehadanyrecommendationsaboutimprovingthecertificationprocess,aBlackAmericanmaleownerofaDBE‐andSWaM‐certifiedarchitecturalfirmreported,“Whenit’stimetorecertify,theyshouldgiveyouatleasta6‐monthnoticebecauseofallthepaperwork.Youreallyareoverwhelmedandyoucouldeasilyforget.”[#8]

Whenaskedifshehadanyrecommendationsaboutimprovingthecertificationprocess,afemalerepresentativeofanon‐Hispanicwhite‐ownedSWaM‐certifiedstructuralengineeringfirmnoted,“Theircustomerserviceattitudewasn’tthere.”[#9]

TheHispanicAmericanfemaleownerofatranslationagencydidn’thaveanyrecommendationsfortheCity.ShedidobservethattheCityshoulddomoretoconnectwithcertifiedfirmsandeducatethemaboutwhatthatcertificationmeansforthemandminoritybusinesscounseling.Shestated,“Onceyou’recertified,nowwhat?Thewholeprocessisalittleintimidating.Ithinkweneedtogetthewordoutmoretopeople.Wegottofindmoreincentivesforpeopletowanttobeapartofthis.Givenewerbusinessesmoredirectionandguidanceaboutnextstepsaftertheygettheirbusinesslicense.Havethemcompleteasurveytogivethecitysomeideaofhowtofollowupwiththem.Thecityshouldshowinterestintheirbusinessinsteadofjustregisteringandtakingtheirmoney.Whenyoureachouttopeople,youawakenthatcuriosity.”[#13]

Thenon‐HispanicwhitemaleownerofanSBE‐andSWaM‐certifiedengineeringfirmofferedrecommendationsaboutimprovingthecertificationprocessbyhavingsomeoneavailabletoanswerquestions.Heexpressed,“They’veaskedmeforsomeadditionalinformationontheirwebsite.Icanseeit,buttheydon’tgiveyouavehicletouploadtherequesteddocuments.”[#16]

Whenaskedifhehadanyrecommendationstoimprovethecertificationprocess,thenon‐HispanicwhitemalerepresentativeofanSBE‐andSWaM‐certifiedconsultingengineeringfirmreplied,“Hireus.”Henotedthatthey’vedoneplentyofworkintheareabutnotwiththeCityofVirginiaBeachforatleastthepasttenyears.Hementionedthathisfirmsbidonjobsbutthecitykeepshiringthesamefirmeverytime.Henotedthatiftheyarebeingaskedtoputintheefforttogetcertifiedthenthecityshouldoffercontractsfromtimetotime.“Spreadtheworkaround.Itshouldbeaboutmorethanjusthavingastableofpeoplethatsaylookatallthepeoplewegotcertified,butwe’reonlygoingtogiveoneofthemwork.That’snotfair.”[#19]

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Whenaskedifshehadanyrecommendationstoimprovethecertificationprocess,theAsian‐PacificAmericanfemaleownerofanMBE‐,WBE‐,andSWaM‐certifiedprojectmanagementfirmexpressedthecityshouldcontinueconductinginterviewsandsitevisitsaspartofthecertificationprocess.Althoughusingtheinternetisfaster,shebelievestheystillshouldseethepersonwhoissupposedtobemanagingthebusinessreallyknowswhattheyaredoingandthatthefirmisnotafront.[#20]

TheminorityfemaleownerofanMBE‐,WBE‐,SBE‐,andSWaM‐certifiedconstructionstaffingcompanystated,“TheDBEprocessshouldhaveonepersonwhoonlyhasthetasktoanswerquestionstoquickentheprocess.IttookmeoneandhalfyearstogetmyDBEbecausetherewasnooneIcouldaskquestionsatanygiventimewhenIneededanswers.”[#24]

Whenaskedifhehadanyrecommendationsaboutimprovingthecertificationprocess,anon‐HispanicwhitemalerepresentativeofaWBE‐andSWaM‐certifiedmechanicalcontractingfirmstated,“Justmakeitneutraldon’tmakeselectionsonthebasisofaperson’smentalordisabledqualifications.”[#26]

Whenaskedifhehasanyrecommendationsaboutimprovingthecertificationprocess,aHispanicAmericanmaleownerofanMBE‐andSWaM‐certifiedsecurityintegrationandgeneralcontractingfirmstatedthatthereshouldbeaholisticsystemforallcertifications.Heexplainedthatstandardizationwouldbehelpfulanditwouldreducecostandsavemoney.Hesaid,“Standardizationisthekeytoeverything.”[#28]

TheBlackAmericanmaleownerofanMBE‐andSWaM‐certifiedgaragedoorcompanyexpressed,“Therecouldbemoreassistance,morereachouttohelp,andbettercustomerserviceinhelpingtounderstandwhatisneededwiththepaperwork.”[#30]

Whenaskedifthereareanyrecommendationsforimprovingthecertificationprocess,theBlackAmericanmaleownerofaServiceDisabledVeteran‐OwnedandSWaM‐certifiedjanitorialcompanysaid,"Thereshouldbemorehelporhelponlinewhensmallminoritybusinessesaretryingtodothepaperworkbythemselves."[#32]

TheBlackAmericanmaleownerofanHVACcompanysaid,“Iwouldhavetodocertificationmyselfandassistanceorsometypeofhelpwouldbegood.”[#33]

Whenaskedifshehasanyrecommendationsaboutimprovingthecertificationprocess,anAsianAmericanfemaleownerofanMBE‐andWBE‐certifiedgeneralcontractingfirmreportedthatone‐on‐oneassistancewithbusinessownerstocompletethepaperworkwouldbehelpfulasitcanbeanoverwhelmingprocess.[#34]

Whenaskedifhehadanyrecommendationsabouttheimprovingthecertificationprocess,theBlackAmericanmaleownerofaDBE‐,MBE‐,andSWaM‐certifiedpaintingcompanysaid,“Yes,makesureyouknowwhoshouldbedoinggovernmentcontacts.Youneedtoinvestigatefraudbybadcompanies.”[#38]

TheBlackAmericanfemaleownerofanSBE‐certifiedconcretecompanysaid,“Yes,Ihaverecommendations.Theremustbeafairchanceofgettinginandnothavingstipulationsinthebidstokeepyou[minorities]out.Stopmanipulatingthebids.Ifeellikewearegettingkick‐backs,sonotafairgame.Ibelievethatlawsandrulesshouldbechangedstartingwiththelocal[municipalities].”[#39]

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APPENDIX E. 

Availability Analysis Approach   

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APPENDIX E. Availability Analysis Approach 

BBCResearch&Consulting(BBC)usedacustomcensusapproachtoanalyzetheavailabilityofminority‐ownedbusinesses;woman‐ownedbusinesses;andveteran‐ownedbusinessesforconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicesprimecontractsandsubcontractsthattheCityofVirginiaBeach(theCity)awards.AppendixEexpandsontheinformationpresentedinChapter5todescribe:

A. Availabilitydata;

B. Representativebusinesses;

C. Availabilitysurveyinstrument;

D. Surveyexecution;and

E. Additionalconsiderations.

A. Availability data 

BBCcontractedwithCustomerResearchInternational(CRI)toconducttelephonesurveyswiththousandsofbusinessestablishmentsthroughouttherelevantgeographicmarketareaforCitycontracting,whichBBCidentifiedasChesapeakeCity,NorfolkCity,PortsmouthCity,andVirginiaBeachCityinVirginia.BusinessestablishmentsthatCRIsurveyedwerebusinesseswithlocationsintherelevantgeographicmarketareathatthestudyteamidentifiedasdoingworkinfieldscloselyrelatedtothetypesofcontractsandprocurementsthattheCityawardedbetweenJuly1,2012andJune30,2017(i.e.,thestudyperiod).Thestudyteambeganthesurveyprocessbydeterminingtheworkspecializations,orsubindustries,foreachrelevantCityprimecontractandsubcontractandidentifying8‐digitDun&Bradstreet(D&B)workspecializationcodesthatbestcorrespondedtothosesubindustries.ThestudyteamthencollectedinformationaboutlocalbusinessestablishmentsthatD&Blistedashavingtheirprimarylinesofbusinesswithinthoseworkspecializations.

Aspartofthetelephonesurveyeffort,thestudyteamattemptedtocontact7,013localbusinessestablishmentsthatperformworkthatisrelevanttoCitycontracting.Thattotalincluded2,602constructionestablishments;103architectureandengineeringestablishments;2,637otherprofessionalservicesestablishments;and1,646goodsandservicesestablishments;and25establishmentswithaprimarylineofworkthatturnedouttobeoutsideofthecontractingareasrelevanttothedisparitystudy.(Those25businessestablishmentswerenotconsideredfurtheraspartoftheavailabilityanalysis.)Thestudyteamwasabletosuccessfullycontact3,238ofthosebusinessestablishments(1,145businessestablishmentsdidnothavevalidphonelistings).Ofbusinessestablishmentsthatthestudyteamcontactedsuccessfully,1,045establishmentscompletedavailabilitysurveys.

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B. Representative Businesses 

TheobjectiveofBBC’savailabilityapproachwasnottocollectinformationabouteachandeverybusinessthatisoperatingintherelevantgeographicmarketarea.Instead,itwastocollectinformationfromalarge,unbiasedsubsetoflocalbusinessesthatappropriatelyrepresentstheentirerelevantbusinesspopulation.ThatapproachallowedBBCtoestimatetheavailabilityofsmalldisadvantagedbusinessesinanaccurate,statistically‐validmanner.Inaddition,BBCdidnotdesigntheresearcheffortsothatthestudyteamwouldcontacteverylocalbusinesspossiblyperformingconstruction;architectureandengineering;otherprofessionalservices;orgoodsandserviceswork.Instead,BBCdeterminedthetypesofworkthatweremostrelevanttoCitycontractingbyreviewingprimecontractandsubcontractdollarsthatwenttodifferenttypesofbusinessesduringthestudyperiod.

FigureE‐1liststhe8‐digitworkspecializationcodeswithinconstruction;architectureandengineering;otherprofessionalservices;andgoodsandservicesthatweremostrelatedtothecontractandprocurementdollarsthattheCityawardedduringthestudyperiod,andthatBBCincludedaspartoftheavailabilityanalysis.Thestudyteamgroupedthosespecializationsintodistinctsubindustries,whicharepresentedasheadingsinFigureE‐1.

C. Availability Survey Instrument 

BBCcreatedanavailabilitysurveyinstrumenttocollectinformationfromrelevantbusinessestablishmentslocatedintherelevantgeographicmarketarea.Asanexample,thesurveyinstrumentthatthestudyteamusedwithconstructionestablishmentsispresentedattheendofAppendixE.Thestudyteammodifiedtheconstructionsurveyinstrumentslightlyforusewithestablishmentsworkinginotherindustriesinordertoreflecttermsmorecommonlyusedinthoseindustries(e.g.,thestudyteamsubstitutedthewords“primecontractor”and“subcontractor”with“primeconsultant”and“subconsultant”whensurveyingprofessionalservicesestablishments).1

Survey structure.Theavailabilitysurveyincluded14sections,andCRIattemptedtocoverallsectionswitheachbusinessestablishmentthatthestudyteamsuccessfullycontactedandthatwaswillingtocompleteasurvey.

1. Identification of purpose.ThesurveysbeganbyidentifyingtheCityasthesurveysponsoranddescribingthepurposeofthestudy.(e.g.,“TheCityisconductingasurveytodevelopalistofcompaniesinterestedinprovidingconstruction‐relatedservicestotheCityofVirginiaBeach.”)

2. Verification of correct business name.Thesurveyorverifiedthatheorshehadreachedthecorrectbusiness.Ifthebusinessnamewasnotcorrect,surveyorsaskediftherespondentknewhowtocontactthecorrectbusiness.CRIthenfollowedupwiththecorrectbusinessbasedonthenewcontactinformation(seeareas“X”and“Y”oftheavailabilitysurveyinstrument).

1BBCalsodevelopedafaxande‐mailversionofthesurveyinstrumentforbusinessestablishmentsthatpreferredtocompletethesurveyinthoseformats.

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Figure E‐1. Subindustries included in the availability analysis 

Industry Code Industry Description Industry Code Industry Description

Architecture and Engineering

Architectural and design services Engineering (Continued)07810000 Landscape counseling and planning 87119909 Professional engineer07810201 Landscape architects 87120101 Architectural engineering

07810202 Landscape counseling services 87480400 Systems analysis and engineering consulting services07810203 Landscape planning services73890600 Interior design services Environmental and planning services73890602 Interior designer 17990801 Asbestos removal and encapsulation73891800 Design services 49590302 Environmental cleanup services73891801 Design, commercial and industrial 87110101 Pollution control engineering87120000 Architectural services 87119906 Energy conservation engineering

87449904 Environmental remediation

Construction management 87480200 Urban planning and consulting services87419902 Construction management 87480201 City planning87420402 Construction project management consultant 87480204 Traffic consultant

87489904 Energy conservation consultant

Engineering 87489905 Environmental consultant87110000 Engineering services 89990703 Natural resource preservation service87110202 Mechanical engineering87110400 Construction and civil engineering Surveying and mapmaking87110401 Building construction consultant 73890802 Photogrammatic mapping87110402 Civil engineering 87130000 Surveying services87110404 Structural engineering 87139901 Photogrammetric engineering87119903 Consulting engineer 87139902 Ariel digital imaging

ConstructionBuilding construction Building construction (Continued)15210104 Repairing fire damage, single‐family houses 15420103 Commercial and office buildings, renovation and repair15220104 Dormitory construction15410000 Industrial buildings and warehouses Concrete work15419903 Food products manufacturing or packing plant construction 17710000 Concrete work15419905 Industrial buildings, new construction15419909 Renovation, remodeling and repairs: industrial buidings Concrete, asphalt, and related products15419912 Warehouse construction 14230000 Crushed and broken granite15420000 Nonresidential construction 14420000 Construction sand and gravel15420100 Commercial and office building contractors 29510000 Asphalt paving mixtures and blocks15420101 Commercial and office building, new construction 32730000 Ready‐mixed concrete15420102 Commercial and office buildings, prefabricated erection 50320503 Concrete building products

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Figure E‐1. Subindustries included in the availability analysis (Continued) 

Industry Code Industry Description Industry Code Industry Description

Construction (Continued)

Concrete, asphalt, and related products Heavy construction (Continued)

50329901 Aggregate 16119901 General contractor, highway and street construction

16119902 Highway and street maintenanceDam and marine construction 16220000 Bridge, tunnel, and elevated highway construction16290100 Dams, waterways, docks, and other marine construction 16229901 Bridge construction

16290110 Marine construction 16229902 Highway construction, elevated

16290113 Waterway construction 16239905 Pumping station construction16290000 Heavy construction

Electrical work 17710301 Blacktop (asphalt) work07820208 Electrical work 17990302 Service station equipment installation, maint., an

07829903 Telephone and telephone equipment installation 17999935 Petroleum storage tank installation, underground07829902 Fire detection and burglar alarm systems specialization07820206 General electrical contractor Masonry, drywall and stonework

17410000 Masonry and other stonework

Elevators, conveyors, and moving walkways35350000 Conveyors and conveying equipment Mechanical contracting services

17110000 Plumbing, heating, air‐conditioningExcavation 17110200 Plumbing contractors07839902 Removal services, bush and tree 17110301 Fire sprinkler system installation16110203 Grading 17110302 Irrigation sprinkler system installation16290105 Drainage system construction 17110400 Heating and air conditioning contractors16290106 Dredging contractor 17110401 Mechanical contractor16290108 Irrigation system construction 17110405 Warm air heating and air conditioning contractor16290400 Land preparation construction 76239902 Refrigeration repair service16290403 Rock removal16299903 Land clearing contractor Other construction services17940000 Excavation work 17810000 Water well drilling17949901 Excavation and grading, building construction 17990000 Special trade contractors

17950000 Wrecking and demolition work 17990103 Playground construction and equipment installation17959902 Demolition, buildings and other structures 17990105 Swimming pool construction17990900 Building site preparation 17990501 Cleaning building exteriors

49710000 Irrigation systems 49590102 Sweeping service: road, airport, parking lot, etc.

Heavy construction Painting and weatherproofing16110000 Highway and street construction 17210000 Painting and paper hanging16110200 Surfacing and paving 17210200 Commercial painting16110204 Highway and street paving contractor 17210303 Pavement marking contractor

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BBC RESEARCH & CONSULTING—FINAL REPORT  APPENDIX E, PAGE 5 

Figure E‐1. Subindustries included in the availability analysis (Continued) 

Industry Code Industry Description Industry Code Industry Description

Construction (Continued)Painting and weatherproofing (Continued) Trucking, hauling and storage

17990200 Coating, caulking, and weather, water, and fireproofing 42120000 Local trucking, without storage17990201 Caulking (construction) 42120401 Furniture moving, local: without storage17990209 Waterproofing 42129905 Dump truck haulage

42130000 Trucking, except localRoofing, siding, and flooring contractors 42139903 Contract haulers17520000 Floor laying and floor work 42149901 Furniture moving and storage, local

17610000 Roofing, siding, and sheetmetal work 42259903 Warehousing, self storage17610103 Roofing contractor17619903 Sheet metal work Water, sewer, and utility lines

17719903 Flooring contractor 16230000 Water, sewer, and utility lines16230200 Communication line and transmission tower construction

Structural metals 16230203 Telephone and communication line construction50510200 Iron and steel (ferrous) products 16230300 Water and sewer line construction

50510216 Steel 16230302 Sewer line construction16230303 Water main construction

Structural steel construction 16239906 Underground utilities contractor15419910 Steel building construction 76990403 Sewer cleaning and rodding17999932 Welding on site

76920000 Welding repair

Goods and Services

Automobiles Automobiles (Continued)37110000 Motor vehicles and car bodies 55719906 Motorcycles

37130102 Truck bodies (motor vehicles) 75140000 Passenger car rental50120000 Automobiles and other motor vehicles 75149902 Rent‐a‐car service50120100 Automotive brokers 75150000 Passenger car leasing

50120101 Automobile auction50120102 Automobiles Cleaning and janitorial services

50120403 Motorcycles 72119901 Laundry collecting and distributing outlet55110000 New and used car dealers 72170000 Carpet and upholstery cleaning

55119901 Automobiles, new and used 72190000 Laundry and garment services55119903 Trucks, tractors, and trailers: new and used 73420200 Pest control services

55210000 Used car dealers 73420202 Exterminating and fumigating55219902 Automobiles, used cars only 73420203 Pest control in structures55710000 Motorcycle dealers 73420204 Termite control

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BBC RESEARCH & CONSULTING—FINAL REPORT  APPENDIX E, PAGE 6 

Figure E‐1. Subindustries included in the availability analysis (Continued) 

Industry Code Industry Description Industry Code Industry Description

Goods and Services (Continued)

Cleaning and janitorial services (Continued) Electrical equipment and supplies (Continued)

73490104 Janitorial service, contract basis 50630000 Electrical apparatus and equipment

73499902 Cleaning service, industrial or commercial 50630206 Electrical supplies

28420000 Polishes and sanitation goods 50630600 Batteries

50870300 Cleaning and maintenance equipment and supplies 50650000 Electronic parts and equipment

50870304 Janitors' supplies 50650300 Electronic parts

59999910 Electronic parts and equipment

Communications equipment

36610102 Communication headgear, telephone Engineering equipment and precision instruments

50650200 Communication equipment 38290000 Measuring and controlling devices

59990601 Audio‐visual equipment and supplies

Equipment maintenance and repair

Computer systems and services 76992206 Hydraulic equipment repair

73780000 Computer maintenance and repair 76992501 Elevators: inspection, service, and repair

73789902 Computer peripheral equipment repair and maintenanceEvent coordination and promotion

Computers and peripherals 72990502 Party planning service50450000 Computers, peripherals, and software 73890300 Advertising, promotional, and trade show services

50459903 Computer software 73890301 Convention and show services50459905 Computers 73890308 Promoters of shows and exhibitions57340000 Computer and software stores 79220105 Entertainment promotion

79991007 Festival operation

Dining and recreational services58129903 Caterers Fencing, guardrails and signs58129906 Contract food services 17999912 Fence construction59419905 Playground equipment73890305 Exhibit construction by industrial contractors Food products, wholesale and retail82999914 Self‐defense and athletic instruction 51469902 Fish, fresh

Doors, windows, and glasswork Furniture17510201 Garage door, installation or erection 25310000 Public building and related furniture17510202 Window and door (prefabricated) installation 50210000 Furniture17930000 Glass and glazing work 50210100 Office and public building furniture52110203 Garage doors, sale and installation 50210106 Office furniture

57129904 Office furniture

Electrical equipment and supplies 57129905 Outdoor and garden furniture36990000 Electrical equipment and supplies

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BBC RESEARCH & CONSULTING—FINAL REPORT  APPENDIX E, PAGE 7 

Figure E‐1. Subindustries included in the availability analysis (Continued) 

Industry Code Industry Description Industry Code Industry Description

Goods and Services (Continued)

Heavy construction equipment Lawn and garden supplies

35310000 Construction machinery 01810105 Plants, potted: growing of

35310604 Cranes 51930202 Nursery stock

50820000 Construction and mining machinery 52610000 Retail nurseries and garden stores

50820300 General construction machinery and equipment

50820303 Cranes, construction Office equipment and supplies

50820304 Excavating machinery and equipment 50440000 Office equipment

50840400 Petroleum industry machinery 51110000 Printing and writing paper

73530000 Heavy construction equipment rental 51119902 Printing paper

73539901 Cranes and aerial lift equipment, rental or leasing 51120000 Stationery and office supplies

73590000 Equipment rental and leasing 51129902 Business forms

59991402 Photocopy machines

Industrial chemicals51910102 Fertilizer and fertilizer materials Other construction materials

32819901 Granite, cut and shaped

Industrial equipment and machinery 34440000 Sheet metalwork35610000 Pumps and pumping equipment 50230401 Carpets35630000 Air and gas compressors 50310000 Lumber, plywood, and millwork35630102 Vacuum pumps, except laboratory 50310100 Building materials, exterior50840000 Industrial machinery and equipment 50319904 Lumber: rough, dressed, and finished

50840800 Materials handling machinery 50320000 Brick, stone, and related material50850000 Industrial supplies 50329902 Brick, except refractory50850300 Valves, pistons, and fittings 50510107 Wire50870000 Service establishment equipment 50859916 Welding supplies76990500 Industrial equipment services 51980100 Paints

52110000 Lumber and other building materials

Landscape services 52110200 Door and window products07810200 Landscape services 52310200 Paint and painting supplies07820000 Lawn and garden services 52510000 Hardware stores07820203 Lawn care services 57130000 Floor covering stores07829903 Landscape contractors 57139901 Carpets52610100 Lawn and garden equipment

Other goodsLawn and garden equipment 36690100 Emergency alarms52610100 Lawn and garden equipment 39930000 Signs and advertising specialties

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BBC RESEARCH & CONSULTING—FINAL REPORT  APPENDIX E, PAGE 8 

Figure E‐1. Subindustries included in the availability analysis (Continued) 

Industry Code Industry Description Industry Code Industry Description

Goods and Services (Continued)

Other goods (Continued) Parking services

50460306 Restaurant equipment and supplies 72991105 Valet parking

50479901 Industrial safety devices: first aid kits and masks 75210000 Automobile parking

50499903 Law enforcement equipment and supplies 75210101 Parking lots

50519903 Foundry products

50640203 Radios Petroleum and petroleum products

50659903 Security control equipment and systems 59830000 Fuel oil dealers

50780200 Refrigerated beverage dispensers

50849905 Hydraulic systems equipment and supplies Plumbing and HVAC supplies50849912 Safety equipment 35850300 Heating equipment, complete50870500 Firefighting equipment 50740000 Plumbing and hydronic heating supplies50879913 Vending machines and supplies 50740300 Plumbing fittings and supplies50990300 Safety equipment and supplies 50740304 Plumbing and heating valves51720200 Engine fuels and oils 50750000 Warm air heating and air conditioning51720203 Gasoline 50750100 Air conditioning and ventilation equipment and supplies51990102 Art goods 50750102 Air filters55510400 Marine supplies and equipment 50780000 Refrigeration equipment and supplies57220000 Household appliance stores57310000 Radio, television, and electronic stores Printing, copying, and mailing59410501 Skin diving, scuba equipment and supplies 27520000 Commercial printing, lithographic59990101 Alarm signal systems 27520101 Offset printing59990200 Art and architectural supplies 27590000 Commercial printing73590600 Party supplies rental services 73310000 Direct mail advertising services73599904 Portable toilet rental 73319903 Mailing list compilers73599910 Tent and tarpaulin rental 73319904 Mailing service73829903 Protective devices, security 73319906 Mailing list brokers73891503 Sign painting and lettering shop 73891600 Mailing and messenger services76991103 Locksmith shop 73891603 Mailbox rental and related service

73899958 Subscription fulfillment services: magazine, newspaper, etc.

Other services37320000 Boatbuilding and repairing Security guard services47259903 Tours, conducted 73810100 Guard services48130201 Internet connectivity services 73810105 Security guard service56990402 Custom tailor87340000 Testing laboratories Security services89990000 Services 73820000 Security systems services

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BBC RESEARCH & CONSULTING—FINAL REPORT  APPENDIX E, PAGE 9 

Figure E‐1. Subindustries included in the availability analysis (Continued) 

Industry Code Industry Description Industry Code Industry Description

Goods and Services (Continued)

Traffic signals and street lighting Vehicle parts and supplies (Continued)

36480000 Lighting equipment 37140000 Motor vehicle parts and accessories

50130100 Automotive supplies and parts

Transit services 50150100 Automotive parts and supplies, used

41199902 Ambulance service 50840602 Engines and parts, diesel

41420000 Bus charter service, except local 50850501 Bearings

55310000 Auto and home supply stores

Uniforms, apparels, and linen 55310102 Automotive accessories

56510000 Family clothing stores 55310107 Truck equipment and parts

56610000 Shoe stores 55999905 Utility trailers

56990100 Uniforms and work clothing

56990102 Uniforms Vehicle repair

56990103 Work clothing 75389902 General truck repair

72130000 Linen supply 75490300 Towing services

72130204 Uniform supply

Waste and recycling servicesVehicle parts and supplies 49530200 Refuse collection and disposal services37130100 Truck bodies and parts

Other Professional Services

Advertising, marketing and public relations Business and market research services (Continued)73110000 Advertising agencies 87320107 Opinion research73119901 Advertising consultant 87320109 Survey service: marketing, location, etc.73190100 Transit advertising services 87410000 Management services73360000 Commercial art and graphic design 87410100 Business management87420300 Marketing consulting services 87420000 Management consulting services87430000 Public relations services 87420103 Industrial hygiene consultant87439902 Promotion service 87420104 Maintenance management consultant87439903 Public relations and publicity 87420500 Business planning and organizing services87439904 Sales promotion 87429902 Business management consultant

87429904 General management consultant

Business and market research services 87480302 Telecommunications consultant42269902 Document and office records storage73229902 Collection agency, except real estate Educational services73890000 Business services 82439903 Software training, computer73899953 Translation services 89990600 Lecturing services87320105 Market analysis or research

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BBC RESEARCH & CONSULTING—FINAL REPORT  APPENDIX E, PAGE 10 

Figure E‐1. Subindustries included in the availability analysis (Continued) 

Source:  BBC Research & Consulting. 

Industry Code Industry Description Industry Code Industry Description

Other Professional Services (Continued)

Finance and accounting Human resources and job training services (Continued)

87210200 Accounting services, except auditing 87480100 Testing services

87219901 Billing and bookkeeping service

IT and data services

Health and medical services 73710000 Custom computer programming services

80110400 Psychiatrists and psychoanalysts 73710101 Computer software systems analysis and design, custom

80110402 Psychiatrist 73710301 Computer software development

80490400 Psychologist, psychotherapist and hypnotist 73730000 Computer integrated systems design

80710000 Medical laboratories 73730200 Systems integration services

80829902 Visiting nurse service 73730201 Local area network (LAN) systems integrator

73740104 Service bureau, computer

Health and medical services (Continued) 73790200 Computer related consulting services83610100 Residential care for children 73790201 Computer hardware requirements analysis83610400 Geriatric residential care 73790202 Data processing consultant87420404 Hospital and health services consultant 73790203 Online services technology consultants89991003 Psychological consultant

Real estate managementHuman resources and job training services 65120100 Commercial and industrial building operation73610000 Employment agencies73610100 Placement agencies Scientific and medical research73610101 Executive placement 87319902 Medical research, commercial73610102 Labor contractors (employment agency)73630000 Help supply services Testing services73630103 Temporary help service 73890200 Inspection and testing services87420206 Training and development consultant

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BBC RESEARCH & CONSULTING—FINAL REPORT  APPENDIX E, PAGE 11 

3. Verification of for‐profit business status.Thesurveyoraskedwhethertheorganizationwasafor‐profitbusinessasopposedtoagovernmentornonprofitorganization(QuestionA2).Surveyorscontinuedthesurveywithbusinessesthatresponded“yes”tothatquestion.

4. Confirmation of main lines of business.BusinessesconfirmedtheirmainlinesofbusinessaccordingtoD&B(QuestionA3a).IfD&B’sworkspecializationcodeswereincorrect,businessesdescribedtheirmainlinesofbusiness(QuestionsA3b).Businesseswerealsoaskedtoidentifytheothertypesofworkthattheyperformbeyondtheirmainlinesofbusiness(QuestionA3c).BBCcodedinformationonmainlinesofbusinessandadditionaltypesofworkintoappropriate8‐digitD&Bworkspecializationcodes.

5. Locations and affiliations.Thesurveyoraskedbusinessownersormanagersiftheirbusinesseshadotherlocations(QuestionA4).Thestudyteamalsoaskedbusinessownersormanagerswheretheirbusinesseswereheadquartered(QuestionA5andA6)andiftheirbusinessesweresubsidiariesoraffiliatesofotherbusinesses(QuestionsA7andA8).

6. Past bids or work with government agencies and private sector organizations.Thesurveyoraskedaboutbidsandworkonpastgovernmentandprivatesectorcontracts.CRIaskedthosequestionsinconnectionwithprimecontractsandsubcontracts(QuestionsB1andB2).2

7. Interest in future work.Thesurveyoraskedaboutbusinesses’interestinfutureworkwiththeCity.CRIaskedthosequestionsinconnectionwithbothprimecontractsandsubcontracts(QuestionsB3andB4).3

8. Geographic area.ThesurveyoraskedwhetherbusinessesperformworkorservecustomersinVirginiaBeach(QuestionC1).

9. Year established.Thesurveyoraskedbusinessestoidentifytheapproximateyearinwhichtheywereestablished(QuestionD1).

10. Largest contracts.Thestudyteamaskedbusinessesaboutthevalueofthelargestcontractsonwhichtheyhadbidorhadbeenawardedduringthepastfiveyears.(QuestionsD2andD3).

11. Ownership.Thesurveyoraskedwhetherbusinesseswereatleast51percentownedandcontrolledbyminorities,women,veterans,orindividualswithdisabilities(QuestionsE1throughE5).Ifbusinessesindicatedthattheywereminority‐owned,theywerealsoaskedabouttherace/ethnicityofthebusiness’sownership(QuestionE3).Thestudyteamconfirmedthatinformationthroughseveralotherdatasources,including:

TheCity’sdirectoryofSmall,Woman,andMinority‐owned(SWaM)businesses;

Cityvendordata;

Cityreview;and

InformationfromD&Bandothersources.

2Neithergoodssuppliersnorservicesproviderswereaskedquestionsaboutsubcontractwork.

3Neithergoodssuppliersnorservicesproviderswereaskedquestionsaboutsubcontractwork.

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BBC RESEARCH & CONSULTING—FINAL REPORT  APPENDIX E, PAGE 12 

12. Business revenue.Thesurveyoraskedseveralquestionsaboutbusinesses’sizeintermsoftheirrevenues.Forbusinesseswithmultiplelocations,thebusinessrevenuesectionofthesurveyalsoaskedabouttheirrevenuesandnumberofemployeesacrossalllocations(QuestionsF1throughF3).

13. Potential barriers in the marketplace.Thesurveyoraskedanopen‐endedquestionconcerninggeneralinsightsaboutconditionsinthelocalmarketplace(QuestionG1).Inaddition,thesurveyincludedaquestionaskingwhetherrespondentswouldbewillingtoparticipateinafollow‐upinterviewaboutconditionsinthelocalmarketplace(QuestionG2).

14. Contact information.Thesurveyconcludedwithquestionsabouttheparticipant’snameandpositionwiththeorganization(QuestionsH1andH2).

D. Survey Execution 

CRIconductedallsurveysin2018.CRImadeuptoeightattemptsduringdifferenttimesofthedayandondifferentdaysoftheweektosuccessfullyreacheachbusinessestablishment.CRIattemptedtosurveyacompanyrepresentativesuchastheowner,manager,orotherofficerwhocouldprovideaccurateanddetailedresponsestosurveyquestions.

Establishments that the study team successfully contacted.FigureE‐2presentsthedispositionofthe7,013businessestablishmentsthatthestudyteamattemptedtocontactforavailabilitysurveysandhowthatnumberresultedinthe5,868establishmentsthatthestudyteamwasabletosuccessfullycontact.

Non‐working or wrong phone numbers.SomeofthebusinesslistingsthatthestudyteampurchasedfromD&BandthatCRIattemptedtocontactwere:

Duplicatephonenumbers(77listings);

Non‐workingphonenumbers(880listings);or

Wrongnumbersforthedesiredbusinesses(188listings).

Somenon‐workingphonenumbersandwrongnumbersresultedfrombusinessesgoingoutofbusinessorchangingtheirnamesandphonenumbersbetweenthetimethatD&Blistedthemandthetimethatthestudyteamattemptedtocontactthem.

Working phone numbers.AsshowninFigureE‐2,therewere5,868businessestablishmentswithworkingphonenumbersthatCRIattemptedtocontact.CRIwasunsuccessfulincontactingmanyofthosebusinessesforvariousreasons:

CRIcouldnotreachanyoneaftereightattemptsatdifferenttimesofthedayandondifferentdaysoftheweekfor2,280establishments.

CRIcouldnotreacharesponsiblestaffmemberafterfiveattemptsatdifferenttimesofthedayondifferentdaysoftheweekfor345establishments.

CRIcouldnotconducttheavailabilitysurveyduetolanguagebarriersforfiveestablishments.

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BBC RESEARCH & CONSULTING—FINAL REPORT  APPENDIX E, PAGE 13 

Figure E‐2. Disposition of attempts to survey business establishments 

Note: 

Availability analysis results are based on a representative, unbiased, and statistically‐valid subset of the relevant business population. 

 

Source: 

2017‐18 availability surveys. 

Thus,CRIwasabletosuccessfullycontact3,238businessestablishments.

Establishments included in the availability database. FigureE‐3presentsthedispositionofthe3,238businessestablishmentsthatCRIsuccessfullycontactedandhowthatnumberresultedinthe659businessesthatthestudyteamincludedintheavailabilitydatabaseandthatthestudyteamconsideredpotentiallyavailableforCitywork.

Figure E‐3. Disposition of successfully contacted business establishments 

Note: 

Availability analysis results are based on a representative, unbiased, and statistically‐valid subset of the relevant business population. 

 

Source: 

2017‐18 availability surveys. 

Establishments not interested in discussing availability for City work.Ofthe3,238businessestablishmentsthatthestudyteamsuccessfullycontacted,1,986establishmentswerenotinterestedindiscussingtheiravailabilityforCitywork.Inaddition,BBCsenthardcopyfaxore‐mailavailabilitysurveysuponrequestbutdidnotreceivecompletedsurveysfrom207establishments.Intotal,1,045successfully‐contactedbusinessestablishmentscompletedavailabilitysurveys.

Establishments available for City work.ThestudyteamdeemedonlyaportionofthebusinessestablishmentsthatcompletedavailabilitysurveysasavailablefortheprimecontractsandsubcontractsthattheCityawardedduringthestudyperiod.Thestudyteamexcludedmanyofthebusinessestablishmentsthatcompletedsurveysfromtheavailabilitydatabaseforvariousreasons:

Beginning list 7,013

Less duplicate phone numbers 77

Less non‐working phone numbers 880

Less wrong number/business 188

Unique business listings with working phone numbers 5,868

Less no answer 2,280

Less could not reach responsible staff member 345

Less language barrier 5

Establishments successfully contacted 3,238

Number of 

Establishments

Establishments successfully contacted 3,238

Less establishments not interested in discussing availability for VB work 1,986

Less unreturned fax/email surveys 207

Establishments that completed surveys 1,045

Less not a for‐profit business 39

Less line of work outside of study scope 128

Less no interest in future work 159

Less established after study period 25

Less multiple establishments 35

Establishments potentially available for entity work 659

Number of 

Establishments

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BBCexcluded39establishmentsthatindicatedthattheirorganizationswerenotfor‐profitbusinesses.

BBCexcluded128establishmentsthatindicatedthattheirmainlinesofbusinesswereoutsideofthestudyscope.

BBCexcluded159establishmentsthatreportednotbeinginterestedineitherprimecontractingorsubcontractingopportunitieswiththeCity.

BBCexcluded25establishmentsthatreportedthattheirbusinesseswereestablishedafterthestudyperiod.

Thirty‐fiveestablishmentsrepresenteddifferentlocationsofthesamebusinesses.Priortoanalyzingresults,BBCcombinedresponsesfrommultiplelocationsofthesamebusinessintoasingledatarecord.

Afterthoseexclusions,BBCcompiledadatabaseof659businessesthatwereconsideredpotentiallyavailableforCitywork.

Coding responses from multi‐location businesses.Responsesfromdifferentlocationsofthesamebusinesswerecombinedintoasinglesummarydatarecordaccordingtoseveralrules:

Ifanyoftheestablishmentsreportedbiddingorworkingonacontractwithinaparticularsubindustry,thestudyteamconsideredthebusinesstohavebidorworkedonacontractinthatsubindustry.

Thestudyteamcombinedthedifferentrolesofwork(i.e.,primecontractororsubcontractor)thatestablishmentsofthesamebusinessreportedintoasingleresponsecorrespondingtotheappropriatesubindustry.Forexample,ifoneestablishmentreportedthatitworksasaprimecontractorandanotherestablishmentreportedthatitworksasasubcontractor,thenthestudyteamconsideredthebusinessasavailableforbothprimecontractsandsubcontractswithintherelevantsubindustry.4

BBCconsideredthelargestcontractthatanyestablishmentsofthesamebusinessreportedhavingbidorworkedonasthebusiness’relativecapacity(i.e.,thelargestcontractforwhichthebusinesscouldbeconsideredavailable).

BBCdeterminedthenumberofemployeesforbusinessesbycalculatingthemodeorthemeanofresponsesfromitsestablishments.

BBCcodedbusinessesasminority‐owned,woman‐owned,veteran‐owned,orservice‐disabledveteran‐ownedifthemajorityofitsestablishmentsreportedsuchstatus.

E. Additional Considerations 

BBCmadeseveraladditionalconsiderationsrelatedtoitsapproachtomeasuringavailabilitytoensurethatestimatesoftheavailabilityofbusinessesforCityworkwereaccurateandappropriate.

4Neithergoodsandcommoditiessuppliersnorotherservicesproviderswereaskedquestionsaboutsubcontractwork.

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Not providing a count of all businesses available for City work.ThepurposeoftheavailabilityanalysiswastoprovidepreciseandrepresentativeestimatesofthepercentageofCitycontractingdollarsforwhichsmalldisadvantagedbusinessesareready,willing,andabletoperform.TheavailabilityanalysisdidnotprovideacomprehensivelistingofeverybusinessthatcouldbeavailableforCityworkandshouldnotbeusedinthatway.FederalcourtshaveapprovedBBC’sapproachtomeasuringavailability.Inaddition,federalregulationsaroundminority‐andwoman‐ownedbusinessprogramsrecommendsimilarapproachestomeasuringavailabilityfororganizationsimplementingbusinessassistanceprograms.

Not basing the availability analysis on certification directories, prequalification lists, or bidders lists. Federalguidancearoundmeasuringtheavailabilityofminority‐andwoman‐ownedbusinessesrecommendsdividingthenumberofminority‐andwoman‐ownedbusinessesinanorganization’scertificationdirectorybythetotalnumberofbusinessesinthemarketplace(forexample,asreportedinUnitedStatesCensusdata).Asanotheroption,organizationscouldusealistofprequalifiedbusinessesorabidderslisttoestimatetheavailabilityofminority‐andwoman‐ownedbusinessesforitsprimecontractsandsubcontracts.TheprimaryreasonwhyBBCrejectedsuchapproacheswhenmeasuringtheavailabilityofbusinessesforCityworkisthatdividingasimpleheadcountofcertifiedbusinessesbythetotalnumberofbusinessesdoesnotaccountforbusinesscharacteristicsthatarecrucialtoestimatingavailabilityaccurately.ThemethodologythatBBCusedinthisstudytakesacustomcensusapproachtomeasuringavailabilityandaddsseverallayersofrefinementtoasimpleheadcountapproach.Forexample,theavailabilitysurveysthatthestudyteamconductedprovideddataonqualifications,relativecapacity,andinterestinCityworkforeachbusiness,whichallowedBBCtotakeamoredetailedapproachtomeasuringavailability.Courtcasesinvolvingimplementationsofminority‐andwoman‐ownedbusinessprogramshaveapprovedtheuseofsuchapproachestomeasuringavailability.

Selection of specific subindustries.Definingsubindustriesbasedonspecificworkspecializationcodes(e.g.,D&Bindustrycodes)isastandardstepinanalyzingbusinessesinaneconomicsector.Governmentandprivatesectoreconomicdataaretypicallyorganizedaccordingtosuchcodes.Aswithanysuchresearch,therearelimitationswhenchoosingspecificD&Bworkspecializationcodestodefinesetsofestablishmentstobesurveyed.Forexample,itwasnotpossibleforBBCtoincludeallbusinessespossiblydoingworkinrelevantindustrieswithoutconductingsurveyswithnearlyeverybusinesslocatedintherelevantgeographicmarketarea.Inaddition,someindustrycodesareimpreciseandoverlapwithotherbusinessspecialties.Somebusinessesspanseveraltypesofwork,evenataverydetailedlevelofspecificity.Thatoverlapcanmakeclassifyingbusinessesintosinglemainlinesofbusinessdifficultandimprecise.Whenthestudyteamaskedbusinessownersandmanagerstoidentifytheirmainlinesofbusiness,theyoftengavebroadanswers.Forthoseandotherreasons,BBCcollapsedworkspecializationcodesintobroadersubindustriestomoreaccuratelyclassifybusinessesintheavailabilitydatabase.

Non‐response. Ananalysisofnon‐responseconsiderswhetherbusinessesthatwerenotsuccessfullysurveyedaresystematicallydifferentfromthosethatweresuccessfullysurveyedandincludedinthefinaldataset.Thereareopportunitiesfornon‐responsebiasinanysurveyeffort.Thestudyteamconsideredthepotentialfornon‐responsedueto:

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Researchsponsorship;

Workspecializations;and

Languagebarriers.

Research sponsorship.SurveyorsintroducedthemselvesbyidentifyingtheCityasthesurveysponsor,becausebusinessesmaybelesslikelytoanswersomewhatsensitivebusinessquestionsifthesurveyorwasunabletoidentifythesponsor.Inpastsurveyefforts—particularlythoserelatedtoavailabilityanalyses—BBChasfoundthatidentifyingthesponsorsubstantiallyincreasesresponserates.

Work specializations.Businessesinhighlymobilefields,suchastrucking,maybemoredifficulttoreachforavailabilitysurveysthanbusinessesmorelikelytoworkoutoffixedoffices(e.g.,engineeringbusinesses).Thatassertionsuggeststhatresponseratesmaydifferbyworkspecialization.Simplycountingallsurveyedbusinessesacrossworkspecializationstoestimatetheavailabilityofsmalldisadvantagedbusinesseswouldleadtoestimatesthatwerebiasedinfavorofbusinessesthatcouldbeeasilycontactedbytelephone.However,workspecializationasapotentialsourceofnon‐responsebiasintheBBCavailabilityanalysisisminimized,becausetheavailabilityanalysisexaminesbusinesseswithinparticularworkfieldsbeforecalculatingoverallavailabilityestimates.Thus,thepotentialforbusinessesinhighlymobilefieldstobelesslikelytocompleteasurveyislessimportant,becausethestudyteamcalculatedavailabilityestimateswithinthosefieldsbeforecombiningtheminadollar‐weightedfashionwithavailabilityestimatesfromotherfields.Workspecializationwouldbeagreatersourceofnon‐responsebiasifparticularsubsetsofbusinesseswithinaparticularfieldwerelesslikelythanothersubsetstobeeasilycontactedbytelephone.

Response reliability.Businessownersandmanagerswereaskedquestionsthatmaybedifficulttoanswerincludingquestionsabouttheirrevenues.Forthatreason,thestudyteamcollectedcorrespondingD&Binformationfortheirestablishmentsandaskedrespondentstoconfirmthatinformationorprovidemoreaccurateestimates.Further,respondentswerenottypicallyaskedtogiveabsolutefiguresfordifficultquestionssuchasrevenueandcapacity.Rather,theyweregivenrangesofdollarfigures.BBCexploredthereliabilityofsurveyresponsesinanumberofways.

Certification lists.BBCrevieweddatafromtheavailabilitysurveysinlightofinformationfromothersourcessuchasvendorinformationthatthestudyteamcollectedfromtheCity.Forexample,certificationdatabasesincludedataontherace/ethnicityandgenderoftheownersofcertifiedbusinesses.Thestudyteamcomparedsurveyresponsesconcerningbusinessownershipwithsuchinformation.

Contract data.BBCexaminedCitycontractdatatofurtherexplorethelargestcontractsandsubcontractsawardedtobusinessesthatparticipatedintheavailabilitysurveysforthepurposesofassessingcapacity.BBCcomparedsurveyresponsesaboutthelargestcontractsthatbusinesseswonduringthepastfiveyearswithactualCitycontractdata.

City review.TheCityreviewedcontractandvendordatathatthestudyteamcollectedandcompiledaspartoftheavailabilityanalysisandprovidedfeedbackregardingitsaccuracy.

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Availability Survey Instrument [Construction] 

Hello. My name  is [interviewer name] from Customer Research  International. We are calling on behalf of the City of Virginia Beach. This is not a sales call. The City is conducting a survey to develop a list of companies interested in providing construction‐related services to the City of Virginia Beach. The survey should take between 10 and 15 minutes to complete. Who can I speak with to get the information that we need from your firm? 

[AFTERREACHINGANAPPROPRIATELYSENIORSTAFFMEMBER,THEINTERVIEWERSHOULDREINTRODUCETHEPURPOSEOFTHESURVEYANDBEGINWITHQUESTIONS.]

[IFASKED,THEINFORMATIONDEVELOPEDINTHESEINTERVIEWSWILLADDTOEXISTINGDATAONCOMPANIESINTERESTEDINWORKINGWITHTHECITY]

X1. I have a few basic questions about your company and the type of work you do. Can you 

confirm that this is [firm name]? 

1=RIGHT COMPANY – SKIP TO A1 

2=NOT RIGHT COMPANY 

99=REFUSE TO GIVE INFORMATION – TERMINATE 

Y1. What is the name of this firm? 

1=VERBATIM 

Y2. Can you give me any information about [new firm name]? 

1=Yes, same owner doing business under a different name – SKIP TO Y4 

2=Yes, can give information about named company 

3=Company bought/sold/changed ownership – SKIP TO Y4 

98=No, does not have information – TERMINATE 

99=Refused to give information – TERMINATE 

Y3. Can you give me the complete address or city for [new firm name]? 

[NOTE TO INTERVIEWER ‐ RECORD IN THE FOLLOWING FORMAT]: 

. STREET ADDRESS  

. CITY 

. STATE 

. ZIP 

1=VERBATIM 

   

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Y4. Can you give me the name of the owner or manager of [new firm name]? 

[ENTER UPDATED NAME] 

1=VERBATIM 

Y5. Can I have a telephone number for him/her? 

[ENTER UPDATED PHONE] 

1=VERBATIM 

Y6. Do you work for this new company? 

1=YES 

2=NO – TERMINATE 

A2. Let me confirm that [firm name/new firm name] is a for‐profit business, as opposed to a non‐profit organization, a foundation, or a government office. Is that correct? 

1=Yes, a business 

2=No, other – TERMINATE 

A3a. Let me also confirm what kind of business this is. The information we have from Dun & 

Bradstreet indicates that your main line of business is [SIC Code description]. Is that correct? 

[NOTE TO INTERVIEWER – IF ASKED, DUN & BRADSTREET OR D&B, IS A COMPANY THAT COMPILES 

INFORMATION ON BUSINESSES THROUGHOUT THE COUNTRY] 

1=Yes – SKIP TO A3c 

2=No 

98=(DON'T KNOW) 

99=(REFUSED) 

A3b. What would you say is the main line of business at [firm name/new firm name]? 

[NOTE TO INTERVIEWER – IF RESPONDENT INDICATES THAT FIRM’S MAIN LINE OF BUSINESS IS 

“GENERAL CONSTRUCTION” OR GENERAL CONTRACTOR,” PROBE TO FIND OUT IF MAIN LINE OF 

BUSINESS IS CLOSER TO BUILDING CONSTRUCTION OR HIGHWAY AND ROAD CONSTRUCTION.] 

1=VERBATIM 

A3c. What other types of work, if any, does your business perform? 

[ENTER VERBATIM RESPONSE] 

1=VERBATIM   

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A4. Is this the sole location for your business, or do you have offices in other locations? 

1=Sole location – SKIP TO A7 

2=Have other locations 

98=(DON'T KNOW) 

99=(REFUSED) 

A5. Is this location the headquarters for your business, or is your business headquartered at 

another location? 

[CONFIRM LOCATION FOR ALL PARTICIPANTS] 

1=Headquartered here – SKIP TO A7 

2=Headquartered at another location 

98=(DON'T KNOW) 

99=(REFUSED) 

A6. What is the city and state of your business’ headquarters? 

(ENTER VERBATIM CITY, ST) 

1=VERBATIM 

A7. Is your company a subsidiary or affiliate of another firm? 

1=Independent – SKIP TO B1 

2=Subsidiary or affiliate of another firm 

98=(DON'T KNOW) – SKIP TO B1 

99=(REFUSED) – SKIP TO B1 

A8. What is the name of your parent company? 

1=VERBATIM 

98=(DON'T KNOW) 

99=(REFUSED) 

   

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B1. Next, I have a few questions about your company’s role in doing work or providing 

materials related to construction, maintenance, or design. During the past five years, has your 

company submitted a bid or received an award for any part of a contract as either a prime 

contractor or subcontractor? 

[NOTE TO INTERVIEWER: THIS INCLUDES PUBLIC OR PRIVATE SECTOR WORK OR BIDS] 

1=Yes 

2=No – SKIP TO B3 

98=(DON'T KNOW) – SKIP TO B3 

99=(REFUSED) – SKIP TO B3 

B2. Were those bids or awards to work as a prime contractor, a subcontractor, a 

trucker/hauler, a supplier, or any other roles? 

[MULTIPUNCH] 

1=Prime contractor 

2=Subcontractor 

3=Trucker/hauler 

4=Supplier (or manufacturer) 

5= Other ‐ SPECIFY ___________________ 

98=(DON'T KNOW) 

99=(REFUSED) 

B3. Please think about future construction, maintenance, or design‐related work as you 

answer the following few questions. Is your company interested in working with the City of 

Virginia Beach as a prime contractor? 

1=Yes 

2=No 

98=(DON'T KNOW) 

99=(REFUSED) 

B4. Is your company interested in working with the City of Virginia Beach as a subcontractor, 

trucker/hauler, or supplier? 

1=Yes 

2=No 

98=(DON'T KNOW) 

99=(REFUSED) 

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C1. Now I’m interested in the geographic area in which your company serves customers. Is 

your company able to do work or serve customers in Virginia Beach? 

1=Yes 

2=No 

98=(DON'T KNOW) 

99=(REFUSED) 

D1. About what year was your firm established?  

1=NUMERIC (1600‐2018) 

9998 = (DON'T KNOW) 

9999 = (REFUSED) 

D2. What was the largest prime contract that your company bid on or was awarded during the 

past five years in either the public sector or private sector? This includes contracts not yet 

complete. 

[NOTE TO INTERVIEWER ‐ READ CATEGORIES IF NECESSARY] 

1=$100,000 or less 

2=More than $100,000 to $250,000 

3=More than $250,000 to $500,000 

4=More than $500,000 to $1 million 

5=More than $1 million to $2 million 

6=More than $2 million to $5 million 

7=More than $5 million to $10 million 

8=More than $10 million to $20 million 

9=More than $20 million to $50 million 

10=More than $50 million to $100 million 

11= More than $100 million to $200 million 

12=$200 million or greater 

97=(NONE) 

98=(DON'T KNOW) 

99=(REFUSED)/(NO PRIME BIDS)

   

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D3. What was the largest subcontract or supply contract that your company bid on or was 

awarded during the past five years in either the public sector or private sector? This includes 

contracts not yet complete. 

[NOTE TO INTERVIEWER ‐ READ CATEGORIES IF NECESSARY] 

1=$100,000 or less 

2=More than $100,000 to $250,000 

3=More than $250,000 to $500,000 

4=More than $500,000 to $1 million 

5=More than $1 million to $2 million 

6=More than $2 million to $5 million 

7=More than $5 million to $10 million 

8=More than $10 million to $20 million 

9=More than $20 million to $50 million 

10=More than $50 million to $100 million 

11= More than $100 million to $200 million 

12=$200 million or greater 

97=(NONE) 

98=(DON'T KNOW) 

99=(REFUSED)/(NO SUB BIDS)

E1. My next questions are about the ownership of the business. A business is defined as 

woman‐owned if more than half—that is, 51 percent or more—of the ownership and control 

is by women. By this definition, is [firm name / new firm name] a woman‐owned business? 

1=Yes 

2=No 

98=(DON'T KNOW) 

99=(REFUSED) 

E2. A business is defined as minority‐owned if more than half—that is, 51 percent or more—of 

the ownership and control is by Black American, Asian American, Hispanic American, or Native 

American. By this definition, is [firm name || new firm name] a minority‐owned business? 

1=Yes 

2=No – SKIP TO E4 

98=(DON'T KNOW) – SKIP TO E4 

99=(REFUSED) – SKIP TO E4 

   

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E3. Would you say that the minority group ownership of your company is mostly Black 

American, Asian‐Pacific American, Subcontinent Asian American, Hispanic American, or Native 

American? 

1=Black American  

2=Asian Pacific American (persons whose origins are from Japan, China, Taiwan, Korea, Burma (Myanmar), Vietnam, Laos, Cambodia(Kampuchea),Thailand, Malaysia, Indonesia, the Philippines, Brunei, Samoa, Guam, the U.S. Trust Territories of the Pacific Islands (Republic of Palau), the Common‐wealth of the Northern Marianas Islands, Macao, Fiji, Tonga, Kirbati, Juvalu, Nauru, Federated States of Micronesia, or Hong Kong) 

3=Hispanic American (persons of Mexican, Puerto Rican, Cuban, Dominican, Central or South American, or other Spanish or Portuguese culture or origin, regardless of race) 

4=Native American (American Indians, Eskimos, Aleuts, or Native Hawaiians) 

5=Subcontinent Asian American (persons whose Origins are from India, Pakistan, Bangladesh, Bhutan, the Maldives Islands, Nepal or Sri Lanka) 

6=(OTHER ‐ SPECIFY) ___________________ 

98=(DON'T KNOW) 

99=(REFUSED) 

E4. A business is defined as veteran‐owned if more than half—that is, 51 percent or more—of 

the ownership and control is by a veteran of the U.S. military. By this definition, is [firm name 

|| new firm name] a veteran‐owned business? 

[NOTE TO INTERVIEWER – U.S. MILITARY SERVICES INCLUDE THE U.S. ARMY, AIR FORCE, NAVY, 

MARINES, OR COAST GUARD.] 

1=Yes 

2=No – SKIP TO F1 

98=(DON'T KNOW) – SKIP TO F1 

99=(REFUSED) – SKIP TO F1 

E5. Does that veteran owner have a physical or mental disability that resulted directly from 

their service in the U.S. military? 

1=Yes 

2=No 

98=(DON'T KNOW) 

99=(REFUSED) 

   

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F1. Just considering your location, Dun & Bradstreet lists the average annual gross revenue of 

your company to be [dollar amount]. Is that an accurate estimate for your company’s average 

annual gross revenue over the last three years? 

1=Yes – SKIP TO F3 

2=No 

98=(DON'T KNOW) – SKIP TO F3 

99=(REFUSED) – SKIP TO F3 

F2. What was the average annual gross revenue of your company over the last three years, 

just considering your location? Would you say . . .  

[READ LIST]

1=Less than $750,000 

2=$750,000 ‐ $5.5 Million 

3=$5.6 Million ‐ $7.4 Million 

4=$7.5 Million ‐ $11 Million 

5=$11.1 Million ‐ $15 Million 

6=$15.1 Million ‐ $18 Million 

7=$18.1 Million ‐ $20.5 Million 

8=$20.6 Million ‐ $24 Million 

9=$24.1 Million or more 

98= (DON'T KNOW) 

99= (REFUSED) 

F3. [ONLY IF A4 = 2] Roughly, what was the average annual gross revenue of your company, 

for all of your locations over the last three years? Would you say . . .  

[READ LIST]

1=Less than $750,000 

2=$750,000 ‐ $5.5 Million 

3=$5.6 Million ‐ $7.4 Million 

4=$7.5 Million ‐ $11 Million 

5=$11.1 Million ‐ $15 Million 

6=$15.1 Million ‐ $18 Million 

7=$18.1 Million ‐ $20.5 Million 

8=$20.6 Million ‐ $24 Million 

9=$24.1 Million or more 

98= (DON'T KNOW)

G1. We're interested in whether your company has experienced barriers or difficulties in 

Virginia Beach associated with starting or expanding a business in your industry or with 

obtaining work. Do you have any thoughts to share on these topics? 

1=VERBATIM [PROBE FOR COMPLETE THOUGHTS] 

97=(NOTHING/NONE/NO COMMENTS) 

98=(DON'T KNOW)  

99=(REFUSED) 

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G2. Would you be willing to participate in a follow‐up interview about any of those issues? 

1=Yes 

2=No 

98=(DON'T KNOW) 

99=(REFUSED) 

H1. Just a few last questions. What is your name? 

1=VERBATIM 

H2. What is your position at [firm name / new firm name]? 

1=Receptionist 

2=Owner 

3=Manager 

4=CFO 

5=CEO 

6=Assistant to Owner/CEO 

7=Sales manager 

8=Office manager 

9=President 

9=(OTHER ‐ SPECIFY) _______________ 

99=(REFUSED) 

Thank you very much for your participation. If you have any questions or concerns, please contact Lavera Tolentino, Minority Business Coordinator at the City of Virginia Beach at telephone 757‐385‐4246.  

 

Page 485: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

APPENDIX F. 

Disparity Tables 

Page 486: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Figure F-1.

Table Time period Contract area Contract role Goals

F-2 07/01/12 - 06/30/17 All industries Prime contracts and subcontracts N/A Goals and no goalsF-3 07/01/12 - 06/30/15 All industries Prime contracts and subcontracts N/A Goals and no goalsF-4 07/01/15 - 06/30/17 All industries Prime contracts and subcontracts N/A Goals and no goalsF-5 07/01/12 - 06/30/17 Construction Prime contracts and subcontracts N/A Goals and no goalsF-6 07/01/12 - 06/30/17 Architecture and engineering Prime contracts and subcontracts N/A Goals and no goalsF-7 07/01/12 - 06/30/17 Other professional services Prime contracts and subcontracts N/A Goals and no goalsF-8 07/01/12 - 06/30/17 Goods and services Prime contracts and subcontracts N/A Goals and no goalsF-9 07/01/12 - 06/30/17 All industries Prime contracts N/A Goals and no goalsF-10 07/01/12 - 06/30/17 All industries Subcontracts N/A Goals and no goalsF-11 07/01/12 - 06/30/17 All industries Prime contracts and subcontracts N/A SWaM GoalsF-12 07/01/12 - 06/30/17 All industries Prime contracts and subcontracts N/A No goalsF-13 07/01/12 - 06/30/17 All industries Prime contracts Large Goals and no goalsF-14 07/01/12 - 06/30/17 All industries Prime contracts Small Goals and no goals

CharacteristicsContract Size

Page 487: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Figure F-2.Time period: 07/01/2012 - 06/30/2017Contract area: All industriesContract role: Prime contracts and subcontractsContract size: N/AGoals: Goals and no goals

(1) All businesses 26,322 $1,176,459 $1,176,459

(2) Minority and woman-owned businesses 7,429 $221,800 $221,800 18.9 25.2 -6.4 74.7

(3) Non-Hispanic white woman-owned 3,838 $95,902 $95,902 8.2 13.3 -5.1 61.5

(4) Minority-owned 3,591 $125,898 $125,898 10.7 12.0 -1.3 89.4

(5) Asian American-owned 339 $65,543 $66,330 5.6 0.8 4.9 200+

(6) Black American-owned 3,033 $52,414 $53,043 4.5 8.1 -3.6 55.9

(7) Hispanic American-owned 105 $6,219 $6,293 0.5 2.7 -2.2 19.5

(8) Native American-owned 42 $229 $231 0.0 0.4 -0.4 5.1

(9) Unknown minority-owned 72 $1,495

(10) SWAM-certified 3,061 $101,744 $101,744 8.6

(11) Non-Hispanic white woman-owned SWaM 2,181 $73,118 $73,589 6.3

(12) Minority-owned SWAM 858 $27,974 $28,155 2.4

(13) Asian American-owned SWAM 222 $2,246 $2,301 0.2

(14) Black American-owned SWAM 514 $21,706 $22,240 1.9

(15) Hispanic American-owned SWAM 78 $3,432 $3,516 0.3

(16) Native American-owned SWAM 17 $95 $98 0.0

(17) Unknown minority-owned SWAM 27 $496

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

Page 488: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Figure F-3.Time period: 07/01/2012 - 06/30/2015Contract area: All industriesContract role: Prime contracts and subcontractsContract size: N/AGoals: Goals and no goals

(1) All businesses 16,584 $746,121 $746,121

(2) Minority and woman-owned businesses 4,397 $135,551 $135,551 18.2 24.2 -6.1 74.9

(3) Non-Hispanic white woman-owned 2,222 $61,443 $61,443 8.2 13.8 -5.6 59.7

(4) Minority-owned 2,175 $74,108 $74,108 9.9 10.4 -0.5 95.1

(5) Asian American-owned 201 $40,177 $40,863 5.5 0.5 5.0 200+

(6) Black American-owned 1,796 $28,476 $28,963 3.9 7.4 -3.6 52.2

(7) Hispanic American-owned 83 $4,000 $4,068 0.5 2.1 -1.5 26.6

(8) Native American-owned 39 $210 $213 0.0 0.4 -0.4 6.7

(9) Unknown minority-owned 56 $1,245

(10) SWAM-certified 1,819 $64,875 $64,875 8.7

(11) Non-Hispanic white woman-owned SWaM 1,329 $48,305 $48,687 6.5

(12) Minority-owned SWAM 472 $16,062 $16,189 2.2

(13) Asian American-owned SWAM 135 $1,506 $1,558 0.2

(14) Black American-owned SWAM 237 $12,480 $12,908 1.7

(15) Hispanic American-owned SWAM 63 $1,570 $1,624 0.2

(16) Native American-owned SWAM 17 $95 $99 0.0

(17) Unknown minority-owned SWAM 20 $410

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

Page 489: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Figure F-4.Time period: 07/01/2015 - 06/30/2017Contract area: All industriesContract role: Prime contracts and subcontractsContract size: N/AGoals: Goals and no goals

(1) All businesses 9,738 $430,338 $430,338

(2) Minority and woman-owned businesses 3,032 $86,249 $86,249 20.0 26.9 -6.9 74.4

(3) Non-Hispanic white woman-owned 1,616 $34,458 $34,458 8.0 12.3 -4.3 65.1

(4) Minority-owned 1,416 $51,791 $51,791 12.0 14.6 -2.6 82.3

(5) Asian American-owned 138 $25,366 $25,489 5.9 1.2 4.7 200+

(6) Black American-owned 1,237 $23,938 $24,053 5.6 9.1 -3.6 61.1

(7) Hispanic American-owned 22 $2,219 $2,229 0.5 3.9 -3.4 13.1

(8) Native American-owned 3 $19 $19 0.0 0.3 -0.3 1.4

(9) Unknown minority-owned 16 $250

(10) SWAM-certified 1,242 $36,869 $36,869 8.6

(11) Non-Hispanic white woman-owned SWaM 852 $24,813 $24,910 5.8

(12) Minority-owned SWAM 386 $11,912 $11,959 2.8

(13) Asian American-owned SWAM 87 $739 $748 0.2

(14) Black American-owned SWAM 277 $9,226 $9,329 2.2

(15) Hispanic American-owned SWAM 15 $1,862 $1,882 0.4

(16) Native American-owned SWAM 0 $0 $0 0.0

(17) Unknown minority-owned SWAM 7 $86

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

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Figure F-5.Time period: 07/01/2012 - 06/30/2017Contract area: ConstructionContract role: Prime contracts and subcontractsContract size: N/AGoals: Goals and no goals

(1) All businesses 3,445 $525,979 $525,979

(2) Minority and woman-owned businesses 886 $61,948 $61,948 11.8 19.8 -8.0 59.5

(3) Non-Hispanic white woman-owned 485 $48,793 $48,793 9.3 9.6 -0.3 96.4

(4) Minority-owned 401 $13,155 $13,155 2.5 10.2 -7.7 24.6

(5) Asian American-owned 59 $1,061 $1,074 0.2 1.6 -1.4 12.8

(6) Black American-owned 257 $6,676 $6,755 1.3 5.7 -4.4 22.5

(7) Hispanic American-owned 39 $5,058 $5,117 1.0 2.8 -1.8 34.6

(8) Native American-owned 37 $207 $209 0.0 0.0 0.0 117.0

(9) Unknown minority-owned 9 $154

(10) SWAM-certified 703 $54,671 $54,671 10.4

(11) Non-Hispanic white woman-owned SWaM 387 $44,483 $44,483 8.5

(12) Minority-owned SWAM 316 $10,189 $10,189 1.9

(13) Asian American-owned SWAM 29 $768 $780 0.1

(14) Black American-owned SWAM 229 $6,328 $6,425 1.2

(15) Hispanic American-owned SWAM 37 $2,865 $2,909 0.6

(16) Native American-owned SWAM 12 $73 $75 0.0

(17) Unknown minority-owned SWAM 9 $154

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

Page 491: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Figure F-6.Time period: 07/01/2012 - 06/30/2017Contract area: Architecture and engineeringContract role: Prime contracts and subcontractsContract size: N/AGoals: Goals and no goals

(1) All businesses 1,377 $153,581 $153,581

(2) Minority and woman-owned businesses 468 $15,488 $15,488 10.1 32.6 -22.5 30.9

(3) Non-Hispanic white woman-owned 430 $13,376 $13,376 8.7 18.6 -9.9 46.9

(4) Minority-owned 38 $2,112 $2,112 1.4 14.0 -12.7 9.8

(5) Asian American-owned 6 $529 $568 0.4 0.0 0.3 200+

(6) Black American-owned 23 $1,289 $1,382 0.9 9.2 -8.3 9.8

(7) Hispanic American-owned 1 $151 $162 0.1 3.1 -3.0 3.4

(8) Native American-owned 0 $0 $0 0.0 1.7 -1.7 0.0

(9) Unknown minority-owned 8 $142

(10) SWAM-certified 431 $14,436 $14,436 9.4

(11) Non-Hispanic white woman-owned SWaM 384 $12,434 $12,752 8.3

(12) Minority-owned SWAM 34 $1,642 $1,684 1.1

(13) Asian American-owned SWAM 6 $529 $594 0.4

(14) Black American-owned SWAM 19 $819 $920 0.6

(15) Hispanic American-owned SWAM 1 $151 $170 0.1

(16) Native American-owned SWAM 0 $0 $0 0.0

(17) Unknown minority-owned SWAM 8 $142

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

Page 492: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Figure F-7.Time period: 07/01/2012 - 06/30/2017Contract area: Other professional servicesContract role: Prime contracts and subcontractsContract size: N/AGoals: Goals and no goals

(1) All businesses 5,725 $196,174 $196,174

(2) Minority and woman-owned businesses 2,785 $99,362 $99,362 50.6 26.3 24.4 192.6

(3) Non-Hispanic white woman-owned 254 $5,751 $5,751 2.9 10.3 -7.3 28.6

(4) Minority-owned 2,531 $93,611 $93,611 47.7 16.0 31.7 200+

(5) Asian American-owned 59 $62,912 $62,912 32.1 0.1 31.9 200+

(6) Black American-owned 2,441 $29,937 $29,937 15.3 10.4 4.9 146.6

(7) Hispanic American-owned 31 $761 $761 0.4 4.8 -4.4 8.1

(8) Native American-owned 0 $0 $0 0.0 0.7 -0.7 0.0

(9) Unknown minority-owned 0 $0

(10) SWAM-certified 146 $3,904 $3,904 2.0

(11) Non-Hispanic white woman-owned SWaM 87 $2,346 $2,346 1.2

(12) Minority-owned SWAM 59 $1,558 $1,558 0.8

(13) Asian American-owned SWAM 13 $326 $326 0.2

(14) Black American-owned SWAM 27 $1,014 $1,014 0.5

(15) Hispanic American-owned SWAM 19 $217 $217 0.1

(16) Native American-owned SWAM 0 $0 $0 0.0

(17) Unknown minority-owned SWAM 0 $0

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

Page 493: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Figure F-8.Time period: 07/01/2012 - 06/30/2017Contract area: Goods and servicesContract role: Prime contracts and subcontractsContract size: N/AGoals: Goals and no goals

(1) All businesses 15,775 $300,725 $300,725

(2) Minority and woman-owned businesses 3,290 $45,002 $45,002 15.0 30.3 -15.3 49.5

(3) Non-Hispanic white woman-owned 2,669 $27,982 $27,982 9.3 18.8 -9.5 49.4

(4) Minority-owned 621 $17,020 $17,020 5.7 11.4 -5.8 49.5

(5) Asian American-owned 215 $1,040 $1,119 0.4 0.1 0.2 200+

(6) Black American-owned 312 $14,511 $15,611 5.2 10.1 -4.9 51.6

(7) Hispanic American-owned 34 $248 $267 0.1 1.1 -1.0 8.1

(8) Native American-owned 5 $22 $24 0.0 0.1 -0.1 5.3

(9) Unknown minority-owned 55 $1,199

(10) SWAM-certified 1,781 $28,732 $28,732 9.6

(11) Non-Hispanic white woman-owned SWaM 1,323 $13,855 $13,997 4.7

(12) Minority-owned SWAM 449 $14,586 $14,735 4.9

(13) Asian American-owned SWAM 174 $622 $637 0.2

(14) Black American-owned SWAM 239 $13,544 $13,873 4.6

(15) Hispanic American-owned SWAM 21 $198 $203 0.1

(16) Native American-owned SWAM 5 $22 $23 0.0

(17) Unknown minority-owned SWAM 10 $200

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

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Figure F-9.Time period: 07/01/2012 - 06/30/2017Contract area: All industriesContract role: Prime contractsContract size: N/AGoals: Goals and no goals

(1) All businesses 24,701 $1,048,903 $1,048,903

(2) Minority and woman-owned businesses 7,054 $193,915 $193,915 18.5 24.5 -6.0 75.6

(3) Non-Hispanic white woman-owned 3,560 $72,813 $72,813 6.9 12.5 -5.6 55.4

(4) Minority-owned 3,494 $121,103 $121,103 11.5 11.9 -0.4 96.8

(5) Asian American-owned 323 $65,057 $65,690 6.3 0.8 5.5 200+

(6) Black American-owned 2,978 $50,923 $51,418 4.9 8.0 -3.1 61.1

(7) Hispanic American-owned 99 $3,749 $3,786 0.4 2.7 -2.4 13.2

(8) Native American-owned 37 $207 $209 0.0 0.4 -0.4 4.8

(9) Unknown minority-owned 57 $1,167

(10) SWAM-certified 2,732 $77,448 $77,448 7.4

(11) Non-Hispanic white woman-owned SWaM 1,931 $50,923 $51,115 4.9

(12) Minority-owned SWAM 792 $26,234 $26,333 2.5

(13) Asian American-owned SWAM 217 $1,957 $1,978 0.2

(14) Black American-owned SWAM 475 $20,876 $21,097 2.0

(15) Hispanic American-owned SWAM 73 $3,150 $3,183 0.3

(16) Native American-owned SWAM 12 $73 $74 0.0

(17) Unknown minority-owned SWAM 15 $177

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

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Figure F-10.Time period: 07/01/2012 - 06/30/2017Contract area: All industriesContract role: SubcontractsContract size: N/AGoals: Goals and no goals

(1) All businesses 1,621 $127,556 $127,556

(2) Minority and woman-owned businesses 375 $27,885 $27,885 21.9 31.6 -9.7 69.3

(3) Non-Hispanic white woman-owned 278 $23,089 $23,089 18.1 19.2 -1.1 94.3

(4) Minority-owned 97 $4,795 $4,795 3.8 12.4 -8.6 30.4

(5) Asian American-owned 16 $486 $522 0.4 1.0 -0.6 41.9

(6) Black American-owned 55 $1,491 $1,600 1.3 8.4 -7.2 14.9

(7) Hispanic American-owned 6 $2,469 $2,650 2.1 2.8 -0.7 75.1

(8) Native American-owned 5 $22 $24 0.0 0.2 -0.2 9.0

(9) Unknown minority-owned 15 $327

(10) SWAM-certified 329 $24,296 $24,296 19.0

(11) Non-Hispanic white woman-owned SWaM 250 $22,196 $22,530 17.7

(12) Minority-owned SWAM 66 $1,741 $1,767 1.4

(13) Asian American-owned SWAM 5 $289 $359 0.3

(14) Black American-owned SWAM 39 $830 $1,031 0.8

(15) Hispanic American-owned SWAM 5 $282 $350 0.3

(16) Native American-owned SWAM 5 $22 $27 0.0

(17) Unknown minority-owned SWAM 12 $318

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

Page 496: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Figure F-11.Time period: 07/01/2012 - 06/30/2017Contract area: All industriesContract role: Prime contracts and subcontractsContract size: N/AGoals: SWaM Goals

(1) All businesses 1,429 $468,254 $468,254

(2) Minority and woman-owned businesses 322 $53,933 $53,933 11.5 21.1 -9.6 54.6

(3) Non-Hispanic white woman-owned 243 $44,164 $44,164 9.4 10.7 -1.3 88.0

(4) Minority-owned 79 $9,768 $9,768 2.1 10.4 -8.3 20.1

(5) Asian American-owned 13 $445 $453 0.1 1.1 -1.1 8.4

(6) Black American-owned 44 $4,260 $4,334 0.9 5.5 -4.6 16.7

(7) Hispanic American-owned 8 $4,874 $4,959 1.1 3.3 -2.2 32.1

(8) Native American-owned 5 $22 $22 0.0 0.4 -0.4 1.3

(9) Unknown minority-owned 9 $166

(10) SWAM-certified 289 $48,019 $48,019 10.3

(11) Non-Hispanic white woman-owned SWaM 216 $40,473 $40,779 8.7

(12) Minority-owned SWAM 60 $7,187 $7,241 1.5

(13) Asian American-owned SWAM 5 $289 $298 0.1

(14) Black American-owned SWAM 35 $4,023 $4,149 0.9

(15) Hispanic American-owned SWAM 7 $2,687 $2,771 0.6

(16) Native American-owned SWAM 5 $22 $23 0.0

(17) Unknown minority-owned SWAM 8 $166

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

Page 497: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Figure F-12.Time period: 07/01/2012 - 06/30/2017Contract area: All industriesContract role: Prime contracts and subcontractsContract size: N/AGoals: No goals

(1) All businesses 24,893 $708,205 $708,205

(2) Minority and woman-owned businesses 7,107 $167,867 $167,867 23.7 28.0 -4.3 84.8

(3) Non-Hispanic white woman-owned 3,595 $51,738 $51,738 7.3 14.9 -7.6 49.0

(4) Minority-owned 3,512 $116,130 $116,130 16.4 13.0 3.4 125.7

(5) Asian American-owned 326 $65,098 $65,851 9.3 0.5 8.8 200+

(6) Black American-owned 2,989 $48,153 $48,710 6.9 9.7 -2.9 70.7

(7) Hispanic American-owned 97 $1,344 $1,360 0.2 2.4 -2.2 8.1

(8) Native American-owned 37 $207 $209 0.0 0.4 -0.4 7.3

(9) Unknown minority-owned 63 $1,328

(10) SWAM-certified 2,772 $53,725 $53,725 7.6

(11) Non-Hispanic white woman-owned SWaM 1,965 $32,646 $32,823 4.6

(12) Minority-owned SWAM 798 $20,788 $20,901 3.0

(13) Asian American-owned SWAM 217 $1,957 $1,999 0.3

(14) Black American-owned SWAM 479 $17,683 $18,066 2.6

(15) Hispanic American-owned SWAM 71 $745 $761 0.1

(16) Native American-owned SWAM 12 $73 $75 0.0

(17) Unknown minority-owned SWAM 19 $330

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

Page 498: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Figure F-13.Time period: 07/01/2012 - 06/30/2017Contract area: All industriesContract role: Prime contractsContract size: LargeGoals: Goals and no goals

(1) All businesses 1,121 $828,846 $828,846

(2) Minority and woman-owned businesses 148 $135,731 $135,731 16.4 21.6 -5.2 75.7

(3) Non-Hispanic white woman-owned 63 $33,979 $33,979 4.1 11.0 -6.9 37.2

(4) Minority-owned 85 $101,752 $101,752 12.3 10.6 1.7 115.7

(5) Asian American-owned 14 $62,534 $62,821 7.6 0.6 7.0 200+

(6) Black American-owned 66 $36,087 $36,253 4.4 7.0 -2.7 62.1

(7) Hispanic American-owned 4 $2,665 $2,677 0.3 2.7 -2.4 11.9

(8) Native American-owned 0 $0 $0 0.0 0.3 -0.3 0.0

(9) Unknown minority-owned 1 $466

(10) SWAM-certified 66 $45,193 $45,193 5.5

(11) Non-Hispanic white woman-owned SWaM 46 $25,705 $25,808 3.1

(12) Minority-owned SWAM 19 $19,307 $19,385 2.3

(13) Asian American-owned SWAM 1 $346 $347 0.0

(14) Black American-owned SWAM 15 $16,547 $16,614 2.0

(15) Hispanic American-owned SWAM 3 $2,414 $2,424 0.3

(16) Native American-owned SWAM 0 $0 $0 0.0

(17) Unknown minority-owned SWAM 0 $0

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization

Page 499: 2018 Disparity Study - Virginia Beach, Virginia...Final Report January 2019 2018 City of Virginia Beach Disparity Study Prepared for City of Virginia Beach Prepared by BBC Research

Figure F-14.Time period: 07/01/2012 - 06/30/2017Contract area: All industriesContract role: Prime contractsContract size: SmallGoals: Goals and no goals

(1) All businesses 23,580 $220,057 $220,057

(2) Minority and woman-owned businesses 6,906 $58,184 $58,184 26.4 35.1 -8.7 75.3

(3) Non-Hispanic white woman-owned 3,497 $38,833 $38,833 17.6 18.2 -0.6 96.7

(4) Minority-owned 3,409 $19,351 $19,351 8.8 16.9 -8.1 52.1

(5) Asian American-owned 309 $2,523 $2,618 1.2 1.4 -0.2 85.5

(6) Black American-owned 2,912 $14,836 $15,394 7.0 11.7 -4.7 59.7

(7) Hispanic American-owned 95 $1,084 $1,125 0.5 2.9 -2.4 17.8

(8) Native American-owned 37 $207 $214 0.1 0.9 -0.8 11.0

(9) Unknown minority-owned 56 $702

(10) SWAM-certified 2,666 $32,255 $32,255 14.7

(11) Non-Hispanic white woman-owned SWaM 1,885 $25,218 $25,304 11.5

(12) Minority-owned SWAM 773 $6,926 $6,950 3.2

(13) Asian American-owned SWAM 216 $1,611 $1,659 0.8

(14) Black American-owned SWAM 460 $4,329 $4,458 2.0

(15) Hispanic American-owned SWAM 70 $736 $757 0.3

(16) Native American-owned SWAM 12 $73 $76 0.0

(17) Unknown minority-owned SWAM 15 $177

Note: Numbers are rounded to the nearest thousand dollars or tenth of one percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.

Unknown minority-owned businesses and unknown MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if total dollars of Black American-owned businesses (column b, row 5) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added to column b, row 5 and the sum would be shown in column c, row 5.

Source: BBC Research & Consulting Disparity Analysis.

Numbers are rounded to the nearest thousand dollars or tenth of 1 percent. “Woman-owned” refers to non-Hispanic white woman-owned businesses.*Unknown minority-owned businesses and unknown minority-owned MWBEs were allocated to minority and MWBE subgroups proportional to the known total dollars of those groups. For example, if totaldollars of Black American-owned businesses (column b, row 6) accounted for 25 percent of total minority-owned business dollars (column b, row 4), then 25 percent of column b, row 10 would be added tocolumn b, row 6 and the sum would be shown in column c, row 6. In addition, column c was adjusted for the sampling weights for the contract elements that local agencies awarded.

(c)

total dollars

(a) (b)

(thousands)*

Estimated

Business Group

Number ofcontractelements

dollarsTotal

(thousands)

(e)(d) (g)

Disparityindex

(f)

Utilization -Availability

Availabilitypercentagepercentage

Utilization