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Are Affirmative Action Hires Less Qualified? Evidence from Employer-Employee Data on New Hires

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  • Harry Holzer
  • David Neumark

Abstract

In this paper we use micro-level data on employers and employees to investigate whether Affirmative Action procedures lead firms to hire minority or female employees who are less qualified than workers who might otherwise be hired. Our measures of qualifications include the educational attainment of the workers hired (both absolutely and relative to job requirements), skill requirements of the job into which they are hired, and a variety of outcome measures that are presumably related to worker performance on the job. The analysis is based on a representative sample of over 3,200 employers in four major metropolitan areas in the U.S. Our results show some evidence of lower educational qualifications among blacks and Hispanics hired under Affirmative Action, but not among white women. Further, our results show little evidence of substantially weaker job performance among most groups of minority and female Affirmative Action hires.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 5603.

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Date of creation: Jun 1996
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Publication status: published as Journal of Labor Economics, Vol. 17, no. 3 (July 1999): 534-569
Handle: RePEc:nbr:nberwo:5603
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Find related papers by JEL classification:
  • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
  • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

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  1. David Neumark & Roy J. Bank & Kyle D. Van Nort, 1996. "Sex Discrimination in Restaurant Hiring: An Audit Study," The Quarterly Journal of Economics, Oxford University Press, vol. 111(3), pages 915-941.
  2. Joseph G. Altonji & Charles R. Pierret, 1996. "Employer Learning and the Signaling Value of Education," NBER Working Papers 5438, National Bureau of Economic Research, Inc.
  3. Oettinger, Gerald S, 1996. "Statistical Discrimination and the Early Career Evolution of the Black-White Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 14(1), pages 52-78, January.
  4. Loury, Linda Datcher & Garman, David, 1995. "College Selectivity and Earnings," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 289-308, April.
  5. Barron, John M & Berger, Mark C & Black, Dan A, 1997. "Employer Search, Training, and Vacancy Duration," Economic Inquiry, Western Economic Association International, vol. 35(1), pages 167-92, January.
  6. Smith, James P & Welch, Finis, 1984. "Affirmative Action and Labor Markets," Journal of Labor Economics, University of Chicago Press, vol. 2(2), pages 269-301, April.
  7. Anderson, Bernard E, 1996. "The Ebb and Flow of Enforcing Executive Order 11246," American Economic Review, American Economic Association, vol. 86(2), pages 298-301, May.
  8. H. J. Holzer, . "Employer hiring decisions and antidiscrimination policy," Institute for Research on Poverty Discussion Papers 1085-96, University of Wisconsin Institute for Research on Poverty.
  9. Bergmann, Barbara R, 1989. "Does the Market for Women's Labor Need Fixing?," Journal of Economic Perspectives, American Economic Association, vol. 3(1), pages 43-60, Winter.
  10. Leonard, Jonathan S, 1989. "Women and Affirmative Action," Journal of Economic Perspectives, American Economic Association, vol. 3(1), pages 61-75, Winter.
  11. Leonard, Jonathan S, 1990. "The Impact of Affirmative Action Regulation and Equal Employment Law on Black Employment," Journal of Economic Perspectives, American Economic Association, vol. 4(4), pages 47-63, Fall.
  12. Barron, John M & Black, Dan A & Loewenstein, Mark A, 1989. "Job Matching and On-the-Job Training," Journal of Labor Economics, University of Chicago Press, vol. 7(1), pages 1-19, January.
  13. Daniel Immergluck, 1996. "What employers want: Job prospects for less-educated workers," The Review of Black Political Economy, Springer;National Economic Association, vol. 24(4), pages 135-143, June.
  14. Coate, Stephen & Loury, Glenn C, 1993. "Will Affirmative-Action Policies Eliminate Negative Stereotypes?," American Economic Review, American Economic Association, vol. 83(5), pages 1220-40, December.
  15. Jonathan S. Leonard, 1984. "Antidiscrimination or Reverse Discrimination: The Impact of Changing Demographics, Title VII, and Affirmative Action on Productivity," Journal of Human Resources, University of Wisconsin Press, vol. 19(2), pages 145-174.
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Cited by:

  1. Barbara F. Reskin & Denise D. Bielby, 2005. "A Sociological Perspective on Gender and Career Outcomes," Journal of Economic Perspectives, American Economic Association, vol. 19(1), pages 71-86, Winter.
  2. Cecilia Rouse & Claudia Goldin, 2000. "Orchestrating Impartiality: The Impact of "Blind" Auditions on Female Musicians," American Economic Review, American Economic Association, vol. 90(4), pages 715-741, September.
  3. Caitlin Knowles Myers, 2007. "A Cure for Discrimination? Affirmative Action and the Case of California's Proposition 209," ILR Review, Cornell University, ILR School, vol. 60(3), pages 379-396, April.
  4. Prakash, Nishith, 2009. "Improving the Labor Market Outcomes of Minorities: The Role of Employment Quota," IZA Discussion Papers 4386, Institute for the Study of Labor (IZA).
  5. H. J. Holzer, . "Why do small establishments hire fewer blacks than large ones," Institute for Research on Poverty Discussion Papers 1119-97, University of Wisconsin Institute for Research on Poverty.
  6. repec:esx:essedp:622 is not listed on IDEAS
  7. Joanne D. Leck, 2002. "Making Employment Equity Programs Work for Women," Canadian Public Policy, University of Toronto Press, vol. 28(s1), pages 85-100, May.
  8. David Neumark, 1998. "Labor Market Information and Wage Differentials by Race and Sex," NBER Working Papers 6573, National Bureau of Economic Research, Inc.
  9. Hutchens, Robert M., 2007. "Worker Characteristics, Job Characteristics, and Opportunities for Phased Retirement," IZA Discussion Papers 2564, Institute for the Study of Labor (IZA).
  10. Alex Coad & Sven-Olov Daunfeldt & Dan Johansson & Karl Wennberg, 2014. "Whom do high-growth firms hire?," Industrial and Corporate Change, Oxford University Press, vol. 23(1), pages 293-327, February.
  11. Eddy Ng & Willi Wiesner, 2007. "Are Men Always Picked Over Women? The Effects of Employment Equity Directives on Selection Decisions," Journal of Business Ethics, Springer, vol. 76(2), pages 177-187, December.
  12. Marcela Ibanez & Gerhard Riener & Ashok Rai, 2013. "Sorting Through Affirmative Action: Two Field Experiments in Colombia," Courant Research Centre: Poverty, Equity and Growth - Discussion Papers 150, Courant Research Centre PEG.
  13. Hutchens, Robert M. & Grace-Martin, Karen, 2004. "Who Among White Collar Workers Has an Opportunity for Phased Retirement? Establishment Characteristics," IZA Discussion Papers 1155, Institute for the Study of Labor (IZA).
  14. T. Clifton Green & Narasimhan Jegadeesh & Yue Tang, 2007. "Gender and Job Performance: Evidence from Wall Street," NBER Working Papers 12897, National Bureau of Economic Research, Inc.

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