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Competition, small business financing, and discrimination: evidence from a new survey

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  • Ken Cavalluzzo
  • Linda Cavalluzzo
  • John D. Wolken

Abstract

Using data from the 1993 National Survey of Small Business Finances, we examine some of the factors influencing differences in small business credit market experiences across demographic groups. We analyze credit applications, loan denials, and interest rates paid across gender, race and ethnicity of small business owners. In addition, we analyze data gathered from small business owners who said they did not apply for credit because they believed that their application would have been turned down. This set of analyses, in combination with important new information on the personal credit history of the principal owner, the business credit history of the firm, a rich set of additional explanatory variables, and information on local bank market structure, helps us to understand better the sources of observed differentials in the credit market experiences of small business operators across demographic groups. Credit market experiences often differ markedly among demographic groups. However, so do the characteristics of firms and owners. Results of our multivariate analyses show that many of the factors we consider help to explain the observed differences in credit market experiences However, even after controlling for a large number of firm and owner characteristics, substantial differences often remained. There was also evidence that some of the differentials were associated with the degree of lender market concentration in the firm's local area.

Suggested Citation

  • Ken Cavalluzzo & Linda Cavalluzzo & John D. Wolken, 1999. "Competition, small business financing, and discrimination: evidence from a new survey," Finance and Economics Discussion Series 1999-25, Board of Governors of the Federal Reserve System (U.S.).
    • Handle: RePEc:fip:fedgfe:1999-25
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    1. Fama, Eugene F & Jensen, Michael C, 1983. "Agency Problems and Residual Claims," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 327-349, June.
    2. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    3. Duca John V. & Rosenthal Stuart S., 1993. "Borrowing Constraints, Household Debt, and Racial Discrimination in Loan Markets," Journal of Financial Intermediation, Elsevier, vol. 3(1), pages 77-103, October.
    4. Gregory E. Elliehausen & John D. Wolken, 1990. "Banking markets and the use of financial services by small and medium- sized businesses," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Oct, pages 801-817.
    5. Cavalluzzo, Ken S & Cavalluzzo, Linda C, 1998. "Market Structure and Discrimination: The Case of Small Businesses," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(4), pages 771-792, November.
    6. Shepherd, William G & Levin, Sharon G, 1973. "Managerial Discrimination in Large Firms," The Review of Economics and Statistics, MIT Press, vol. 55(4), pages 412-422, November.
    7. Munnell, Alicia H. & Geoffrey M. B. Tootell & Lynn E. Browne & James McEneaney, 1996. "Mortgage Lending in Boston: Interpreting HMDA Data," American Economic Review, American Economic Association, vol. 86(1), pages 25-53, March.
    8. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    9. Welch, Finis, 1973. "Black-White Differences in Returns to Schooling," American Economic Review, American Economic Association, vol. 63(5), pages 893-907, December.
    10. Matthew S. Goldberg, 1982. "Discrimination, Nepotism, and Long-Run Wage Differentials," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 97(2), pages 307-319.
    11. Hunter, William C & Walker, Mary Beth, 1996. "The Cultural Affinity Hypothesis and Mortgage Lending Decisions," The Journal of Real Estate Finance and Economics, Springer, vol. 13(1), pages 57-70, July.
    12. Ferguson, Michael F & Peters, Stephen R, 1995. "What Constitutes Evidence of Discrimination in Lending?," Journal of Finance, American Finance Association, vol. 50(2), pages 739-748, June.
    13. Riley, John G, 1987. "Credit Rationing: A Further Remark [Credit Rationing in Markets with Imperfect Information] [Incentives Effects of Terminations: Applications to the Credit and Labor Markets]," American Economic Review, American Economic Association, vol. 77(1), pages 224-227, March.
    14. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    15. Myron L. Kwast & Martha Starr-McCluer & John D. Wolken, 1997. "Market definition and the analysis of antitrust in banking," Finance and Economics Discussion Series 1997-52, Board of Governors of the Federal Reserve System (U.S.).
    16. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    17. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    18. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    19. Cole, Rebel, 1999. "Availability of credit to small and minority-owned businesses: Evidence from the 1993 National Survey of Small Business Finances," MPRA Paper 4715, University Library of Munich, Germany.
    20. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    21. Comanor, William S, 1973. "Racial Discrimination in American Industry," Economica, London School of Economics and Political Science, vol. 40(160), pages 363-378, November.
    22. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, September.
    23. Evans, David S, 1987. "Tests of Alternative Theories of Firm Growth," Journal of Political Economy, University of Chicago Press, vol. 95(4), pages 657-674, August.
    24. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    25. David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 2003. "Discrimination in the Small-Business Credit Market," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 930-943, November.
    26. Richard L. Peterson, 1981. "An Investigation of Sex Discrimination in Commercial Banks' Direct Consumer Lending," Bell Journal of Economics, The RAND Corporation, vol. 12(2), pages 547-561, Autumn.
    27. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    28. Berkovec, James A & Canner, Glenn B. & Gabriel, Stuart A. & Hannan, Timothy H., 1994. "Race, Redlining, and Residential Mortgage Loan Performance," The Journal of Real Estate Finance and Economics, Springer, vol. 9(3), pages 263-294, November.
    29. Walter Haessel & John Palmer, 1978. "Market Power and Employment Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 13(4), pages 545-560.
    30. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    31. James E. Long, 1976. "Employment Discrimination in the Federal Sector," Journal of Human Resources, University of Wisconsin Press, vol. 11(1), pages 86-97.
    32. Donald J. Cymrot, 1985. "Does Competition Lessen Discrimination? Some Evidence," Journal of Human Resources, University of Wisconsin Press, vol. 20(4), pages 605-612.
    33. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    34. Black, Harold & Schweitzer, Robert L & Mandell, Lewis, 1978. "Discrimination in Mortgage Lending," American Economic Review, American Economic Association, vol. 68(2), pages 186-191, May.
    35. Sharon M. Oster, 1975. "Industry Differences in the Level of Discrimination Against Women," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 89(2), pages 215-229.
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    Keywords

    Small business; Discrimination in consumer credit;

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