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Published in: Small Business Economics 3/2018

21-06-2017

Are minority-owned businesses underserved by financial markets? Evidence from the private-equity industry

Authors: Timothy Bates, William D. Bradford, William E. Jackson III

Published in: Small Business Economics | Issue 3/2018

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Abstract

Our study addresses a longstanding question—whether discrimination exists in financial markets. Although empirical evidence demonstrating disparate treatment of minorities is vast, studies have inadequately explained why minority customers seeking financing are targeted for discriminatory treatment. We develop a theoretical framework explaining why profit-maximizing capital suppliers may choose to offer minority clients worse terms than those provided to comparable white customers. Our framework stresses search costs and reservation prices. We then test this by comparing the relative profitability of investing private equity in minority- and white-owned small firms, an approach advocated by Gary Becker. Using three empirical tests, we consistently find the financial returns derived from investing in minority firms exceed those of white-firm investments. Conducting Becker’s test, in this instance, indicates that disparate treatment of minority clients does not result in loss of profitable investing opportunities for private equity funds but, instead, higher profits.

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Appendix
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Footnotes
1
“Venture capital” is a popular term for what is more accurately identified as private equity. These terms are used inter-changeably in this study.
 
2
The term “white owned” is ambiguous in one instance. About 30% of the Latino-owned small businesses nationwide are white, and several of the portfolio firm owners analyzed in our study have white owners, yet Latino firms, following Census Bureau standards, are classified as minority owned in this study.
 
3
SSBF is a nationally representative small-business database created by the Board of Governors of the Federal Reserve System and the Small Business Administration for the purpose of understanding small business financing dynamics, particularly bank lending.
 
4
The questionnaire used to survey owners responding to the Fed’s SSBF survey was designed in part by reviewing bank application forms commonly completed by small-firm owners seeking loans. By designing questions to correspond to the information bankers themselves seek when making loan-approval decisions, survey designers sought to minimize omitted-variable issues.
 
5
Venture Economics data described the mainstream private-equity funds, while the NAIC database was used to describe minority-focused funds. In comparison to Venture Economics data, the NAIC data were edited for consistency, corrected where needed, and less often plagued with non-response problems, creating a reality of imperfectly compatible databases, thus, permitting only tentative conclusions regarding the relative returns generated by mainstream and minority-focused VC-fund groups; see the Appendix: The NAIC Database, for additional detail.
 
6
The minority-oriented private-equity funds concentrated on investing equity capital into existing firms, not startups. Among the 303 portfolio firm investments analyzed in this study, startup and buyout investments do exist, but they collectively account for no more than ten investments. The funds predominantly targeted early-stage (and some mid-stage) established, profitable firms.
 
7
Among the funds selected for pre-survey, several were very recent entrants and had no fully realized portfolio company investments by year-end 2006. They were excluded from our analyses. “Minority” refers to persons other than non-Hispanic whites, including people of black, Asian, and Hispanic origin.
 
8
New entrants in the 2001 to 2003 period were surveyed in 2004 as well to collect base-level information on portfolio company investments, traits of the funds and their GPs, and other characteristics.
 
9
This pattern of falling returns is exactly analogous to the performance difference derived from investing the same dollar amounts over the same time periods in the NASDAQ index stocks during the early 1990s boom period, versus investing in 1999 at the top of the tech stock boom-bust cycle.
 
10
Although this PME-NASDAQ calculation indicates that investing in white portfolio companies was relatively unattractive, a comprehensive judgment of the relative returns of investing in MBEs versus the NASDAQ index would require factoring in such costs as broker’s fees and carried interest.
 
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Metadata
Title
Are minority-owned businesses underserved by financial markets? Evidence from the private-equity industry
Authors
Timothy Bates
William D. Bradford
William E. Jackson III
Publication date
21-06-2017
Publisher
Springer US
Published in
Small Business Economics / Issue 3/2018
Print ISSN: 0921-898X
Electronic ISSN: 1573-0913
DOI
https://doi.org/10.1007/s11187-017-9879-1

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