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

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Executive Summary<br />

all construction firms in Ohio, yet earned only 0.30 percent <strong>of</strong> all sales <strong>and</strong> receipts. <strong>Women</strong> own<br />

7.99 percent <strong>of</strong> all construction firms in Ohio, but earned only 6.18 percent <strong>of</strong> sales <strong>and</strong> receipts.<br />

F. Statistical Disparities in Credit/Capital Markets<br />

In Chapter VI, we analyzed current <strong>and</strong> historical data from the Survey <strong>of</strong> Small Business<br />

Finances (“SSBF”), conducted by the Federal Reserve Board <strong>and</strong> the U.S. Small Business<br />

Administration, along with data from nine customized matching mail surveys we have conducted<br />

throughout the nation since 1999. This data examines whether discrimination exists in the small<br />

business credit market.<br />

Credit market discrimination can have an important effect on the likelihood that M/WBEs will<br />

succeed. Moreover, discrimination in the credit market might even prevent such businesses from<br />

opening in the first place. This analysis has been held by the courts to be probative <strong>of</strong> a public<br />

entity’s <strong>com</strong>pelling interest in remedying discrimination. We provide qualitative <strong>and</strong> quantitative<br />

evidence supporting the view that M/WBE firms, particularly African American-owned firms,<br />

suffer discrimination in this market.<br />

<strong>The</strong> SSBF datasets are constructed for the nation as a whole <strong>and</strong> for nine Census divisions. <strong>The</strong><br />

City <strong>of</strong> Clevel<strong>and</strong> Market Area is part <strong>of</strong> the East North Central Census division, which includes<br />

the states <strong>of</strong> Ohio, Illinois, Indiana, Michigan, <strong>and</strong> Wisconsin. To render the results as narrowly<br />

tailored as possible, we included indicator variables in our statistical analyses to determine<br />

whether the results for the East North Central division were different from those for the nation as<br />

a whole. We determined that the national results also apply in general to the East North Central<br />

division.<br />

<strong>The</strong> main results are as follows:<br />

• <strong>Minority</strong>-owned firms were particularly likely to report that they did not apply for a<br />

loan over the preceding three years because they feared the loan would be denied (See<br />

Tables 6.15, 6.22, 6.29).<br />

• When minority-owned firms did apply for a loan, their loan requests were<br />

substantially more likely to be denied than non-minorities, even after accounting for<br />

differences like firm size <strong>and</strong> credit history (See Tables 6.8, 6.9, 6.18, 6.19, 6.25,<br />

6.26).<br />

• When minority-owned firms did receive a loan they were obligated to pay higher<br />

interest rates on the loans than <strong>com</strong>parable nonminority-owned firms (See Tables<br />

6.13, 6.14, 6.21, 6.27).<br />

• Far more minority-owned firms report that credit market conditions are a serious<br />

concern than is the case for nonminority-owned firms (See Tables 6.3, 6.4, 6.5, 6.6,<br />

6.7, 6.17, 6.24).<br />

NERA Economic Consulting 7

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