workforce from 1990 through 2010: and persistent concernsecce workforce remains a low‐education,...

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The early childhood care and education workforce from 1990 through 2010: Changing dynamics and persistent concerns Daphna Bassok, University of Virginia, 1 Maria Fitzpatrick, Cornell University 2 Susanna Loeb, Stanford University 3 Agustina S. Paglayan, Stanford University 4 We are grateful to David Deming, Bruce Fuller, Deborah Stipek, and two anonymous referees for useful comments on previous drafts of this paper. This research was supported by a grant from the Institute of Education Sciences (R305A100574). The views expressed here are those of the authors and do not necessarily reflect the views of the University of Virginia, Cornell University, Stanford University, or IES. Any remaining errors are our own. 1 Assistant Professor, Curry School of Education, University of Virginia, 405 Emmet Street South, Charlottesville, VA 22904 ([email protected]) 2 Assistant Professor, Department of Policy Analysis and Management, Cornell University, 103 Martha Van Rensselaer Hall, Ithaca, NY 14853 ([email protected]) 3 Barnett Family Professor, Stanford University, 520 Galvez Mall, Stanford, CA 94305 ([email protected]) 4 Doctoral student, Stanford University, 520 Galvez Mall, Stanford, CA 94305 ([email protected])

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    Theearlychildhoodcareandeducationworkforcefrom1990through2010:Changingdynamicsandpersistentconcerns

    DaphnaBassok,UniversityofVirginia,1MariaFitzpatrick,CornellUniversity2SusannaLoeb,StanfordUniversity3

    AgustinaS.Paglayan,StanfordUniversity4WearegratefultoDavidDeming,BruceFuller,DeborahStipek,andtwoanonymousrefereesforusefulcommentsonpreviousdraftsofthispaper.ThisresearchwassupportedbyagrantfromtheInstituteofEducationSciences(R305A100574).TheviewsexpressedherearethoseoftheauthorsanddonotnecessarilyreflecttheviewsoftheUniversityofVirginia,CornellUniversity,StanfordUniversity,orIES.Anyremainingerrorsareourown.

                                                                1AssistantProfessor,CurrySchoolofEducation,UniversityofVirginia,405EmmetStreetSouth,Charlottesville,VA22904([email protected])2AssistantProfessor,DepartmentofPolicyAnalysisandManagement,CornellUniversity,103MarthaVanRensselaerHall,Ithaca,NY14853([email protected])3BarnettFamilyProfessor,StanfordUniversity,520GalvezMall,Stanford,CA94305([email protected])4Doctoralstudent,StanfordUniversity,520GalvezMall,Stanford,CA94305([email protected])

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    ABSTRACT

    Despiteheightenedpolicyinterestinearlychildhoodcareandeducation(ECCE),littleisknownabouttheECCEworkforcetodayortheextenttowhichthisworkforcehaschangedoveraperiodofsubstantialinvestmentinthissector.Usingnationally‐representativedata,thispaperfillsthisgapbydocumentingchangesbetween1990‐2010intheeducationalattainment,compensationandturnoveroftheECCEworkforce.WefindthatthenationalECCEworkforceremainsalow‐education,low‐compensation,andhigh‐turnoverworkforce.Atthesametime,theaverageeducationalattainmentandcompensationofECCEworkersincreasedsubstantiallyoverthepasttwodecadesandturnoverdecreasedsharply.WedocumentamajorshiftinthecompositionoftheECCEworkforcetowardscenter‐basedsettingsandawayfromhome‐basedsettings.Surprisinglyhowever,thisshifttowardsmoreregulatedsettingsisnottheprimarydriveroftheobservedchangesintheECCEworkforce.WeshowthatimprovementsinthecharacteristicsoftheECCEworkforceweredrivenprimarilybychangeswithinsectorsand,contrarytoourexpectations,weshowthatthehome‐basedworkforce,whichfacestheleaststringentregulations,experiencedthemostimprovementovertheperiodexamined,thoughhome‐basedworkersremainsubstantiallydifferentfromformalcareworkers.

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    INTRODUCTION

    IntheUnitedStates,mostchildrenunderagefivereceiveregularcarebysomeoneotherthantheirparents(U.S.CensusBureau2010;Bassok2010).Earlychildhoodexperiencesplayacentralroleinshapingsubsequentdevelopmentaltrajectories,andtheimpactoftheseearlyexperiencesdependslargelyonthequalityofcaregiversandteachers(ShonkoffandPhillips2000;Peisner‐Feinbergetal.2001;Knudsen,Heckman,CameronandShonkoff2006;HamreandPianta2006;NationalScientificCouncilontheDevelopingChild2004,2007). Growingrecognitionoftheimportanceofearlychildhoodcareandeducation(ECCE)ingeneral,andofECCEprovidersinparticular,hasheightenedpolicyinterestinstrengtheningthequalityoftheECCEworkforce.In2011,thefederalgovernmentfundedtheRacetotheTopEarlyLearningChallenge,acompetitivegrantprogramtosupportstates’effortstoimproveearlychildhoodeducationprograms,andidentified“supportingagreatearlychildhoodeducationworkforce”asoneoffivekeyareasofreform.ThelatestreauthorizationofthefederalHeadStartprogramrequiresthatfiftypercentofHeadStartteachersholdaBachelor’sdegree(BA)inchilddevelopmentorarelatedfieldby2013(Barnettetal.2010).Further,25statesareoperatingordevelopingQualityRatingandImprovementSystems(QRIS)toassessandimprovethequalityofECCE,andmanyoftheseQRISprogramsofferfinancialincentivestoprovidersthatinvestintheiremployees’educationandtraining(Toutetal.2010). Despitetheinterestintheimprovementofthissector,weknowrelativelylittleaboutthecurrentstateoftheECCEworkforce,andevenlessabouttheextenttowhichthisworkforcehaschangedovertime.ItiswelldocumentedthattheECCEworkforceis

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    characterizedbylowlevelsofeducation,wagesandstability(Brandon,2011;Howes,PhillipsandWhitebook1992;Cost,QualityandOutcomesStudyTeam1995;NICHDEarlyChildCareResearchNetwork2000;VandellandWolfe2000;CommitteeonEarlyChildhoodCareandEducationWorkforce;InstituteofMedicineandNationalResearchCouncil2012).Forinstance,theaverageannualincomeofpaidECCEworkersin2009rangedfrom$11,500forthoseworkinginachild’shometo$18,000forpreschoolteachers(U.S.GovernmentAccountabilityOffice2012).5However,whilestudieshavedocumentedtheloweducation,wagesandstabilityofECCEworkersusingavarietyofdatasources,thediverseanddispersednatureoftheindustrymakessystematicanalysisdifficult.ArecentreportoftheNationalResearchCouncildescribeshowthelackofcomprehensivedatatrackingthecharacteristicsoftheECCEworkforceseriouslylimitspolicymakers’effortstofacilitatechangeortrackimprovementsovertime(ADDCITATION). Overthepasttwentyyearsutilizationof“formal”ECCEservicessuchaspreschoolandHeadStarthasincreasedrapidly.Thisincreasehasledtoadeclineintheshareofworkersemployedinmore“informal”home‐basedsettings,suchasfamilychildcarehomes(Bassok,FitzpatrickandLoeb2012).Giventhatthehome‐basedsectorfacesmuchlessstringentregulationsthantheformalsector,andisoftensingledoutforprovidingthelowest‐qualitycare–theshifttowardsformalcaremayhavetranslatedintooverallimprovementsintheECCEworkforceovertime.Unfortunately,attemptstodescribetheevolutionoftheECCEworkforcehavebeenlimitedduetothepaucityofdatathatallows

                                                                5Educationandturnoverstatisticspresentasimilarpicture.Forinstance,turnoverinCaliforniachildcarecentersbetween1996and2000wasestimatedatabout75percent(Whitebooketal.2001)andanotherstudysurveyingchildcarecentersinIowa,Kansas,NebraskaandMissouri,foundthat40percentofcaregiversintendedtoleavetheECCEindustrywithinlessthanfiveyears(Torquati,RaikesandHuddleston‐Casas2007).

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    forreliablecomparisonsoftheworkforceovertime(Saluja,EarlyandClifford2002;BrandonandMartinez‐Beck2006;Kagan,KauerzandTarrant2008). ThefewstudiesthathaveexaminedtheevolutionoftheECCEworkforceovertimeactuallysuggestthatthequalificationsoftheworkforcehaveeitherchangedonlymodestlyorhavedeclined(Whitebooketal.2001;Saluja,EarlyandClifford2002;Herzenberg,PriceandBradley2005;BellmandWhitebook2006).However,thesestudiesdonotemploynationallyrepresentativedataand/orfocusonlyonasinglesectoroftheECCEindustry,typicallychildcarecenters.Thelackofknowledgeaboutchangeswithinthehome‐basedworkforcerepresentsaparticularlyrelevantgapintheliterature,giventhatthissectoraccountsforaboutathirdofthenationalECCEworkforce(U.S.GovernmentAccountabilityOffice2012). Inthispolicybriefwemakeuseofnationally‐representativedatathatencompassworkersinallthreeECCEsectors–centers,homesandschools–toaddressthreequestions:(1)WhatarethecharacteristicsoftheECCEworkforceasof2010?(2)Howdidthecharacteristicsofthisworkforcechangebetween1990and2010?(3)Towhatextentaretheoverallchangesdrivenbyachangeintherelativeimportanceofeachsector(centers,homes,schools),andtowhatextentaretheyexplainedbychangesinthecharacteristicsoftheworkforceswithineachsector?

    WefocusonfouroutcomestogaugethewellbeingoftheECCEworkforceandplausiblyproxyforECCEquality:(1)theeducationalattainmentofworkers;(2)theircompensation;(3)theextenttowhichworkersexittheindustryoverayear;and(4)theoccupationalprestigeofthosewhoentertheECCEworkforceeachyearfromotheroccupations.Improvementsalongthesedimensionsarelikelytoreflectanincreasedability

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    toattractandretainqualifiedworkersintotheECCEindustry,andinturnmayimplyhigherqualityexperiencesforyoungchildren.6

    Wefindthatthe“low‐education,low‐compensation,high‐turnover”characterizationofthenationalECCEworkforcecontinuestobevalid.Atthesametime,weshowthattheaverageeducationalattainmentandcompensationoftheECCEworkforceincreasedbetween1990and2010,andthatturnoverfromtheECCEindustrydecreasedsubstantially.OurresultsdifferfromearlierstudiesthathighlightnegativeorstagnanttrendsintheECCEworkforce.Thesedifferencesarelikelyexplainedbyourfocusonamorerecentperiodofanalysisandouruseofnationaldataincludingworkersfromallthreechildcaresectors.Wealsoshowthatchangesinthecharacteristicsofthenationalworkforcearemostlyexplainedbychangesinthecharacteristicsofworkerswithineachsectorandlesssobytheshifttowardcenter‐andschool‐basedsettings.Surprisingly,wefindthatchangesalongalldimensionsanalyzedweremostpronouncedamonghome‐basedworkers.DATA

    WeanalyzedatafromtheMarchSupplementoftheCurrentPopulationSurvey(CPS),anationallyrepresentativehouseholdsurveythatisadministeredeverymonthbytheU.S.

                                                                6Whileideallywecouldalsoassesschangesovertimeindirectmeasuresofcaregiverquality,nationaldatatrackingsuchmeasuresovertimearenotavailable.Severalstudieshavesoughttodeterminewhetherthereisacausalrelationshipbetweenourproxiesandthequalityofcarechildrenexperience.Theevidencehereismixed.Asdescribedabove,improvementsinteachers’educationalattainmentareoftenpursuedasastrategytoimprovequality,andsomestudiessuggestthat,oversomerange,higherlevelsofeducationarerelatedtobetterclassroompractices(Blau2000).Ontheotherhand,Early(2007)raisesdoubtsabouttherelationshipbetweenspecificdegreesandchildoutcomes.HigherwagesareassociatedwithbetterclassroompracticesandlowerturnoverfromECCEjobs(Blau2000;WhitebookandSakai2003).Whilewearenotawareofstudiesinvestigatingtheimpactofindustryturnoveronchildren’sdevelopment,thefewstudiesontheroleofjobturnovershowthatchildrenwhospendmoretimewiththeircaregiver,andthosewhodonotexperienceachangeintheprimarycaregiveroverthecourseofayear,establishmorenurturingrelationshipswiththeircaregiverandexhibitbettercognitiveoutcomes(Elicker,Fortner‐WoodandNoppe1999;TranandWinsler2011).

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    CensusandtheBureauofLaborStatistics.UsingtheCensus1990and2002IndustryandOccupationalCodes,weidentifyECCEworkersanddisaggregatethisbroadgroupintocenter‐,home‐,andschool‐basedworkers.Wepurposefullyimplementabroadandinclusivedefinitionoftheindustry.Specifically,ourcenter‐basedcategoryincludesallworkerswho(1)arenotself‐employed;(2)workineitherthe“childdaycareservices”industry,orhavechildcareoccupations(e.g.,“childcareworkers”,“pre‐kindergartenorkindergartenteachers”,“earlychildhoodteacher’sassistants”);and(3)workinanindustryotherthan“elementaryandsecondaryschools”,“privatehouseholds”,“individualandfamilyservices”,or“familychildcarehomes”.7Ourdefinitionofthehome‐basedECCEworkforceincludes(1)allself‐employedindividualswhoreportthattheyworkinthe“childdaycareservices”industry;(2)allthoseemployedinthe“familychildcarehomes”industry;(3)thosewhohavechildcareoccupations(e.g.,“childcareworkers”,“privatehouseholdchildcareworkers”,“pre‐kindergartenorkindergartenteachers”,“earlychildhoodteacher’sassistants”)andareemployedinthe“privatehouseholds”or“individualandfamilyservices”industries;and(4)thosewhohavechildcareoccupationsandareself‐employedinotherindustriesexceptfor“elementaryandsecondaryschools”.8Finally,wedefinetheschool‐basedECCEworkforceas“pre‐kindergartenandkindergartenteachers”and“earlychildhoodteacherassistants”employedinthe“elementaryandsecondaryschools”industry.WeobservewhethereachrespondentwasanECCEworkerin

                                                                7Onaverageovertheperiod1990‐2010,82.8percentofindividualsidentifiedascenter‐basedECCEworkerswereemployedinthe“childdaycareservices”industry;theremaining17.2percentwereinotherindustries.8Our“home‐basedworkforce”includesallindividualswhotakecareofarelative,friend,orneighbor’schild,whoreportthistobetheirjob.TheCPSreliesonself‐reportsandsomerelatives,friendsandneighborswhoassumechildcareresponsibilitiesmaynotreportthisasajobandwillthereforebeexcludedfromouranalysis.Totheextentthatthosewhofailtoreporttheiremploymentmaydifferinimportantwayfromthosewhodoidentifythisway,ourcharacterizationmaysufferfrombias.

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    theweekofreferenceandwhethertheirlongestjobinthepreviouscalendaryearwasanECCEjob. Theworkforcecharacteristicsthatweanalyzearemeasuredasfollows:Educationalattainment:TheCPScollectsinformationabouteachhouseholdmember’shighestlevelofeducationasoftheweekofreference.Inkeepingwithpriorstudies,wedescribechangesintheshareofECCEworkerswithlessthanahighschooldegree,exactlyahighschooldegree,atleastsomecollegeeducationbutnoBA,andatleastaBA.9 Compensation:Weobserveeachindividual’sannualearningsfromthelongestjobheldinthepreviouscalendaryear.WedescribethemeanannualearningsofthosewhosemainjobinthepreviouscalendaryearwasanECCEjob.Wealsoestimatethehourlyearningsoftheseworkers,buthererestrictouranalysistothosewhowerefull‐yearworkersinthepreviouscalendaryear.10Weexpressbothearningsvariablesin2010dollars. Individualsalsoreportwhetheranyemployerhelpedpayforapensionand/orhealthplaninthepreviouscalendaryear.WeusethisinformationtoconstructtheshareofECCEworkersthatreceivedthisnon‐salaryformofcompensation.HerewerestrictoursampletoworkerswhosemainjobinthepreviouscalendaryearwasanECCEjob,and,in

                                                                9Informationoneducationalattainmentisavailablefrom1992to2010.Mostotherworkforcecharacteristicsareavailablefor1990to2010.Theexceptionisinformationonearningsandbenefitsavailablefrom1990to2009.10WemakethisrestrictionbecausetheCPScollectsinformationabouthourlywagesonlyforasubsampleoftheMarch intervieweeswhich excludes all self‐employed individuals, thus excluding a largeproportion ofhome‐basedworkers.Ratherthanexcludinghome‐basedworkersinouranalysis,weestimatedhourlywagesofECCEworkersbasedontheirannualearningsandtheirreportedhoursworkedinatypicalweek.Becausethe CPS does not specify the number of weeks worked in the past year, we limited analysis to full‐yearworkersforwhomweassumed50weeksofwork(seetechnicalappendixformoredetails). NotethatourestimatesthereforeapplyonlytothoseECCEworkerswhowereemployedonafull‐yearbasis(i.e.thosewhoworked 9months ormore). These represent 46 and65 percent of thoseworkerswho in1990 and 2010,respectively,reportedthattheirmainjobinthepreviousyearhadbeenanECCEjob.Thesubsetoffull‐yearECCE workers appears to be slightly more educated than the aggregate ECCE workforce, although thedifferencesbetweenthetwogroupsarenotstatisticallysignificant.Still,ourestimationmayoverestimatethehourlyearningsoftheaggregateworkforce.

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    ordertobesurethebenefitswerereceivedfromanECCEemployer,includeonlythoseworkerswhoreportedtheyhadonlyoneemployerinthepreviouscalendaryear.11 Year‐to‐yearindustryturnover:Tomeasurechildcareindustryturnoverrates,weexploitthefactthattheCPSprovidesinformationaboutanindividual’sindustryandoccupationbothintheweekofreferenceandforthelongestjobheldinthepreviouscalendaryear.AmongindividualswhosemainjobinthepreviouscalendaryearwasanECCEjob,weestimatetheindustryturnoverrateastheshareofthosewhowerenolongerintheECCEworkforceduringtheweekofreference.AnanalogousmethodisusedbyHarrisandAdams(2007)tomeasureturnoverfromelementaryandsecondaryteaching.WecancalculateindustryturnoverwiththeCPSfrom1990to2010.OurmeasureonlycaptureswhetherindividualsremainedintheECCEworkforce;amongthosethatremain,wecannotdistinguishwhetherindividualschangedjobs.Thus,year‐to‐yearindustryturnoverisalowerboundestimateofthelevelofinstabilityexperiencedbychildren. OccupationalprestigeofentrantsintotheECCEworkforce:Wecombinetheinformationonaworker’soccupationprovidedbytheCPSwiththewidelyusedmethodologydevelopedbyCharlesNamandcolleagues(Nam2000;NamandBoyd2004),tocreateavariablethatassignseachnewentranttotheECCEworkforceascorebasedontheoccupationalprestigeoftheirpreviousjob.Aparticularoccupation’sprestigescoreisconstructedbycomparingthemedianearningsandeducationalattainmentofworkersinthatoccupationvis‐à‐vistheearningsandeducationofworkersinallotheroccupations.An

                                                                11AmongallworkerswhosemainjobinthepreviouscalendaryearwasanECCEjob,theproportionwhohadonlyoneemployerincreasedfrom75percentin1990to84percentin2010.Throughoutthewholeperiod,theseworkers earnabout5%more than thosewhosemain job in theprevious calendar yearwasalso anECCE jobbutwhohadmore thanoneemployer.Thusouranalysismayoverestimate theshareofworkerswithnon‐salarybenefitsintheaggregateECCEworkforce.

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    occupation’sscorecanrangefrom0to100,andreflectsthepercentageofindividualsinthelaborforcewhoareinoccupationswithcombinedlevelsofeducationandearningsbelowthatoccupation.WeusethesescorestoexaminetheaverageoccupationalstatusofindividualswhosemainjobinthecalendaryearbeforethesurveywasoutsidetheECCEindustry,butwhowereECCEworkersintheweekofreference.IncreasesinthisoccupationalmeasureovertimeimplythatthosewhoareenteringtheECCEworkforcearecomingfrombettereducatedandbetterpaidoccupationsthanthosewhowereenteringtheworkforceinpreviousyears. Asresearchershavelongpointedout,existingdatasetsfailtofullyandaccuratelycapturethecomplexityoftheECCEworkforceovertime(CommitteeonEarlyChildhoodCareandEducationWorkforce;InstituteofMedicineandNationalResearchCouncil2012;Bellm&Whitebook,2006;PhillipsandWhitebook,1986).AlthoughtheCPSiswell‐suitedfornationallyrepresentativeanalysistrackingtrendsovertime,ithasanumberofkeylimitations:(1)itreliesonself‐reporteddataonemployment,andthereforelikelyexcludesmanyunpaidECCEworkersandsomepaidfamily,friendsandneighborswhotakecareofchildrenbutdonotreportchildcareastheiroccupation;(2)itdoesnotenableustodistinguishbetweenpreschoolandkindergartenteachers,ormoregenerally,todistinguishECCEworkersbytheageofthechildrentheyserve;and(3)itdoesnotcollectdetaileddatathatarerelevanttocharacterizeECCEworkers,suchasthelevelofECCE‐specifictraining,theresponsibilitiestheyhave,orthequalityoftheirinteractionwithchildren.Wereturntotheselimitationsindiscussingthegeneralizabilityofourresults.METHODS

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    Toaddressourfirstandsecondresearchquestions,wepresentthevariablesofinterestin2010,anddiscusstheirchangeovertheperiod1990‐2010.WeassesswhethertrendsintheECCEworkforcedifferfrombroadertrendsintheeconomybycomparingchangesinthatworkforcetochangesamongtwocomparisongroups:allfemaleworkersandlow‐wageworkers.12Toaddressthethirdresearchquestion,twosetsofsimulationsallowustodisentangletheextenttowhichtheoverallchangesintheECCEworkforceareexplainedbyanincreaseintherelativesizeofthemoreregulatedECCEsectorsorbychangesintheworkforcewithineachsector.13GiventherelativelysmallsamplesizeoftheCPSineachyear,forallanalysesweusethree‐yearmovingaveragestoincreasetheprecisionofourestimates.RESULTS

    TheECCEworkforceasof2010

    Wefindthatthe“low‐education,low‐compensation,high‐turnover”labelcontinuestobeavalidcharacterizationofthe2.2millionECCEworkersrepresentedinoursample.AsshowninTable1Table1,in2010,nearly40percentoftheECCEworkforcehadatmosta

                                                                12 FemaleworkersarearelevantcomparisongroupasfemalescomprisethevastmajorityofECCEworkers.Basedonourcalculations,over95percentofECCEworkersovertheperiodofanalysiswerewomen.Thelow‐wageworkercomparisonincludesworkersfromthemainindustriesfromwhichECCEworkerscomewhentheyenterthechildcareindustry,aswellastowhichECCEworkersmigratewhentheyleavetheECCEworkforce.Weconsiderthefollowingindustries:beautysalons,foodservices,entertainmentandrecreationservices,grocerystores,departmentstores,andnon‐teachingjobsinelementaryandsecondaryschools(e.g.,busdrivers,cooks,janitors,teacheraides,secretariesandadministrativeassistants).Together,overthefullperiodofthestudy,theseindustriesrepresentaboutathirdofmigrationfromanotherindustryintochildcare,andfromchildcaretoanotherindustry. 13 First,weestimatewhattheoverallchangeintheECCEworkforce’scharacteristicswouldhavebeenhadthedistributionoftheworkforceacrossthethreesectors(center,homesandschools)changedasitdid,butassumingthatthecharacteristicsofworkerswithineachsectorremainedthesameasin1990.Then,toestimatethepartoftheoverallchangethatisdrivenbychangesinthecharacteristicsofworkerswithineachsector,weestimatewhattheoverallchangeintheworkforce’scharacteristicswouldhavebeenhadthecharacteristicsoftheworkerswithineachofthesectorschangedastheydid,butassumingthedistributionoftheworkforceacrossthesectorsremainedthesameasin1990.TheequationsusedforthesesimulationsareprovidedintheTechnicalAppendix. 

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    highschooldegreeandathirdoftheworkforcehadsomecollegebutnoBachelor’sdegree.In2009,theaverageECCEworkerearnedanannualincomeof$16,215andanhourlywageof$11.7,andonly28percentofECCEworkersreceivedapensionand/orhealthbenefitsfromtheiremployer.14Worryingly,aboutafourthofthoseworkerswhohadbeenemployedintheECCEindustryin2009werenolongerthatindustryby2010.Further,ouranalysisoftheoccupationalprestigeofentrantssuggeststhatECCEwasarelativelyunattractiveindustrytoenterin2010,attractingindividualsfromoccupationsthatonaveragehadlowerlevelsofeducationandearningsthanthreefifthsofthecountry’slaborforce. ThedisaggregatedresultsshowninTable2highlightstarkdifferencesacrosssectors.In2010,about56percentofECCEworkerswereemployedincenter‐basedsettings;26percent,inhome‐basedsettings;and18percent,inschools.Consistentwithevidencefrompriorstudies,wefindthattheschool‐basedworkforceexhibitsthehighestlevelsofformaleducation,compensation,andstability,whilethehome‐basedworkforceexhibitsthelowest.Thecenter‐basedworkforcefallsinthemiddle,butismoresimilartothehome‐basedthantotheschool‐basedworkforce.Forinstance,17.1percentofschool‐basedworkershaveatmostahigh‐schooldegree.Thisproportionascendsto39.8percentand50.7percentamongcenter‐andhome‐basedworkers,respectively.Similarly,whileschool‐basedworkersearnanaverageannualincomeof$27,014,centerworkersearnonaveragejustoverhalfthisamount($14,567)andtheannualearningsofhome‐basedworkersareevenlower($12,415).Finally,while13.6percentofthosewhowereschool‐

                                                                14 Recall also that these figures likely overestimate the true compensation of the full ECCE workforce, due to our sampling restrictions (e.g. hourly wages are calculated based on full‐year workers, benefits are calculated based on workers with only one job in the past year). 

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    basedECCEworkersin2009hadlefttheECCEindustryby2010,theindustryturnoverrateamongcenter‐andhome‐basedworkersin2010was24.4and28.5percent,respectively.ChangesinthecharacteristicsoftheECCEworkforcein1990‐2010

    Theverylowlevelsofformaleducation,compensationandstabilityamongtheECCEworkforcewarrantconcern.However,asTable1indicates,wealsofindmeaningfulsignsofimprovement.Infact,amongtheECCEworkforceasawholeweshowthatallofthecharacteristicsanalyzed–education,compensation,turnoverandprestigeofentrants–exhibitedsignificantandsubstantialchangesinthedirectionhypothesizedtoimproveECCEquality.15

    AsshowninFigure1Figure1,theshareofECCEworkerswithatleastsomecollegeeducationrosefrom47to62percentbetween1992and2010.Meanannualearningsincreasedby51percent,from$10,746to$16,215between1990and2009.WhilepartofthisincreasewasdrivenbyanincreaseinthenumberofhoursworkedbyECCEworkers,16themeanhourlyearningsofECCEworkersalsoincreasedsubstantiallyoverthatperiod(by33percent,from$8.8to$11.7perhour),andsodidtheshareofECCEworkerswithemployer‐paidpensionand/orhealthbenefits(from19to28percent).AnnualturnoverfromtheECCEindustrydecreasedsubstantiallyovertheperiodofanalysis(from32.9percentin1990to23.6percentin2010).Finally,individualswhomovedintochildcarefromotheroccupationsin2010camefromsomewhatmoreprestigiousoccupationsthanthosewhomovedintochildcarein1990.TheaverageoccupationalprestigescoreofECCE                                                            15Thechangesineducationalattainment,compensationandindustryturnoverthatwediscussthroughoutarestatisticallysignificantlydifferentfromzeroatthe5percentlevel.ChangesintheoccupationalprestigescoreofECCEentrantsaresignificantlydifferentfromzeroatthe15percentlevel.NotethattheanalysisofaverageoccupationalprestigescoresappliesonlytoindividualswhoenteredtheECCEworkforceinagivenyear.Thisisaverysmallsample,soweevaluatesignificanceatthe5,10and15percentlevels.16Themeanhoursworkedperweekincreasedfrom29.9to31.8between1990and2010.

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    entrantsincreasedby4.7percentilepointsoverthisperiod,from37.6to42.3,perhapsindicatinganimprovementintheECCEindustry’sabilitytoattractmorequalifiedworkers. ThechangesobservedamongtheECCEworkforcedonotsimplyreflecttrendsinthefemalelaborforceand/orinlow‐wageindustries.Comparedtofemaleworkers,theECCEworkforceexhibitedalargerincreaseincompensationandasteeperdeclineinindustryturnover;andcomparedtolow‐wageworkers,allvariablesexhibitedalargerimprovementamongECCEworkers.Further,thechangesobservedreflectastabletrendwithintheindustryandarenottheproductoftheeconomiccrisisthatbeganin2008.17Sector‐specificchanges?

    InTable2weshowthattheoverallimprovementsseeninthisworkforcearedrivenbyimprovementsamonghome‐basedworkers,andtoalesserextentcenter‐basedworkers.Inthehome‐basedsector,theaverageeducationalattainment,compensationandindustryturnoverofworkersimprovedsignificantlyandsubstantiallyovertheperiodofanalysis.Withrespecttoeducationalattainment,therewasasignificantincreaseintheshareofworkerswithatleastsomecollege(by21.4percentagepoints(p.p.)),andasignificantdecreaseintheshareofworkerswithlessthanahighschooldegree(by17.8p.p.).Theaverageannualandhourlyearningsofhome‐basedworkersincreasedby92and50percent,respectively,andtheshareofhome‐basedworkerswithpensionorhealthbenefitsroseaswell(by4.5p.p.).Finally,industryturnoverdeclinedamonghome‐basedworkers(by8.4p.p.,from36.9percentin1990to28.5in2010).

                                                                17OneplausiblehypothesisisthattheobservedimprovementsinECCEworkers’qualificationsandstabilityaretheproductoftheeconomiccrisis.However,insupplementaryanalysisavailableuponrequest,weexploredwhethertherewerechangesintrendsfollowingtheeconomiccrisisthatbeganin2008.Wefindnoevidencetosupportthisclaimand,ifanything,ourresultssuggestthattheimprovementinECCEworkers’characteristicswasstalledorreversedduringthecrisisperiod.

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    Changeswithinthecenter‐basedsectoralsosuggestimprovementsovertime,butthesechangesareofasmallermagnitude.Forinstance,between1990and2009,theaverageannualearningsamongcenter‐basedECCEworkersincreasedby35percentandaveragehourlyearningsroseby18percent.Industryturnoverratedroppedsignificantly,from34percentin1990to24.4percentin2010.Othercharacteristicsappeartochangeinadirectionconsistentwithimprovement,althoughthechangesarenotstatisticallysignificant.Differencesremainbetweenthesectorswithrespecttoallthecharacteristicsanalyzed,butthepronouncedchangeswithinthehome‐basedsectorimplyanarrowingofthegapwithrespecttotheothertwosectors.Expansionofformalcareasanexplanationforgains?

    AsshowninthefourthpanelofFigure1,between1990and2010therewasasignificantchangeintherelativeimportantoftheECCEsectorsinaccountingforthesizeoftheaggregateworkforce.Therelativeimportanceofhome‐basedworkersdeclinedsharply(by21.8p.p.),compensatedmostlybyanincreaseintherelativeimportanceofcenter‐basedworkers(by17.5p.p.).Althoughtherelativeimportanceofschool‐basedworkersincreasedonlyslightly(by4.3p.p.),thenumberofworkersinthissectorincreasedby45percentoverthistimeperiod,atrendconsistentwithboththeexpansionofstatepre‐kindergartenprogramsandtheshifttowardsfull‐daykindergartens.Thenumberofcenter‐basedworkersalsoincreaseddramatically(by61percent),whilethenumberofhome‐basedworkersdecreased(by39percent).ThisredistributionofECCEworkersfromchildcarehomestocentersandschoolsisconsistentwiththerecentdeclineintheshareofchildrenunderagefivewhosemainchildcarearrangementisinahomesetting(U.S.CensusBureau2010).

  • 14  

    Asdiscussedabove,home‐basedworkershavefarlowerlevelsofeducationandcompensationandhigherlevelsofindustryturnoverthandocenter‐orschool‐basedworkers.Thedeclineintherelativeimportanceofhome‐basedworkersisoneplausibleexplanationfortheobservedincreaseintheeducationalattainment,compensationandstabilityofthenationalECCEworkforce.However,changesinthesecharacteristicswithinsectorsarealsorelevant–and,infact,morerelevantthanthechangesinthedistributiontheworkforceacrosssectors.

    WedecomposeaggregatechangesintheECCEworkforceintothepartexplainedbytheexpansionoftheformalsectorandthepartexplainedbychangesinthecharacteristicsofworkerswithinthesectors.WepresenttheestimationsinPanelAofTable3.Whilebothfactorscontributetotheoverallchange,formostvariables(educationalattainment,annualandhourlywages,andindustryturnover),changeswithinthesectorsexplainmostoftheaggregateimprovement,withchangesintherelativeimportanceofthesectorsexplainingonlyasmallportionoftheoverallimprovement.Forexample,increasesinearningswithinsectorsexplain78percentoftheoverallincreaseinannualearnings,whiletheredistributionofworkersacrosssectorsexplainsonly22percent.Similarly,within‐sectorchangesexplain86percentofthedeclineinindustryturnover.

    Further,asreportedinPanelBofTable3,changeswithinthehome‐basedworkforceexplainmostofthechangeineducationalattainmentandearningsthatisattributabletowithin‐sectorchanges.Indeed,improvementswithinthehome‐basedsectordriveovertwothirdsoftheincreasesintheECCEworkforce’seducationalattainment.DISCUSSION

  • 15  

    ThispolicybriefhighlightsthecurrentstateoftheECCEworkforceandexploreswhetherthisworkforcehasexperiencedmeaningfulchangesoveraperiodcharacterizedbyheightenedinterestandinvestmentinearlychildhoodprograms.Echoingearlierwork,wefindthatthislaborforcecontinuestobecharacterizedbyverylowlevelsofeducation,compensationandstability.However,wealsoshowthatboththeeducationalattainmentandthecompensationoftheECCEworkforceincreasedmeaningfullybetween1990and2010andthatturnoverfromtheECCEindustrydecreasedsubstantially.Takentogetherthefindingsaremixed,highlightingbothimprovementsovertimeandthepersistenceoftroublingissues.Forexample,ourdatashowthatin1992ECCEworkerswithaBAearned47percentlessthanelementaryschoolteacherswiththesameeducationallevel.DespitethesignificantincreasesinbotheducationalattainmentandearningsamongECCEworkersthatwedocumentinthispaper,in2009ECCEworkersstillearned38percentlessthanelementaryschoolteachers.Givenourincreasedunderstandingoftheimportanceofearlychildhoodinterventionsandofhigh‐qualityECCEproviders,thesepatternsareconcerning.However,thepositivetrendswedocumentsuggestthatsubstantialchangesinthisworkforceareinfacttakingplace. Itisworthnotingthatthepositivetrendswedocumentdiffersignificantlyfromthosereportedinpriorstudies,whichdocumentadeclineormodestchangeintheeducationalattainmentandcompensationoftheECCEworkforce.Oneexplanationisthatpriorstudieshavegenerallyfocusedonthecenter‐basedworkforceandhavenotaccountedfortheevolutionofthehome‐basedworkforce,wherewefindmeaningfulimprovements(Whitebooketal.2001;Saluja,EarlyandClifford2002;Herzenberg,PriceandBradley2005;BellmandWhitebook2006).

  • 16  

    Asecondexplanationisthatourstudymakesuseofmorecurrentdatathanearlierwork.Forinstance,anearlierstudythatreliesonthesamedatausedherebuttracksthecenter‐basedworkforceonlythrough2003reportsadeclineintheproportionofthatworkforcethatholdsaBA(Herzenberg,PriceandBradley2005).Wereplicatethatfindinghere,butshowthatbetween2004and2010thistrendisreversed.Overallwedonotobservesignificantchanges(eitherincreasesordecreases)intheeducationalattainmentofthecenter‐basedworkforceovertheperiod1990‐2010,butdocumentsignificantimprovementsinthecompensationandstabilityofthisworkforce. WealsodocumentadramaticreconfigurationoftheECCEworkforce,suchthatthemajorityofworkersnowworkinformalratherthanhome‐basedsettings.Surprisingly,however,weshowthattheshiftawayfromhome‐basedcareandtowardscenter‐basedsettingsisnottheprimaryexplanationfortheimprovementsobservedintheindustryatlarge.Infact,mostoftheimprovementsintheECCEworkforceareexplainedbywithin‐sectorimprovementsinthecharacteristicsofworkers.Further,whilethecenter‐basedworkforceexhibitedsignificantincreasesinearningsandaremarkabledeclineinindustryturnover,improvementswithinthehome‐basedworkforceweretheprimarydriveroftheincreaseintheeducationalattainmentandearningsoftheaggregateECCEworkforce. Thesefindings–thattheoverallimprovementoftheECCEworkforcewasprimarilydrivenbyimprovementswithinthehome‐basedworkforce–aresurprisinginlightofthepolicyemphasisonexpandingandimprovingformalizedECCEsettingssuchaspreschoolsandpre‐kindergartenprogramsoverinformalsettings.Improvementswithinthehome‐basedworkforcemaybetheresultofrecenteffortstoincreasethequalificationsandstabilityoftheseworkers.Forinstance,recentinitiativesrewardparticipationin

  • 17  

    professionaldevelopmentandtheacquisitionoffurthereducation;supplementthewagesofhome‐basedworkerstoensuretheymeetalocally‐determinedminimumlivingwage,andfacilitatetheprovisionofemployer‐sponsoredhealthplansbypoolingtogetherworkersfromdifferentchildcarecentersandhomes(Kagan,KauerzandTarrant2008).Still,furtherstudyisneededtounderstandwhathasdriventheobservedimprovementintheeducation,compensationandstabilityofhome‐basedworkers,tounderstandhowtocontinuethispositiveandunexpectedtrend.Studylimitations

    WhilethecurrentstudyprovidesnewevidenceaboutthecurrentstatusoftheECCEworkforceanditschangingnatureoverthepasttwodecades,theCPSwasnotdesignedtostudytheECCEindustryandseveralofitslimitationsareworthhighlighting:

    First,theCPS,whilecommonlyusedinanalysesofworkers,reliesonself‐reporteddata.TotheextentthatcertainsegmentsoftheECCEworkforcearelesslikelytoreporttheiremployment,ourestimateswillnotaccuratelygeneralizetotheECCEworkforceinitsentirety.Further,ifthesenon‐reportershavelowerearningsandeducationalattainmentthandootherworkers,ourfindingswilloverestimateconditionsinthisindustry,atroublingpointgiventhealreadylowlevelswedocument.Whileweareunabletoassesstheextentofnon‐reportinginoursample,itislikelyweexcludesomeportionoftheinformalsectorincludingunpaidworkers,paidworkerswhodonotreporttaxes,orpaidfamily,friendsandneighborswhodespiteassumingchildcareresponsibilitiesdonotreportitasajob.Theseinformalsettingsrepresentameaningfulportionofthemarket,andmorenuanceddataarenecessarytobetterunderstandthecompositionofthisgroup.

  • 18  

    Second,theCPSdoesnotprovidedirectmeasuresofcarequalityandthuscannotbeusedtoassesswhetherandhowmoreproximalmeasuresofcarequalityhavechanged.WhileouroutcomesprovideaclearpictureoftheeconomicstatusoftheECCEworkforce,animportantissueinitsownright,ultimatelypolicymakerswishtoimproveearlychildhoodexperiencesforchildrenandtherelationshipbetweeneachofthesemeasuresandcarequalityisnotaswellunderstoodaswewouldlike.Itisdifficulttoknow,forexample,towhatextentchangesinearningsovertimeamounttobettercareforyoungchildren.WehaveinterpretedourfindingsasindicativeofimprovementsinthequalityoftheECCEworkforce,butacompetinghypothesisisthattheincreaseinECCEworkers’compensationandthereductionofturnoverreflectanincreaseinthedemandforECCEservices,withoutacorrespondingimprovementintheactualqualityoftheseworkers.Additionalworkinvestigatingthelinkbetweenstructuralmeasuressuchastheonesavailableinadministrativedatasetswouldhelphere.

    Third,ourstatisticalinferencesarelimitedbyoursmallsamplesize.EachMarch,theCPSsurveysaround670center‐basedworkers,530home‐basedworkersand230school‐basedECCEworkers.Usingthree‐yearmovingaverages,wewereabletodescribetheevolutionofthecenter‐andhome‐basedworkforceswithreasonableprecision.However,oursamplesizewastoosmalltomakereliableinferencesabouttheevolutionoftheschool‐basedworkforce.

    Finally,theCPScannotbeusedtodistinguishbetweenECCEworkerswhoworkwithinfantsandtoddlers,andthosewhoworkwithpreschoolers.Similarlyweareunabletodistinguishbetweenpre‐kindergartenandkindergartenemployees.Datathatallowsfor

  • 19  

    thesetypesofdelineationswouldbetterallowustounpacktrendsandbegintounderstandthemechanismsdrivingthesepatterns.Conclusion

    WhileourfindingsechootherrecentworkonthelowlevelsofearningsandeducationwithintheECCEworkforce,ourfindingsalsoshedanoptimisticlightonthepossibilityofpositiveimprovements.Weshowthatthequalifications,compensationandstabilityoftheECCEworkforcecanimprove,andinfacthaveimprovedmeaningfullyoverthepasttwodecades.ThedeclineinturnoverfromtheECCEindustryhasbeenparticularlymarked.Whilesomedegreeofturnovermaybedesirableinordertoreplaceineffectiveworkers,theannualECCEindustryturnoverratein1990was32.9percent,roughlythreetimeshigherthantheindustryturnoverrateof11percentobservedamongelementaryandsecondaryeducationteachers.By2010,however,thegapbetweenthetwohadnarrowedsignificantly,owingtothereductioninturnoveramongECCEworkers.Toourknowledge,oursisthefirststudytolookattheevolutionofturnoverforanationallyrepresentativesampleoftheECCEworkforce.Whileweareunabletoobservejobturnover,whichisamoreproximalmeasureoftheinstabilitychildrenexperience,industryturnoverisanimportantmeasureinitsownright,showingthatindividualsarestayingwithintheindustrylongerthantheydidinthepastwhichmaytranslatetopositiveoutcomesforchildrenandmayindicatethatearlychildhoodjobsaremoreattractivethantheyoncewere. TheimprovementswehaveidentifiedforECCEworkershavetakenplacewithinboththecenter‐andhome‐basedsectors,whichtogetheraccountforovereightypercentoftheworkforce.Improvementswithinhome‐basedchildcarehavebeenparticularly

  • 20  

    remarkable.Totheextentthatthecharacteristicsweanalyzedare,infact,proxiesofECCEquality,ourfindingsimplyanarrowinginthequalitygapbetweenhome‐basedandothermoreformalizedtypesofchildcare.Thisfindingisimportantbecauseasrecentlyas2005,thehome‐basedsector,historicallysingledoutasthelowest‐qualitysectorwithinchildcare,servedaroundfortypercentofchildrenunderfiveyearswhosemotherswereemployed(U.S.CensusBureau2010),andthereissomeevidencethatitisthepreferredtypeofarrangementamongHispanicfamilies(Fuller,HollowayandLiang1996;Liang,FullerandSinger2000;Fuller2008).Putdifferently,workersinchildcarehomesremainsubstantiallylessqualifiedthanworkersintheformalchildcaresector,butthetrendsweobservesuggestthatclosingthequalitygapbetweenthesectorsispossible.

  • 21  

    Figure1.EvolutionofselectedcharacteristicsoftheECCEworkforce,andoftherelativeimportanceofeachECCEsector,overtime(1990‐2010)

    0

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    Mean hourly earnings of full‐year ECCE workers, by sector, 1990‐2009(at 2010 dollars)

    All ECCE workers

    School‐based worker

    Center‐based worker

    Home‐based worker

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    ECCE industry turnover rate by sector, 1990‐2010(% of workers who left the industry from one year to the next)

    All ECCE workers

    School‐based worker

    Center‐based worker

    Home‐based worker

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    Share of ECCE workers with at least some college education, by sector, 1990‐2009(as a % of ECCE workers in each sector)

    All ECCE workers

    School‐based worker

    Center‐based workers

    Home‐based workers

    0

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    Distribution of the ECCE workforce across sectors, 1990‐2010(as a % of all ECCE workers)

    School‐based worker

    Center‐based worker

    Home‐based worker

  • 22  

    Table1.EvolutionoftheECCEworkforce,andcomparisontofemaleandlow‐wageworkers(1990‐2010)

    1992 2010 2010 vs . 1992

    Distribution of the workforce by educational attainmentECCE workersLess  than high school 21.4 11.5 ‐9.9 *High school  degree 31.5 26.9 ‐4.6 *Some col lege or Associate's  degree 26.1 33.3 7.2 *At least a  Bachelor's  degree 20.9 28.4 7.5 *

    Female workersLess  than high school 11.5 8.1 ‐3.4 *High school  degree 36.0 26.4 ‐9.6 *Some col lege or Associate's  degree 29.2 31.9 2.7 *At least a  Bachelor's  degree 23.2 33.6 10.4 *

    Low‐wage workersLess  than high school 20.5 17.0 ‐3.5 *High school  degree 38.9 33.5 ‐5.4 *Some col lege or Associate's  degree 26.7 31.1 4.4 *At least a  Bachelor's  degree 13.9 18.4 4.5 *

    1990 2009 2009 vs . 1990

    Mean annual earnings of all workers (at 2010 dollars)ECCE workers 10,746 16,215 51% *Female workers 24,427 30,629 25% *Low‐wage workers 18,266 21,298 17% *

    Mean hourly earnings of full‐year workers (at 2010 dollars)ECCE workers 8.8 11.7 33% *Female workers 16.3 19.0 17% *Low‐wage workers 13.4 14.2 6% *

    Share of workers with pension and/or health benefits paid at least partly by the employECCE workers 19.0 28.0 9.0 *Female workers 56.4 57.9 1.5 *Low‐wage workers 42.5 42.2 ‐0.3

    1990 2010 2010 vs . 1990

    Industry turnover rateECCE workers 32.9 23.6 ‐9.3 *Female workers 24.7 17.9 ‐6.8 *Low‐wage workers 26.5 19.1 ‐7.4 *

    Average occupational prestige in the year before entering the workforceECCE workforce enterers 37.6 42.3 4.7Low‐wage workforce enterers 41.8 42.0 0.2

    * denotes change with respect to 1990 or 1992 is statistically significantly different from zero at the 5% level. Changes in the share of workers by educational attainment, the share with pension and/or health benefits, and the industry turnover rate are measured in percentage points; changes in annual and hourly earnings, as a percent change; and changes in the average occupational prestige score of those entering the ECCE workforce, in percentiles.Source: Authors based on the March Supplement of the Current Population Survey.

  • 23  

    Table2.EvolutionoftheECCEworkforcebysector(1990‐2010)

     

    1992 2010 1992 2010 1992 2010

    Less  than high school 12.3 9.8 37.6 19.8 * 5.3 5.1High school  degree 32.7 30.0 34.5 30.9 20.6 12.0 *Some col lege or Associate's  degree 33.3 36.6 21.8 34.3 * 17.5 21.7At least a  Bachelor's  degree 21.6 23.7 6.1 15.0 * 56.6 61.2

    1990 2009 1990 2009 1990 2009

    Mean annual earnings of all workers (at 2010 dollars)

    10,809 14,567 * 6,480 12,415 * 24,191 27,014

    Mean hourly earnings of full‐year workers (at 2010 dollars)

    9.2 10.9 * 5.6 8.9 * 17.5 18.2

    Share of workers with pension and/or health benefits paid at least partly by the employer

    20.4 24.5 3.1 7.6 * 64.3 68.8

    1990 2010 1990 2010 1990 2010

    Industry turnover rate 34.0 24.4 * 36.9 28.5 * 15.9 13.6

    Average occupational prestige in the year before entering the ECCE workforce

    41.3 44.6 32.3 33.4 51.4 54.1

    Center‐based workers Home‐based workers School‐based workers

    Distribution of the workforce by educational attainment

    * denotes change with respect to 1990 or 1992 is statistically significantly different from zero at the 5% level. Source: Authors based on the March Supplement of the Current Population Survey.

  • 24  

    Table3.DecompositionoftheoverallchangesinthecharacteristicsoftheECCEworkforce(1990‐2010)

    Center‐based workers

    Home‐based workers

    School‐based workers

    Less  than high school ‐8.8 (65%) ‐4.7 (35%) 12% 88% 0%High school  degree ‐4.0 (84%) ‐0.8 (16%) 28% 39% 32%Some col lege or Associate's  degree 7.4 (84%) 1.4 (16%) 19% 73% 8%At least a  Bachelor's  degree 5.4 (58%) 3.9 (42%) 16% 71% 13%

    Mean annual earnings of all workers (at 2010 dollars) 42% (78%) 12% (22%) 37% 55% 8%

    Mean hourly earnings of full‐year workers (at 2010 dollars) 25% (72%) 10% (28%) 35% 60% 4%

    Share of workers with pension and/or health benefits paid at least partly by the employer

    4.3 (48%) 4.7 (52%) 41% 45% 14%

    Industry turnover rate ‐8.1 (86%) ‐1.3 (14%) 53% 44% 4%

    Average occupational prestige in the year before entering the ECCE workforce

    2.1 (49%) 2.1 (51%) 58% 28% 14%

    2009 vs . 1990

    2010 vs . 1990

    2010 vs . 1992

    2009 vs . 1990

    2010 vs . 1990

    Panel ASector contributions to the part of the change attributable to changes in the 

    characteristics of workers within the sectors 

    Change attributable to changes in the characteristics of workers within the sectors 

    Change attributable to changes in the distribution of 

    workers across sectors

    Distribution of the workforce by educational attainment

    Panel B

    2010 vs . 1992

    Changes in the share of workers by educational attainment, the share with pension and/or health benefits, and the industry turnover rate are measured in percentage points; changes in annual and hourly earnings, as a percent change; and changes in the average occupational prestige score of those entering the ECCE workforce, in percentiles. Source: Authors based on the March Supplement of the Current Population Survey.

  • 25  

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