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

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  • Frijters, Paul

    ()
    (University of Queensland)

  • Shields, Michael A.

    ()
    (Monash University)

  • Theodoropoulos, Nikolaos

    ()
    (University of Cyprus)

  • Wheatley Price, Stephen

    ()
    (University of Leicester)

Abstract

In this paper, we directly test Becker’s theory of employee discrimination using matched worker-workplace data from Britain. Based on a structural model with individual and firm heterogeneity, we develop and test two predictions. Firstly, if white employees have a taste for discrimination they should report lower levels of job satisfaction the larger the proportion of ethnic minorities at their workplace. Secondly, white employees’ wages should also increase with the concentration of ethnic minority co-workers. Both hypotheses are strongly supported for white males in our data, after controlling for human capital and job amenity variables, though not 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%. Neither of these effects operate via realised racial prejudice at the workplace or employees’ feelings concerning job security.

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Bibliographic Info

Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 807.

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Length: 45 pages
Date of creation: Jun 2003
Date of revision:
Handle: RePEc:iza:izadps:dp807

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Keywords: employee discrimination; compensating differentials; structural estimation; wages; job satisfaction;

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References

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  1. Andrew Clark, . "Job Satisfaction and Gender. Why are Women so Happy at Work?," Economics Discussion Papers, University of Essex, Department of Economics 415, University of Essex, Department of Economics.
  2. Alison L. Booth & Marco Francesconi & Jeff Frank, 2002. "Temporary Jobs: Stepping Stones or Dead Ends?," LABORatorio R. Revelli Working Papers Series, LABORatorio R. Revelli, Centre for Employment Studies 8, LABORatorio R. Revelli, Centre for Employment Studies.
  3. 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.
  4. Hamermesh, Daniel S., 1999. "LEEping into the future of labor economics: the research potential of linking employer and employee data," Labour Economics, Elsevier, Elsevier, vol. 6(1), pages 25-41, March.
  5. 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, Department of Economics, University of Leicester 97/4, Department of Economics, University of Leicester.
  6. A Rosen, 1992. "An Equilibrium Search-Matching Model of Discrimination," CEP Discussion Papers, Centre for Economic Performance, LSE dp0097, Centre for Economic Performance, LSE.
  7. Judith Hellerstein & David Neumark, 2005. "Workplace Segregation in the United States: Race, Ethnicity, and Skill," NBER Working Papers 11599, National Bureau of Economic Research, Inc.
  8. Dustmann, Christian & Preston, Ian, 1998. "Attitudes to Ethnic Minorities, Ethnic Context and Location Decisions," CEPR Discussion Papers, C.E.P.R. Discussion Papers 1942, C.E.P.R. Discussion Papers.
  9. John Knowles & Nicola Persico & Petra Todd, 1999. "Racial Bias in Motor Vehicle Searches: Theory and Evidence," NBER Working Papers 7449, National Bureau of Economic Research, Inc.
  10. Kremer, Michael, 1993. "The O-Ring Theory of Economic Development," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 108(3), pages 551-75, August.
  11. Chaim Fershtman & Uri Gneezy, 2001. "Discrimination In A Segmented Society: An Experimental Approach," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 116(1), pages 351-377, February.
  12. Clark, Andrew E. & Oswald, Andrew J., 1996. "Satisfaction and comparison income," Journal of Public Economics, Elsevier, Elsevier, vol. 61(3), pages 359-381, September.
  13. Borjas, George J., 1999. "The economic analysis of immigration," Handbook of Labor Economics, Elsevier, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 28, pages 1697-1760 Elsevier.
  14. Chiswick, Barry R, 1973. "Racial Discrimination in the Labor Market: A Test of Alternative Hypotheses," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 81(6), pages 1330-52, Nov.-Dec..
  15. 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.
  16. P. Frijters, 1997. "Discrimination and job-uncertainty," Labor and Demography, EconWPA 9706001, EconWPA.
  17. 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.
  18. Lazear, Edward P & Rosen, Sherwin, 1990. "Male-Female Wage Differentials in Job Ladders," Journal of Labor Economics, University of Chicago Press, University of Chicago Press, vol. 8(1), pages S106-23, January.
  19. Coate, Stephen & Loury, Glenn C, 1993. "Will Affirmative-Action Policies Eliminate Negative Stereotypes?," American Economic Review, American Economic Association, American Economic Association, vol. 83(5), pages 1220-40, December.
  20. 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.
  21. George J. Borjas & Stephen G. Bronars, 1988. "Consumer Discrimination and Self-Employment," NBER Working Papers 2627, National Bureau of Economic Research, Inc.
  22. Shields, Michael A. & Wheatley Price, Stephen, 2000. "Racial Harassment, Job Satisfaction and Intentions to Quit: Evidence from the British Nursing Profession," IZA Discussion Papers 164, Institute for the Study of Labor (IZA).
  23. 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, Scottish Economic Society, vol. 44(2), pages 182-97, May.
  24. Shields, Michael & Ward-Warmedinger, Melanie, 2001. "Improving Nurse Retention in the National Health Service in England: The Impact of Job Satisfaction on Intentions to Quit," CEPR Discussion Papers, C.E.P.R. Discussion Papers 2806, C.E.P.R. Discussion Papers.
  25. Pudney, Stephen & Shields, Michael A, 2000. " Gender and Racial Discrimination in Pay and Promotion for NHS Nurses," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, Department of Economics, University of Oxford, vol. 62(0), pages 801-35, Special I.
  26. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, Elsevier, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259 Elsevier.
  27. Hwang, Hae-shin & Reed, W Robert & Hubbard, Carlton, 1992. "Compensating Wage Differentials and Unobserved Productivity," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 100(4), pages 835-58, August.
  28. Stefan Szymanski, 2000. "A Market Test for Discrimination in the English Professional Soccer Leagues," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 108(3), pages 590-603, June.
  29. Bernard M.S. van Praag & P. Frijters & A. Ferrer-i-Carbonell, 2002. "The Anatomy of Subjective Well-being," Tinbergen Institute Discussion Papers, Tinbergen Institute 02-022/3, Tinbergen Institute.
  30. Michael E. Gordon & Angelo S. Denisi, 1995. "A re-examination of the relationship between union membership and job satisfaction," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 48(2), pages 222-236, January.
  31. Daron Acemoglu & Jorn-Steffen Pischke, 1996. "Why Do Firms Train? Theory and Evidence," NBER Working Papers 5605, National Bureau of Economic Research, Inc.
  32. Daniel S. Hamermesh, 2001. "The Changing Distribution of Job Satisfaction," Journal of Human Resources, University of Wisconsin Press, vol. 36(1), pages 1-30.
  33. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, American Economic Association, vol. 62(4), pages 659-61, September.
  34. Kenneth R Troske & William J Carrington, 1996. "Interfirm Segregation and the Black/White Wage Gap," Working Papers, Center for Economic Studies, U.S. Census Bureau 96-6, Center for Economic Studies, U.S. Census Bureau.
  35. 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, University of Chicago Press, vol. 22(1), pages 189-210, January.
  36. 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, London School of Economics, vol. 40(1), pages 1-21, 03.
  37. Joseph G. Altonji & Charles R. Pierret, 1997. "Employer Learning and Statistical Discrimination," NBER Working Papers 6279, National Bureau of Economic Research, Inc.
  38. P. A. Riach & J. Rich, 2002. "Field Experiments of Discrimination in the Market Place," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 112(483), pages 480-518, November.
  39. Richard B. Freeman, 1977. "Job Satisfaction as an Economic Variable," NBER Working Papers 0225, National Bureau of Economic Research, Inc.
  40. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226041162, 01-2013.
  41. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 104(5), pages 869-95, October.
  42. 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, American Economic Association, vol. 12(2), pages 63-90, Spring.
  43. Abowd, John M. & Kramarz, Francis, 1999. "The analysis of labor markets using matched employer-employee data," Handbook of Labor Economics, Elsevier, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 40, pages 2629-2710 Elsevier.
  44. Kenneth J. Arrow, 1998. "What Has Economics to Say about Racial Discrimination?," Journal of Economic Perspectives, American Economic Association, American Economic Association, vol. 12(2), pages 91-100, Spring.
  45. George A. Akerlof & Rachel E. Kranton, 2000. "Economics And Identity," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 115(3), pages 715-753, August.
  46. Dustmann, Christian & Fabbri, Francesca, 2000. "Language Proficiency and Labour Market Performance of Immigrants in the UK," IZA Discussion Papers 156, Institute for the Study of Labor (IZA).
  47. George J. Borjas, 1979. "Job Satisfaction, Wages, and Unions," Journal of Human Resources, University of Wisconsin Press, vol. 14(1), pages 21-40.
  48. 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, Elsevier, vol. 46(3), pages 273-279, November.
  49. 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, Elsevier, vol. 58(1), pages 97-103, January.
  50. Judith K. Hellerstein & David Neumark, 2002. "Ethnicity, Language, and Workplace Segregation: Evidence from a New Matched Employer-Employee Data Set," NBER Working Papers 9037, National Bureau of Economic Research, Inc.
  51. Richard Breen & Cecilia Garcia-Penalosa, 2002. "Bayesian Learning and Gender Segregation," Journal of Labor Economics, University of Chicago Press, University of Chicago Press, vol. 20(4), pages 899-922, October.
  52. Lang, Kevin, 1986. "A Language Theory of Discrimination," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 101(2), pages 363-82, May.
  53. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, American Economic Association, vol. 12(2), pages 101-116, Spring.
  54. John S. Heywood & W. S. Siebert & Xiangdong Wei, 2002. "Worker sorting and job satisfaction: The case of union and government jobs," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 55(4), pages 595-609, July.
  55. Stephen Pudney & Nikolaos Theodoropoulos, 2006. "Firm-Specific Gender and Ethnicity Pay Differentials in Britain," University of Cyprus Working Papers in Economics, University of Cyprus Department of Economics 9-2006, University of Cyprus Department of Economics.
  56. Stewart, Mark B, 1983. "Racial Discrimination and Occupational Attainment in Britain," Economic Journal, Royal Economic Society, Royal Economic Society, vol. 93(371), pages 521-41, September.
  57. 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, Scottish Economic Society, vol. 47(3), pages 273-303, August.
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Cited by:
  1. Kodama, Naomi & Odaki, Kazuhiko, 2013. "Employee Discrimination against Female Executives," CIS Discussion paper series, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University 611, Center for Intergenerational Studies, Institute of Economic Research, Hitotsubashi University.
  2. Bruno S. Frey & Alois Stutzer, . "Happiness Research: State and Prospects," IEW - Working Papers, Institute for Empirical Research in Economics - University of Zurich 190, Institute for Empirical Research in Economics - University of Zurich.
  3. Frijters, Paul & Shields, Michael A. & Wheatley Price, Stephen, 2004. "To Teach or Not to Teach? Panel Data Evidence on the Quitting Decision," IZA Discussion Papers 1164, Institute for the Study of Labor (IZA).

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