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Testing for Employee Discrimination using Matched Employer-Employee Data: Theory and Evidence

  • Paul Frijters
  • Michael A Shileds

    (University of Melbourne)

  • Nikolaos Theodoropoulos

    (University of Leicester, UK)

  • Stephen Wheatley

    (University of Leicester, UK)

We use recent matched employer-employee data to directly investigate if white workers have a taste for racial discrimination in Britain. Based on a new structural model with individual and firm heterogeneity, we develop and test two predictions. Firstly, white employees with a taste for discrimination should report lower levels of job satisfaction the larger the proportion of ethnic minorities at their workplace. Secondly, white employees would have to be compensated by higher wages if required to work alongside ethnic minority co-workers. Both hypotheses are clearly supported for white males in our data, after comprehensively controlling for individual, job, and workplace characteristics. However, the evidence is weaker for females. The white male wage premium for working amongst only ethnic minority co-workers, as compared to working only with whites, is about 12%. Importantly, it appears that neither of these effects operates via realised racial prejudice at the workplace or white employees' feelings concerning their job security.

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File URL: http://external-apps.qut.edu.au/business/documents/discussionPapers/2003/WP168b.pdf
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Paper provided by School of Economics and Finance, Queensland University of Technology in its series School of Economics and Finance Discussion Papers and Working Papers Series with number 168b.

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Length: 45 pages
Date of creation: 19 Nov 2003
Date of revision:
Handle: RePEc:qut:dpaper:168b
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Web page: http://www.bus.qut.edu.au/faculty/economics/
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  1. A Rosen, 1992. "An Equilibrium Search-Matching Model of Discrimination," CEP Discussion Papers dp0097, Centre for Economic Performance, LSE.
  2. Stefan Szymanski, 2000. "A Market Test for Discrimination in the English Professional Soccer Leagues," Journal of Political Economy, University of Chicago Press, vol. 108(3), pages 590-603, June.
  3. Stewart, Mark B, 1983. "Racial Discrimination and Occupational Attainment in Britain," Economic Journal, Royal Economic Society, vol. 93(371), pages 521-41, September.
  4. Richard Breen & Cecilia Garcia-Penalosa, 2002. "Bayesian Learning and Gender Segregation," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 899-922, October.
  5. George J. Borjas, 1979. "Job Satisfaction, Wages, and Unions," Journal of Human Resources, University of Wisconsin Press, vol. 14(1), pages 21-40.
  6. Michael E. Gordon & Angelo S. Denisi, 1995. "A Re-Examination of the Relationship between Union Membership and Job Satisfaction," ILR Review, Cornell University, ILR School, vol. 48(2), pages 222-236, January.
  7. Dustmann, Christian & Fabbri, Francesca, 2000. "Language Proficiency and Labour Market Performance of Immigrants in the UK," CEPR Discussion Papers 2487, C.E.P.R. Discussion Papers.
  8. Joseph G. Altonji & Charles R. Pierret, 2001. "Employer Learning and Statistical Discrimination," The Quarterly Journal of Economics, Oxford University Press, vol. 116(1), pages 313-350.
  9. John S. Heywood & W. S. Siebert & Xiangdong Wei, 2002. "Worker Sorting and Job Satisfaction: The Case of Union and Government Jobs," ILR Review, Cornell University, ILR School, vol. 55(4), pages 595-609, July.
  10. Kenneth J. Arrow, 1998. "What Has Economics to Say about Racial Discrimination?," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 91-100, Spring.
  11. Booth, Alison L. & Francesconi, Marco & Frank, Jeff, 2000. "Temporary Jobs: Stepping Stones or Dead Ends?," IZA Discussion Papers 205, Institute for the Study of Labor (IZA).
  12. John Knowles & Nicola Persico & Petra Todd, . "Racial Bias in Motor Vehicle Searches: Theory and Evidence," Penn CARESS Working Papers 5940d5c4875c571776fb29700, Penn Economics Department.
  13. Dustmann, Christian & Preston, Ian, 2001. "Attitudes to Ethic Minorities, Ethnic Context and Location Decisions," Economic Journal, Royal Economic Society, vol. 111(470), pages 353-73, April.
  14. Judith Hellerstein & David Neumark, 2004. "Workplace Segregation in the United States: Race, Ethnicity, and Skill," PPIC Working Papers 2004.05, Public Policy Institute of California.
  15. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162.
  16. Coate, S. & Loury, G.C., 1992. "Will Affirmative Action Policies Eliminate Negative Stereotypes?," Papers 3, Boston University - Department of Economics.
  17. Lazear, Edward P & Rosen, Sherwin, 1990. "Male-Female Wage Differentials in Job Ladders," Journal of Labor Economics, University of Chicago Press, vol. 8(1), pages S106-23, January.
  18. Hamermesh, Daniel S., 1999. "LEEping into the future of labor economics: the research potential of linking employer and employee data," Labour Economics, Elsevier, vol. 6(1), pages 25-41, March.
  19. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
  20. Abowd, John M. & Kramarz, Francis, 1999. "The analysis of labor markets using matched employer-employee data," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 40, pages 2629-2710 Elsevier.
  21. Derek A. Neal & William R. Johnson, 1995. "The Role of Pre-Market Factors in Black-White Wage Differences," NBER Working Papers 5124, National Bureau of Economic Research, Inc.
  22. Kimberly Bayard & Judith Hellerstein & David Neumark & Kenneth Troske, 1999. "New Evidence on Sex Segregation and Sex Differences in Wages from Matched Employee-Employer Data," NBER Working Papers 7003, National Bureau of Economic Research, Inc.
  23. Stephen Pudney & Michael Shields, . "Gender, Race, Pay and Promotion in the British Nursing Profession: Estimation of a Generalised Ordered Probit Model," Discussion Papers in Public Sector Economics 97/4, Department of Economics, University of Leicester.
  24. Bernard M. S. van Praag & P. Frijters & Ada Ferrer-i-Carbonell, 2001. "The Anatomy of Subjective Well-Being," Discussion Papers of DIW Berlin 265, DIW Berlin, German Institute for Economic Research.
  25. David N. Laband & Bernard F. Lentz, 1998. "The Effects of sexual harassment on job satisfaction, earnings, and turnover among female lawyers," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 51(4), pages 594-607, July.
  26. Hamermesh, Daniel S., 1999. "The Changing Distribution of Job Satisfaction," IZA Discussion Papers 42, Institute for the Study of Labor (IZA).
  27. Blackaby, David H, et al, 1997. "A Picture of Male and Female Unemployment among Britain's Ethnic Minorities," Scottish Journal of Political Economy, Scottish Economic Society, vol. 44(2), pages 182-97, May.
  28. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259 Elsevier.
  29. Judith K. Hellerstein & David Neumark, 2003. "Ethnicity, Language, and Workplace Segregation: Evidence from a New Matched Employer-Employee Data Set," Annals of Economics and Statistics, GENES, issue 71-72, pages 1-15.
  30. P. Frijters, 1997. "Discrimination and job-uncertainty," Labor and Demography 9706001, EconWPA.
  31. Clark, Andrew, 1993. "Job Satisfaction and Gender. Why are Women so Happy at Work?," Economics Discussion Papers 10015, University of Essex, Department of Economics.
  32. Pudney, Stephen & Shields, Michael A., 1999. "Gender and Racial Discrimination in Pay and Promotion for NHS Nurses," IZA Discussion Papers 85, Institute for the Study of Labor (IZA).
  33. Chiswick, Barry R, 1973. "Racial Discrimination in the Labor Market: A Test of Alternative Hypotheses," Journal of Political Economy, University of Chicago Press, vol. 81(6), pages 1330-52, Nov.-Dec..
  34. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-61, September.
  35. Shields, Michael A & Price, Stephen Wheatley, 2002. "Racial Harassment, Job Satisfaction and Intentions to Quit: Evidence from the British Nursing Profession," Economica, London School of Economics and Political Science, vol. 69(274), pages 295-26, May.
  36. Christian Dustmann & Ian Preston, 2004. "Racial and Economic Factors in Attitudes to Immigration," CReAM Discussion Paper Series 0401, Centre for Research and Analysis of Migration (CReAM), Department of Economics, University College London.
  37. Judith Rich & Peter Riach, 2002. "Field experiments of discrimination in the market place," Natural Field Experiments 00328, The Field Experiments Website.
  38. Freeman, Richard B, 1978. "Job Satisfaction as an Economic Variable," American Economic Review, American Economic Association, vol. 68(2), pages 135-41, May.
  39. Hwang, Hae-shin & Reed, W Robert & Hubbard, Carlton, 1992. "Compensating Wage Differentials and Unobserved Productivity," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 835-58, August.
  40. Stephen Pudney & Nikolaos Theodoropoulos, 2006. "Firm-Specific Gender and Ethnicity Pay Differentials in Britain," University of Cyprus Working Papers in Economics 9-2006, University of Cyprus Department of Economics.
  41. George J. Borjas & Stephen G. Bronars, 1988. "Consumer Discrimination and Self-Employment," NBER Working Papers 2627, National Bureau of Economic Research, Inc.
  42. Blackaby, D. H. & Leslie, D. G. & Murphy, P. D. & O'Leary, N. C., 1998. "The ethnic wage gap and employment differentials in the 1990s: Evidence for Britain," Economics Letters, Elsevier, vol. 58(1), pages 97-103, January.
  43. Michael A. Shields & Stephen Wheatley Price, 2002. "The Determinants of Racial Harassment at the Workplace: Evidence from the British Nursing Profession," British Journal of Industrial Relations, London School of Economics, vol. 40(1), pages 1-21, 03.
  44. Shields, Michael A. & Ward, Melanie, 2001. "Improving nurse retention in the National Health Service in England: the impact of job satisfaction on intentions to quit," Journal of Health Economics, Elsevier, vol. 20(5), pages 677-701, September.
  45. William A. Darity & Patrick L. Mason, 1998. "Evidence on Discrimination in Employment: Codes of Color, Codes of Gender," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 63-90, Spring.
  46. Barry T. Hirsch & David A. Macpherson, 2004. "Wages, Sorting on Skill, and the Racial Composition of Jobs," Journal of Labor Economics, University of Chicago Press, vol. 22(1), pages 189-210, January.
  47. Ward, Melanie E & Sloane, Peter J, 2000. "Non-pecuniary Advantages versus Pecuniary Disadvantages; Job Satisfaction among Male and Female Academics in Scottish Universities," Scottish Journal of Political Economy, Scottish Economic Society, vol. 47(3), pages 273-303, August.
  48. Chaim Fershtman & Uri Gneezy, 2001. "Discrimination in a Segmented Society: An Experimental Approach," The Quarterly Journal of Economics, Oxford University Press, vol. 116(1), pages 351-377.
  49. Carrington, William J & Troske, Kenneth R, 1998. "Interfirm Segregation and the Black/White Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 16(2), pages 231-60, April.
  50. Borjas, George J., 1999. "The economic analysis of immigration," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 28, pages 1697-1760 Elsevier.
  51. Clark, Andrew E. & Oswald, Andrew J., 1994. "Satisfaction and comparison income," CEPREMAP Working Papers (Couverture Orange) 9408, CEPREMAP.
  52. Frijters, Paul, 1999. "Hiring on the Basis of Expected Productivity in a South African Clothing Firm," Oxford Economic Papers, Oxford University Press, vol. 51(2), pages 345-54, April.
  53. George A. Akerlof & Rachel E. Kranton, 2000. "Economics and Identity," The Quarterly Journal of Economics, Oxford University Press, vol. 115(3), pages 715-753.
  54. Blackaby, D. H. & Clark, K. & Leslie, D. G. & Murphy, P. D., 1994. "Black-white male earnings and employment prospects in the 1970s and 1980s evidence for Britain," Economics Letters, Elsevier, vol. 46(3), pages 273-279, November.
  55. Kenneth Arrow, 1971. "The Theory of Discrimination," Working Papers 403, Princeton University, Department of Economics, Industrial Relations Section..
  56. Kevin Lang, 1986. "A Language Theory of Discrimination," The Quarterly Journal of Economics, Oxford University Press, vol. 101(2), pages 363-382.
  57. Michael Kremer, 1993. "The O-Ring Theory of Economic Development," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 551-575.
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