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FINAL R 201 Illin REPORT 17 Dis nois De sparit partm ty Stu ent of udy Transp portati on

2017 Disparity Study - Illinois Department of Transportationidot.illinois.gov/Assets/uploads/files/Doing...The study team conducted an analysis of federal regulations, case law, and

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  • FINAL R

    201Illin

    REPORT 

    17 Disnois De

    sparitpartm

    ty Stuent of 

    udy Transpportation 

  • FinalFebr

    20

    PrepIllino2300Sprin PrepBBC R1999Denv303.3wwwbbc@

    l Report uary 9, 2018 

    017 IDO

    ared for is Departmen0 S Dirksen Pkwngfield, Illinois

    ared by Research & Co9 Broadway, Suver, Colorado 8321.2547  fax w.bbcresearch@bbcresearch

    OT Disp

    t of Transportwy  62764 

    onsulting uite 2200 80202‐9750 303.399.0448.com .com 

    parity S

    tation 

    Study

  • Table of Contents 

    BBC RESEARCH & CONSULTING  i 

    ES.  Executive Summary A. Analyses in the Disparity Study ........................................................................................... ES–2 B. Availability Analysis Results ................................................................................................. ES–3 C. Utilization Analysis Results .................................................................................................. ES–4 D. Disparity Analysis Results .................................................................................................... ES–6 E. Overall DBE Goal .................................................................................................................. ES–9 F. Program Implementation .................................................................................................. ES–11 

     1.  Introduction 

    A. Background ........................................................................................................................... 1–2 B. Study Scope ........................................................................................................................... 1–3 C. Study Team Members ........................................................................................................... 1–7 

    2.  Legal Framework 

    A. Program Elements ................................................................................................................. 2–1 B. Legal Standards ..................................................................................................................... 2–3 

    3.  Marketplace Conditions 

    A. Human Capital ....................................................................................................................... 3–2 B. Financial Capital .................................................................................................................... 3–6 C. Business Ownership .............................................................................................................. 3–9 D. Business Success ................................................................................................................. 3–11 E. Summary .............................................................................................................................. 3–13 

    4.  Collection and Analysis of Contract Data 

    A. Overview of Contracting Policies .......................................................................................... 4–1 B. Collection and Analysis of Contract Data .............................................................................. 4–3 C. Collection of Vendor Data ..................................................................................................... 4–5 D. Relevant Geographic Market Area ........................................................................................ 4–6 E. Relevant Types of Work ......................................................................................................... 4–6 F. Collection of Bid and Proposal Data ...................................................................................... 4–7 G. Agency Review Process ......................................................................................................... 4–7 

       

  • Table of Contents 

    BBC RESEARCH & CONSULTING  ii 

    5.  Availability Analysis A. Purpose of the Availability Analysis ...................................................................................... 5–1 B. Potentially Available Businesses ........................................................................................... 5–1 C. Businesses in the Availability Database ................................................................................. 5–3 D. Availability Calculations ........................................................................................................ 5–4 E. Availability Results ................................................................................................................. 5–6 F. Base Figure for Overall DBE Goal ........................................................................................... 5–9 G. Implications for DBE Contract Goals ................................................................................... 5–10 

    6.  Utilization Analysis 

    A. Overview of Utilization Analysis ............................................................................................ 6–1 B. Utilization Analysis Results .................................................................................................... 6–1 

    7.  Disparity Analysis 

    A. Overview of Disparity Analysis .............................................................................................. 7–1 B. Disparity Analysis Results ...................................................................................................... 7–5 C. Statistical Significance of Disparity Analysis Results ............................................................. 7–9 D. Case Study Analysis ............................................................................................................. 7–12 

    8.  Overall DBE Goal 

    A. Establishing a Base Figure ..................................................................................................... 8–1 B. Considering a Step‐2 Adjustment .......................................................................................... 8–2 

     9.  Program Measures 

    A. Is there evidence of discrimination within the local transportation contracting     marketplace for any racial/ethnic or gender groups? .......................................................... 9–2 B. What has been the agency’s past experience in meeting its overall DBE goal? ................... 9–2 C. What has DBE participation been when the agency did not use race‐or  

       gender‐conscious measures? ................................................................................................ 9–3 D. What is the extent and effectiveness of race‐ and gender‐neutral measures  

       that the agency could have in place for the next fiscal year? ............................................... 9–3  10.  Program Implementation 

    A. Elements of the Federal DBE Program ................................................................................ 10–1 B. Additional Considerations ................................................................................................. 10–10 

  • Table of Contents 

    BBC RESEARCH & CONSULTING  iii 

      Appendices A.  Definition of Terms B.  Legal Framework and Analysis C.  Quantitative Analyses of Marketplace Conditions D.  Qualitative Analyses about Marketplace Conditions E.  Availability Analysis Approach F.  Disparity Tables 

  • CHAPTER ES.

    Executive Summary

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

    CHAPTER ES. Executive Summary 

    TheIllinoisDepartmentofTransportation(IDOT)retainedBBCResearch&Consulting(BBC)toconductadisparitystudytohelpinformtheagency’simplementationoftheFederalDisadvantagedBusinessEnterprise(DBE)Program.AsaFederalHighwayAdministration(FHWA)fundrecipient,IDOTimplementstheFederalDBEProgramtoaddresspotentialdiscriminationagainstDBEsintheawardandadministrationofFHWA‐fundedcontracts.Todoso,IDOTusesvariousmeasurestoencouragetheparticipationofminority‐andwoman‐ownedbusinessesinitsFHWA‐fundedcontractsincludingbothrace‐andgender‐neutralmeasuresandrace‐andgender‐consciousmeasures.Race‐andgender‐neutralmeasuresaremeasuresthataredesignedtoencouragetheparticipationofallbusinessesinIDOTcontracting,regardlessoftherace/ethnicityandgenderoftheowners.Incontrast,race‐andgender‐consciousmeasuresaredesignedtospecificallyencouragetheparticipationofminority‐andwoman‐ownedbusinessesinIDOTcontracting.Aspartofthedisparitystudy,BBCassessedwhethertherewereanydisparitiesbetween: Thepercentageofcontractingdollars(includingsubcontractdollars)thatminority‐and

    woman‐ownedbusinessesreceivedontransportation‐relatedconstructionandprofessionalservicescontractsthatIDOTawardedbetweenOctober1,2012andSeptember30,2016(i.e.,utilization);and

    Thepercentageoftransportation‐relatedconstructionandprofessionalservicescontractingdollarsthatminority‐andwoman‐ownedbusinessesmightbeexpectedtoreceivebasedontheiravailabilitytoperformspecifictypesandsizesofIDOTprimecontractsandsubcontracts(i.e.,availability).

    Thedisparitystudyalsoexaminedotherquantitativeandqualitativeinformationrelatedto: ThelegalframeworksurroundingIDOT’simplementationoftheFederalDBEProgram; Localmarketplaceconditionsforminority‐andwoman‐ownedbusinesses;and ContractingpracticesandbusinessassistanceprogramsthatIDOTcurrentlyhasinplace.IDOTcouldusestudyinformationtohelprefineitsimplementationoftheFederalDBEProgram,including: SettinganoverallDBEgoalfortheparticipationofminority‐andwoman‐ownedbusinesses

    initstransportation‐relatedcontracts; Determiningwhichprogrammeasurestousetoencouragetheparticipationofminority‐

    andwoman‐ownedbusinesses;and Determiningwhichgroupswouldbeeligibletoparticipateinrace‐andgender‐conscious

    measuresthattheagencydecidestouseaspartofimplementingtheFederalDBEProgram.

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

    BBCsummarizeskeyinformationfromthedisparitystudyinfiveparts:A. Analysesinthedisparitystudy;B. Availabilityanalysisresults;C. Utilizationanalysisresults;D. Disparityanalysisresults;E. OverallDBEGoal;andF. Programimplementation.

    A. Analyses in the Disparity Study Alongwithmeasuringdisparitiesbetweentheparticipationandavailabilityofminority‐andwoman‐ownedbusinessesinIDOTcontracts,BBCalsoexaminedotherquantitativeandqualitativeinformationrelatedtoIDOT’simplementationoftheFederalDBEProgram: Thestudyteamconductedananalysisoffederalregulations,caselaw,andother

    informationtoguidethemethodologyforthedisparitystudy.Theanalysisincludedareviewoffederal,state,andlocalrequirementsrelatedtotheFederalDBEProgramandotherminority‐andwoman‐ownedbusinessprograms(seeChapter2andAppendixB).

    BBCconductedquantitativeanalysesofthesuccessofminorities;women;andminority‐andwoman‐ownedbusinessesthroughoutIllinois.Inaddition,BBCcollectedqualitativeinformationaboutpotentialbarriersthatminority‐andwoman‐ownedbusinessesfaceinthelocalmarketplacethroughin‐depthinterviews,telephonesurveys,publicmeetings,andwrittentestimony(seeChapter3,AppendixC,andAppendixD).

    BBCanalyzedthepercentageofIDOT’stransportation‐relatedcontractingdollarsthatminority‐andwoman‐ownedbusinessesareavailabletoperform.Thatanalysiswasbasedontelephonesurveysthatthestudyteamcompletedwithbusinessesthatworkinindustriesrelatedtothespecifictypesoftransportation‐relatedconstructionandprofessionalservicescontractsthatIDOTawards(seeChapter5andAppendixE).

    BBCanalyzedthedollarsthatminority‐andwoman‐ownedbusinessesreceivedonthetransportation‐relatedconstructionandprofessionalservicescontractsthatIDOTawardedduringthestudyperiod(seeChapter6).

    BBCexaminedwhethertherewereanydisparitiesbetweentheparticipationandavailabilityofminority‐andwoman‐ownedbusinessesonthetransportation‐relatedconstructionandprofessionalservicescontractsthatIDOTawardedduringthestudyperiod(seeChapter7).

    BBCreviewedIDOT’scurrentoverallDBEgoalandprovidedguidancerelatedtosettingitsnextoverallDBEgoal(seeChapter8).

    BBCreviewedIDOT’scurrentcontractingpracticesandmeasurestoencouragetheparticipationofminority‐andwoman‐ownedbusinessesinitscontractingandprovidedguidancerelatedtoadditionalprogramoptionsandpotentialrefinementstothosepracticesandmeasures(seeChapter9).

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

    BBCreviewedrequirementsoftheFederalDBEProgramaswellasIDOT’scompliancewiththoserequirementsandprovidedguidancerelatedtopotentialrefinementstotheagency’simplementationoftheprogram(seeChapter10).

    B. Availability Analysis Results BBCusedacustomcensusavailabilityanalysistoanalyzetheavailabilityofminority‐andwoman‐ownedbusinessesthatareready,willing,andabletoperformonIDOT’stransportation‐relatedconstructionandprofessionalservicesprimecontractsandsubcontracts.BBC’sapproachreliedoninformationfromsurveysthatthestudyteamconductedwithpotentiallyavailablebusinesseslocatedthroughoutIllinoisthatperformworkwithinrelevantworkspecializations,orsubindustries.ThatapproachallowedBBCtodeveloparepresentative,unbiased,andstatistically‐validdatabaseofpotentiallyavailablebusinessesandestimatetheavailabilityofminority‐andwoman‐ownedbusinessesinanaccurate,statistically‐validmanner.Overall results.FigureES‐1presentsoveralldollar‐weightedavailabilityestimatesbyracial/ethnicandgendergroupforthetransportation‐relatedconstructionandprofessionalservicesprimecontractsandsubcontractsthatIDOTawardedduringthestudyperiod.Overall,theavailabilityofminority‐andwoman‐ownedbusinessesforthosecontractsis19.9percent.Inotherwords,onewouldexpectminority‐andwoman‐ownedbusinessestoreceive19.9percentofthetransportation‐relatedcontractingdollarsthatIDOTawardsbasedontheiravailabilityforthatwork.Non‐Hispanicwhitewoman‐ownedbusinesses(13.6%)andHispanicAmerican‐ownedbusinesses(2.9%)exhibitedthehighestavailabilityamongtherelevantbusinessgroups.Figure ES‐1. Availability estimates by racial/ethnic and gender group 

    Note: Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. For more detail and results by group, see Figure  F‐2 in Appendix F.  Source: BBC Research & Consulting availability analysis. 

    Results by contract goal status.IDOTusedDBEcontractgoalstoawardmostofitscontractsduringthestudyperiodtoencouragetheparticipationofminority‐andwoman‐ownedbusinesses.IDOT’suseofDBEcontractgoalsisarace‐andgender‐consciousmeasure.ItisusefultoexamineavailabilityanalysisresultsseparatelyforcontractsthatIDOTawardswiththeuseofDBEcontractgoals(goalcontracts)andcontractsthatIDOTawardswithouttheuseofthosegoals(no‐goalcontracts).FigureES‐2presentsavailabilityestimatesseparatelyforgoalandno‐goalcontracts.AsshowninFigureES‐2,theavailabilityofminority‐andwoman‐ownedbusinessesconsideredtogetherislowerforgoalcontracts(19.1%)thanforno‐goalcontracts(29.4%).

    Business group

    Asian Pacific American‐owned 0.5 %Black American‐owned  1.5Hispanic American‐owned 2.9Native American‐owned 0.0Subcontinent Asian American‐owned 1.4Non‐Hispanic white woman‐owned 13.6 %Total Minority‐ and Woman‐owned 19.9 %

    Availability %

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

    Figure ES‐2. Availability estimates by  contract goal status 

    Note: Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. For more detail, see Figures F‐18 and F‐19 in  Appendix F.  Source: BBC Research & Consulting availability analysis. 

    Results by contract role. Manyminority‐andwoman‐ownedbusinessesaresmallbusinessesandthusoftenworkassubcontractors.Becauseofthattendency,itisusefultoexamineavailabilityestimatesseparatelyforprimecontractsandsubcontracts.FigureES‐3presentsthoseresults.AsshowninFigureES‐3,theavailabilityofminority‐andwoman‐ownedbusinessesconsideredtogetherislowerforIDOTprimecontracts(15.2%)thanforIDOTsubcontracts(34.4%). Figure ES‐3. Availability estimates by  contract role 

    Note: Numbers rounded to nearest tenth of 1 percent and thus may not sum exactly to totals. For more detail, see Figures F‐7 and F‐8 in  Appendix F.  Source: BBC Research & Consulting availability analysis. 

    C. Utilization Analysis Results BBCmeasuredtheparticipationofminority‐andwoman‐ownedbusinessesinIDOT’stransportation‐relatedcontractingintermsofutilization—thepercentageofprimecontractandsubcontractdollarsthatminority‐andwoman‐ownedbusinessesreceivedonIDOTprimecontractsandsubcontractsduringthestudyperiod.Overall results.FigureES‐4presentsthepercentageofcontractingdollarsthatminority‐andwoman‐ownedbusinessesconsideredtogetherreceivedontransportation‐relatedconstructionandprofessionalservicescontractsthatIDOTawardedduringthestudyperiod(includingbothprimecontractsandsubcontracts).AsshowninFigureES‐4,overall,minority‐andwoman‐ownedbusinessesreceived15.5percentoftherelevantcontractingdollarsthatIDOTawardedduringthestudyperiod.Themajorityofthosecontractingdollars—13.1percent—wenttocertifiedDBEs.Non‐Hispanicwhitewoman‐ownedbusinesses(6.9%)andHispanicAmerican‐ownedbusinesses(5.2%)exhibitedhigherlevelsofparticipationonIDOTcontractsthantheotherrelevantgroups.

    Business group

    Asian Pacific American‐owned 0.5 % 0.2 %Black American‐owned  1.5 1.8Hispanic American‐owned 2.5 7.7Native American‐owned 0.0 0.1Subcontinent Asian American‐owned 1.4 1.5Non‐Hispanic white woman‐owned 13.2 % 18.1 %Total Minority‐ and Woman‐owned 19.1 % 29.4 %

    Goal statusGoal 

    contractsNo‐goal contracts

    Business group

    Asian Pacific American‐owned 0.2 % 1.4 %Black American‐owned  1.5 1.5Hispanic American‐owned 1.5 7.6Native American‐owned 0.0 0.0Subcontinent Asian American‐owned 1.2 1.9Non‐Hispanic white woman‐owned 10.9 % 22.1 %Total Minority‐ and Woman‐owned 15.2 % 34.4 %

    Contract rolePrime contract Subcontract

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

    Figure ES‐4. Overall utilization results 

    Note: Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. For more detail, see Figure F‐2 in Appendix F.  Source: BBC Research & Consulting utilization analysis. 

    Results by contract goal status.IDOTusedDBEcontractgoalstoawardmanycontractsduringthestudyperiodtoencouragetheparticipationofminority‐andwoman‐ownedbusinesses.Itisinstructivetocomparetheparticipationofminority‐andwoman‐ownedbusinessesbetweengoalcontractsno‐goalcontracts.Doingsoprovidesusefulinformationaboutoutcomesforminority‐andwoman‐ownedbusinessesoncontractsthatIDOTawardedinarace‐andgender‐neutralenvironmentandtheefficacyofDBEcontractgoalsinencouragingtheparticipationofminority‐andwoman‐ownedbusinessesinIDOT’stransportation‐relatedcontracts.FigureES‐5presentsutilizationresultsseparatelyforIDOTgoalcontractsandno‐goalcontracts.AsshowninFigureES‐5,minority‐andwoman‐ownedbusinessesconsideredtogethershowedhigherparticipationingoalcontracts(15.9%)thaninno‐goalcontracts(11.5%).ThoseresultsindicatetheeffectivenessofDBEcontractgoalsinencouragingtheparticipationofminority‐andwoman‐ownedbusinessesinIDOT’stransportation‐relatedcontracts.Figure ES‐5. Utilization results by  contract goal status 

    Note: Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. For more detail, see Figures F‐18 and F‐19 in Appendix F.  Source: BBC Research & Consulting utilization analysis. 

    Results by contract role. Manyminority‐andwoman‐ownedbusinessesaresmallbusinessesandthusoftenworkassubcontractors,soitmightbereasonabletoexpecthigherparticipationofminority‐andwoman‐ownedbusinessinsubcontractsthaninprimecontracts.FigureES‐6presentsutilizationresultsforminority‐andwoman‐ownedbusinessesseparatelyforprime

    Minority‐ and Woman‐ownedAsian Pacific American‐owned 0.5 %Black American‐owned  1.7Hispanic American‐owned 5.2Native American‐owned 0.2Subcontinent Asian American‐owned 1.0Non‐Hispanic white woman‐owned 6.9Total Minority‐ and Woman‐owned 15.5 %

    DBEsAsian Pacific American‐owned 0.5 %Black American‐owned  1.7Hispanic American‐owned 5.2Native American‐owned 0.1Subcontinent Asian American‐owned 0.7Non‐Hispanic white woman‐owned 4.9Total DBE 13.1 %

    Utilization %

    Business group

    Asian Pacific American‐owned 0.5 0.2 %Black American‐owned  1.7 1.8Hispanic American‐owned 5.4 7.7Native American‐owned 0.2 0.1Subcontinent Asian American‐owned 1.0 1.5Non‐Hispanic white woman‐owned 7.0 6.7Total Minority‐ and Woman‐owned 15.9 11.5 %

    Goal contracts

    No‐goal contracts

    Goal status

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

    contractsandsubcontracts.AsshowninFigureES‐6,theparticipationofminority‐andwoman‐ownedbusinessesconsideredtogetherwasinfactmuchhigherinIDOTsubcontracts(47.9%)thanprimecontracts(5.2%).Figure ES‐6. Utilization results by  contract role 

    Note: Numbers rounded to nearest tenth of 1 percent. Numbers may not add to totals. For more detail, see Figures F‐7 and F‐8 in Appendix F.  Source: BBC Research & Consulting utilization analysis. 

    D. Disparity Analysis Results Althoughinformationabouttheparticipationofminority‐andwoman‐ownedbusinessesinIDOTcontractsisusefulonitsown,itisevenmoreusefulwhenitiscomparedwiththelevelofparticipationthatmightbeexpectedbasedontheavailabilityofminority‐andwoman‐ownedbusinessesforIDOTwork.BBCcomparedtheparticipationofminority‐andwoman‐ownedbusinessesinIDOTprimecontractsandsubcontractswiththepercentageofcontractdollarsthatthosebusinessesmightbeexpectedtoreceivebasedontheiravailabilityforthatwork.BBCcalculateddisparityindicesforeachrelevantbusinessgroupandforvariouscontractsetsbydividingpercentparticipationbypercentavailabilityandmultiplyingthatquotientby100.Adisparityindexof100indicatesanexactmatchbetweenparticipationandavailabilityforaparticulargroupforaparticularsetofcontracts(referredtoasparity).Adisparityindexoflessthan100indicatesadisparitybetweenparticipationandavailability.Adisparityindexoflessthan80indicatesasubstantialdisparitybetweenparticipationandavailability.Overall results.FigureES‐7presentsdisparityindicesforallrelevantprimecontractsandsubcontractsthatIDOTawardedduringthestudyperiod.Thelinedrawnatadisparityindexlevelof100indicatesparity,andthelinedrawnatadisparityindexlevelof80indicatesasubstantialdisparity.AsshowninFigureES‐7,overall,theparticipationofminority‐andwoman‐ownedbusinessesincontractsthatIDOTawardedduringthestudyperiodwassubstantiallylowerthanwhatonemightexpectbasedontheavailabilityofthosebusinessesforthatwork.Thedisparityindexof78indicatesthatminority‐andwoman‐ownedbusinessesconsideredtogetherreceivedapproximately$0.78foreverydollarthattheymightbeexpectedtoreceivebasedontheiravailabilityfortransportation‐relatedcontractsthatIDOTawardedduringthestudyperiod.DisparityanalysisresultsbyindividualgroupindicatedthatSubcontinentAsianAmerican‐ownedbusinesses(disparityindexof70)andnon‐Hispanicwhitewoman‐ownedbusinesses(disparityindexof51)exhibitedsubstantialdisparities. 

    Business group

    Asian Pacific American‐owned 0.3 1.2 %Black American‐owned  0.6 5.0Hispanic American‐owned 0.9 18.7Native American‐owned 0.0 0.6Subcontinent Asian American‐owned 0.8 1.4Non‐Hispanic white woman‐owned 2.5 20.8Total Minority‐ and Woman‐owned 5.2 47.9 %

    Contract rolePrime contracts Subcontracts

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  • BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER ES, PAGE 10 

    Figure ES‐10. Availability components of the base figure  

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

    Source:  BBC Research & Consulting availability analysis. 

    Considering a step‐2 adjustment. TheFederalDBEProgramrequiresIDOTtoconsiderapotentialstep‐2adjustmenttoitsbasefigureaspartofdeterminingitsoverallDBEgoalandoutlinesseveralfactorsthattheagencymustconsiderwhenassessingwhethertomakeanyadjustment:  CurrentcapacityofDBEstoperformwork,asmeasuredbythevolumeofworkDBEshave

    performedinrecentyears; Informationrelatedtoemployment,self‐employment,education,training,andunions; AnydisparitiesintheabilityofDBEstogetfinancing,bonding,andinsurance;and Otherrelevantdata.4BBCcompletedananalysisofeachoftheabovestep‐2factors.MuchoftheinformationthatBBCexaminedwasnoteasilyquantifiablebutisstillrelevanttoIDOTasitdetermineswhethertomakeastep‐2adjustment.Takentogether,thequantitativeandqualitativeevidencethatthestudyteamcollectedaspartofthedisparitystudymaysupportastep‐2adjustmenttothebasefigureasIDOTconsiderssettingitsoverallDBEgoal.Basedoninformationfromthedisparitystudy,therearereasonswhyIDOTmightconsideranupwardadjustmenttoitsbasefigure: IDOTmightadjustitsbasefigureupwardtoaccountforbarriersthatminoritiesand

    womenfaceinhumancapitalandowningbusinessesinthelocalcontractingindustry.Suchanadjustmentwouldcorrespondtoa“determinationofthelevelofDBEparticipationyouwouldexpectabsenttheeffectsofdiscrimination.”5

    IDOTmightalsoadjustitsbasefigureupwardinlightofevidenceofbarriersthataffectminorities;women;andminority‐andwoman‐ownedbusinessesinobtainingfinancing,

    449CFRSection26.45.549CFRSection26.45(b).

    a. Business group

    Asian Pacific American‐owned 0.4 % 1.7 % 0.4 %Black American‐owned 0.6 8.9 0.9Hispanic American‐owned 2.6 1.8 2.6Native American‐owned 0.0 0.0 0.0Subcontinent Asian American‐owned 0.9 4.5 1.0Non‐Hispanic white woman‐owned 12.9 10.6 12.7Total potential DBEs 17.3 % 24.8 % 17.6 %Industry weight 97 % 3 %

    Base figure componentb. Construction d. Totalc. Professional Services

  • BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER ES, PAGE 11 

    bonding,andinsuranceandevidencethatminority‐andwoman‐ownedbusinessesarelesssuccessfulthancomparablebusinessesownedbynon‐Hispanicwhitemen.

    TherearealsoreasonswhyIDOTmightconsideradownwardadjustmenttoitsbasefigure.IDOT’sutilizationreportsforFFYs2012through2016indicatedmedianannualDBEparticipationof14.6percentforthoseyears,whichislowerthanitsbasefigure.USDOT’s“TipsforGoal‐Setting”suggeststhatanagencycanmakeastep‐2adjustmentbyaveragingthebasefigurewithpastmedianDBEparticipation.BBC’sanalysisofDBEparticipationinIDOT’sFHWA‐fundedcontractsalsoindicatesDBEparticipation(12.6%)thatislowerthanthebasefigure.IfIDOTweretoadjustitsbasefigurebasedonpastDBEparticipation,itmightconsidertakingtheaverageofthe17.6basefigureandthe14.6percent(or12.6percent)pastDBEparticipation.USDOTregulationsclearlystatethatIDOTisrequiredtoreviewabroadrangeofinformationwhenconsideringwhetheritisnecessarytomakeastep‐2adjustment—eitherupwardordownward—toitsbasefigure.However,IDOTisnotrequiredtomakeanadjustmentaslongasitcanexplainwhatfactorsitconsideredandcanexplainitsdecisionaspartofitsgoal‐settingprocess.

    F. Program Implementation Chapters9and10reviewadditionalinformationrelevanttoIDOT’simplementationoftheFederalDBEProgramincludingprogrammeasuresthattheagencycouldconsiderusingtoencouragetheparticipationofminority‐andwoman‐ownedbusinessesinitscontracting.IDOTshouldreviewthatinformationaswellasotherrelevantinformationasitmakesdecisionsconcerningthefutureimplementationoftheFederalDBEProgram.Tothatend,BBCpresentsthefollowingareasofpotentialrefinementforIDOT’sconsideration: IDOTshouldconsidercontinuingitseffortstonetworkwithminority‐andwoman‐owned

    businesses,buttheagencymightalsoconsiderbroadeningitseffortstoincludemorepartnershipswithlocaltradeorganizationsandotherpublicagencies.IDOTmightalsoconsidercreatingaconsortiumoflocalorganizationsandpublicagenciesthatwouldjointlyhostquarterlyoutreachandnetworkingeventsandtrainingsessionsforbusinessesseekingpublicsectorcontracts.

    Tofurtherencouragetheparticipationofsmallbusinesses—includingmanyminority‐andwoman‐ownedbusinesses—IDOTshouldconsidermakingeffortstounbundlerelativelylargecontractsintoseveralsmallercontracts.Doingsowouldresultinthatworkbeingmoreaccessibletosmallbusinesses,whichinturnmightincreaseopportunitiesforminority‐andwoman‐ownedbusinessesandresultingreaterminority‐andwoman‐ownedbusinessparticipation.

    IDOTshouldconsiderexploringwaystoincreaseprimecontractingandsubcontractingopportunitiesforsmallbusinesses,includingmanyminority‐andwoman‐ownedbusinesses.Withregardtoprimecontractopportunities,IDOTmightconsidersettingasidesmallprimecontractsforsmallbusinessbiddingtoencouragetheparticipationofminority‐andwoman‐ownedbusinessesasprimecontractors.Withregardtosubcontractopportunities,IDOTcouldconsiderimplementingaprogramthatrequiresprimecontractorstoincludecertainlevelsofsubcontractingaspartoftheirbidsandproposals.

  • BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER ES, PAGE 12 

    Disparityanalysisresultsindicatedthatmostracial/ethnicandgendergroupsdidnotshowdisparitiesoncontractsthatIDOTawardedwiththeuseofDBEcontractgoalsduringthestudyperiod.Incontrast,mostracial/ethnicandgendergroupsshowedsubstantialdisparitiesoncontractsthatIDOTawardedwithouttheuseofDBEcontractgoals.IDOTshouldconsidercontinuingitsuseofDBEcontractgoalsinthefuture.Theagencywillneedtoensurethattheuseofthosegoalsisnarrowlytailoredandconsistentwithotherrelevantlegalstandards(fordetails,seeChapter2andAppendixB).

    IDOTshouldconsiderimplementingprocessestohelpensurethatitcollectscomprehensiveinformationonalltheprimecontractsandsubcontractsthatitawardsandthatthosedataaremaintainedandorganizedinanintuitivemanner,includingdataonpass‐throughcontractingthattheCityofChicagoawards.DoingsowillallowIDOTtomonitortheparticipationofminority‐andwoman‐ownedbusinessesasaccuratelyaspossible.

    Aspartofthedisparitystudy,thestudyteamalsoexaminedinformationconcerningconditionsinthelocalmarketplaceforminorities;women;andminority‐andwoman‐ownedbusinessesincludingresultsfordifferentracial/ethnicandgendergroups.IDOTshouldreviewthefulldisparitystudyreport,aswellasotherinformationitmayhave,indeterminingwhetheritneedstocontinueusingrace‐orgender‐consciousmeasuresaspartofitsimplementationoftheFederalDBEProgram,andifso,indeterminingwhatactionsitmighttakebasedonstudyresults.

  • CHAPTER 1.

    Introduction

  • BBC RESEARCH & CONSULTING – FINAL REPORT  CHAPTER 1, PAGE 1 

    CHAPTER 1. Introduction 

    TheIllinoisDepartmentofTransportation(IDOT)isresponsiblefortheplanning,construction,operation,andmaintenanceofthetransportationsystemthroughoutIllinoisincludinghighwaysandbridges;airports;publictransit;railfreight;andrailpassengersystems.AsaUnitedStatesDepartmentofTransportation(USDOT)fundrecipient,IDOTimplementstheFederalDisadvantagedBusinessEnterprise(DBE)Program.TheFederalDBEProgramisdesignedtoaddresspotentialdiscriminationagainstDBEsintheawardandadministrationofUSDOT‐fundedcontracts.IDOTretainedBBCResearch&Consulting(BBC)toconductadisparitystudytohelpevaluatetheeffectivenessofitsimplementationoftheFederalDBEPrograminencouragingtheparticipationofminority‐andwoman‐ownedbusinessesinitsfederally‐fundedcontracts.Aspartofthedisparitystudy,BBCexaminedwhetherthereareanydisparitiesbetween: Thepercentageofcontractdollars(includingsubcontractdollars)thatIDOTspentwith

    minority‐andwoman‐ownedbusinessesduringthestudyperiod(i.e.,utilization);and Thepercentageofcontractdollarsthatminority‐andwoman‐ownedbusinessesmightbe

    expectedtoreceivebasedontheiravailabilitytoperformspecifictypesandsizesoftheIDOT’sprimecontractsandsubcontracts(i.e.,availability).

    BBCalsoassessedotherquantitativeandqualitativeinformationrelatedto: ThelegalframeworksurroundingIDOT’simplementationoftheFederalDBEProgram; Localmarketplaceconditionsforminority‐andwoman‐ownedbusinesses;and ContractingpracticesandbusinessassistanceprogramsthatIDOTcurrentlyhasinplace.ThereareseveralreasonswhythedisparitystudywillbeusefultoIDOTasitmakesdecisionsaboutitsimplementationoftheFederalDBEProgram: ThetypesofresearchthatBBCconductedaspartofthedisparitystudyprovideinformation

    thatwillbeusefultoIDOTasitmakesdecisionsaboutdifferentaspectsofitsimplementationoftheFederalDBEProgram(e.g.,settinganoverallDBEgoal);

    Thedisparitystudyprovidesinsightsintohowtoimprovecontractingopportunitiesforsmallbusinessesaswellasminority‐andwoman‐ownedbusinesses;

    Anindependent,objectivereviewoftheparticipationofminority‐andwoman‐ownedbusinessesinIDOT’scontractingwillbevaluabletoagencyleadershipandtoexternalgroupsthatmaybemonitoringIDOT’scontractingpractices;and

    StateandlocalagenciesthathavesuccessfullydefendedimplementationsoftheFederalDBEProgramincourthavetypicallyreliedoninformationfromdisparitystudies.

  • BBC RESEARCH & CONSULTING – FINAL REPORT  CHAPTER 1, PAGE 2 

    BBCintroducesthe2017IDOTDisparityStudyinthreeparts:A. Background;B. Studyscope;andC. Studyteammembers.

    A. Background TheFederalDBEProgramisaprogramdesignedtoincreasetheparticipationofminority‐andwoman‐ownedbusinessesinUSDOT‐fundedcontracts.AsarecipientofUSDOTfunds,IDOTmustimplementtheFederalDBEProgramandcomplywithcorrespondingfederalregulations.Setting an overall goal for DBE participation.AspartoftheFederalDBEProgram,everythreeyears,anagencyisrequiredtosetanoverallgoalforDBEparticipationinitsUSDOT‐fundedcontracts.1Althoughanagencyisrequiredtosetthegoaleverythreeyears,theoverallDBEgoalisanannualgoalinthattheagencymustmonitorDBEparticipationinitsUSDOT‐fundedcontractseveryyear.IfDBEparticipationforaparticularyearislessthantheoverallDBEgoal,thentheagencymustanalyzethereasonsforthedifferenceandestablishspecificmeasuresthatenabletheagencytomeetthegoalinthenextyear.TheFederalDBEProgramdescribesthestepsanagencymustfollowinestablishingitsoverallDBEgoal.Tobeginthegoal‐settingprocess,anagencymustdevelopabasefigurebasedondemonstrableevidenceoftheavailabilityofDBEstoparticipateintheagency’sUSDOT‐fundedcontracts.Then,theagencymustconsiderconditionsinthelocalmarketplaceforminority‐andwoman‐ownedbusinessesandmakeanupward,downward,ornoadjustmenttoitsbasefigureasitdeterminesitsoverallDBEgoal(referredtoasa“step‐2”adjustment).Projecting the portion of the overall DBE goal to be met through race‐ and gender‐neutral means. Accordingto49CodeofFederalRegulations(CFR)Part26,anagencymustmeetthemaximumfeasibleportionofitsoverallDBEgoalthroughtheuseofrace‐andgender‐neutralprogrammeasures.2Race‐andgender‐neutralmeasuresaremeasuresthataredesignedtoencouragetheparticipationofallbusinesses—orallsmallbusinesses—inanagency’scontracting(forexamplesofrace‐andgender‐neutralmeasures,see49CFRSection26.51(b)).Participationinsuchmeasuresisnotlimitedtominority‐andwoman‐ownedbusinessesortocertifiedDBEs.Ifanagencycannotmeetitsgoalsolelythroughtheuseofrace‐andgender‐neutralmeasures,thenitmustconsideralsousingrace‐andgender‐consciousprogrammeasures.Race‐andgender‐consciousmeasuresaredesignedtospecificallyencouragetheparticipationofminority‐andwoman‐ownedbusinessesinanagency’scontracting(e.g.,usingDBEgoalsonindividualcontracts).TheFederalDBEProgramrequiresanagencytoprojecttheportionofitsoverallDBEgoalthatitwillmeetthroughrace‐andgender‐neutralmeasuresandtheportion

    1http://www.gpo.gov/fdsys/pkg/FR‐2011‐01‐28/html/2011‐1531.htm249CFRSection26.51.

  • BBC RESEARCH & CONSULTING – FINAL REPORT  CHAPTER 1, PAGE 3 

    thatitwillmeetthroughanyrace‐orgender‐consciousmeasures.USDOThasoutlinedanumberoffactorsforanagencytoconsiderwhenmakingsuchdeterminations.3Determining whether all groups will be eligible for race‐ and gender‐conscious measures.Ifanagencydeterminesthatrace‐orgender‐consciousmeasures—suchasDBEcontractgoals—areappropriateforitsimplementationoftheFederalDBEProgram,thenitmustalsodeterminewhichracial/ethnicorgendergroupsareeligibleforparticipationinthosemeasures.Eligibilityforsuchmeasuresislimitedtoonlythoseracial/ethnicorgendergroupsforwhichcompellingevidenceofdiscriminationexistsinthelocalmarketplace.USDOTprovidesawaiverprovisionifanagencydeterminesthatitsimplementationoftheFederalDBEProgramshouldonlyincludecertainracial/ethnicorgendergroupsintherace‐orgender‐consciousmeasuresthatituses.

    B. Study Scope InformationfromthedisparitystudywillhelpIDOTcontinuetoencouragetheparticipationofminority‐andwoman‐ownedbusinessesinitsfederally‐fundedcontracts.Inaddition,informationfromthestudywillhelpIDOTcontinuetoimplementtheFederalDBEPrograminalegally‐defensiblemanner.Definitions of minority‐ and woman‐owned businesses.Tointerpretthecoreanalysespresentedinthedisparitystudy,itisusefultounderstandhowthestudyteamtreatsminority‐andwoman‐ownedbusinessesandbusinessesthatarecertifiedasDBEswithIDOT.Itisalsoimportanttounderstandhowthestudyteamtreatsbusinessesownedbyminoritywomeninitsanalyses.Minority‐ and woman‐owned businesses.Thestudyteamfocuseditsanalysesontheminority‐andwoman‐ownedbusinessgroupsthattheFederalDBEProgrampresumestobedisadvantaged:AsianPacificAmerican‐,BlackAmerican‐,HispanicAmerican‐,NativeAmerican,SubcontinentAsianAmerican‐,andnon‐Hispanicwhitewoman‐ownedbusinesses.Thestudyteamanalyzedthepossibilitythatrace‐orgender‐baseddiscriminationaffectedtheparticipationofminority‐andwoman‐ownedbusinessesinIDOTworkbasedspecificallyontherace/ethnicityandgenderofbusinessownership.Therefore,thestudyteamcountedbusinessesasminority‐orwoman‐ownedregardlessofwhethertheywere,orcouldbe,certifiedasDBEsthroughIDOT.Analyzingtheparticipationandavailabilityofminority‐andwoman‐ownedbusinessesregardlessofDBEcertificationallowedthestudyteamtoassesswhethertherearedisparitiesaffectingallminority‐andwoman‐ownedbusinessesandnotjustcertifiedbusinesses.DBEs.DBEsareminority‐andwoman‐ownedbusinessesthatarespecificallycertifiedassuchthroughIDOT.AdeterminationofDBEeligibilityincludesassessingbusinesses’grossrevenuesandbusinessowners’personalnetworth(maximumof$1.32millionexcludingequityinahomeandinthebusiness).Someminority‐andwoman‐ownedbusinessesdonotqualifyasDBEs

    3http://www.dotcr.ost.dot.gov/Documents/Dbe/49CFRPART26.doc

  • BBC RESEARCH & CONSULTING – FINAL REPORT  CHAPTER 1, PAGE 4 

    becauseofgrossrevenueornetworthrequirements.4BusinessesseekingDBEcertificationinIllinoisarerequiredtosubmitanapplicationtoIDOT.Theapplicationisavailableonlineandrequiresbusinessestosubmitvariousinformationincludingbusinessname;contactinformation;taxinformation;workspecializations;andrace/ethnicityandgenderoftheirowners.IDOTreviewseachapplicationforapproval.Thereviewprocessmayinvolveon‐sitemeetingsandadditionaldocumentationtoconfirmbusinessinformation.BecausetheFederalDBEProgramrequiresagenciestotracktheparticipationofcertifiedDBEs,BBCreportsutilizationresultsforallminority‐andwoman‐ownedbusinessesandseparatelyforthoseminority‐andwoman‐ownedbusinessesthatarecertifiedasDBEs.However,BBCdoesnotreportavailabilityordisparityanalysisresultsseparatelyforcertifiedDBEs.Potential DBEs.PotentialDBEsareminority‐andwoman‐ownedbusinessesthatareDBE‐certifiedorappearthattheycouldbeDBE‐certifiedbasedonrevenuerequirementsdescribedin49CFRPart26(regardlessofactualcertification).ThestudyteamdidnotcountbusinessesthathavebeendecertifiedorhavegraduatedfromtheDBEProgramaspotentialDBEs.BBCexaminedtheavailabilityofpotentialDBEsaspartofhelpingIDOTcalculatethebasefigureofitsoverallDBEgoal.Figure1‐1providesfurtherexplanationofpotentialDBEs. Minority woman‐owned businesses.BBCconsideredfouroptionswhenconsideringhowtoclassifybusinessesownedbyminoritywomen: Classifyingthosebusinessesasbothminority‐ownedandwoman‐owned; Creatinguniquegroupsofminoritywoman‐ownedbusinesses; Classifyingminoritywoman‐ownedbusinesseswithallotherwoman‐ownedbusinesses;and Classifyingminoritywoman‐ownedbusinesseswiththeircorrespondingminoritygroups.

    4Businessesownedbynon‐HispanicwhitemencanbecertifiedasDBEsifthosebusinessesmeettherequirementsin49CFRPart26.

    Figure 1‐1. Definition of potential DBEs 

    To help IDOT calculate its overall DBE goal, BBC did not include the following types of minority‐ and woman‐owned businesses in its definition of potential DBEs:  

    Minority‐ and woman‐owned businesses that have graduated from the DBE Program and have not been recertified; 

    Minority‐ and woman‐owned businesses that are not currently DBE‐certified but that have applied for DBE certification with IDOT and have been denied; and 

    Minority‐ and woman‐owned businesses that are not currently DBE‐certified that appear to have average annual revenues over the most recent three years so high as to deem them ineligible for DBE certification.  

    At the time of this study, the overall revenue limit for DBE certification was $22,410,000 based on a three‐year average of gross receipts. There were lower revenue limits for specific subindustries according to United States Small Business Administration (SBA) small business size standards. Only a few minority‐ and woman‐owned businesses appeared to have exceeded those revenue limits based on information that they provided as part of availability surveys. 

    Business owners must also meet USDOT personal net worth limits for their businesses to qualify for DBE certification. The personal net worth of business owners was not available as part of this study and thus was not considered when determining potential DBE status. 

  • BBC RESEARCH & CONSULTING – FINAL REPORT  CHAPTER 1, PAGE 5 

    BBCchosenottocodebusinessesasbothwoman‐ownedandminority‐ownedtoavoiddouble‐countingcertainbusinesseswhenreportingdisparitystudyresults.Creatinggroupsofminoritywoman‐ownedbusinessesthatweredistinctfrombusinessesownedbyminoritymen(e.g.,BlackAmericanwoman‐ownedbusinessesversusbusinessesownedbyBlackAmericanmen)wasalsounworkablebecausesomeminoritygroupsexhibitedsuchlowparticipationthatfurtherdisaggregationbygenderwouldhavemadeitevenmoredifficulttointerprettheresults.Afterrejectingthefirsttwooptions,BBCthenconsideredwhethertogroupminoritywoman‐ownedbusinesseswithallotherwoman‐ownedbusinessesorwiththeircorrespondingminoritygroups.BBCchosethelatter(e.g.,groupingBlackAmericanwoman‐ownedbusinesseswithallotherBlackAmerican‐ownedbusinesses).Thus,woman‐ownedbusinessesinthisreportreferstonon‐Hispanicwhitewoman‐ownedbusinesses.Majority‐owned businesses.Majority‐ownedbusinessesarebusinessesthatarenotownedbyminoritiesorwomen(i.e.,businessesownedbynon‐Hispanicwhitemen).Incoredisparitystudyanalyses,thestudyteamcodedeachbusinessasminority‐,woman‐,ormajority‐owned.Analyses in the disparity study.Thedisparitystudyexaminedwhetherthereareanydisparitiesbetweentheparticipationandavailabilityofminority‐andwoman‐ownedbusinessesonIDOTcontracts.Thestudyfocusedontransportation‐relatedconstructionandprofessionalservicescontractsthatIDOTawardedbetweenOctober1,2012andSeptember30,2016(i.e.,thestudyperiod).Duringthestudyperiod,IDOTappliedDBEcontractgoalstomanyofthefederally‐fundedcontractsthatitawarded.Inadditiontothecoreutilization,availability,anddisparityanalyses,thedisparitystudyalsoincludes: AreviewoflegalissuessurroundingimplementationoftheFederalDBEProgram; Ananalysisoflocalmarketplaceconditionsforminority‐andwoman‐ownedbusinesses; AnassessmentofIDOT’scontractingpracticesandbusinessassistanceprograms;and OtherinformationforIDOTtoconsiderasitrefinesitsimplementationoftheFederalDBE

    Program.Thatinformationisorganizedinthedisparitystudyreportinthefollowingmanner:Legal framework and analysis.Thestudyteamconductedadetailedanalysisofrelevantfederalregulations,caselaw,statelaw,andotherinformationtoguidethemethodologyforthedisparitystudy.TheanalysisincludedareviewoffederalandstaterequirementsconcerningIDOT’simplementationoftheFederalDBEProgram.ThelegalframeworkandanalysisforthestudyissummarizedinChapter2andpresentedindetailinAppendixB.Marketplace conditions.BBCconductedquantitativeanalysesofthesuccessofminoritiesandwomenandminority‐andwoman‐ownedbusinessesinthelocalcontractingindustries.BBCcomparedbusinessoutcomesforminorities,women,andminority‐andwoman‐ownedbusinessestooutcomesfornon‐Hispanicwhitemenandmajority‐ownedbusinesses.Inaddition,thestudyteamcollectedqualitativeinformationaboutpotentialbarriersthatsmallbusinesses

  • BBC RESEARCH & CONSULTING – FINAL REPORT  CHAPTER 1, PAGE 6 

    andminority‐andwoman‐ownedbusinessesfaceinIllinoisthroughin‐depthinterviews.InformationaboutmarketplaceconditionsispresentedinChapter3,AppendixC,andAppendixD.

    Data collection and analysis.BBCexamineddatafrommultiplesourcestocompletetheutilizationandavailabilityanalyses.Inaddition,thestudyteamconductedtelephonesurveyswiththousandsofbusinessesthroughoutIllinois.Thescopeofthestudyteam’sdatacollectionandanalysisasitpertainstotheutilizationandavailabilityanalysesispresentedinChapter4. Availability analysis.BBCanalyzedthepercentageofminority‐andwoman‐ownedbusinessesthatareready,willing,andabletoperformonIDOTprimecontractsandsubcontracts.ThatanalysiswasbasedonIDOTdataandtelephonesurveysthatthestudyteamconductedwiththousandsofIllinoisbusinessesthatworkinindustriesrelatedtothetypesofcontractingdollarsthatIDOTawards.BBCanalyzedavailabilityseparatelyforbusinessesownedbyspecificminoritygroupsandnon‐Hispanicwhitewomenandfordifferenttypesofcontracts.ResultsfromtheavailabilityanalysisarepresentedinChapter5andAppendixE. Utilization analysis.BBCanalyzedcontractdollarsthatIDOTspentwithminority‐andwoman‐ownedbusinessesontransportation‐relatedcontractsthattheagencyawardedbetweenOctober1,2012andSeptember30,2016.Thosedataincludedinformationaboutassociatedsubcontracts.5IDOTappliedDBEcontractgoalstomanyofthosecontracts.BBCanalyzedutilizationseparatelyforbusinessesownedbyspecificminoritygroupsandnon‐Hispanicwomenandfordifferenttypesofcontracts.ResultsfromtheutilizationanalysisarepresentedinChapter6.Disparity analysis.BBCexaminedwhethertherewereanydisparitiesbetweentheutilizationofminority‐andwoman‐ownedbusinessesoncontractsthatIDOTawardedduringthestudyperiodandtheavailabilityofthosebusinessesforthatwork.BBCanalyzeddisparityanalysisresultsseparatelyforbusinessesownedbyspecificminoritygroupsandnon‐Hispanicwhitewomenandfordifferenttypesofcontracts.Thestudyteamalsoassessedwhetheranyobserveddisparitieswerestatisticallysignificant.BBCfurtherexploredresultsforsubsetsofIDOTcontractsandexaminedbidandproposalinformationforrelevantIDOTcontracts.ResultsfromthedisparityanalysisandfurtherexplorationsofdisparitiesarepresentedinChapter7andAppendixF.Overall DBE goal.Basedoninformationfromtheavailabilityanalysisandotherresearch,BBCprovidedIDOTwithinformationthatwillhelptheagencysetitsoverallDBEgoalincludingthebasefigureandconsiderationofastep‐2adjustment.InformationaboutIDOT’soverallDBEgoalispresentedinChapter8.Race‐ and gender‐neutral measures. BBCreviewedinformationregardingevidenceofdiscriminationintheIllinoiscontractingmarketplace;analyzedIDOT’sexperiencewithmeetingitsoverallDBEgoalinthepast;andprovidedinformationaboutIDOT’spastperformancein 5Primecontractors—notIDOT—actuallyawardsubcontractstosubcontractors.However,forsimplicity,throughoutthereport,BBCreferstoIDOTasawardingsubcontracts.

  • BBC RESEARCH & CONSULTING – FINAL REPORT  CHAPTER 1, PAGE 7 

    encouragingtheparticipationofminority‐andwoman‐ownedbusinessesusingrace‐andgender‐neutralmeasures.InformationfromthoseanalysesispresentedinChapter9.Federal DBE Program.BBCreviewedIDOT’simplementationoftheFederalDBEProgram.BBCprovidedguidancerelatedtoadditionalprogramoptions.Thestudyteam’sreviewandguidanceispresentedinChapter10.

    C. Study Team Members TheBBCstudyteamwasmadeupofsevenfirmsthat,collectively,possessdecadesofexperiencerelatedtoconductingdisparitystudiesinconnectionwiththeFederalDBEProgram.BBC (prime consultant).BBCisaDenver‐baseddisparitystudyandeconomicresearchfirm.BBChadoverallresponsibilityforthestudyandperformedallofthequantitativeanalyses.B2B Consulting. B2BConsultingisaBlackAmericanwoman‐ownedconsultingandtrainingfirmlocatedinNorthRiverside,Illinois.B2BConsultingconductedin‐person,in‐depthanecdotalinterviewswithbusinessownersandtradeassociationrepresentativesandhelpedfacilitatecommunityengagementeffortsthroughoutthelocalmarketplace. Customer Research International (CRI).CRIisaSubcontinentAsianAmerican‐ownedsurveyfieldworkfirmbasedinSanMarcos,Texas.CRIconductedtelephonesurveyswiththousandsofIllinoisbusinessestogatherinformationfortheutilizationandavailabilityanalyses.Holland & Knight. Holland&Knightisalawfirmwithofficesthroughoutthecountry.Holland&Knightconductedthelegalanalysisforthestudy.Keen Independent Research (Keen Independent).KeenIndependentisanArizona‐basedresearchfirm.KeenIndependenthelpedmanagethein‐depthinterviewprocessaspartofthestudyteam’squalitativeanalysesofmarketplaceconditions.SC‐B Consulting. SC‐BConsultingisanon‐Hispanicwhitewoman‐ownedmanagementandbusinessconsultingfirmlocatedinUrbana‐Champaign,Illinois.SC‐BConsultingconductedin‐person,in‐depthanecdotalinterviewswithbusinessownersandtradeassociationrepresentativesthroughoutthelocalmarketplace.Zann & Associates.Zann&AssociatesisaBlackAmericanwoman‐ownedmanagementconsultingfirmbasedinChicago,Illinois.Zann&AssociatesreviewedthepracticesandproceduresthatIDOTusestoawardcontractsandthemeasureitusestoencouragetheparticipationofminority‐andwoman‐ownedbusinessesinitscontracting.

  • CHAPTER 2.

    Legal Framework

  • BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER 2, PAGE 1 

    CHAPTER 2. Legal Analysis 

    AsarecipientofUnitedStatesDepartmentofTransportation(USDOT)funds,theIllinoisDepartmentofTransportation(IDOT)implementstheFederalDisadvantagedBusinessEnterprise(DBE)Program.TheFederalDBEProgramisgovernedby49CodeofFederalRegulations(CFR)Part26andrelatedfederalregulations.BBCResearch&Consulting(BBC)presentstheLegalAnalysisforthe2017IDOTDisparityStudyintwoparts:A. Programelements;andB. Legalstandards.

    A. Program Elements TheFederalDBEProgramisdesignedtoencouragetheparticipationofminority‐andwoman‐ownedbusinessesinanagency’scontracting,andmorespecifically,initsUSDOT‐fundedcontracts.1AspartoftheFederalDBEProgram,everythreeyears,anagencyisrequiredtosetanoverallgoalforDBEparticipationinitsUSDOT‐fundedcontracts.2Althoughanagencyisrequiredtosetthegoaleverythreeyears,theoverallDBEgoalisanannualgoalinthattheagencymustmonitorDBEparticipationinitsUSDOT‐fundedcontractseveryyear.IfDBEparticipationforaparticularyearislessthantheoverallDBEgoalforthatyear,thentheagencymustanalyzethereasonsforthedifferenceandestablishspecificmeasuresthatwilladdressthedifferenceandenabletheagencytomeetthegoalinthenextyear.Definition of DBE.Accordingto49CFRPart26,aDBEisabusinessthatisownedandcontrolledbyoneormoreindividualswhoaresociallyandeconomicallydisadvantagedaccordingtotheguidelinesintheFederalDBEProgram.ThefollowinggroupsarepresumedtobesociallyandeconomicallydisadvantagedaccordingtotheFederalDBEProgram: AsianPacificAmericans; BlackAmericans; HispanicAmericans; NativeAmericans; SubcontinentAsianAmericans;and Womenofanyraceorethnicity.Adeterminationofeconomicdisadvantageincludesassessingbusinesses’grossrevenuesandbusinessowners’personalnetworth(maximumof$1.32millionexcludingequityinahomeandinthebusiness).Someminority‐andwoman‐ownedbusinessesdonotqualifyasDBEsbecause 1BBCconsidersacontractasUSDOT‐fundedifitincludesatleastonedollarofUSDOTfunding.2http://www.gpo.gov/fdsys/pkg/FR‐2011‐01‐28/html/2011‐1531.htm

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

    ofgrossrevenueornetworthrequirements.Businessesownedbynon‐HispanicwhitemencanbecertifiedasDBEsifthosebusinessesmeettherequirementsin49CFRPart26.Certification requirements.BusinessesseekingDBEcertificationinIllinoisarerequiredtosubmitanapplicationtoIDOT.Theapplicationisavailableonlineandrequiresbusinessestosubmitvariousinformationincludingbusinessname;contactinformation;taxinformation;workspecializations;andrace/ethnicityandgenderoftheowners.IDOTreviewseachapplicationforapproval.Thereviewprocessmayinvolveon‐sitemeetingsandadditionaldocumentationtoconfirmrequiredbusinessinformation.Measures to encourage DBE participation. Regulationsthatgovernanagency’simplementationoftheFederalDBEProgramrequirethattheagencymeetsthemaximumfeasibleportionofitsoverallDBEgoalthroughtheuseofrace‐andgender‐neutralmeasures.3Race‐andgender‐neutralmeasuresaredesignedtoencouragetheparticipationofallbusinesses—or,allsmallbusinesses—inanagency’scontracting.Participationinsuchmeasuresisnotlimitedtominority‐andwoman‐ownedbusinessesortocertifiedDBEs.IfanagencycannotmeetitsoverallDBEgoalsolelythroughrace‐andgender‐neutralmeans,thenitisrequiredtoconsiderusingrace‐andgender‐consciousmeasuresaspartofitsimplementationoftheFederalDBEProgram.Race‐andgender‐consciousmeasuresaredesignedtospecificallyencouragetheparticipationofminority‐andwoman‐ownedbusinessesinanagency’scontracting(e.g.,usingDBEgoalsonindividualUSDOT‐fundedcontracts).Giventhatcontext,thereareseveralapproachesthatagenciescouldusetoimplementtheFederalDBEProgram.1. Using a combination of race‐ and gender‐neutral and race‐ and gender‐conscious measures with all DBEs considered eligible.Manyagenciesuseacombinationofrace‐andgender‐neutralandrace‐andgender‐consciousmeasureswhenimplementingtheFederalDBEProgramwithallcertifiedDBEsbeingconsideredeligibletoparticipateintherace‐andgender‐consciousmeasures.Thoseagenciesusevariousmeasuresthataredesignedtoencouragetheparticipationofsmallandemergingbusinessesintheircontracting.Inaddition,theyalsouseDBEcontractgoalsonindividualcontracts,andtheparticipationofallcertifiedDBEs—regardlessofrace/ethnicityorgender—counttowardmeetingthosegoals.IDOTimplementstheFederalDBEPrograminthismanner.Theagencyusesacombinationofrace‐andgender‐neutralandrace‐andgender‐consciousmeasuresandconsidersallcertifiedDBEsaseligibletoparticipateinrace‐andgender‐consciousmeasures.2. Applying a combination of race‐ and gender‐neutral and race‐ and gender‐conscious measures with only certain DBEs considered eligible. SomeagencieslimitDBEparticipationinrace‐andgender‐consciousmeasurestocertainracial/ethnicorgendergroupsbasedonevidenceofthosegroupsfacingdiscriminationwithintheagencies’respectiverelevantgeographicmarketareas(underutilizedDBEs,orUDBEs).Forexample,theCaliforniaDepartmentofTransportation(Caltrans)setsDBEcontractgoalsforwhichonlyUDBEs—whichdonotincludeallDBEgroups—areconsideredeligible.CaltranscountstheparticipationofallDBEstowardmeetingitsoverallDBEgoal,butonlyUDBEparticipationcountstowardprimecontractorsmeetingDBEcontract 349CFRSection26.51.

  • BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER 2, PAGE 3 

    goalsonindividualcontracts.CaltransdeterminedwhichDBEgroupswereUDBEsbyexaminingresultsofadisparitystudyforindividualracial/ethnicandgendergroups.TheColoradoDepartmentofTransportationandtheOregonDepartmentofTransportation,amongotheragencies,haveimplementedtheFederalDBEPrograminsimilarways.3. Applying a combination of race‐ and gender‐neutral and more aggressive race‐ and gender‐conscious measures in extreme circumstances.TheFederalDBEProgramprovidesthatanagencymaynotusemoreaggressiverace‐andgender‐consciousprogrammeasures—suchassettingasidecontractsexclusivelyforDBEbidding—exceptinlimitedandextremecircumstances.Anagencymayonlyusesetasideswhennoothermethodcouldbereasonablyexpectedtoredressegregiousinstancesofdiscrimination.4SpecificquotasforDBEparticipationarestrictlyprohibitedundertheFederalDBEProgram.4. Operating an entirely race‐ and gender‐neutral program.SomeagencieshaveimplementedtheFederalDBEProgramwithouttheuseofDBEcontractgoalsorotherrace‐andgender‐consciousmeasures.Instead,thoseagenciesonlyuserace‐andgender‐neutralmeasuresaspartoftheirimplementationsoftheFederalDBEProgram.Forexample,theFloridaDepartmentofTransportationandthePortofSeattleimplementtheFederalDBEProgramusingonlyrace‐andgender‐neutralprogrammeasures.

    B. Legal Standards IDOT’suseofDBEcontractgoalsisconsideredarace‐andgender‐consciousmeasure.PrimecontractorscanmeetDBEcontractgoalsbyeithermakingsubcontractingcommitmentswithcertifiedDBEsubcontractorsatthetimeofbidorbyshowingthattheymadeallreasonablegoodfaitheffortstomeetthegoalsbutcouldnotdoso.TheUnitedStatesSupremeCourthasestablishedthatgovernmentprogramsthatincluderace‐andgender‐consciousmeasuresmustmeetthestrictscrutinystandardofconstitutionalreview.5ThetwokeyU.S.SupremeCourtcasesthatestablishedthestrictscrutinystandardforsuchmeasuresare: The1989decisioninCityofRichmondv.J.A.CrosonCompany,whichestablishedthestrict

    scrutinystandardofreviewforrace‐consciousprogramsadoptedbystateandlocalgovernments;6and

    The1995decisioninAdarandConstructors,Inc.v.Peña,whichestablishedthestrictscrutinystandardofreviewforfederalrace‐consciousprograms.7

    Anagencymustmeetboththecompellinggovernmentalinterestandthenarrowtailoringcomponentsofthestrictscrutinystandard.Aprogramthatfailstomeeteithercomponentisunconstitutional.

    449CFRSection26.43.5CertainFederalCourtsofAppealsapplytheintermediatescrutinystandardtogender‐consciousprograms.AppendixBdescribestheintermediatescrutinystandardindetail.6CityofRichmondv.J.A.CrosonCompany,488U.S.469(1989).7AdarandConstructors,Inc.v.Peña,515U.S.200(1995).

  • BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER 2, PAGE 4 

    Compelling governmental interest.Anagencymustdemonstrateacompellinggovernmentalinterestinremedyingpastidentifieddiscriminationinordertouserace‐orgender‐consciousmeasures.Anagencythatusesrace‐orgender‐consciousmeasuresaspartofaminority‐orwoman‐ownedbusinessprogramhastheinitialburdenofshowingevidenceofdiscrimination—includingstatisticalandanecdotalevidence—thatsupportstheuseofsuchmeasures.Agenciescannotrelyonnationalstatisticsofdiscriminationinanindustrytodrawconclusionsabouttheprevailingmarketconditionsintheirownregions.Rather,theymustassessdiscriminationwithintheirownrelevantmarketareas.8Itisnotnecessaryforagovernmentagencyitselftohavediscriminatedagainstminority‐orwoman‐ownedbusinessesforittoact.InCityofRichmondv.J.A.CrosonCompany,theSupremeCourtfound,“if[thegovernmentalentity]couldshowthatithadessentiallybecomea‘passiveparticipant’inasystemofracialexclusionpracticedbyelementsofthelocalconstructionindustry…[i]tcouldtakeaffirmativestepstodismantlesuchasystem.”Manyagencieshaveusedinformationfromdisparitystudies—specifically,evidenceofdisparitiesbetweentheparticipationandavailabilityofminority‐andwoman‐ownedbusinesses—aspartofdeterminingwhethertheircontractingpracticesareaffectedbyrace‐orgender‐baseddiscrimination.InCityofRichmondv.J.A.CrosonCompany,theU.S.SupremeCourtheldthat,“[w]herethereisasignificantstatisticaldisparitybetweenthenumberofqualifiedminoritycontractorswillingandabletoperformaparticularserviceandthenumberofsuchcontractorsactuallyengagedbythelocalityorthelocality’sprimecontractors,aninferenceofdiscriminatoryexclusioncouldarise.”LowercourtdecisionssinceCityofRichmondv.J.A.CrosonCompanyhaveheldthatacompellinggovernmentalinterestmustbeestablishedforeachracial/ethnicandgendergrouptowhichrace‐andgender‐consciousmeasuresapply.Narrow tailoring.Inadditiontodemonstratingacompellinggovernmentalinterest,anagencymustalsodemonstratethatitsuseofrace‐andgender‐consciousmeasuresisnarrowlytailored.Thereareanumberoffactorsthatcourtsconsiderwhendeterminingwhethertheuseofsuchmeasuresisnarrowlytailoredincluding: Thenecessityofsuchmeasuresandtheefficacyofalternative,race‐andgender‐neutral

    measures; Thedegreetowhichtheuseofsuchmeasuresislimitedtothosegroupsthatactuallysuffer

    discriminationinthelocalmarketplace; Thedegreetowhichtheuseofsuchmeasuresisflexibleandlimitedinduration,including

    theavailabilityofwaiversandsunsetprovisions; Therelationshipofanynumericalgoalstotherelevantbusinessmarketplace;and Theimpactofsuchmeasuresontherightsofthirdparties.9

    8Seee.g.,ConcreteWorks,Inc.v.CityandCountyofDenver(“ConcreteWorksI”),36F.3d1513,1520(10thCir.1994).9See,e.g.,AGC,SDCv.Caltrans,713F.3dat1198‐1199;Rothe,545F.3dat1036;WesternStatesPaving,407F3dat993‐995;SherbrookeTurf,345F.3dat971;AdarandVII,228F.3dat1181;Eng’gContractorsAss’n,122F.3dat927(internalquotationsandcitationsomitted).

  • BBC RESEARCH & CONSULTING—FINAL REPORT  CHAPTER 2, PAGE 5 

    Meeting the strict scrutiny standard.Manyprogramshavefailedtomeetthestrictscrutinystandard,becausetheyhavefailedtomeetthecompellinggovernmentalinterestrequirement,thenarrowtailoringrequirement,orboth.However,manyotherprogramshavemetthestrictscrutinystandardandcourtshavedeemedthemtobeconstitutional.AppendixBprovidesdetaileddiscussionsoftherelatedcaselaw.

  • CHAPTER 3.

    Marketplace Conditions

  • BBC RESEARCH & CONSULTING – FINAL REPORT  CHAPTER 3, PAGE 1 

    CHAPTER 3. Marketplace Conditions 

    Historically,therehavebeenmyriadlegal,economic,andsocialobstaclesthathaveimpededminoritiesandwomenfromacquiringthehumanandfinancialcapitalnecessarytostartandoperatesuccessfulbusinesses.Barrierssuchasslavery,racialoppression,segregation,race‐baseddisplacement,andlabormarketdiscriminationproducedsubstantialdisparitiesforminoritiesandwomen,theeffectsofwhicharestillapparenttoday.Thosebarrierslimitedopportunitiesforminoritiesintermsofbotheducationandworkplaceexperience.1,2,3,4Similarly,manywomenwererestrictedtoeitherbeinghomemakersortakinggender‐specificjobswithlowpayandlittlechanceforadvancement.5Inthe19thandearly20thcenturies,minoritiesinIllinoisfacedbarriersthatweresimilartothosethatminoritiesfacednationwide.DiscriminatorytreatmentwascommonforminoritiesinIllinois.BlackAmericanswereforcedtoliveinracially‐segregatedneighborhoodsandsendtheirchildrentosegregatedschools.Intheearlytomid‐20thcentury,BlackAmericanswereforcedtouseseparatefacilitiesatarearestaurantsandculturalinstitutions.Disparatetreatmentalsoextendedintothelabormarket.BlackAmericanswereconcentratedinlowwageworkinmanufacturingindustrieswithfewopportunitiesforadvancement.6,7Inthemiddleofthe20thcentury,manylegalandworkplacereformsopenedupnewopportunitiesforminoritiesandwomennationwide.Brownv.BoardofEducation,TheEqualPayAct,TheCivilRightsAct,andTheWomen’sEducationalEquityActoutlawedmanyformsofrace‐andgender‐baseddiscrimination.Workplacesadoptedformalizedpersonnelpoliciesandimplementedprogramstodiversifytheirstaffs.8Thosereformsincreaseddiversityinworkplacesandreducededucationalandemploymentdisparitiesforminoritiesandwomen.9,10,11,12However,despitethoseimprovements,minoritiesandwomencontinuetofacebarriers—suchasincarceration,residentialsegregation,andfamilyresponsibilities—thathavemadeitmoredifficulttoacquirethehumanandfinancialcapitalnecessarytostartandoperatebusinessessuccessfully.13,14,15FederalCourtsandtheUnitedStatesCongresshaveconsideredbarriersthatminorities;women;andminority‐andwoman‐ownedbusinessesfaceinalocalmarketplaceasevidencefortheexistenceofrace‐orgender‐baseddiscriminationinthatmarketplace.16,17,18TheUnitedStatesSupremeCourtandotherfederalcourtshaveheldthatanalysesofconditionsinalocalmarketplaceforminorities;women;andminority‐andwoman‐ownedbusinessesareinstructiveindeterminingwhetheragencies’implementationsofminority‐andwoman‐ownedbusinessprogramsareappropriateandjustified.Thoseanalyseshelpagenciesdeterminewhethertheyarepassivelyparticipatinginanyrace‐orgender‐baseddiscriminationthatmakesitmoredifficultforminority‐andwoman‐ownedbusinessestosuccessfullycompetefortheircontracts.Passiveparticipationindiscriminationmeansthatagenciesunintentionallyperpetuaterace‐orgender‐baseddiscriminationsimplybyoperatingwithindiscriminatorymarketplaces.Manycourtshaveheldthatpassiveparticipationinanyrace‐orgender‐baseddiscrimination

  • BBC RESEARCH & CONSULTING – FINAL REPORT  CHAPTER 3, PAGE 2 

    establishesacompellinggovernmentalinterestforagenciestotakeremedialactiontoaddresssuchdiscrimination.19,20,21Thestudyteamconductedquantitativeandqualitativeanalysestoassesswhetherminorities;women;andminority‐andwoman‐ownedbusinessesfaceanybarriersintheIllinoisconstructionandprofessionalservicesindustries.Thestudyteamalsoexaminedthepotentialeffectsthatanysuchbarriershaveontheformationandsuccessofminority‐andwoman‐ownedbusinessesandontheirparticipationinandavailabilityforcontractsthattheIllinoisDepartmentofTransportationawards.Thestudyteamexaminedlocalmarketplaceconditionsprimarilyinfourareas: Humancapital,toassesswhetherminoritiesandwomenfaceanybarriersrelatedto

    education,employment,andgainingmanagerialexperienceinrelevantindustries; Financialcapital,toassesswhetherminoritiesandwomenfaceanybarriersrelatedto

    wages,homeownership,personalwealth,andaccesstofinancing; Businessownershiptoassesswhetherminoritiesandwomenownbusinessesatrates

    thatarecomparabletothatofnon‐Hispanicwhitemen;and Successofbusinessestoassesswhetherminority‐andwoman‐ownedbusinesseshave

    outcomesthataresimilartothoseofbusinessesownedbynon‐Hispanicwhitemen.TheinformationinChapter3comesfromexistingresearchintheareaofrace‐andgender‐baseddiscriminationaswellasfromprimaryresearchthatthestudyteamconductedofcurrentmarketplaceconditions.AdditionalquantitativeandqualitativeanalysesofmarketplaceconditionsarepresentedinAppendixCandAppendixD,respectively.

    A. Human Capital Humancapitalisthecollectionofpersonalknowledge,behavior,experience,andcharacteristicsthatmakeupanindividual’sabilitytoperformandsucceedinparticularlabormarkets.Factorssuchaseducation,businessexperience,andmanagerialexperiencehavebeenshowntoberelatedtobusinesssuccess.22,23,24,25Anyrace‐orgender‐basedbarriersinthoseareasmaymakeitmoredifficultforminoritiesandwomentoworkinrelevantindustriesandpreventsomeofthemfromstartingandoperatingbusinessessuccessfully.Education.Barriersassociatedwitheducationalattainmentmayprecludeentryoradvancementincertainindustries,becausemanyoccupationsrequireatleastahighschooldiploma.Someoccupations—suchasoccupationsinprofessionalservices—requireatleastafour‐yearcollegedegree.Inaddition,educationalattainmentisastrongpredictorofbothincomeandpersonalwealth,whicharebothshowntoberelatedtobusinessformationandsuccess.26,27Nationally,minoritieslagbehindnon‐Hispanicwhitesintermsofbotheducationalattainmentandthequalityofeducationthattheyreceive.28,29Minoritiesarefarmorelikelythannon‐Hispanicwhitestoattendschoolsthatdonotprovideaccesstocoreclassesinscienceandmath.30Inaddition,BlackAmericanstudentsaremorethanthreetimesmorelikelythannon‐Hispanicwhitestobeexpelledorsuspendedfromhighschool.31Forthoseandotherreasons,minoritiesarefarlesslikelythannon‐Hispanicwhitestoattendcollege;enrollathighly‐ormoderatelyselectivefour‐yearinstitutions;orearncollegedegrees.32

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  • BBC RESEARCH & CONSULTING – FINAL REPORT  CHAPTER 3, PAGE 6 

    Figure 3‐4. Percentage of workers who worked as a manager in each study‐related industry, Illinois, 2011‐2015 

    Note: *, ** Denotes that the difference in proportions between the minority group and non‐Hispanic whites (or between women and men) is statistically significant at the 90% and 95% confidence level, respectively. "Other race minority" omitted due to small sample size. † Denotes that statistical significance was not assessed due to small sample sizes.  Source: BBC Research & Consulting from 2011‐2015 ACS 5% Public Use Microdata sample. The raw data extract was obtained through the IPUMS program of the MN Population Center: http://usa.ipums.org/usa/. 

    Intergenerational business experience.Havingafamilymemberwhoownsabusinessandisworkinginthatbusinessisanimportantpredictorofbusinessownershipandbusinesssuccess.Suchexperienceshelpentrepreneursgainaccesstoimportantopportunitynetworks;obtainknowledgeofbestpracticesandbusinessetiquette;andreceivehands‐onexperienceinhelpingtorunbusinesses.However,atleastnationally,minoritieshavesubstantiallyfewerfamilymemberswhoownbusinessesandbothminoritiesandwomenhavefeweropportunitiestobeinvolvedwiththosebusinesses.50,51Thatlackofexperiencemakesitmoredifficultforminoritiesandwomentosubsequentlystarttheirownbusinessesandoperatethemsuccessfully.

    B. Financial Capital Inadditiontohumancapital,financialcapitalhasbeenshowntobeanimportantindicatorofbusinessformationandsuccess.52,53,54Individualscanacquirefinancialcapitalthroughmanysourcesincludingemploymentwages,personalwealth,homeownership,andfinancing.Ifrace‐orgender‐baseddiscriminationexistsinthosecapitalmarkets,minoritiesandwomenmayhavedifficultyacquiringthecapitalnecessarytostart,operate,orexpandbusinesses.Wages and income.Wageandincomegapsbetweenminoritiesandnon‐Hispanicwhitesandbetweenwomenandmenarewell‐documentedthroughoutthecountry,evenwhenresearchershavestatisticallycontrolledforvariousfactorsunrelatedtoraceandgender.55,56,57Forexample,nationalincomedataindicatethat,onaverage,BlackAmericansandHispanicAmericanshavehouseholdincomesthatarelessthantwo‐thirdsthoseofnon‐Hispanicwhites.58,59Womenhavealsofacedconsistentwageandincomegapsrelativetomen.Nationally,themedianhourlywageofwomenisstillonly84percentthemedianhourlywageofmen.60Suchdisparitiesmakeitdifficultforminoritiesandwomentouseemploymentwagesasasourceofbusinesscapital.BBCobservedwagegapsinIllinoisconsistentwiththegapsthatresearchershaveobservednationally.Figure3‐5presentsmeanannualwagesforIllinoisworkersbyrace/ethnicityandgender.AsshowninFigure3‐5,BlackAmericans,HispanicAmericans,NativeAmericans,andotherraceminoritiesinIllinoisearnsubstantiallylessthannon‐Hispanicwhites.Inaddition,womenworkersearnsubstantiallylessthanmen.BBCalsoconductedregressionanalysesto

    Illinois

    Race/ethnicityBlack American 7.6 % 3.3 %Asian Pacific American 9.3 6.0Subcontinent Asian American 20.8 9.2Hispanic American 1.9 ** 1.0 *Native American 6.6 0.0 †

    Non‐Hispanic white 7.9 3.8

    GenderWomen 7.6 % 2.4 % **Men 6.7 4.3All individuals 6.8 % 3.8 %

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