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Research Article Engaging Multiple Actors in Large-Scale Transport Infrastructure Project Appraisal: An Application of MAMCA to the Case of HS2 High-Speed Rail Yannick Cornet , 1 Merrill Jones Barradale , 2 Henrik Gudmundsson , 3 and Michael Bruhn Barfod 4 1 Department of Planning, Aalborg University, A.C. Meyers Vænge 15, 2450 Copenhagen SV, Denmark 2 Renewable and Sustainable Energy Institute (RASEI), University of Colorado at Boulder, 027 UCB, SEEC Suite N321, Boulder, CO 80309-0027, USA 3 CONCITO, Kattesundet 4, 3rd Floor, 1458 Copenhagen K, Denmark 4 DTU Management Engineering, Produktionstorvet, Bygning 424, 2800 Kongens Lyngby, Denmark Correspondence should be addressed to Yannick Cornet; [email protected] Received 30 December 2017; Accepted 19 July 2018; Published 14 August 2018 Academic Editor: Zhi-Chun Li Copyright © 2018 Yannick Cornet et al. is is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. e most widespread approach to transport appraisal is to combine cost-benefit analysis (CBA) with environmental assessments and public consultations. However, large-scale transport projects such as the HS2 high-speed rail system in the UK seem to have pushed this approach beyond its limits, leading to broad discontent with the appraisal process. ere is a need both to develop new methods capable of integrating a wide range of perspectives in a systematic manner and to test these for large-scale projects. Multicriteria analysis (MCA) has proven useful in supporting transport decision-making by including a broader set of criteria in the appraisal process. Multiactor multicriteria analysis (MAMCA) has extended this approach to include multiple actors and stakeholders in the judgment and decision-making process. is paper builds on the MAMCA method and demonstrates its practicability and usability by applying it to the case of HS2. e purpose of this paper is not to reach a definitive conclusion on the desirability of various project options, but to complement existing transport appraisal methods by making different perspectives explicit. For example, the results for this case show contrasting views for different groups of transport professionals: a favorable assessment of HS2 among transport planners employed in government, but an unfavorable assessment among transport researchers with a background in sustainability. In terms of contribution to the development of data collection methods, this research demonstrates the usefulness of conducting semistructured interviews in conjunction with an online questionnaire for the assessment and weighting process within MCA. Because MCA results are expressed in terms of relative desirability of projects, the approach also effectively systematizes the inclusion and assessment of multiple options. Overall, the proposed method enhances the capacity to analyze conflicting views in large-scale transport project appraisal processes. 1. Introduction Decisions to invest in large-scale infrastructure projects such as high-speed rail (HSR) typically extend beyond traditional economic evaluation using cost-benefit analysis (CBA) to include factors such as wider economic effects, regional development, long-term environmental impacts, strategic growth of certain industries, and even issues of national pride. In some cases, the strategic goals may even take prece- dence over the results of conventional economic analysis [1]. However, such factors are not generally compared or weighed in a systematic manner [2, 3]. Due to the size and complexity of HSR projects, expertise regarding project impacts can become contested, as various experts from different clusters of specialist knowledge disagree not only on outcomes but also on assessment methods [4]. CBA itself has been the subject of decades-long criticism, and although various attempts have been made, both in theory and in practice, to broaden the criteria considered, as well as the stakeholders involved, current transport appraisal Hindawi Journal of Advanced Transportation Volume 2018, Article ID 9267306, 22 pages https://doi.org/10.1155/2018/9267306

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Page 1: Engaging Multiple Actors in Large-Scale Transport ...downloads.hindawi.com/journals/jat/2018/9267306.pdf · 7.7.3. Project Options. During the early stages of the HS Phase I appraisal

Research ArticleEngaging Multiple Actors in Large-Scale TransportInfrastructure Project Appraisal: An Application of MAMCA tothe Case of HS2 High-Speed Rail

Yannick Cornet ,1 Merrill Jones Barradale ,2

Henrik Gudmundsson ,3 and Michael Bruhn Barfod 4

1Department of Planning, Aalborg University, A.C. Meyers Vænge 15, 2450 Copenhagen SV, Denmark2Renewable and Sustainable Energy Institute (RASEI), University of Colorado at Boulder, 027 UCB, SEEC Suite N321,Boulder, CO 80309-0027, USA

3CONCITO, Kattesundet 4, 3rd Floor, 1458 Copenhagen K, Denmark4DTU Management Engineering, Produktionstorvet, Bygning 424, 2800 Kongens Lyngby, Denmark

Correspondence should be addressed to Yannick Cornet; [email protected]

Received 30 December 2017; Accepted 19 July 2018; Published 14 August 2018

Academic Editor: Zhi-Chun Li

Copyright © 2018 Yannick Cornet et al.This is an open access article distributed under the Creative Commons Attribution License,which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Themostwidespread approach to transport appraisal is to combine cost-benefit analysis (CBA)with environmental assessments andpublic consultations. However, large-scale transport projects such as theHS2 high-speed rail system in theUK seem to have pushedthis approach beyond its limits, leading to broad discontentwith the appraisal process.There is a need both to develop newmethodscapable of integrating a wide range of perspectives in a systematic manner and to test these for large-scale projects. Multicriteriaanalysis (MCA) has proven useful in supporting transport decision-making by including a broader set of criteria in the appraisalprocess. Multiactormulticriteria analysis (MAMCA) has extended this approach to includemultiple actors and stakeholders in thejudgment and decision-making process.This paper builds on theMAMCAmethod and demonstrates its practicability andusabilityby applying it to the case of HS2. The purpose of this paper is not to reach a definitive conclusion on the desirability of variousproject options, but to complement existing transport appraisal methods by making different perspectives explicit. For example,the results for this case show contrasting views for different groups of transport professionals: a favorable assessment of HS2 amongtransport planners employed in government, but an unfavorable assessment among transport researchers with a background insustainability. In terms of contribution to the development of data collection methods, this research demonstrates the usefulness ofconducting semistructured interviews in conjunctionwith an online questionnaire for the assessment andweighting processwithinMCA. Because MCA results are expressed in terms of relative desirability of projects, the approach also effectively systematizes theinclusion and assessment of multiple options. Overall, the proposed method enhances the capacity to analyze conflicting views inlarge-scale transport project appraisal processes.

1. Introduction

Decisions to invest in large-scale infrastructure projects suchas high-speed rail (HSR) typically extend beyond traditionaleconomic evaluation using cost-benefit analysis (CBA) toinclude factors such as wider economic effects, regionaldevelopment, long-term environmental impacts, strategicgrowth of certain industries, and even issues of nationalpride. In some cases, the strategic goals may even take prece-dence over the results of conventional economic analysis [1].

However, such factors are not generally compared or weighedin a systematic manner [2, 3]. Due to the size and complexityof HSR projects, expertise regarding project impacts canbecome contested, as various experts from different clustersof specialist knowledge disagree not only on outcomes butalso on assessment methods [4].

CBA itself has been the subject of decades-long criticism,and although various attempts have been made, both intheory and in practice, to broaden the criteria considered, aswell as the stakeholders involved, current transport appraisal

HindawiJournal of Advanced TransportationVolume 2018, Article ID 9267306, 22 pageshttps://doi.org/10.1155/2018/9267306

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2 Journal of Advanced Transportation

methods still consist of littlemore thanCBA supplemented byenvironmental assessments and public consultations. Whilesmaller-scale projects may arguably be well served by CBA,larger transport projects tend to push this framework beyondits limits, leading to broad discontent with the process [4].Current transport appraisal methods have been substantiallydiscredited as a result. There is a need both to developmethods capable of integrating awide range of perspectives ina systematic manner and to test these for large-scale projects.

Multicriteria analysis (MCA) has proven useful in sup-porting transport decision-making by including broader setsof criteria in the appraisal process [5]. The purpose of thispaper is to advance the practicability and usability ofMCA forlarge-scale transport project appraisal. Specifically, this paperbuilds on the multiactor multicriteria analysis (MAMCA)method proposed by Macharis et al. [6, 7] and applies itto the case of HS2 Phase I in order to demonstrate itsusefulness in comparing projects across multiple criteria andfrom multiple perspectives. HS2 is a proposed high-speedrailway network connecting major cities in Britain. Phase Iwill connect London and Birmingham in the West Midlands(221 km), and Phase II will extend the network toManchester,Sheffield, and Leeds (for a total of about 530 km of high-speedrail lines). Further details about this case will be provided inSections 3.3.1 and 3.3.2. For additional background onHS2 inthe context of UK transport planning, see [8].

The MAMCA approach of incorporating multiple actorsas well as multiple criteria is applied to the case of HS2Phase I by conducting a series of structured interviews withkey actors using a specially designed MCA questionnaire.Conceived as a decision-making tool for transport appraisal,a full MAMCA process involves in-depth consideration ofproject objectives and options upfront and a final projectrecommendation at the end. Here, this process is abbreviatedby taking certain project objectives and options as givenand stopping short of recommending a specific project inthe final step. One advantage of this abbreviated process isthat it does not require established transport appraisal proce-dures to be completely replaced. Indeed, it can complementexisting methods—in which environmental assessments andpublic comments end up as voluminous appendices (see also[9])—by presenting multiple perspectives side-by-side, thusincreasing the visibility of alternate viewpoints.

This paper is structured as follows. Section 2 providesbackground on transport appraisal methods and situates theMAMCA approach within the appraisal literature. Section 3describes the research methods, and Section 4 presents theresults of applying the MAMCA process to the HS2 PhaseI case. Section 5 discusses the implications of these results,and Section 6 concludes the paper with recommendations forfuture research.

2. Transport Appraisal Methods

CBA is a widely applied approach for quantifying varioustypes of project impacts based on national or supranationalguidance (see, for example, [10]). Concerned with efficientallocation of economic resources, CBA aims to aggregateimpacts across space and time by translating all impacts

into discounted monetary terms. This common unit bringsobvious advantages of comparability, both across a range ofimpacts and among project options [11].

As applied in practice, however, CBA assessments havelong been criticized for their failure to adequately addressthe consequences of transport development and for beingtoo narrow in terms of criteria considered [3, 5, 12–16]. CBAis said to favor the pursuit of easily measurable economicobjectives at the expense of more complex and long-termsocial and environmental goals [17]. Finally, CBA methodspose particular challenges for large-scale transport projects:as size increases, so does uncertainty, and therefore the cost oftrying to establish certainty too early in the appraisal process[18].

By contrast, MCA compares projects across multiplecriteria, thereby making it possible to assess impacts thatare impossible or impractical to monetize. At its core, MCAconsists of three fundamental steps: (1) assessing projectperformance against the criteria; (2) weighting the criteria;and (3) combining the assessments and weights to derive anoverall value for each project. The MCA literature proposesa variety of techniques for accomplishing these steps andencompasses a wide range of methods for identifying projectoptions, objectives, criteria, and stakeholders [25–28].

The UK has been at the forefront of MCA developmentsfor transport project assessment [14], and the official UKTransport Analysis Guidance (WebTAG) combines CBA andMCA approaches in a wider decision-support framework[29, 30]. A key outcome of the impact assessment of transportappraisal is the completion of an Appraisal Summary Table,which summarizes all economic, environmental, and socialimpacts, qualitatively and quantitatively [31]. ForHS2 Phase I,the environmental impact assessment (EIA) process, by itself,is said to have generated almost 50,000 pages of material[19, 32]. This input then feeds into the MCA analysis of thestrategic, economic, financial, delivery, and commercial case(see [31] Figure 3 p6).

Another challenge for project appraisal is to incorporatethe concerns of various stakeholders. Although existing Euro-pean legislation prescribes various mechanisms for publicparticipation, for example, via directives on EIA and strategicenvironmental assessment, general experience suggests thatdifferent types of stakeholders are not effectively integratedin practice. For example, EIAs are often found to be subject to“unstructured stakeholder involvement and inefficient publicparticipation” [33].

In transport appraisal, the MAMCA method has beenproposed as a method to formalize the inclusion of variouscompeting stakeholder interests [6, 7, 34]. Based on thestrategic stakeholder management literature, a stakeholder isdefined as any individual or group (organized or not) who isable to affect or is affected by (or both) the ultimate outcomeof a particular issue [6, 35]. This paper follows and furtherdevelops the MAMCA approach by focusing on a subsetof stakeholders and proposing specific appraisal steps forsoliciting a broad range of perspectives within that subset.The stakeholder groups of interest in this paper includetransport planners and professionals broadly defined toincorporate expertise in the diverse fields of transportation,

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Journal of Advanced Transportation 3

Table 1: Appraisal process. Novelty: ✓ = original research; (✓) = known method, novelty in implementation.

Stage Appraisal step Conducted how By whom Novel In section

Questionnaire Design

Define objectives Predetermined (1) 3.3.1Define list of project options Predetermined (mostly) (2) + research team 3.3.2Define list of assessment criteria Predetermined (3) 3.3.3

Define stakeholder groups of interest Develop questions to elicitrespondent traits Research team ✓ 3.3.4

Response Elicitation

Select criteria from list Binary/Mark any number Survey respondents ✓ 3.4.1Weight selected criteria Direct weighting Survey respondents (✓) 3.4.2

Assess project performance for selectedcriteria

Pairwise comparison ofprojects (multiplicativeAHP) for each criterion

Survey respondents (✓) 3.4.3

Data Analysis

Average performance assessments acrossall respondents for each criterion

Geometric mean of allassessments (multiplicativeAHP) for each criterion

Research team 4.1

Assign respondents to stakeholder groups Decision rules based onrespondent traits Research team ✓ 4.2

Calculate criteria weights for eachstakeholder group

Arithmetic mean of groupmembers’ weights for eachrobust criterion

Research team 4.3

Calculate project preferences for eachstakeholder group based on own criteriaweights and all-respondent performanceassessments

Multiplicative aggregation Research team 4.4

Sources: (1) HS2 Ltd [19]; (2) HSR along M1 motorway: HS2 Ltd [20]; WCML upgrade: Atkins and HS2 Ltd [21, 22]; (3) Barradale and Cornet [23]

energy, economics, and environmental issues as they relateto HS2. These actors thus represent a multitude of relevantperspectives, even as they cannot be seen to represent allstakeholders. We then take these actors through an actualappraisal process in order to demonstrate the feasibility ofsoliciting, aggregating, and presenting multiple perspectives.

3. Methods

3.1. Data Collection. Data collection aimed for a balancebetween the two extremes of gathering all respondents ina single workshop (maximum interaction) and conductingan online survey (no interaction). Specifically, we conductedin-person interviews, combining semistructured discussionwith completion of a structured electronic questionnaire.This had the advantage of enabling the interviewer to provideclarification of the steps, criteria, scales, and other com-plexities (similar to a workshop setting), thereby enhancingdata quality. In contrast to a workshop setting, however,there was no interaction among respondents. This may havedisadvantages if the assessment goals are exploratory (e.g.,defining objectives), but may have advantages if the goal is toensure representation of a variety of perspectives (e.g., avoid-ing group-think; providing confidentiality which encouragesrespondents to share views more fully with interviewer).The semistructured interview format, combined with thestructured online tool, provides a rich source of qualitativedata that serve to improve the process and reach a fullerunderstanding of the case.

The target population for interviews consisted of trans-port planners and experts, both practitioners and researchers,

employed in all sectors (public, private, non-profit, andacademic). In order to test the approach, we were primarilyinterested in transport professionals in the UK, or in somecases from other parts of Europe if they were involved withHS2.

To identify potential respondents, we relied on threesources: (1) a long list of attendees from private and govern-mental institutions present at a large seminar on appraisalmethods at University College London held in 2014; (2) theofficial parliamentary reports listing all petitioners with theirevidence; and (3) our own network of transport planners andacademics.

In all, we interviewed ca. 40 transport professionals, 33of whom filled in the questionnaire. Even if this does notrepresent a perfect sample of all relevant transport profes-sionals, it comprises a substantial number of professionalswho represent a broad diversity of expertise. Moreover,this research incorporates their views in a transparent andsystematic manner. Although the official appraisal of HS2Phase I solicited the input of many professionals and experts,the process by which this input was incorporated was quiteidiosyncratic and opaque.

3.2. Overview of Appraisal Steps and Survey Process. Thetwelve steps of the appraisal process we defined are compa-rable both to von Winterfeldt and Edwards’s [36] eight-stepMCA process and toMacharis et al.’s [6] seven-stepMAMCAprocess. The individual appraisal steps (see Table 1) are bestdescribed by grouping them in terms of three stages of thesurvey process:

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4 Journal of Advanced Transportation

Table 2: Summary of the three project options assessed in the survey.

HS2 Phase I Alternative 1: West Coast MainLine upgrade

Alternative 2: High-Speed Railalong M1 motorway

Base investment cost ca. m20 billion(m19.4-21.4bn)

ca. m3 billion(m2.6-3.8bn)

ca. m22 billion(m2.2bn more than HS2 Phase I)

Journey time betweenLondon Euston andBirmingham

49 minutes 73 minutes(currently: 85 minutes) 55 minutes

Maximum speed 250 mph (=400 kph) 140 mph (=225 kph)(currently: 125mph or 200kph)

186 mph (=300 kph)(same as HS1 between London andParis)

Key features

(i) New dedicated line from Londonto Birmingham with no stations inbetween(ii) Route avoids major populationcentres by running mostly throughrural areas(iii) Route passes through ChilternsArea of Outstanding Natural Beauty(AONB)

(i) Line passes through and servesmany population centres betweenLondon and Birmingham(ii) Requiring very little additionalland(iii) Some disruption of existingservice expected during upgrade

(i) New dedicated line from Londonto Birmingham with no stations inbetween(ii) Route passes through or nearmany population centres(iii) Avoids Chilterns Area ofOutstanding Natural Beauty(AONB)

(i) appraisal steps conducted as part of questionnairedesign (defining objectives, project options, and cri-teria; developing questions to identify stakeholdergroups);

(ii) appraisal steps conducted through response elicitation(selecting and weighting criteria; assessing projectperformance);

(iii) appraisal steps conducted during data analysis (iden-tifying stakeholder groups; calculating project prefer-ences for each stakeholder group).

3.3. Questionnaire Design. Several of the initial appraisalsteps were conducted and defined during the process ofdesigning the questionnaire.

3.3.1. Project Objectives. Objectives should be defined beforeprojects are assessed. A statement of objectives clarifies whatthe decision is trying to achieve; it also frames the problemat hand, thereby limiting the options that may be consid-ered. The defining of objectives therefore has considerableinfluence on subsequent appraisal steps. In a full MAMCAprocess, defining the problem and brainstorming alternatives(options generation) are an important part of the reflexiveprocess.

In the real world of transport planning, however, objec-tives are typically set by governments, and not always intransparent ways. In the case of HS2, the objectives laid outby the UK government are as follows (see [19] section 3.1):

(i) provide sufficient capacity tomeet long-term demandand to improve resilience and reliability across thenetwork;

(ii) improve connectivity by delivering better journeytimes and making travel easier.

These objectives were reproduced “as is” in the firstsection of the questionnaire. Limiting the scope in this way

required respondents to accept the validity of the statedobjectives and arguably raises concerns about addressingwider sustainability issues (see, e.g., [37]). However, conduct-ing a full MAMCA process was beyond the scope of thisresearch.

3.3.2. Project Options. During the early stages of the HS2Phase I appraisal process, a number of alternatives wereproposed and assessed. In the questionnaire, we selectedtwo rail proposals for further analysis and comparison, inaddition to the officially adopted HS2 project. One is analternative high-speed rail alignment following an existingtransport corridor (theM1motorway alignment, seeHS2 Ltd,2012).The other is an extended upgrade to the existing West-Coast Main Line. This upgrade would tackle “bottlenecks”and provide additional capacity mainly through a programof train lengthening, increased frequency, modernization ofjunction designs, and the provision of additional tracks insome locations [21, 22]. Having decided to adopt the officialHS2 goals for our own appraisal process, we selected theseparticular proposals because they, too, accept the objectives ofHS2 as given and seek to meet those same objectives throughalternative projects. Furthermore, both are rail projects,which aids the comparison with HS2. Finally, both alternativeproposals were sufficiently well developed for information tobe available on the potential impacts of each.

The questionnaire displayed a summary table with keyfeatures of each project (see Table 2), as well as a mapshowing the three alignments (see Figure 1). More detaileddescriptions of the three project options were available byclicking a button in the online survey (see Table 3), ordirectly from the interviewer. Attention was given to writingthe descriptions as impartially as possible to avoid inferringpotential positive or negative impacts.

The questionnaire gave respondents the possibility ofadding a fourth project option of their choice. A number ofrespondents chose to do so, in which case the questionnaire

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Journal of Advanced Transportation 5

HS2 Phase 1as proposed

High Speed Railalong M1 motorway

Existing WestCoast Main Line

Chilterns Area ofOutstanding Natural

Beauty (AONB)

Figure 1: Alignment of the three project options assessed in the survey. Map data: Google.

incorporated this additional option into subsequent perfor-mance assessment questions. Several respondents added a“Do minimum” option, some because they saw a need toestablish a neutral baseline, others because they contestedthe stated goals of increased capacity and speed (arguing,for example, that accessibility, affordability, and quality ofjourney experience on the rest of the network were moreimportant in the UK context). A few others contestedthe geographical scope and chose to add investment inurban mobility (centered around improving public transportand cycling facilities) as a more realistic and cost-effectivealternative for improving mobility and for reducing carbonemissions. On the one hand, allowing the inclusion of suchoptions raises comparability challenges, since these are notassessed by all respondents; on the other hand, doing soprovides an opportunity to record the feedback and proceedwith the survey.

3.3.3. Assessment Criteria. The criteria weighting processdescribed below (Sections 3.4.1 and 3.4.2) is based on a list ofassessment criteria developed by Barradale and Cornet [23]in a prior, preparatory stage of this research. Using the criterialisted in the Transport Analysis Guidance (WebTAG) by theUK government [29] and the impacts assessed in the HS2appraisal documents [32, 38] as a starting point, Barradaleand Cornet [23] consulted a wide range of experts, adoptingan iterative, mixed deductive/inductive approach to producea comprehensive and coherent list of criteria for comparingHS2 and its alternatives.

In addition to direct project impacts (those costs andbenefits typically considered in transport appraisal, includingthe official appraisal of HS2 Phase I), this list includes broaderimpacts on society and the environment. The final list of 28assessment criteria is presented in Table 4, with completedescriptions in Table 5. The purpose of this comprehensivelist is to have a reference point for the participants to

consider in their criteria selection. They might not choose toevaluate all criteria, but at least they are given the possibilityof considering a wide range of issues, thus addressing theproblem of omission bias.

3.3.4. Questions to Identify Stakeholder Groups. Stakeholdergroups may be selected and defined in various ways, depend-ing in part on the goal of analysis. As mentioned above,the overall subset of stakeholders targeted in this paper wastransport planners and experts, where expertise is broadlydefined to include engagement with a wide range of issuesrelating to HS2. This larger group was then subdivided intosmaller groups to highlight the diversity of perspectives.

A key objective in this particular application of theMAMCA approach to the case of HS2 Phase I was thedesignation of a stakeholder group to represent a “sustain-ability viewpoint” (see [39] for details on the concept ofsustainability viewpoint and various ways to define it). Here,this stakeholder group consists of transport professionalswith “sustainability expertise” (defined in Section 4.3).

Regardless of focus, stakeholder identification must bebased on clearly defined criteria that are independent ofappraisal process and outcome. For the purpose of identifyingstakeholder groups in this paper, respondents were askedquestions about their professional background and experi-ence:

(i) educational background, including transport andenvironmental studies,

(ii) sector of employment,(iii) type of involvement with HS2/transport infrastruc-

ture,(iv) areas of focus/analysis within transport planning and

appraisal (e.g., social and environmental impacts).

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6 Journal of Advanced TransportationTa

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xpectedto

costin

ther

egionof

m2.6billion

,but

couldbe

expand

edincrem

entally

(e.g.,u

pgrading

theC

hiltern

line).

Form

oreinformationsee

https://w

ww.gov.u

k/government/p

ublications/high-speed-rail-str

ategic-alternatives-study-upd

ate-follo

wing-consultatio

nan

dhttps://w

ww.gov.u

k/government/p

ublications/hs2-phase-one-enviro

nmental-statement-v

olum

e-5-alternatives-reportand

https://w

ww.gov.u

k/government/c

ollections/th

e-str

ategic-case-for-hs2

HighSp

eedRa

ilalon

gM1

motorwa

y

Thisalternativeh

igh-speedrailroutew

ould

follo

wexistingmotorways.Th

isalignm

entw

ould

follo

wthep

ropo

sedHS2

routefrom

Eusto

nto

Old

Oak

Com

mon

,where

itwo

uldthen

head

duen

orth

follo

wingtheM

1and

M45/A

45towards

Birm

ingh

am.

Thea

lignm

entalong

theM

1corrid

orthroug

hLu

tonistheo

nlyviablerouteb

etwe

enLo

ndon

andtheW

estM

idland

sthatcan

avoidthe

Chilterns

Areao

fNaturalBe

auty(A

ONB).Th

isalternativew

ould

thereforeh

avelow

erim

pactso

nnatio

nally

protectedecologicalsites,

ancientw

oodlands

andBiod

iversityAc

tionPlan

habitats.

Follo

wingthec

urvatureof

theM

1motorway

requ

ireslow

erspeed.Th

emaxim

umspeedwo

uldbe

186mph

,which

isthes

amea

sHS1

betweenLo

ndon

andParis

.Traveltim

ebetwe

enLo

ndon

andBirm

ingh

amon

thisroutew

ould

be55

minutes.

Byfollo

wingtheM

1,thisroutew

ould

encoun

terseverallargep

opulationcentres,inclu

ding

Hem

elHem

pstead,M

ilton

Keyn

es,and

Luton

(acombinedpo

pulatio

nof

480,00

0peop

le).In

ordertoredu

cetheimpacton

commun

ities,thisrou

teinvolves

substantialsectio

nsof

tunn

ellin

g,thus

increasin

gthep

roject’scostandcomplexity.L

ower

speedwo

uldredu

ceno

ise,thu

salso

helpingto

redu

cetheimpacton

commun

ities.Still,thisalternativeinvolvesd

emolition

ofnu

merou

sdwe

lling

s.Th

ecosto

fcon

structin

gthisroutew

ould

bem2.2billion

morethanforthe

prop

osed

HS2

route.

Form

oreinformation,

see

https://w

ww.gov.u

k/government/p

ublications/review-of-h

s2-lo

ndon

-to-w

est-m

idland

s-route-selection-and-speed

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Journal of Advanced Transportation 7

Table 4: List of 28 assessment criteria for HS2 Phase I [23].

Direct project impacts(internal costs & benefits)

Indirect societal impacts(externalities - people)

Environmental impacts(externalities - planet)

(1) Journey cost & affordability (11) Accessibility (20) Agriculture, forestry & soils(2) Journey experience (12) Accidents & safety (21) Air quality(3) Journey reliability & system resilience (13) Community disruption & severance; blight (22) Biodiversity & nature(4) Journey time (14) Equity & distributional effects (23) Carbon footprint(5) Project costs (15) Land use & urban development (24) Material footprint(6) Project delivery risks (16) Landscape, townscape & cultural heritage (25) Noise & vibration(7) Rail capacity for freight (17) Prestige & image (26) Solid waste & disposal(8) Rail capacity for passengers (18) Rail industry growth & innovation (27) Water & land contamination(9) Traffic & transport disruption (19) Regional economic development & regeneration (28) Water resources & flood risk(10) Transport integration & connectivity

3.4. Response Elicitation. The next three appraisal steps wereconducted through the elicitation of responses in the onlinequestionnaire.

3.4.1. Criteria Selection. The questionnaire displayed the listof 28 criteria shown in Table 4, with more detailed definitionsavailable to respondents by clicking a button in the onlinesurvey (see Table 5) or asking the interviewer for clarification.Respondents were given the opportunity to add (up to 3)additional criteria, in case they felt some were missing.Respondents were also given the possibility of adding open-ended comments. This qualitative data was used in earlierstages of the research to refine the criteria list (see [23]).

Respondents were then asked to select criteria fromthe full list of 28 (plus any the respondent had added).The software was set up to require at least 3 but couldaccommodate any number up to 28 (plus any added criteria).From an analysis perspective, more is better; from a userperspective, fewer is better, as each additional criterionlengthens the assessment process. In balancing the benefitsof more versus fewer criteria, we suggested that respondentsselect “at minimum 6.” In practice, respondents rarely pickedmore than 9.

Some respondents raised a question about the appropriatebasis for criteria selection and whether it should be contextualrelevance (i.e., which criteria are most relevant in a particularcase for comparing specific projects?) or normative preference(i.e., which impacts should we care about most?). Somerespondents considered this to be a critical distinction: forexample, one respondent rated biodiversity and carbon foot-print very highly in principle, yet did not deem it necessary toselect them in this case, because he considered the marginaldifferences among the three projects to be too small to matter.

We chose to circumvent the issue through careful phras-ing of the question to avoid mentioning either “relevance”or “importance”: the questionnaire asked respondents whichcriteria they thought “should be used for assessing the prosand cons of HS2 Phase I and its alternatives [emphasisadded].” In other words, respondents selected criteria onwhatever basis they deemed appropriate. Most respondentswere content with this lack of specificity, perhaps intuitivelyconflating relevance and importance in their selection.

3.4.2. Criteria Weighting. In the next step, respondents wereasked to weight the criteria by rating “the relative importanceof each criterion” they had selected. Respondents were foundto be comfortable with using sliders, which provided an easy-to-understand and consolidated visual representation of theirpreferences (see Figure 2).

3.4.3. Performance Assessment. Methods for assessing projectperformance should address issues of accuracy and objectiv-ity. Accuracy involves both the assessor (whose judgment issolicited) and the assessment process (how the judgment iselicited). Determining who should conduct the assessmentinvolves a value judgment about who is sufficiently qualifiedto be able to make an accurate assessment of project perfor-mance.

On this issue we made a key methodological choiceto ask the same people who had selected and weightedcriteria in the previous step to also conduct the assessments.Procedurally this involved each respondent assessing projectperformance for each criterion he/she had selected. Thisapproach is unusual: more commonly, the weighting ofcriteria is decoupled from the assessment of project perfor-mance, with the latter performed by a single expert, or smallgroup of them, using available knowledge and forecasts [34].However, reliance on this conventional notion of expertiseinvolving few individuals may introduce overconfidence biaswith respect to those criteria that transport planners areaccustomed to assessing, such as capacity and traffic impacts,at the expense of wider economic, social, and environmentalimpacts, with which they may be less familiar.

Since our interviews specifically targeted transport pro-fessionals who were familiar with HS2, we felt it was rea-sonable to assume a generally sufficient level of competenceamong respondents. We also assumed that those respondentswho selected particular criteria were also best qualified tomake an expert judgment about them. Even should this notalways be the case, the phrasing of our question about projectperformance explicitly asked respondents to “evaluate to thebest of your ability, however feel free to skip directly to thenext question if you have no opinion.” One improvementcould be to ask respondents to rate their level of confidencein their own assessments, but we perceived it to be more

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8 Journal of Advanced Transportation

Table5:Fu

lldescrip

tions

ofthe2

8assessmentcriteriaforH

S2Ph

aseI,providedin

theq

uestion

naire

asadditio

nalinformationforrespo

ndents.

Criterion

Descriptio

nDire

ctprojectimpa

cts(in

ternalcosts

&benefits)

(1)Jou

rney

cost&

affordability

Journeycost(propo

sedor

expected)isthe

pricep

assengersp

ayfora

trip.Inthiscontext,affordabilityisdefin

ednarrow

lyin

term

sof

whether

thisparticularm

eans

oftra

nsportisexpected

tobe

affordabletowo

uld-be

users.Ifyour

concernisabou

twhatm

ight

happ

ento

otherm

eans

oftransport,whether

currently

inexistence

orprop

osed

forthe

future,asa

resultof

thisprojectb

eing

realized,pleaser

efer

to“Equ

ityanddistr

ibutionaleffects.”

(2)Jou

rney

experie

nce

Journeyexperie

nceisa

measure

ofther

ealand

perceivedph

ysicalandsocialenvironm

entexp

erienced

whiletravellin

g.Itinclu

desthe

overallqualityof

facilitiesa

ndinfrastructure(statio

nsandrolling

stock),as

wellas

moretangiblefactorslik

eavailabilityof

seats,comfort,

provision

ofrelevant

inform

ation,

safety

&security,crow

dedn

essa

ndotherstre

ssfactors.Moreover,experie

nceo

ftim

easp

erceived

byusersincludese

ntertainmentand

scenery.

(3)Jou

rney

reliability&

syste

mresilience

Journeyreliabilityrefersto

varia

bilityin

journeytim

ethatind

ividualsareu

nabletopredictd

ueto

recurringevents(e.g.,c

ongestion

)or

non-recurringevents(e.g.,a

ccidents)

.For

publictransportthisisu

suallymeasuredas

thes

tand

arddeviationof

latenessdividedby

average

lateness.R

esilience

refersto

thea

bilityof

atranspo

rtsyste

mor

networkto

recoverfrom

disrup

tions

caused

bynaturaldisa

stersor

human

factors.Re

siliencea

ndreliabilityarer

elated

inthatwhenresilienceish

ighitisreflected

inreliabilityas

well.

(4)Jou

rney

time

Journeytim

e isd

efinedas

traveltim

efrom

statio

nof

origin

tosta

tionof

destinatio

n.High-speedrailisaimed

atredu

cing

traveltim

e.

(5)P

rojectcosts

Totalcosto

fprojectto

taxpayers,comprising

both

upfro

ntandon

goingcosts

.Upfront

capitalinvestm

entincludesc

onstr

uctio

ncosts

from

mainwo

rkcontracts(sta

tions,tracks,rolling

stock,pow

er,and

signalling

),land

andprop

ertycosts

(acquisitionandcompensation),

administrativ

ecosts(design,

managem

ent,consultatio

n).O

ngoing

costs

inclu

detrainandsta

tionop

erations,m

aintenance,and

renewal

costs

.

(6)P

rojectdeliveryris

ks

Uncertaintie

sduringplanning

andconstructio

nsta

gesregarding

finalprojecto

utcome.Th

eser

isksinclude

costoverruns,con

structio

ndelays,and

underperform

ance

ofnewtechno

logy.R

isksc

anbe

mitigatedby

consultin

gkeyexpertsa

ndsta

keho

lderse

arlyin

thep

rocess

andby

cond

uctin

gpilotstudies.R

isksc

anbe

exacerbatedwhencostestim

ates

ares

ubjectto

optim

ismbias

(und

erestim

ation,whether

intentionaloru

nintentio

nal).

(7)R

ailcapacity

forfreight

Any

increase

inrailcapacitywill

also

increase

thec

apacity

availablefor

freight,w

hether

directlythroug

hthec

onstr

uctio

nof

newtracks

availabletofre

ight

andpassengers,orind

irectlythroug

hthec

onstr

uctio

nof

newpassengerlines,thu

sfreeing

uptracks

thatwe

repreviously

shared

with

passengers.A

nincrease

inrailcapacityavailablefor

freight

transportw

ould

beableto

meetgrowingdemandforfreight

transportand

/orreducer

ailcostsforfreight

users.Th

isin

turn

couldresultin

shiftingfre

ight

from

roadstorail.Ifyour

interestin

rail

capacityisprim

arily

relatedto

mod

alshift

andther

esultin

gpo

ssibility

ofredu

cing

CO2e

missions,pleaser

efer

to“C

arbo

nfootprint.”

Ifyour

interestismoreg

enerallyin

increasin

gcapacityandredu

cing

costs

forfreight

users,please

selectthiscriterio

n.

(8)R

ailcapacity

for

passengers

Passengerc

apacity

isthetotalnu

mbero

fpeoplea

means

oftransportisa

bletotransfe

rinag

iven

perio

d(m

easuredfore

xamplein

person

-km

perd

ay).Increasin

gpassengerc

apacity

isparticularlyrelevant

whentraveldemandisexpected

togrow

andpo

licym

akersw

ant

tosatisfy

thatdemand.One

way

ofincreasin

gpassengerc

apacity

isto

increase

frequ

ency

ofservice,which

isalso

madep

ossib

leby

increasin

gtrainspeed.Other

metho

dsof

increasin

gcapacityinclu

deleng

theningtrains

orbu

ildingnewtracks/rou

tes.In

additio

nto

meetin

ggrow

ingtraveldemand,increasin

gpassenger

capacitymay

also

encouragea

shift

from

otherm

odes

ofpassengertranspo

rt(air,

car)

torail.Ifyour

interestin

railcapacityisprim

arily

relatedto

mod

alshift

andther

esultin

gpo

ssibilityof

redu

cing

CO2em

issions,pleaser

efer

to“C

arbo

nfootprint.”

Ifyour

interestin

railcapacityismored

irectlyabou

tmeetin

gpassengern

eeds

fortravel,please

selectthiscriterio

n.

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Journal of Advanced Transportation 9

Table5:Con

tinued.

Criterion

Descriptio

n

(9)T

raffic&

transport

disrup

tion

Welfare

impactso

nrailusersc

ausedby

transportd

isrup

tiondu

ringprojectcon

structio

n(e.g.,W

CMLup

grade)

and/or

onno

n-railusers

caused

bytraffi

ccon

gestion

from

constructio

ntrucks

(HS2).Th

isisprim

arily

acon

structio

n-ph

aseimpact.Ifyou

rinterestisin

longer-te

rmim

pactso

ntraffi

cpatternsa

ndotherinfrastr

uctureconfl

icts,

please

referto“C

ommun

ityseverance”

and/or

“Landuse&

urban

planning

.”Ifyour

interestin

traffi

cpatternsisrelated

toCO2em

issions,pleaser

efer

to“C

arbo

nfootprint.”

(10)

Transportintegratio

n&conn

ectiv

ity

Extent

towhich

thep

ropo

sedprojectw

ould

beintegrated

with

andconn

ectedto

othertranspo

rt.Th

isinclu

desintermod

alintegration ,

which

refersto

howwe

lldifferent

mod

esof

transport(train,

bus,ferry,etc.)

areinterconn

ected.Interm

odalintegrationcanalso

referto

provision

sfor

activ

emod

esof

transport(cycling,walking

,etc.).

Whensuch

conn

ectio

nsares

moo

thandconvenient,intermod

alintegrationcanplay

anim

portantroleinprom

otinggreenandhealthy/activ

etravel.Transportintegratio

nalso

inclu

desc

onnectivity

oftravelsegm

entswith

inthes

amem

odeo

ftranspo

rt(tr

ain-to-tr

ain,bu

s-to-bus,etc.).

Con

nectivity

isac

loselyrelatedconceptthatcon

siders,alon

gsidetotaltraveltim

e,passengerd

iscom

fortassociated

with

waitin

g,transfe

r,andaccess/egresstim

es.Transitconn

ectiv

ityaimstoprovidea

ttractiv

eand

“seamless”transfersalon

gmultim

odalpathsa

sparto

fthe

door-to

-doo

rpassenger

chain.

Indirectsocietalim

pacts(externa

lities

-people)

(11)Ac

cessibility

Accessibilityreflectsthe

rangeo

fopp

ortunitie

sand

choicesp

eopleh

aveinconn

ectin

gwith

employment,education,

essentialservices,and

socialnetworks.Itcan

bemeasuredas

acatchmentareaa

ndisconcernedwith

travelho

rizon

s(journeytim

esanddista

nces).Itismore

holistic

than

transportu

serb

enefits,

asitconsidersthe

availabilityandph

ysicalaccessibilityof

atranspo

rtserviceinconn

ectio

nwith

the

locatio

nof

otherservicesa

ndactiv

ities.A

ccessib

ilityalso

inclu

deso

ptionvalue(thev

alue

ofthee

xiste

nceo

fthe

servicefor

convenienceo

run

plannedtrips)andno

n-usev

alue

(app

reciatingthatas

ervice

isavailablefor

others).

(12)

Accidents&

safety

Risk

ofindividu

als(bo

thtransportu

sersandno

n-users)beingkilledor

injuredas

aresulto

faccidents,

usually

measuredin

numbero

fcasualtie

s,fatalitieso

rinjuriesinag

iven

perio

d.Re

fersto

both

constructio

nandop

erationph

ases.E

xpectedcasualtie

swill

vary

with

infrastructuredesig

nandroute,depend

ingfore

xampleo

nroad

intersectio

ns,crossings/brid

ges,andsiz

eofthe

neighb

ourin

gpo

pulatio

n.

(13)

Com

mun

itydisrup

tion

&severance;blight

Com

mun

itydisrup

tionrefersto

thetem

porary,disr

uptiv

eimpactso

fprojectconstructio

non

resid

entia

lproperty,pu

blicspaces,and

commun

ities

asaw

hole.Itincludesimpactso

nthea

menity

ofresid

entsin

ther

emaining

partso

fthe

resid

entia

ldevelop

ment,inclu

ding

pleasantnessandvisualintrusion.

Com

mun

ityseverance referstothem

orelastin

gim

pactso

nac

ommun

ity,evenaft

erconstructio

nisfin

ished

andthetranspo

rtsyste

mis

operating.Severanceisthe

realor

perceivediso

latio

nof

resid

entia

lpropertieso

rcom

mun

ityfacilitiesd

ueto

physicalor

visualbarriers

caused

bytransportinfrastr

uctureor

traffi

cflow

s.Severanceisu

suallymeasuredas

aphysic

albarriertopedestr

ianmovem

ent,bu

talso

tocyclists,equestr

ians,childrenor

otherv

ulnerableg

roup

s.Blight

isther

eductio

nin

prop

ertyor

neighb

ourhoo

dvaluen

earp

ropo

sedprojectsites.Blight

takesp

lace

assoon

asap

otentia

lprojector

routeisp

ropo

sedandisparticularlyof

concernwhenthed

esignandconsultatio

nperio

dextend

soverm

anyyears.Blight

becomes

lessof

aprob

lem

once

adecision

hasb

eenreached,as

prop

ertyvalues

inareaso

frejectedprojectsmay

recovera

ndprop

ertyow

nersaffectedby

realized

projectsmay

becompensated.H

owever,itisv

erymuchap

roblem

fora

nyon

ewho

wantsto

sellaffectedprop

ertybefore

afinal

decisio

nhasb

eenreached.

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10 Journal of Advanced Transportation

Table5:Con

tinued.

Criterion

Descriptio

n

(14)E

quity

&distr

ibutional

effects

Con

cernsa

bout

thed

istrib

utionof

projectcostsandbenefitsa

crossd

ifferentsocialgroup

sorg

eographicallocations.E

quity

isconcerned

abou

tequ

ality

ofop

portun

ity,w

ithap

artic

ular

focuso

nvu

lnerablegrou

ps.A

ffordability

oftransport(usually

measuredas

prop

ortio

nof

incomes

pent

ontransport)isrelatedto

equity

whenther

ealizationof

apartic

ular

projectresultsin

achangeintheo

ptions

availableto

others.Th

iscouldhapp

enifexistingtransportreceiveslessfun

ding

asar

esulto

fano

ther

projectb

eing

selected.C

loselyrelatedisthe

concepto

fopp

ortunitycost :

whatelse

couldthem

oney

bespento

n?Whereas

equity

emph

asizes

whoreceives

theb

enefits(e.g.,

transportatio

nforw

hom?),opp

ortunitycostem

phasizes

what

them

oney

isspento

n(tr

ansportatio

n?education?

sports?

andwith

intransportatio

n,wh

atkind

oftransport?)B

othop

portun

itycostandequityinvolvep

rioritizingthes

pend

ingof

publicmon

ey:onwhatand

forw

hom?

(15)

Land

use&

urban

developm

ent

Impactsthatn

ewtransportp

rojectsh

aveo

nland

use(resid

entia

l,indu

strialorc

ommercial)and

allocatio

nof

activ

ities

–also

referred

toas

Land

-Use

&TransportInteractio

n(LUTI).Ch

angesinthetranspo

rtsyste

maffectaccessib

ility,w

hich

reallocateslanduses

anddeterm

ines

thelocationof

newactiv

ities.Transpo

rtpo

liciesa

ndmeasures(e.g

.,TO

D,transit-oriented

developm

ent)canlead

tomoree

nergy-effi

cient

urbanform

s.Ofp

artic

ular

impo

rtance

inthec

ontextof

urbandevelopm

entisw

hether

housingwill

beactiv

elybu

iltalon

gwith

transport

infrastructure.

(16)

Land

scape/townscape

&cultu

ralherita

ge

Land

scape/townscape

impactsrefer

tochangesinthep

hysic

alandcultu

ralcharacteristicso

fthe

land

andperceptio

nsthatmakeu

pand

contrib

utetoland

scapec

haracter(“senseo

fplace”).Itcon

sistsof

impacted

topo

graphy,views,tre

ecover

(forlandscape)and

allaspectsof

theu

rban

form

(fortow

nscape),fro

mconstructio

nplansa

long

ther

outeto

overhead

lines,statio

ns,depots,tunn

elsa

ndventilatio

nshaft

s,fences

andbarriers,brid

ges,etc.Cu

lturalh

erita

geim

pactsrefer

toarchaeologicalandpaleo-environm

entalrem

ains

(ancient

buria

ls;ancientenviro

nments)

,historicland

scapes

andbu

ildings,and

theb

uiltenvironm

ent(bo

thdesig

natedandno

n-desig

natedassets)

,kno

wn

collectively

asheritagea

ssets.

(17)

Prestig

e&im

age

Prestig

e,pu

blicrecogn

ition

,and

positivem

ediacoverage

thatmay

begeneratedforthe

natio

n,ar

egion,or

publicoffi

cials.Pu

blicexpo

sure

thatap

rojectmay

generateforitsprop

onentsor

forp

oliticians.Th

ismay

also

inclu

dethep

otentia

lcon

tributionof

aprojectto

creatin

ga

senseo

fregionalorn

ationalidentity

orpride.

(18)

Railindu

strygrow

th&

inno

vatio

nCon

tributionto

strategicgoalso

fencou

raging

techno

logicalinn

ovation,grow

thof

commercialexpertise

with

inas

pecific

indu

stry,and

developm

ento

fnew

skillsinthelabou

rforce.Th

ismay

inclu

dethec

reationof

dedicatedtraining

centres.

(19)R

egionalecono

mic

developm

ent&

regeneratio

n

Region

alecon

omicdevelopm

ent referstowe

lfare

benefitsthatare

broaderthantransportu

serb

enefits.

Thesew

ider

econ

omicim

pacts

(WEI)a

ffectthelabou

rmarket,prod

uctm

arketand

land

market:(1)a

gglomerationeffects:

accessibilityof

firmstootherfi

rms,prod

ucts

andwo

rkers;theincreaseinlabo

urprod

uctiv

ityfro

mincreasedproxim

ity,kno

wledgea

ndtechno

logy

spillovers;(2)w

elfare

gain

forfi

rms

who

segood

sand

services

requ

iretransport;and(3)increased

taxrevenu

esfro

mthelabou

rmarket.Re

gion

aldevelopm

entalso

inclu

des

rebalancingthen

ationalecono

myandbridging

theN

orth-Sou

thdivide.

Wheninfrastructureislocatedin

areasd

esignatedfore

cono

micdevelopm

entu

nder

UKor

EUregeneratio

nprogrammes,projectsc

anhelp

meetregenerationgoalsb

ystimulatingecon

omicactiv

ityandem

ployment.

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Journal of Advanced Transportation 11

Table5:Con

tinued.

Criterion

Descriptio

nEn

vironm

entalimpa

cts(externa

lities

-planet)

(20)

Agriculture,forestry&

soils

Soilqu

ality

impactso

nagric

ulturaland

forestr

yland

.Thed

river

island

“taken”from

agric

ulture

andforestr

yfora

ninfrastructureproject,

butthe

impactof

concernisno

tanacreageissue,but

rather

thelosso

fhigh

-qua

lityfarm

soil.Fo

rinfrastr

uctureprojects,

ahectareisa

hectare.Bu

tfor

farm

s,therea

redifferences

insoilqu

ality,and

thismay

notgetcompensated

inthelandprice.Protectin

ghigh

-quality

agric

ulturaland

forestr

yland

may

also

beconsidered

aprio

rityforsociety.

(21)Airqu

ality

Impactso

nlocaland

region

alairq

ualityfro

mdu

standem

issions

durin

gbo

thprojectcon

structio

nandop

eration.Im

pactsc

anbe

both

positive(

e.g.,decreasedem

issions

from

road

transportifm

odalshift

occurs)and

negativ

e(e.g

.,increased

emissions

from

diesel

locomotives

orincreasedroad

traffi

caroun

dsta

tions

anddepo

ts).

Pollu

tantsimpactinglocaland

region

alairq

ualityinclu

deoxides

ofnitro

gen(N

Ox),volatile

organicc

ompo

unds/hydrocarbon

s(V

OC/

HC/

PAH),particulatem

atter(PM

),oxides

ofsulphu

r(SO

x),ozone

(O3),carbo

nmon

oxide(

CO),andtracem

etals.Globalair

pollu

tants(CO2a

ndotherg

reenho

useg

ases)a

recoveredun

der“carbon

footprint”.

(22)

Biod

iversity&nature

Impactso

nnatureconservatio

narising

from

habitatlossa

nddegradation,

fragmentatio

nof

sites,severance

ofecologicalcorridorsa

ndnetworks,n

oise

andvisualdistu

rbance,barrie

reffectstomovem

ento

ffauna,artificiallig

hting,changesinwater

quality

andqu

antity,air

pollu

tion,

andmortalityas

aresulto

fcollisions

with

trains.Includedhere

areimpactso

nprotectedspeciesa

ndhabitats,

such

asSiteso

fSpecialScientifi

cInterest(SSSIs),A

reas

ofOutsta

ndingNaturalBe

auty(A

ONBs),NationalP

arks,E

nviro

nmentally

Sensitive

Areas

(ESA

s),

andancientw

oodlands,asw

ellasg

eneralecologicalvalueb

eyon

dsiteb

ound

aries.

(23)

Carbo

nfootprint

Allgreenh

ouse

gas(GHG)e

missions

associated

with

aprojectexpressedas

carbon

dioxidee

quivalent(CO2e).Asid

efrom

CO2,which

isthem

ostsignificantG

HGassociated

with

transportatio

nandenergy

use,GHGsinclude

methane

(CH4)

andnitro

usoxide(

N2O

).A

project’s

carbon

footprintcom

prise

sbothem

bedd

edcarbon

andfuelcarbon

.Embedd

edcarbon

refersto

CO2em

itted

durin

gproject

constructio

nas

wellas

inconn

ectio

nwith

prod

ucingthem

aterialsused

ininfrastructure(cem

ent,ste

eletc.)

.Fuelcarbo

nrefersto

CO2

emitted

durin

gtransporto

peratio

ns.Fuelcarbo

nem

issions

ared

riven

bytwofactors:(1)e

fficiency

ofenergy

form

(electric

ityvs.liquid

fuel);and(2)energysource

(renew

ablevs.fossil

fuel).

Tothee

xtentthatrailtranspo

rtismorefueland

/orc

arbo

neffi

cientthanroad

transport,mod

alshift

from

road

and/or

airtorailcouldlead

toan

etredu

ctionin

carbon

footprint.

(24)

Materialfoo

tprin

tSimilartocarbon

footprint,thismeasure

looksa

taproject’s

useo

fraw

materials(e.g.,metalandminerals),bothem

bedd

edin

the

infrastructureandrelatedto

operations.Itm

easuresb

oth“used”

extractio

n(th

eportio

nof

materialsthatendup

intheinfrastr

ucture)and

the“

unused”e

xtraction(th

ematerialw

asteassociated

with

miningandextractio

n).

(25)

Noise

&vibration

Nuisancetopeop

lecaused

byno

iseandvibrationfro

mroad

andrailtraffi

c,du

ringbo

thprojectcon

structio

nandtransporto

peratio

n.Im

pactsc

anbe

onindividu

aldw

ellin

gs(residentia

l)andon

commun

ities

(non

-residentia

l,e.g

.,op

enspaces,schoo

ls,ho

spita

ls,offi

ces,

hotels).

(26)

Solid

waste&disposal

Refersto

solid

wastefro

mconstructio

n(e.g.,e

arthwo

rks)andop

eratingactiv

ities

(e.g.,w

astesfrom

statio

ns,rollin

gsto

ckor

trackop

eration

andmaintenance),as

wellas

theimpactsa

ssociatedwith

itsdisposal.O

fpartic

ular

concernin

thec

aseo

flarge

infrastructureprojectsisthe

need

toexcavateenormou

squantities

ofdirtto

makew

ayforthe

projectand

ther

esultin

gneed

todisposeo

fvastq

uantities

ofsoil,someo

fwhich

may

becontam

inated

from

previous

land

use.In

additio

nto

theq

uantity

ofwastegenerated,thiscriterio

ncoversim

pactsa

ssociated

with

where

andho

w(e.g.,land

fillvs.recycling)

wastewill

bedisposed

of.

(27)

Water

&land

contam

ination

Water

contam

inationcanresulteither

directlyfro

mthed

isposalof

liquidwasteinto

surfa

ceandgrou

ndwater

orindirectlythroug

hsoil

contam

ination.

Soilcontam

inantsoft

enleachinto

surfa

ceandgrou

ndwater,w

hich

iswhy

land

andwater

contam

inationare

intercon

nected.G

roun

dcontam

inationcanoccure

ither

durin

gconstructio

nor

durin

gop

erationandinclu

desleaks

andspillages

from

line-sid

eequ

ipmentand

trains,indepo

tsor

alon

gtraintracks.

(28)

Waterresources&

flood

risk

Impacts(otherthancontam

ination)

onstr

uctureandflo

wof

surfa

cewaterways,bo

thnaturaland

artifi

cial(e.g.,c

hang

ingthec

ourseo

fstr

eamso

rchann

els;em

ptying

lakeso

rreservoirs

).Im

pactso

ndrainage

networks

(e.g.,bridgesa

ndem

bank

mentsob

structin

gpath

offlo

odwaters)andassociated

implications

forfl

oodris

k.

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12 Journal of Advanced Transportation

0 1 2 3 4 5 6 7 8 9 10Journey time

Rail capacity for passengers

Traffic & transport disruption

Figure 2: Sliders used for criteria weighting. 0 = not important; 10 = very important.

0 2 4 6 82468

HS2 Phase Iperforms

much better

HS2 Phase Iperforms

much better

West Coast Main Lineupgradeperforms

much better

West Coast Main Lineupgradeperformsmuch better

High Speed Rail alongM1 motorwayperformsmuch better

High Speed Rail alongM1 motorwayperformsmuch better

Figure 3: 9-point scale matrix table used for pairwise comparisons in the assessment of project performance.

efficient to ask respondents to explain their ratings generally.This qualitative approach helped respondents clarify theiranswers and improve the quality of input and also providedus as researcherswith a better understanding of the numerouscomplexities hidden behind the assessment of a single crite-rion.

The assessment process also influences the accuracy ofassessment data. In particular, does the process accuratelycapture people’s judgments (whatever those judgments are)?We selected the Analytic Hierarchical Process (AHP), oneof the most common MCA elicitation techniques usedin the transport field [34], for conducting assessments.AHP’s pairwise-comparison approach is easily understoodby respondents, and the inclusion of redundancy providesa consistency check. Scientific robustness (e.g., known rankreversal issues) can be addressed by usingmultiplicative AHP[40]. This is also an improvement on all implementationcriteria as the method does not require any specialized soft-ware, only a standard spreadsheet. A multiplicative structureis introduced to fit the ratio judgments made during thecomparisons, the scale is adjusted to fit the multiplicativestructure (-8, -6, . . .0, . . .6, 8), and the aggregation of scoresis based on simple geometric means [24]. AHP requires thatcriteria be nonoverlapping, mutually exclusive, and limitedin total number so as to avoid an exponential number ofcomparisons. Alternative methods exist when criteria havestrong mutual dependencies, e.g., ANP, Analytic NetworkProcess [41].

Because of its cognitive simplicity (reducing complexdecisions down to a series of pairwise comparisons), AHPcaptures people’s judgments accurately and has been shownin many settings to be reliable and robust [42]. In order togive flexibility in the number of project options considered

(since respondents had the possibility in part 1 of thequestionnaire to add an option) without losing accuracy inthe calculations, we selected themultiplicative variant of AHP[40].

The questionnaire iterated randomly through all selectedcriteria and asked respondents, “For each pair of projectoptions below, which one do you believe would performbetter in terms of<criterion>?”This formulation is importantso that each alternative is assessed from the perspective ofpositive performance, independently of whether the criterionis a cost or a benefit. The multiplicative AHP scale wasadapted to this case based on Lootsma [43, 44], as shownin Figure 3. A full description of the scale was available torespondents by clicking a button.

In addition to accuracy, objectivity is also consideredto be an important aspect of assessment quality. Ideallyassessments of project performance should be “objective”and value-free—in other words, separate from people’s pref-erences or desires. In reality, however, respondents may besubject to motivational bias (e.g., exaggerating the objectiveassessment in favor of their preferred option), whether con-sciously or unconsciously [45]. In an effort to reduce motiva-tional bias due to organizational affiliation, respondents wereasked to answer questions from their “individual perspectivebased on your cumulative knowledge and experience, notjust as a representative of your current organization or job.”Furthermore, performance assessments were averaged acrossall respondents, thus reducing the impact of any particularassessment on the results.

Even if it is not possible to guarantee complete objectivityin outcome for each assessment, it is important to note thatthe assessment process was procedurally objective, i.e., theassessment of each criterion was conducted in exactly the

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Journal of Advanced Transportation 13

Table 6: Calculations for assessment example in Figure 3. Calculations based on Olson et al. [24].

𝛿(j,k) HS2 WCML M1HS2 0 8 2WCML -8 0 -6M1 -2 6 0eln(2)⋅𝛿(j,k) HS2 WCML M1 Assessment Results (geomean) NormalizedHS2 1 256 4 HS2 10.07937 79.8%WCML 0.00390625 1 0.015625 WCML 0.039373 0.3%M1 0.25 64 1 M1 2.519842 19.9%

∑ 12.63858 100%

same way, regardless of how important the criterion wasconsidered to be.

Project performance assessments are averaged across allrespondents. Calculated for each of the 28 criteria separately,the average performance assessment for each criterion isthe geometric mean of all individual pairwise comparisons.Using standard formulas detailed in Olson et al. [24], Table 6shows the calculation for the assessment example used inFigure 3.

4. Results

4.1. Performance Assessments for Each Criterion. Beforeproject performance assessments for each criterion can beaveraged across respondents, each individual’s assessmentshould be checked for internal consistency. For the AHP pro-cess, one rule of thumb that has been suggested is to excludeall inconsistent judgments over 10% [46]. This threshold wasdeveloped for comparing large numbers of items (such as8x8 matrices) and has been applied primarily in workshopsettings, where the AHP process often includes a reviewsession/round where inconsistent answers are discussed andadjusted. With an online questionnaire, inconsistent answerscan either be flagged during data collection (through animmediate consistency-calculation-and-answer-adjustmentfeature) or be discarded later during data analysis. The formerlengthens the time required for respondents to complete theperformance assessments. Given the many other importantareas of response elicitation in the appraisal process, alongwith a desire to make sure the total time commitment didnot go beyond 1-1.5 hours (which for a typical questionnairewould be unthinkably long, but conducted in an interviewsetting was acceptable to respondents), it was decided toforgo requiring fully consistent performance assessmentsbeforemoving on.The questionnaire-based process thereforeconsisted of a single round, leaving only a binary choice in theanalysis stage to either include or exclude answers. A strictconsistency threshold was found to favor assessments thatgave more equal performance to all three options, whereashigher thresholds allowed more differentiated judgmentsto be included. Furthermore, for most answers up to 50%inconsistency, the intention of respondents was still cleareven if the use of the scale was not entirely accurate. Forexample, in terms of journey experience, one respondentassessed HS2 as outperforming both the M1 alignment andthe WMCL upgrade equally (value = 4 for both), yet also

assessed the WCML upgrade as underperforming the M1alignment (value = -4). This implies that a higher number(i.e., 6 or 8) should have been entered for HS2’s performancevis a vis WMCL. The essence of the answer (i.e., HS2 >M1 > WCML) is nonetheless clear. The 10% threshold wastherefore deemed needlessly strict, and 33% was selected asa more appropriate threshold for data validity. This resultedin dropping 36 out of 238 total assessments, leaving 202 validassessments in the results.

Figure 4 presents the project performance assessmentresults for this case. Each bar shows the relative performanceof the three projects on one criterion. The number to theleft of each bar is the number of valid assessments includedin the average for that criterion (number of respondentswho selected that criterion). The discrepancy in number ofassessments for different criteria reflects the variation in theirperceived importance and/or relevance to the case. Figure 4also provides an overview of how well each project performson each of the three impact categories: direct impacts, indi-rect societal impacts, and environmental impacts. Withineach category, the criteria are ranked from best to worstperformance on HS2 Phase I (for viewing purposes). Theperformance assessment results are presented numerically inTable 7.

On the limited set of criteria representing the officialproject objectives that guided the government’s HS2 appraisalprocess, in this appraisal HS2 was likewise assessed asoutperforming the alternatives. This included regional eco-nomic development & regeneration, a goal which becameincreasingly important in the argumentation promoting HS2(see [4]). Of all the official goals of HS2, only transportintegration & connectivity was assessed as performing poorlycompared to the WCML upgrade option. This was explainedin interviews as being due to the nature of HSR (limitednumber of stations) as well as to the lack of direct connectionwith existing transport hubs (e.g., the New Street station inBirmingham, and to some extent airports).

Looking beyond the narrow set of assessment criteriathat represent the official project goals, the picture is quitedifferent. Most notably, both the M1 alignment and especiallythe WCML upgrade outperformed HS2 Phase I on almostall environmental criteria. This assessment confirmed theconcern raised by the House of Commons environmentalcommittee report regarding HS2 Phase I’s poor performanceon biodiversity & nature [47]. HS2 Phase I performance was

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14 Journal of Advanced Transportation

Dir

ect p

roje

ct im

pact

sIn

dire

ct so

cial

impa

cts

Envi

ronm

enta

l im

pact

s

0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%

20. Agriculture, forestry & soils (4)22. Biodiversity & nature (5)

26. Solid waste & disposal (3)24. Material footprint (2)25. Noise & vibration (2)

27. Water & land contamination (2)23. Carbon footprint (16)

28. Water resources & flood risk (5)21. Air quality (3)

16. Landscape, townscape & cultural heritage (9)14. Equity & distributional effects (9)

13. Community disruption & severance; blight (6)15. Land use & urban development (9)

11. Accessibility (13)12. Accidents & safety (2)

19. Regional economic development & regeneration (16)18. Rail industry growth & innovation (2)

17. Prestige & image (2)1. Journey cost & affordability (4)

5. Project costs (16)6. Project delivery risks (4)

10. Transport integration & connectivity (13)2. Journey experience (2)

3. Journey reliability & system resilience (10)7. Rail capacity for freight (12)

8. Rail capacity for passengers (19)4. Journey time (9)

9. Traffic & transport disruption (3)

HS2M1WCML

Figure 4: Performance assessments for all 28 criteria based on pairwise comparison of projects (HS2, M1, WCML). Within each impactcategory (direct impacts, indirect societal impacts, and environmental impacts), criteria are ranked in order of performance on HS2 Phase I.(x) = number of times a criterion was selected and assessed, validated with 33% consistency threshold. See Table 7 for numerical results.

also found to be poor on a number of societal criteria, suchas accessibility, land use, landscape, and equity&distributionaleffects.

Impact assessment is central to appraisal outcomes; how-ever, as the project performance results in Figure 4 show,impact assessment on its own does not point to clear winnersor losers. It depends on the weights that are assigned to thevarious criteria.

4.2. Assignment to Stakeholder Groups. Whereas the projectperformance assessments are averaged across all respondents,the criteria weights are calculated for each stakeholder groupseparately. This is because the criteria weights are the com-ponent of the appraisal process that represents opinions, andthe goal of this research is to present multiple stakeholderperspectives. Before the weights can be calculated, it isnecessary to specify the subgroups whose opinions are to bepresented.

As described in Section 3.3.4, the overall group of stake-holders targeted in this paper was transport planners andexperts. In order to identify subgroups within that largergroup, the questionnaire included questions on professional

background and experience.The responses to these questionswere then used to determine the subgroups.

Respondents were assigned to subgroups in two steps (seeFigure 5): (1) applying a “sustainability expertise” filter and(2) categorizing by sector of employment. To qualify as a“sustainability expert,” the respondent had tomeet two of thefollowing three criteria:

(i) Have formal education in environmental studies(university degree or university-level coursework)

(ii) Conduct environmental analysis of HS2/transportinfrastructure “to a great extent”

(iii) Conduct analysis of HS2/transport infrastructureprimarily at “society-level (wider economic impacts,social/environmental issues)” rather than “project-level (system design, user benefits, project costs, etc.)”

As it turned out, the sectors aligned closely with sustainabilityexpertise (though this would not have to be the case), result-ing in the following four groups of transport professionals:

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Journal of Advanced Transportation 15

Table 7: Performance assessments for all 28 criteria based on pairwise comparison of projects (HS2, M1, WCML). Percentagesmay not sumto 100% due to rounding.

Criterion HS2 M1 WCML

Direct projectimpacts (internal costs &benefits)

(1) Journey cost & affordability 2.9% 5.7% 91.4%(2) Journey experience 44.4% 44.4% 11.1%(3) Journey reliability & system resilience 54.0% 44.9% 1.2%(4) Journey time 76.1% 23.4% 0.5%(5) Project costs 5.0% 5.3% 89.7%(6) Project delivery risks 6.2% 15.5% 78.3%(7) Rail capacity for freight 57.6% 40.8% 1.6%(8) Rail capacity for passengers 65.6% 31.6% 2.8%(9) Traffic & transport disruption 92.8% 5.8% 1.4%(10) Transport integration & connectivity 12.2% 7.4% 80.4%

Indirect societalimpacts (externalities -people)

(11) Accessibility 16.4% 18.2% 65.4%(12) Accidents & safety 31.1% 19.6% 49.3%(13) Community disruption & severance; blight 7.3% 24.9% 67.8%(14) Equity & distributional effects 7.1% 9.6% 83.3%(15) Land use & urban development 9.9% 23.8% 66.3%(16) Landscape, townscape & cultural heritage 3.8% 31.5% 64.7%(17) Prestige & image 79.0% 19.8% 1.2%(18) Rail industry growth & innovation 70.6% 28.0% 1.4%(19) Regional economic development & regeneration 62.3% 33.0% 4.8%

Environmentalimpacts (externalities -planet)

(20) Agriculture, forestry & soils 0.3% 3.4% 96.3%(21) Air quality 25.7% 18.9% 55.5%(22) Biodiversity & nature 0.6% 34.1% 65.2%(23) Carbon footprint 12.6% 18.3% 69.1%(24) Material footprint 1.9% 1.2% 96.9%(25) Noise & vibration 8.1% 40.7% 51.3%(26) Solid waste & disposal 1.3% 4.3% 94.4%(27) Water & land contamination 9.1% 18.2% 72.7%(28) Water resources & flood risk 15.8% 36.3% 47.9%

(1) Government transport professionals: all employedat various levels of government, local, regional, ornational (it is noteworthy thatnone of the respondentsemployed in government/public sector met the crite-ria for sustainability expertise).

(2) NGOs: all belonging to nongovernmental organiza-tions, representing various local, regional, or nationalinterests.

(3) Sustainable transport researchers: all academic trans-port professionals with sustainability expertise.

(4) Other transport professionals: all those not includedin any of the above groups, including conventionaltransport planners [48] working in the private sectoror in academia.

4.3. Criteria Weights for Each Stakeholder Group. In con-trast to the performance assessments, which were averagedacross all respondents, the criteria weights were calculatedfor each group separately. Weights taken from the slider

scale (Figure 2) were recorded to one decimal place andnormalized. Normalization allows for grouping by type ofrespondent and is done by averaging the responses of allrespondents in each group. This process highlights the dif-ferent perspectives held by different groups with regard towhich criteria matter most. If a criterion was not selected(and therefore not weighted) by any of the respondents in thatgroup, then it received a weight of zero.

Resulting criteria weights for each of the four subgroupsare shown graphically as radial plots in Figure 6. Each plothas 28 axes (one for each criterion) measured in percentagepoints. The more weight assigned to a given criterion is,the further its data point is plotted from the origin. Moreimportant criteria (as prioritized by each group) are thepeaks in the spider graph, and less important criteria are thetroughs. These results are presented numerically in Table 8.

Not only do the graphs in Figure 6 show the resultsfor individual criteria, but because they are grouped byimpact category, they also provide an overview of the relativeimportance of each category. For example, government trans-port professionals assigned far more weight to direct project

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16 Journal of Advanced Transportation

Transportprofessionals

(33)

• NGO (3)

• Academic (12)

• Government (8)

• Private sector (3)

• Academic (7)

Sustainabilityexpertise?

Yes

No

Sector ofemployment

Expert group

Sustainable transportresearchers (12)

NGO (3)

Government (8)

Other transportprofessionals (10)

Figure 5: Assigning transport professionals to expert groups. First filter: sustainability expertise. Second filter: sector of employment.

0%

3%

6%

9%

12%Journey cost

ExperienceReliability

TimeProj.cost

Proj.risk

Freight cap.

Passenger cap.

Trans.disrup.

Connectivity

AccessibilitySafety

CommunityEquity

Land useLandscape

PrestigeInnovation

Econ.dev.

Soil

Air

Biodiversity

Carbon

Material

NoiseWaste

ContaminationFlood

Gov

ernm

ent t

rans

port

pro

fess

iona

ls

12%

57%

30%

(a)

0%

3%

6%

9%

12%Journey cost

ExperienceReliability

TimeProj.cost

Proj.risk

Freight cap.

Passenger cap.

Trans.disrup.

Connectivity

Accessibility

SafetyCommunity

EquityLand useLandscape

PrestigeInnovation

Econ.dev.

Soil

Air

Biodiversity

Carbon

Material

NoiseWaste

ContaminationFlood

NG

Os

20%44%

36%

(b)

0%

3%

6%

9%

12%Journey cost

ExperienceReliability

TimeProj.cost

Proj.risk

Freight cap.

Passenger cap.

Trans.disrup.

Connectivity

Accessibility

SafetyCommunity

EquityLand use

LandscapePrestige

InnovationEcon.dev.

Soil

Air

Biodiversity

Carbon

Material

NoiseWaste

ContaminationFlood

Susta

inab

le tr

ansp

ort r

esea

rche

rs

17%44%

40%

(c)

0%

3%

6%

9%

12%

Journey costExperience

ReliabilityTime

Proj.cost

Proj.risk

Freight cap.

Passenger cap.

Trans.disrup.

Connectivity

Accessibility

SafetyCommunity

EquityLand use

LandscapePrestige

InnovationEcon.dev.

Soil

Air

Biodiversity

Carbon

Material

NoiseWaste

ContaminationFlood

Oth

er tr

ansp

ort p

rofe

ssio

nals

18%

51%

31%

(d)

Figure 6: Radial plots of criteria weights for each group of transport professionals. Each axis shows the percentage weight assigned to onecriterion, adding up to 100% for all 28. Blue = direct project impacts. Red = indirect societal impacts. Green = environmental impacts.Percentages shown in boxes are the total weight for each category (may not sum to 100% due to rounding). See Table 8 for complete numericalresults.

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Journal of Advanced Transportation 17

Table 8: Criteria weights for government transport professionals, NGOs, sustainable transport researchers, and other transport professionals.Percentages may not sum to 100% due to rounding.

Criterion Gov. NGO Sust. Other

Direct project impacts (internal costs & benefits)

(1) Journey cost & affordability 1.1% 0.0% 5.8% 0.6%(2) Journey experience 0.0% 0.0% 0.2% 1.1%(3) Journey reliability & system resilience 8.4% 0.0% 3.2% 3.9%(4) Journey time 9.0% 0.0% 4.2% 4.4%(5) Project costs 12.1% 15.3% 2.2% 15.9%(6) Project delivery risks 4.2% 0.0% 1.9% 0.4%(7) Rail capacity for freight 2.4% 8.7% 3.8% 7.8%(8) Rail capacity for passengers 12.6% 3.4% 11.2% 14.5%(9) Traffic & transport disruption 1.5% 0.0% 0.2% 0.0%(10) Transport integration & connectivity 5.9% 16.5% 11.1% 2.9%Total weight for direct project impacts 57.3% 44.0% 43.8% 51.4%

Indirect societal impacts (externalities - people)

(11) Accessibility 1.6% 5.8% 17.7% 7.0%(12) Accidents & safety 1.7% 0.0% 0.1% 1.4%(13) Community disruption & severance; blight 3.6% 0.0% 4.4% 0.7%(14) Equity & distributional effects 2.6% 3.9% 3.9% 1.7%(15) Land use & urban development 2.4% 11.6% 5.4% 5.0%(16) Landscape, townscape & cultural heritage 4.3% 11.2% 0.2% 4.3%(17) Prestige & image 0.0% 0.0% 0.0% 0.0%(18) Rail industry growth & innovation 0.0% 0.0% 0.1% 0.0%(19) Regional economic development & regeneration 14.4% 3.2% 7.8% 10.7%Total weight for indirect societal impacts 30.4% 35.8% 39.6% 30.8%

Environmental impacts (externalities - planet)

(20) Agriculture, forestry & soils 0.0% 4.0% 0.1% 0.6%(21) Air quality 1.1% 0.0% 0.3% 0.0%(22) Biodiversity & nature 3.3% 4.9% 3.7% 5.3%(23) Carbon footprint 4.9% 6.4% 9.7% 7.0%(24) Material footprint 0.0% 0.0% 0.6% 0.0%(25) Noise & vibration 0.0% 0.0% 1.4% 0.0%(26) Solid waste & disposal 0.0% 0.0% 0.3% 2.5%(27) Water & land contamination 0.0% 0.0% 0.4% 0.6%(28) Water resources & flood risk 3.0% 4.9% 0.1% 1.6%Total weight for indirect environmental impacts 12.3% 20.2% 16.6% 17.7%

impacts than to environmental impacts, whereas sustainabletransport researchers were (relatively) more balanced in theirprioritization of the three categories.

Although the sample sizes for each subgroup are notlarge, the results can still be taken seriously. For groupsthat are fairly homogenous, research on the number ofinterviews required for reaching “saturation” (where answersconverge and additional judgments do not add new infor-mation or influence the overall result) suggests a target of12 and a cut-off of 6 responses to ensure validity [49]. Thismeans that the results for government transport experts(8 respondents) and sustainable transport researchers (12respondents), and probably also for “other” (consisting ofconventional transport professionals in private sector andresearch), depending on the assumed level of homogeneityfor that group, can be accepted as reasonably robust. TheNGO perspective, with only 3 respondents, lacks sufficientdata to be considered fully valid, but still constitutes anecdotalevidence.

4.4. Project Preferences for Each Stakeholder Group. To seehow these perspectives translate into project preferencesand decision-relevant outcomes, it is necessary to combinethe project performance assessments from Figure 4 withthe criteria weights in Figure 6. Figure 7 shows projectpreferences for each of the four expert groups, based on thegroup-average criteria prioritization and the all-respondent-average performance assessments.

Transport experts in government are found to favor ahigh-speed rail solution, but they are ambivalent regardingalignment.This outcome for transport experts in governmentis in slight contrast with decision-makers in governmentwho clearly supported the original HS2 alignment, whichother studies have explained by an initial political decisionto favor the higher speed option [9]. In the present study,the proposed HS2 alignment and the alignment along theM1 motorway corridor, both at 38%, are equally preferred,whereas the WCML upgrade, at 24%, is considered signifi-cantly less preferable. The main reason for favoring an HSR

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38%

13%

27% 30%

38%

23%

31%37%

24%

64%

42%

33%

0%

10%

20%

30%

40%

50%

60%

70%

Government transportprofessionals (8)

HS2M1WCML

NGOs (3) Sustainable transportresearchers (12)

Other transportprofessionals (10)

Figure 7: Project preferences for transport professionals. (#) = number of respondents in each group.

option is the high prioritization given to regional economicdevelopment & regeneration, on which both HSR optionsscore highly. Other transport professionals tend to prefer theM1 alignment over HS2, mostly because of a relatively lowerimportance given to journey time. In their case, the WCMLupgrade option is also deemed a viable alternative, duemostly to the high prioritization given to project costs (despiteuncertainties with actual costs of an upgrade). Sustainabletransport researchers, on the other hand, see the WCMLupgrade as clearly preferable to either HSR option, with aslight preference for the M1 alignment as a second choice(see also [39] for more on sustainability viewpoints). Thisis due to the low priority given to journey time and alsoto the high prioritizations given to accessibility, transportintegration & connectivity, and carbon footprint. NGOs werefound to strongly support the conclusions of sustainabilityadvocates with regard to preferring aWCMLupgrade, but fordifferent reasons: they were more concerned about impactson transport integration & connectivity, land use & urbandevelopment, and landscape & cultural heritage.

This paper’s proposed method not only displays rela-tive project preferences for each subgroup, but also, andimportantly, can explain why different groups favor differentoptions. Large transport infrastructure projects are oftencontentious and contested. In the end, the debate over HS2was driven largely by political goals that had little connectionto expert analyses [4]. This adversarial, politically drivendebate could likely have been avoided or mitigated had theparties been better able to understand each other’s underlyinginterests. Because these priorities are hidden or assumed inprevailing methods such as CBA, the debate moves awayfrom discussing interests and towards arguing positions—anunproductive style of conflict resolution that exacerbatescontention and hostility [50].

By contrast, MCA approaches make the criteria weightsthat drive project preferences explicit. If these prioritiesare made explicit for multiple groups (i.e., the MAMCA

approach), then the debate can shift from positions (i.e.,“best project”) to interests (i.e., which criteria matter most).Figure 8 presents the top 10 criteria, in order of importance,for each perspective. Together, these account for roughly 80%of each group’s total criteria weight. By contrast, the other 18criteria (see Table 8 for details) account for less than 20% ofeach group’s perspective. Moreover, it is helpful to notice thatmany of the same criteria are of concern to multiple groups,albeit ranked in different order. The fact that many of thesame criteria end up in multiple groups’ top 10 can serve asa means for finding common ground and thus help resolveconflicting views. Indeed, among the 18 criteria featured inthese four top-10 lists, eight of themare shared by at least threegroups, and one—carbon footprint—is shared by all fourgroups.

4.5. Sensitivity Analysis. For the criteria weights, it wassuggested that input should be solicited from a minimum of6 respondents per subgroup in order to adequately capturethe group’s perspective. But what about the performanceassessments? How many respondents should be required toassess each criterion in order to feel confident that the resultsare reliable? Future research is needed to answer this questiondefinitively, but for starters, it is worth noting that standardcurrent practice assumes that conducting assessments, unlikeassigning weights, is an objective process and therefore doesnot need to address the concept of convergence of opinion.MCAmethods do not requiremultiple experts to conduct theperformance assessments and frequently rely on only one or afew experts total for the assessment process. In this research,33 experts conducted 202 assessments across 28 criteria in aprocess that was far more comprehensive than is the norm.Furthermore, every single criterion was assessed by at least2-3 people. Compared to standard practice, this should bemore than sufficient. However, it is still worth asking whetherassessments might be improved if more experts are involved,and if so, how many?

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Regional econ. development & regeneration 14.4%

Rail capacity for passengers 12.6%

Project costs 12.1%

Journey time 9.0%

Journey reliability & system resilience 8.4%

Transport integration & connectivity 5.9%

Carbon footprint 4.9%

Landscape, townscape & cultural heritage 4.3%

Project delivery risks 4.2%

Community disruption & severance; blight 3.6%

Total 79%

Gov

ernm

ent t

rans

port

pro

fess

iona

ls

(a)

Transport integration & connectivity 16.5%

Project costs 15.3%

Land use & urban development 11.6%

Landscape, townscape & cultural heritage 11.2%

Rail capacity for freight 8.7%

Carbon footprint 6.4%

Accessibility 5.8%

Biodiversity & nature 4.9%

Water resources & flood risk 4.9%

Agriculture, forestry & soils 4.0%

Total 89%

NG

Os

(b)

Accessibility 17.7%

Rail capacity for passengers 11.2%

Transport integration & connectivity 11.1%

Carbon footprint 9.7%

Regional econ. development & regeneration 7.8%

Journey cost & affordability 5.8%

Land use & urban development 5.4%

Community disruption & severance; blight 4.4%

Journey time 4.2%

Equity & distributional effects 3.9%

Total 81%

Sust

aina

ble t

rans

port

rese

arch

ers

(c)

Project costs 15.9%

Rail capacity for passengers 14.5%

Regional econ. development & regeneration 10.7%

Rail capacity for freight 7.8%

Accessibility 7.0%

Carbon footprint 7.0%

Biodiversity & nature 5.3%

Land use & urban development 5.0%

Journey time 4.4%

Landscape, townscape & cultural heritage 4.3%

Total 82%

Oth

er tr

ansp

ort p

rofe

ssio

nals

(d)

Figure 8: Top 10 weighted criteria for each group of transport professionals. Blue = direct project impacts. Red = indirect societal impacts.Green = environmental impacts.

In earlier research, Cornet (2016) [51] applied a strictstandard of requiring a minimum of 4 independent assess-ments per criterion. This necessitated dropping some criteriafrom subsequent calculations. Since 10 criteria received only2-3 impact assessments, applying a minimum of 4 validassessments per criterionmeant basing the project preferencecalculations on only 18 criteria (8 direct project impacts; 6indirect societal impacts; 4 environmental impacts). As itturns out, compared with leaving all criteria in the analysis,this makes essentially no difference to the outcomes for anyof the four groups (37%, 39%, 24% instead of 38%, 38%, 24%for government; NGOs unchanged; 28%, 31%, 41% insteadof 27%, 31%, 42% for sustainable transport researchers; 32%,28%, 31% instead of 30%, 37%, 33% for other transportprofessionals). This is explained by the fact that criteriareceiving fewer assessments tended to be those deemed lessimportant for decision-making in this context. Whethercriteria are formally dropped or whether they are prioritized

with very small weights, the effect on project preferences isminimal.

5. Discussion: Reflections onthe Appraisal Process

Although the MAMCA process is straightforward and welldocumented, this study shows how a number of detailsneed to be carefully considered in applying it to large-scaletransport projects such as HS2 Phase I. Specifically, the toolshould balance the need to deliver presentable results withthe goal of promoting learning and ”negotiation”. Althoughsome of the procedural details of our appraisal processdiffer from the standard MAMCA process, the essentialpurpose—to solicit and make explicit the perspectives ofmultiple actors—remains the same. Indeed, some of theseprocedural details may be adapted to other MAMCA appli-cations.

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This study also provides some useful lessons on specificprocedural aspects of transport appraisal processes. Ourresults support the findings of others (see Section 3.4.3)that multiplicative AHP is a robust method of capturingjudgments. Validity for transport appraisal that addressessustainability issues requires comprehensiveness in the list ofrelevant impacts [23]. While it is important that all impactsare included in the initial list, it is not necessary for allrespondents to assess all impacts. A large enough number ofrespondents will eventually cover all aspects of the scheme,with performance assessments eventually converging. Thisreduces demands on individual respondents.

In terms of data collection methods, we found the struc-tured interview format (individual semistructured interviewsbased on a structured online questionnaire) to be very helpfulin ensuring the quality of respondents’ input. It allows theinterviewer to clarify the steps along the way, to addressconcerns about the method, and to ensure understandingof the alternatives, criteria, and scales used. For example,understanding what respondents have in mind when select-ing a particular criterion is necessary to ensure that weightsand assessments are properly ascribed and can subsequentlybe aggregated across respondents. The interview formatallows this to happen. The implication is that an assessmentin the form of a ”hands-off” online survey is much lesslikely to be answered properly, if at all. A further advantageof the interview technique, compared with a workshopsetting, is that it helps obtain the (confidential) views ofthose respondents who are opposed to the project or themethod, or who would normally stay more “quiet” in abigger group. The interview format also utilizes respondents’time more efficiently than a workshop setting, requiringonly 1h∼1h30 which can be scheduled at a time of theirconvenience.

The grouping of respondents into homogeneous sub-groups can be challenging in practice. At one extreme, thereare as many perspectives as there are respondents. Clear rulesfor categorizing respondents are essential to the transparencyof this exercise.

6. Conclusion and Future Research

Motivated by a concern that standard transport appraisalmethods do not adequately incorporate diverse perspectiveson the impacts of large-scale transport project, this researchaimed to develop and test new ways of presenting multiplestakeholder perspectives, explicitly and systematically. Weevaluated the feasibility of applying a modified MAMCAto assess the implications of large transport infrastructureprojects.

Our modifications included focusing on a particularsubset of stakeholders (transport professionals), yet definingthat subset broadly to incorporate diverse types of expertise,including energy, environment, and sustainability, as theyrelate to transport issues. The diversity of perspectives withinthis subset of stakeholders, even if not representative of allstakeholders, enables the method to be successfully demon-strated and could be adapted or expanded to include otherstakeholders.

A further modification in our process is the broadeningof the pool of transport professionals and experts engaged inassessing and comparing the impacts of project alternatives,which also implies a broadening of those who choose thecriteria for assessment. While our process engages the samegroup of transport experts in the assessment of projectimpacts and in the weighting of criteria, it would be possibleto decouple these steps and ask a broader group of stakehold-ers to weight the criteria than are asked to assess the projectimpacts.

Finally, by not continuing the MAMCA process to thepoint of recommending a particular project option, ourprocess puts a stronger emphasis on demonstrating theinfluence of different stakeholder perspectives on assessmentoutcomes. Although Macharis et al. [6] do propose a mech-anism for synthesizing perspectives to come up with projectrecommendation(s), they stress the fundamental importanceof including the descriptions of multiple perspectives as partof the final output. This paper’s presentation of multipleperspectives as final results is therefore verymuch in the spiritof MAMCA.

With regard to specific procedural aspects of appraisalprocesses, the most important learning from this researchis the usefulness of conducting semistructured interviews inconjunction with an online questionnaire for the assessmentand weighting process within MCA.

The proposed comparative stakeholder approach willprovide planners and decision-makers with a means of quan-tifying indirect impacts, thereby making them more visibleand comparable. In the context of transport appraisal, gainingsuch visibility is critical to avoid giving default priority tothose impacts that are more easily quantifiable.

More fundamentally, the approach developed here con-tributes to the shift towards more participatory, discur-sive, and civic types of assessment. It can help developmore systematic “active stakeholder management” proce-dures which make it possible to “assess the extent towhich stakeholder preferences are conflicting or converging”[35]. A possible extension to explore could be introducingpenalties in the ranking for projects that generate widelydiverging views, whereas those with greater consensus wouldbe rewarded—the consistency of support thus becoming acriterion within the MCA.

This paper demonstrates a new approach for incorpo-rating sustainability in transport appraisal. From a practicalperspective the approach allows for including a standard andcomprehensive set of sustainable transport criteria that couldbe used for ex-ante assessment, monitoring, and ex-postevaluation [23, 52]. If the list of criteria is sufficiently com-prehensive to include impacts of a wide range of transportprojects, this allows for comparing projects with differenttypes of goals. With this inmind, further research onwhetherdistinguishing between normative preference and contextualrelevance of impacts in MCA/MAMCA may be useful ifabsolute and global sustainability objectives were to be givenweights independently of the goals of a specific scheme (seeSection 3.4.1). To improve the communication of results,there is also potential for providing further sensitivity analysisto illustrate which criteria affect the differences in ranking

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between groups, which in turn could inform the decision-making processes.

There is evidence from the official HS2 appraisal materialthat stakeholders involved critiqued the government for notconsidering alternatives to HS2 [9]. This suggests there isgreat advantage in formalizing the use of an MCA-basedapproach already early in the appraisal process, at a stagewhen wider options are still being considered. Because MCArequires options to compare against and because the resultsare expressed in terms of relative desirability of projects, itrequires the explicit consideration of more than one project,and these projects must be considered on “equal” terms. Thisapproach effectively systematizes the inclusion and assess-ment of options in sustainable transport appraisal processes.Doing so would enhance the capacity to analyze conflictingviews, transparency of process, and accountability, both tocurrent and future generations.

Conflicts of Interest

The authors declare that they have no conflicts of interest.

Acknowledgments

The authors are grateful to the Strategic Research Councilof Denmark (Innovationsfonden) that funded the SUSTAINresearch project.

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