The State of Minority- and Women- Owned ... - Cleveland.com

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Appendix C. Detailed Utilization, Availability & Disparity Tables NAICS Industry Group / M/WBE Type Utilization (%) Availability (%) Disparity Ratio Architectural and Structural Metals Manufacturing (NAICS 3323) African American 0.00 2.60 0.00 *** Hispanic 0.00 0.00 Asian 0.00 1.00 0.00 *** Native American 0.00 0.00 Minority 0.00 3.60 0.00 *** Nonminority female 31.71 19.94 M/WBE Total 31.71 23.54 Boiler, Tank, and Shipping Container Manufacturing (NAICS 3324) African American 0.00 2.82 0.00 Hispanic 0.00 0.00 Asian 0.00 0.00 Native American 0.00 0.00 Minority 0.00 2.82 0.00 Nonminority female 0.00 16.90 0.00 *** M/WBE Total 0.00 19.72 0.00 *** Foundation, Structure, and Building Exterior Contractors (NAICS 2381) African American 0.00 2.28 0.00 *** Hispanic 0.00 0.00 Asian 0.00 0.00 Native American 0.00 1.43 0.00 *** Minority 0.00 3.71 0.00 *** Nonminority female 0.00 14.71 0.00 *** M/WBE Total 0.00 18.42 0.00 *** Other General Merchandise Stores (NAICS 4529) African American 0.00 0.33 0.00 Hispanic 0.00 0.04 0.00 Asian 0.00 1.39 0.00 *** Native American 0.00 1.29 0.00 *** Minority 0.00 3.05 0.00 *** Nonminority female 0.00 12.16 0.00 *** M/WBE Total 0.00 15.21 0.00 *** Glass and Glass Product Mfg. (NAICS 3272) African American 0.00 1.79 0.00 Hispanic 0.00 0.00 Asian 0.00 4.22 0.00 Native American 0.00 0.00 Minority 0.00 6.01 0.00 Nonminority female 0.00 32.18 0.00 *** M/WBE Total 0.00 38.20 0.00 *** Source and Notes: See Table 7.21. NERA Economic Consulting 482
Appendix C. Detailed Utilization, Availability & Disparity Tables Table AC.20. Industry Group Utilization, Availability, and Disparity Results for City of Cleveland Commodities Contracting (All Funds) (Dollars Paid) NAICS Industry Group / M/WBE Type Utilization (%) Availability (%) Disparity Ratio Electrical and Electronic Goods Merchant Wholesalers (NAICS 4236) African American 0.00 3.51 0.00 *** Hispanic 0.00 0.15 0.00 ** Asian 0.00 0.38 0.00 *** Native American 0.00 0.00 Minority 0.00 4.04 0.00 *** Nonminority female 17.75 19.42 91.36 M/WBE Total 17.75 23.46 75.64 Petroleum and Petroleum Products Merchant Wholesalers (NAICS 4247) African American 0.00 2.86 0.00 Hispanic 0.00 0.00 Asian 0.00 0.00 0.00 Native American 0.00 0.00 Minority 0.00 2.86 0.00 Nonminority female 0.00 16.99 0.00 *** M/WBE Total 0.00 19.84 0.00 *** Chemical and Allied Products Merchant Wholesalers (NAICS 4246) African American 9.02 5.23 Hispanic 0.00 0.00 Asian 0.00 0.64 0.00 Native American 0.00 0.00 Minority 9.02 5.87 Nonminority female 0.30 21.17 1.40 *** M/WBE Total 9.32 27.03 34.47 Automobile Dealers (NAICS 4411) African American 0.00 0.90 0.00 Hispanic 0.00 0.01 0.00 Asian 0.00 1.27 0.00 *** Native American 0.00 1.44 0.00 *** Minority 0.00 3.61 0.00 *** Nonminority female 0.00 10.71 0.00 *** M/WBE Total 0.00 14.32 0.00 *** Communications Equipment Manufacturing (NAICS 3342) African American 0.00 6.05 0.00 *** Hispanic 0.00 0.00 Asian 0.00 0.12 0.00 Native American 0.00 0.00 Minority 0.00 6.17 0.00 *** NERA Economic Consulting 483
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The State of Minority- and Women- O
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About the Project Team NERA Economi
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Notice This report sets forth the i
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Contents C. Race and Gender Dispari
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List of Tables Table 4.5. Services
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List of Tables Table 5.14. Disparit
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List of Tables Table 7.10. M/WBE Ut
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List of Tables Table 8.10. Percent
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List of Tables Table AC.32. Industr
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C. Defining the Relevant Markets Ex
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Table A. Overall Current Availabili
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Executive Summary disparity analysi
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Executive Summary • A greater sha
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Executive Summary Table C. Utilizat
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Contracting Category/ M/WBE Type Ex
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Executive Summary contract performa
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I. Introduction Introduction The Ci
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Legal Standards for Government Affi
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B. Preparing the Master Contract/Su
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Defining the Relevant Markets Table
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• Franklin County, OH (Columbus)
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NAICS Industry Group NAICS Descript
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Defining the Relevant Markets In AE
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NAICS Industry Group 8112 5412 5324
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NAICS Industry Group Source: See Ta
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NAICS Industry Group 4233 NAICS Des
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M/WBE Availability in the City of C
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NAICS Industry Group M/WBE Availabi
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Detailed Industry Group Navigationa
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Table 4.24. Detailed M/WBE Availabi
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Detailed Industry Group M/WBE Avail
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Detailed Industry Group General Med
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Detailed Industry Group Machine Sho
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Detailed Industry Group Products Me
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Table 4.28. Detailed DBE Availabili
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Table 4.30. Detailed DBE Availabili
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Market-Based Disparities in Busines
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VI. Statistical Disparities in Capi
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B. Theoretical Framework and Review
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Statistical Disparities in Capital
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D. Qualitative Evidence Statistical
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Table 6.7. Types of Problems Facing
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Table 6.9. Determinants of Loan Den
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Table 6.10. Alternative Models of L
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Table 6.13. Models of Interest Rate
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1. Qualitative Evidence Statistical
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) Prejudice against women. c) Preju
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Table 6.19. Determinants of Loan De
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Table 6.21. Models of Interest Rate
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2. Differences in Loan Denial Rates
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Table 6.26. Determinants of Loan De
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Table 6.28. Models of Credit Card U
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Table 6.31. Determinants of Interes
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B. M/WBE Utilization M/WBE Utilizat
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M/WBE Utilization and Disparity in
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Anecdotal Evidence of Disparities i
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The City of Cleveland’s Cleveland
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Blanchflower, D. G., P. Levine and
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References Fairlie, R. W. (1999),
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References Ladd, H. F. (1998), “E
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References U.S. Census Bureau (2004
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Appendix A. Glossary Demand-side: R
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Appendix A. Glossary NSSBF or SSBF.
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Appendix B. Master M/WBE Directory
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Appendix B. Master M/WBE Directory
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Appendix C. Detailed Utilization, A
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NERA Economic Consulting Barton Cre
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