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

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M/WBE Availability in the City <strong>of</strong> Clevel<strong>and</strong>’s Market Area<br />

putative nonminority Hispanic-owned firms, Asian/Pacific Isl<strong>and</strong>er-owned firms, nonminority<br />

female-owned firms, <strong>and</strong>, finally, African American-owned firms. 222 Misclassification was also<br />

observed in every NAICS stratum, ranging from 0.0 percent to 36.6 percent as shown in Table<br />

4.18.<br />

Table 4.18. Listed M/WBE Survey—Amount <strong>of</strong> Misclassification, by Industry Grouping<br />

Listed M/WBE By<br />

NAICS Code Grouping<br />

Misclassification<br />

(Percentage<br />

Nonminority Male)<br />

Percentage Actually<br />

M/WBE-owned<br />

Number <strong>of</strong> Businesses<br />

Interviewed<br />

NAICS 236-A 24.44 75.56 135<br />

NAICS 237-A 36.36 63.64 33<br />

NAICS 238-A 23.08 76.92 195<br />

NAICS 3 OR 42-A 25.58 74.42 129<br />

NAICS 48 OR 49-A 16.67 83.33 108<br />

NAICS 44 OR 45-A 21.05 78.95 95<br />

NAICS 54-A 11.44 88.56 201<br />

NAICS 5 BUT NOT<br />

NAICS 54-A<br />

18.68 81.32 91<br />

NAICS 6 OR 7-A 19.59 80.41 97<br />

NAICS 8-A 27.91 72.09 86<br />

NAICS 11 OR 22-A 0.00 100.00 3<br />

NAICS 1 OR 2-B 16.00 84.00 25<br />

NAICS 3 OR 42-B 27.27 72.73 44<br />

NAICS 44 OR 45-B 19.67 80.33 61<br />

NAICS 48 OR 49-B 30.00 70.00 10<br />

NAICS 5-B 11.11 88.89 36<br />

NAICS 6 OR 7-B 19.64 80.36 56<br />

NAICS 8-B 8.00 92.00 75<br />

All NAICS Codes 20.00 80.00 1,480<br />

Source: See NERA telephone surveys.<br />

Notes: (1) Figures are rounded. Rounding was performed subsequent to any mathematical calculations; (2)<br />

Two groupings <strong>of</strong> strata, A <strong>and</strong> B, were created. NAICS codes reflecting approximately 90 percent <strong>of</strong> all<br />

contract <strong>and</strong> subcontract spending were stratified into group A with the balance stratified into group B.<br />

222 For this study, “Black” or “African American” refers to an individual having origins in any <strong>of</strong> the Black racial<br />

groups <strong>of</strong> Africa; “Hispanic” refers to an individual <strong>of</strong> Mexican, Puerto Rican, Cuban, Central or South<br />

American, or other Spanish culture or origin, regardless <strong>of</strong> race; “Asian” or “Asian/Pacific Isl<strong>and</strong>er” refers to an<br />

individual having origins in the Far East, Southeast Asia, the Indian subcontinent, or the Pacific Isl<strong>and</strong>s; “Native<br />

American” refers to an individual having origins in any <strong>of</strong> the original peoples <strong>of</strong> North America or <strong>of</strong> Hawai’i.<br />

NERA Economic Consulting 123

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