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Using Matched Employer–Employee Data to Study Labor Market Discrimination

In: Handbook on the Economics of Discrimination

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  • Judith K. Hellerstein
  • David Neumark

Abstract

Discrimination's dynamic nature means that no single theory, method, data or study should be relied upon to assess its magnitude, causes, or remedies. Despite some gains in our understanding, these remain active areas of debate among researchers, practitioners and policymakers. The specially commissioned papers in this volume, all by distinguished contributors, present the full range of issues related to this complex and challenging problem.

Suggested Citation

  • Judith K. Hellerstein & David Neumark, 2006. "Using Matched Employer–Employee Data to Study Labor Market Discrimination," Chapters, in: William M. Rodgers III (ed.), Handbook on the Economics of Discrimination, chapter 2, Edward Elgar Publishing.
    • Handle: RePEc:elg:eechap:2634_2
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    References listed on IDEAS

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    1. Kimberly Bayard & Judith Hellerstein & David Neumark & Kenneth Troske, 1999. "Why are Racial and Ethnic Wage Gaps Larger for Men than for Women? Exploring the Role of Segregation," NBER Working Papers 6997, National Bureau of Economic Research, Inc.
    2. Ian Domowitz & R. Glenn Hubbard & Bruce C. Petersen, 1986. "Business Cycles and the Relationship Between Concentration and Price-Cost Margins," RAND Journal of Economics, The RAND Corporation, vol. 17(1), pages 1-17, Spring.
    3. Hellerstein, Judith K & Neumark, David, 1999. "Sex, Wages, and Productivity: An Empirical Analysis of Israeli Firm-Level Data," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(1), pages 95-123, February.
    4. Mincer, Jacob & Polachek, Solomon, 1974. "Family Investment in Human Capital: Earnings of Women," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 76-108, Part II, .
    5. David Neumark & Roy J. Bank & Kyle D. Van Nort, 1996. "Sex Discrimination in Restaurant Hiring: An Audit Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 915-941.
    6. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    7. Becker, Gary S, 1985. "Human Capital, Effort, and the Sexual Division of Labor," Journal of Labor Economics, University of Chicago Press, vol. 3(1), pages 33-58, January.
    8. 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.
    9. Black, Dan A, 1995. "Discrimination in an Equilibrium Search Model," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 309-333, April.
    10. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    11. Andrew D. Foster & Mark R. Rosenzweig, 1996. "Comparative Advantage, Information and the Allocation of Workers to Tasks: Evidence from an Agricultural Labour Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(3), pages 347-374.
    12. James L. Medoff & Katharine G. Abraham, 1980. "Experience, Performance, and Earnings," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 95(4), pages 703-736.
    13. Nabanita Datta Gupta & Donna S. Rothstein, 2005. "The Impact of Worker and Establishment‐level Characteristics on Male–Female Wage Differentials: Evidence from Danish Matched Employee–Employer Data," LABOUR, CEIS, vol. 19(1), pages 1-34, March.
    14. Kimberly Bayard & Judith Hellerstein & David Neumark & Kenneth Troske, 2003. "New Evidence on Sex Segregation and Sex Differences in Wages from Matched Employee-Employer Data," Journal of Labor Economics, University of Chicago Press, vol. 21(4), pages 887-922, October.
    15. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
    16. Marianne A. Ferber & Carole A. Green, 1982. "Traditional or Reverse Sex Discrimination? A Case Study of a Large Public University," ILR Review, Cornell University, ILR School, vol. 35(4), pages 550-564, July.
    17. Kimberly Bayard & Judith Ilellerstein & David Neumark & Kenneth Troske, 1999. "Why Are Racial and Ethnic Wage Gaps Larger for Men than for Women? Exploring the Role of Segregation Using the New Worker-Establishment Characteristics Database," Contributions to Economic Analysis, in: The Creation and Analysis of Employer-Employee Matched Data, pages 175-203, Emerald Group Publishing Limited.
    18. Judith K. Hellerstein & David Neumark, 2007. "Production Function and Wage Equation Estimation with Heterogeneous Labor: Evidence from a New Matched Employer-Employee Data Set," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 31-71, National Bureau of Economic Research, Inc.
    19. Kawaguchi, Daiji, 2007. "A market test for sex discrimination: Evidence from Japanese firm-level panel data," International Journal of Industrial Organization, Elsevier, vol. 25(3), pages 441-460, June.
    20. 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.
    21. Marianne Bertrand & Sendhil Mullainathan, 2004. "Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination," American Economic Review, American Economic Association, vol. 94(4), pages 991-1013, September.
    22. Hellerstein, Judith K & Neumark, David & Troske, Kenneth R, 1999. "Wages, Productivity, and Worker Characteristics: Evidence from Plant-Level Production Functions and Wage Equations," Journal of Labor Economics, University of Chicago Press, vol. 17(3), pages 409-446, July.
    23. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    24. Judith K. Hellerstein & David Neumark & Kenneth R. Troske, 2002. "Market Forces and Sex Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 37(2), pages 353-380.
    25. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    26. Torbjorn Hacgeland & Tor Jakob Klette, 1999. "Do Higher Wages Reflect Higher Productivity? Education, Gender and Experience Premiums in a Matched Plant-Worker Data Set," Contributions to Economic Analysis, in: The Creation and Analysis of Employer-Employee Matched Data, pages 231-259, Emerald Group Publishing Limited.
    27. Kenneth R. Troske, 1998. "The Worker-Establishment Characteristics Database," NBER Chapters, in: Labor Statistics Measurement Issues, pages 371-404, National Bureau of Economic Research, Inc.
    28. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, April.
    29. Judith Fields & Edward N. Wolff, 1995. "Interindustry Wage Differentials and the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 49(1), pages 105-120, October.
    30. repec:adr:anecst:y:2003:i:71-72:p:02 is not listed on IDEAS
    31. John Haltiwanger & Marilyn E. Manser & Robert Topel, 1998. "Labor Statistics Measurement Issues," NBER Books, National Bureau of Economic Research, Inc, number halt98-1.
    32. Macpherson, David A & Hirsch, Barry T, 1995. "Wages and Gender Composition: Why Do Women's Jobs Pay Less?," Journal of Labor Economics, University of Chicago Press, vol. 13(3), pages 426-471, July.
    33. Andrew D. Foster & Mark R. Rosenzweig, 1993. "Information, Learning, and Wage Rates in Low-Income Rural Areas," Journal of Human Resources, University of Wisconsin Press, vol. 28(4), pages 759-790.
    34. Cox, Donald & Nye, John Vincent, 1989. "Male-Female Wage Discrimination in Nineteenth-Century France," The Journal of Economic History, Cambridge University Press, vol. 49(4), pages 903-920, December.
    35. 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, vol. 104(5), pages 869-895, October.
    36. Light, Audrey & Ureta, Manuelita, 1995. "Early-Career Work Experience and Gender Wage Differentials," Journal of Labor Economics, University of Chicago Press, vol. 13(1), pages 121-154, January.
    37. Michael Fix & Raymond Struyk, 1993. "Clear and convincing evidence: Measurement of discrimination in america," Natural Field Experiments 00241, The Field Experiments Website.
    38. 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.
    39. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    40. Robert H Mcguckin & George A Pascoe, 1988. "The Longitudinal Research Database (LRD): Status And Research Possibilities," Working Papers 88-2, Center for Economic Studies, U.S. Census Bureau.
    41. Shulamit B. Kahn, 1995. "Women in the Economics Profession," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 193-206, Fall.
    42. repec:rus:hseeco:9982 is not listed on IDEAS
    43. 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.
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    Cited by:

    1. BROSIUS Jacques & RAY Jean-Claude & VERHEYDEN Bertrand & WILLIAMS Donald R., 2014. "Wage differentials between natives and cross-border workers within and across establishments," LISER Working Paper Series 2014-04, Luxembourg Institute of Socio-Economic Research (LISER).
    2. Azmat, Ghazala & Petrongolo, Barbara, 2014. "Gender and the labor market: What have we learned from field and lab experiments?," Labour Economics, Elsevier, vol. 30(C), pages 32-40.
    3. David Neumark, 2012. "Detecting Discrimination in Audit and Correspondence Studies," Journal of Human Resources, University of Wisconsin Press, vol. 47(4), pages 1128-1157.
    4. Kumar, Krishna B. & Mahmud, Minhaj & Nataraj, Shanthi & Cho, Yoon Y., 2019. "Employer and Employee Preferences for Worker Benefits: Evidence from a Matched Survey on the Bangladesh Informal Sector," IZA Discussion Papers 12064, Institute of Labor Economics (IZA).
    5. Judith K. Hellerstein & Melissa Mcinerney & David Neumark, 2010. "Spatial Mismatch, Immigrant Networks, and Hispanic Employment in the United States," Annals of Economics and Statistics, GENES, issue 99-100, pages 141-167.
    6. Mohamed Jellal & Christophe Nordman & Francois-Charles Wolff, 2008. "Evidence on the glass ceiling effect in France using matched worker-firm data," Applied Economics, Taylor & Francis Journals, vol. 40(24), pages 3233-3250.
    7. Yahmed, Sarra Ben, 2017. "Gender wage discrimination and trade openness. Prejudiced employers in an open industry," ZEW Discussion Papers 17-047, ZEW - Leibniz Centre for European Economic Research.
    8. Carolina Castagnetti & Luisa Rosti, 2012. "Unfair tournaments: gender stereotyping and wage discrimination among Italian graduates," DEM Working Papers Series 010, University of Pavia, Department of Economics and Management.
    9. repec:dau:papers:123456789/4377 is not listed on IDEAS
    10. Ederington, Josh & Sandford, Jeremy, 2016. "Employer discrimination and market structure: Does more concentration mean more discrimination?," International Journal of Industrial Organization, Elsevier, vol. 48(C), pages 1-33.
    11. Tony Fang & John S. Heywood, 2010. "Immigration, Ethnic Wage Differentials and Output Pay in Canada," British Journal of Industrial Relations, London School of Economics, vol. 48(1), pages 109-130, March.
    12. 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.
    13. Merkuryeva, Irina S. & Paramonova, Elena N. & Bitina, Julia M. & Gilchenok, Veronika L., 2006. "Economic analysis based on matched employer-employee data: Methodology of data collection and research," Working Papers 805, Graduate School of Management, St. Petersburg State University.
    14. Mary Hallward-Driemeier & Bob Rijkers & Andrew Waxman, 2017. "Can Minimum Wages Close the Gender Wage Gap?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(2), pages 310-334, June.

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    Keywords

    Business and Management; Economics and Finance; Social Policy and Sociology;
    All these keywords.

    JEL classification:

    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

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