IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Log in (now much improved!) to save this paper

Testing For Employee Discrimination Using Matched Employer-Employee Data: Theory And Evidence

  • Paul Frijters
  • Michael A. Shields
  • Nikolaos Theodoropoulos
  • Stephen Wheatley Price

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.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.economics.unimelb.edu.au/downloads/wpapers-04/915.pdf
Download Restriction: no

Paper provided by The University of Melbourne in its series Department of Economics - Working Papers Series with number 915.

as
in new window

Length: 47 pages
Date of creation: 2004
Date of revision:
Handle: RePEc:mlb:wpaper:915
Contact details of provider: Postal:
Department of Economics, The University of Melbourne, 4th Floor, FBE Building, Level 4, 111 Barry Street. Victoria, 3010, Australia

Phone: +61 3 8344 5355
Fax: +61 3 8344 6899
Web page: http://fbe.unimelb.edu.au/economics
Email:


More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Alison L. Booth & Marco Francesconi & Jeff Frank, 2002. "Temporary Jobs: Stepping Stones Or Dead Ends?," Economic Journal, Royal Economic Society, vol. 112(480), pages F189-F213, June.
  2. 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.
  3. Hirsch, Barry & Macpherson, David A., 2003. "Wages, Sorting on Skill, and the Racial Composition of Jobs," IZA Discussion Papers 741, Institute for the Study of Labor (IZA).
  4. 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.
  5. Clark, Andrew E., 1997. "Job satisfaction and gender: Why are women so happy at work?," Labour Economics, Elsevier, vol. 4(4), pages 341-372, December.
  6. 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.
  7. 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.
  8. 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.
  9. A Rosen, 1992. "An Equilibrium Search-Matching Model of Discrimination," CEP Discussion Papers dp0097, Centre for Economic Performance, LSE.
  10. George A. Akerlof & Rachel E. Kranton, 2000. "Economics and Identity," The Quarterly Journal of Economics, Oxford University Press, vol. 115(3), pages 715-753.
  11. 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.
  12. John Knowles & Nicola Persico & Petra Todd, . ""Racial Bias in Motor Vehicle Searches: Theory and Evidence''," CARESS Working Papres 99-06, University of Pennsylvania Center for Analytic Research and Economics in the Social Sciences.
  13. David N. Laband & Bernard F. Lentz, 1998. "The Effects of Sexual Harassment on Job Satisfaction, Earnings, and Turnover among Female Lawyers," ILR Review, Cornell University, ILR School, vol. 51(4), pages 594-607, July.
  14. Stephen Pudney & Michael Shields, . "Gender, Race, Pay and Promotion in the British Nursing Profession Estimation of a Generalised Ordered ProbitModel," Discussion Papers in Economics 97/4, Department of Economics, University of Leicester.
  15. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
  16. Clark, Andrew E & Oswald, Andrew J, 1993. "Satisfaction and Comparison Income," Economics Discussion Papers 10018, University of Essex, Department of Economics.
  17. 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.
  18. 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.
  19. Michael Kremer, 1993. "The O-Ring Theory of Economic Development," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 551-575.
  20. 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.
  21. Kenneth R Troske & Kimberly N Bayard & Judith Hellerstein & David Neumark, 1998. "New Evidence On Sex Segregation And Sex Differences In Wages From Matched Employee-Employer Data," Working Papers 98-18, Center for Economic Studies, U.S. Census Bureau.
  22. Daniel S. Hamermesh, 1999. "The Changing Distribution of Job Satisfaction," NBER Working Papers 7332, National Bureau of Economic Research, Inc.
  23. 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.
  24. 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.
  25. 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.
  26. 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.
  27. 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, vol. 62(0), pages 801-35, Special I.
  28. 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.
  29. Coate, S. & Loury, G.C., 1992. "Will Affirmative Action Policies Eliminate Negative Stereotypes?," Papers 3, Boston University - Department of Economics.
  30. Judith Hellerstein & David Neumark, 2006. "Workplace Segregation in the United States: Race, Ethnicity, and Skill," Working Papers 060710, University of California-Irvine, Department of Economics.
  31. Mark B. Stewart, 1982. "Racial Discrimination and Occupational Attainment in Britain," Working Papers 538, Princeton University, Department of Economics, Industrial Relations Section..
  32. 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.
  33. Dustmann, Christian & Preston, Ian, 1998. "Attitudes to Ethnic Minorities, Ethnic Context and Location Decisions," CEPR Discussion Papers 1942, C.E.P.R. Discussion Papers.
  34. 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.
  35. Michael A. Shields & Stephen Wheatley Price, . "Racial Harassment, Job Satisfaction and Intentions to Quit: Evidence from the British Nursing Profession," Discussion Papers in Public Sector Economics 01/2, Department of Economics, University of Leicester.
  36. 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.
  37. 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.
  38. 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.
  39. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-61, September.
  40. 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.
  41. 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.
  42. 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.
  43. 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.
  44. Kenneth Arrow, 1971. "The Theory of Discrimination," Working Papers 403, Princeton University, Department of Economics, Industrial Relations Section..
  45. 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..
  46. 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.
  47. 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.
  48. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, December.
  49. Kevin Lang, 1986. "A Language Theory of Discrimination," The Quarterly Journal of Economics, Oxford University Press, vol. 101(2), pages 363-382.
  50. Judith Rich & Peter Riach, 2002. "Field experiments of discrimination in the market place," Natural Field Experiments 00328, The Field Experiments Website.
  51. Borjas, George J & Bronars, Stephen G, 1989. "Consumer Discrimination and Self-employment," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 581-605, June.
  52. Freeman, Richard B, 1978. "Job Satisfaction as an Economic Variable," American Economic Review, American Economic Association, vol. 68(2), pages 135-41, May.
  53. 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.
  54. P. Frijters, 1997. "Discrimination and job-uncertainty," Labor and Demography 9706001, EconWPA.
  55. 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.
  56. 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.
  57. George J. Borjas, 1979. "Job Satisfaction, Wages, and Unions," Journal of Human Resources, University of Wisconsin Press, vol. 14(1), pages 21-40.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:mlb:wpaper:915. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Katherine Perez)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.