IDEAS home Printed from https://ideas.repec.org/p/ppi/ppicwp/2004.05.html
   My bibliography  Save this paper

Workplace Segregation in the United States: Race, Ethnicity, and Skill

Author

Listed:
  • Judith Hellerstein
  • David Neumark

Abstract

We study workplace segregation in the United States using a unique matched employer-employee dataset that we have created. We first present measures of workplace segregation by race and ethnicity, using simulation methods to measure segregation beyond what would occur randomly as workers are distributed across establishments. We then assess the role of skill differentials in generating workplace segregation, as skilled workers may be more complementary with other skilled workers than with unskilled workers, and skill is often correlated with race and ethnicity. Specifically, we measure the extent of segregation by education level and quality as well as by language ability, providing informative contrasts with measures of segregation by race and ethnicity. Finally, we attempt to distinguish between segregation by skill based on general crowding of the unskilled into a narrow set of jobs versus segregation based on common language for reasons such as complementarity among workers speaking the same language. Our results consistently indicate that workplace segregation by race and ethnicity is driven in large part by skill differences across workers.

Suggested Citation

  • 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.
    • Handle: RePEc:ppi:ppicwp:2004.05
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Other versions of this item:

    References listed on IDEAS

    as
    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. William J. Carrington & Kenneth R. Troske, 1998. "Sex Segregation in U.S. Manufacturing," ILR Review, Cornell University, ILR School, vol. 51(3), pages 445-464, April.
    3. 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.
    4. David M. Cutler & Edward L. Glaeser & Jacob L. Vigdor, 1999. "The Rise and Decline of the American Ghetto," Journal of Political Economy, University of Chicago Press, vol. 107(3), pages 455-506, June.
    5. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
    6. Kremer, M & Maskin, E, 1996. "Wage Inequality and Segregation by Skill," Working papers 96-23, Massachusetts Institute of Technology (MIT), Department of Economics.
    7. Federico Echenique & Roland G. Fryer Jr., 2005. "On the Measurement of Segregation," Labor and Demography 0503006, University Library of Munich, Germany.
    8. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005. "Trends in U. S. Wage Inequality: Re-Assessing the Revisionists," Harvard Institute of Economic Research Working Papers 2095, Harvard - Institute of Economic Research.
    9. Boisso, Dale & Hayes, Kathy & Hirschberg, Joseph & Silber, Jacques, 1994. "Occupational segregation in the multidimensional case : Decomposition and tests of significance," Journal of Econometrics, Elsevier, vol. 61(1), pages 161-171, March.
    10. 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.
    11. William J. Carrington & Kristin McCue & Brooks Pierce, 2000. "Using Establishment Size to Measure the Impact of Title VII and Affirmative Action," Journal of Human Resources, University of Wisconsin Press, vol. 35(3), pages 503-523.
    12. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, November.
    13. Ihlanfeldt, Keith R & Sjoquist, David L, 1990. "Job Accessibility and Racial Differences in Youth Employment Rates," American Economic Review, American Economic Association, vol. 80(1), pages 267-276, March.
    14. Roland G. Fryer & Steven D. Levitt, 2004. "The Causes and Consequences of Distinctively Black Names," The Quarterly Journal of Economics, Oxford University Press, vol. 119(3), pages 767-805.
    15. 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.
    16. repec:adr:anecst:y:2003:i:71-72:p:02 is not listed on IDEAS
    17. Donohue, John J, III & Heckman, James, 1991. "Continuous versus Episodic Change: The Impact of Civil Rights Policy on the Economic Status of Blacks," Journal of Economic Literature, American Economic Association, vol. 29(4), pages 1603-1643, December.
    18. O'Neill, June, 1990. "The Role of Human Capital in Earnings Differences between Black and White Men," Journal of Economic Perspectives, American Economic Association, vol. 4(4), pages 25-45, Fall.
    19. Kimberly Bayard & Judith Hellerstein & David Neumark & Kenneth R. 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," Labor and Demography 9902002, University Library of Munich, Germany.
    20. Harry J. Holzer, 1998. "Why Do Small Establishments Hire Fewer Blacks Than Large Ones?," Journal of Human Resources, University of Wisconsin Press, vol. 33(4), pages 896-914.
    21. Gilles Saint-Paul, 2001. "On the Distribution of Income and Worker Assignment under Intrafirm Spillovers, with an Application to Ideas and Networks," Journal of Political Economy, University of Chicago Press, vol. 109(1), pages 1-37, February.
    22. Carrington, William J & Troske, Kenneth R, 1997. "On Measuring Segregation in Samples with Small Units," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(4), pages 402-409, October.
    23. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    24. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    25. Silber, Jacques, 1992. "Occupational Segregation Indices in the Multidimensional Case: A Note," The Economic Record, The Economic Society of Australia, vol. 68(202), pages 276-277, September.
    26. Higgs, Robert, 1977. "Firm-Specific Evidence on Racial Wage Differentials and Workforce Segregation," American Economic Review, American Economic Association, vol. 67(2), pages 236-245, March.
    27. Welch, Finis, 1990. "The Employment of Black Men," Journal of Labor Economics, University of Chicago Press, vol. 8(1), pages 26-74, January.
    28. Lucia Foster & John C. Haltiwanger & C. J. Krizan, 2001. "Aggregate Productivity Growth: Lessons from Microeconomic Evidence," NBER Chapters, in: New Developments in Productivity Analysis, pages 303-372, National Bureau of Economic Research, Inc.
    29. 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.
    30. Brown, Charles & Medoff, James, 1989. "The Employer Size-Wage Effect," Journal of Political Economy, University of Chicago Press, vol. 97(5), pages 1027-1059, October.
    31. 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.
    32. repec:eee:labchp:v:1:y:1986:i:c:p:693-785 is not listed on IDEAS
    33. Antonio Cabrales & Antoni Calvó, 2002. "Social preferences and skill segregation," Economics Working Papers 629, Department of Economics and Business, Universitat Pompeu Fabra.
    34. Michael Kremer & Eric Maskin, 1996. "Wage Inequality and Segregation," Harvard Institute of Economic Research Working Papers 1777, Harvard - Institute of Economic Research.
    35. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Judith Hellerstein & David Neumark & Melissa McInerney, 2008. "Changes in Workplace Segregation in the United States between 1990 and 2000: Evidence from Matched Employer-Employee Data," NBER Chapters, in: The Analysis of Firms and Employees: Quantitative and Qualitative Approaches, pages 163-195, National Bureau of Economic Research, Inc.
    2. 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.
    3. John J. Donohue III, 2005. "The Law and Economics of Antidiscrimination Law," NBER Working Papers 11631, National Bureau of Economic Research, Inc.
    4. William J. Collins & Michael Q. Moody, 2017. "Racial Differences in American Women's Labor Market Outcomes: A Long-Run View," NBER Working Papers 23397, National Bureau of Economic Research, Inc.
    5. Frijters, Paul & Shields, Michael A. & Theodoropoulos, Nikolaos & Wheatley Price, Stephen, 2003. "Testing for Employee Discrimination Using Matched Employer-Employee Data: Theory and Evidence," IZA Discussion Papers 807, Institute of Labor Economics (IZA).
    6. Celeste K. Carruthers & Marianne H. Wanamaker, 2017. "Separate and Unequal in the Labor Market: Human Capital and the Jim Crow Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 35(3), pages 655-696.
    7. Hübler, Olaf, 2003. "Geschlechtsspezifische Lohnunterschiede (Gender-specific wage differentials)," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 36(4), pages 539-559.
    8. Harry J. Holzer & Keith R. Ihlanfeldt, 1996. "Spatial factors and the employment of blacks at the firm level," New England Economic Review, Federal Reserve Bank of Boston, issue May, pages 65-86.
    9. 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.
    10. Hübler, Olaf, 2003. "Geschlechtsspezifische Lohnunterschiede (Gender-specific wage differentials)," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 36(4), pages 539-559.
    11. Xavier D'Haultfœuille & Roland Rathelot, 2017. "Measuring segregation on small units: A partial identification analysis," Quantitative Economics, Econometric Society, vol. 8(1), pages 39-73, March.
    12. Roland G. Fryer, Jr. & Devah Pager & Jörg L. Spenkuch, 2013. "Racial Disparities in Job Finding and Offered Wages," Journal of Law and Economics, University of Chicago Press, vol. 56(3), pages 633-689.
    13. Patrick Bayer & Kerwin Kofi Charles, 2016. "Divergent Paths: Structural Change, Economic Rank, and the Evolution of Black-White Earnings Differences, 1940-2014," NBER Working Papers 22797, National Bureau of Economic Research, Inc.
    14. David Neumark & Harry Holzer, 2000. "Assessing Affirmative Action," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 483-568, September.
    15. Chowdhury, Shyamal & Ooi, Evarn & Slonim, Robert, 2020. "Racial Discrimination and White First Name Adoption: Evidence from a Correspondence Study in the Australian Labour Market," IZA Discussion Papers 13208, Institute of Labor Economics (IZA).
    16. Stephen L. Ross, 2003. "What Is Known about Testing for Discrimination: Lessons Learned by Comparing across Different Markets," Working papers 2003-21, University of Connecticut, Department of Economics, revised Nov 2003.
    17. Ross Levine & Alexey Levkov & Yona Rubinstein, 2008. "Racial Discrimination and Competition," NBER Working Papers 14273, National Bureau of Economic Research, Inc.
    18. Paul Frijters, 2003. "Testing for Employee Discrimination using Matched Employer-Employee Data: Theory and Evidence," Paul Frijters Discussion Papers 2003-1, School of Economics and Finance, Queensland University of Technology.
    19. repec:eee:labchp:v:3:y:1999:i:pc:p:3143-3259 is not listed on IDEAS
    20. Lex Borghans & Bas Ter Weel & Bruce A. Weinberg, 2014. "People Skills and the Labor-Market Outcomes of Underrepresented Groups," ILR Review, Cornell University, ILR School, vol. 67(2), pages 287-334, April.
    21. Romain Aeberhardt & Julien Pouget, 2007. "National Origin Wage Differentials in France. Evidence from Matched Employer-Employee Data"," Working Papers 2007-15, Center for Research in Economics and Statistics.

    More about this item

    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
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ppi:ppicwp:2004.05. 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: . General contact details of provider: https://edirc.repec.org/data/ppiccus.html .

    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 CitEc recognized a bibliographic reference but did not link an item in RePEc 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 RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (email available below). General contact details of provider: https://edirc.repec.org/data/ppiccus.html .

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

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.