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

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Judith Hellerstein
David Neumark

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Abstract

We study workplace segregation in the United States using a unique matched employer-employee data set that we have created. We present measures of workplace segregation by education and language%u2013as skilled workers may be more complementary with other skilled workers than with unskilled workers%u2013and by race and ethnicity, using simulation methods to measure segregation beyond what would occur randomly as workers are distributed across establishments. We also assess the role of education- and language-related skill differentials in generating workplace segregation by race and ethnicity, as skill is often correlated with race and ethnicity. Finally, we attempt to distinguish between segregation by skill based on general crowding of unskilled poor English speakers into a narrow set of jobs, and segregation based on common language for reasons such as complementarity among workers speaking the same language. Our results indicate that there is considerable segregation by education and language in the workplace. Racial segregation in the workplace is of the same order of magnitude as education segregation, and segregation between Hispanics and whites is larger yet. Only a tiny portion of racial segregation in the workplace is driven by education differences between blacks and whites, but a substantial fraction of ethnic segregation in the workplace can be attributed to differences in language proficiency.

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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 11599.

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Date of creation: Sep 2005
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Handle: RePEc:nbr:nberwo:11599

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  7. 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. [Downloadable!] (restricted)
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  12. 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. [Downloadable!]
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  13. 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. [Downloadable!] (restricted)
  14. 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, EconWPA. [Downloadable!]
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  21. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005. "Trends in U.S. Wage Inequality: Re-Assessing the Revisionists," NBER Working Papers 11627, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  22. Darity, William A, Jr & Mason, Patrick L, 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. [Downloadable!] (restricted)
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  25. 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. [Downloadable!]
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  26. 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 402-09, October.
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  30. 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. [Downloadable!] (restricted)
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Full references

Cited by:
(explanations, 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.)

  1. Åslund, Olof & Nordström Skans, Oskar, 2007. "How to Measure Segregation Conditional on the Distribution of Covariates," Working Paper Series 2007:27, Uppsala University, Department of Economics. [Downloadable!]
    Other versions:
  2. Rebecca Allen & Simon Burgess & Frank Windmeijer, 2009. "More Reliable Inference for Segregation Indices," The Centre for Market and Public Organisation 09/216, Department of Economics, University of Bristol, UK. [Downloadable!]
  3. Åslund, Olof & Nordström Skans, Oskar, 2005. "Will I see you at work? Ethnic workplace segregation in Sweden 1985–2002," Working Paper Series 2005:24, IFAU - Institute for Labour Market Policy Evaluation. [Downloadable!]
  4. Hipólito Simón & Esteban Sanromá & Raúl Ramos, 2008. "Labour segregation and immigrant and native-born wage distributions in Spain: an analysis using matched employer–employee data," Spanish Economic Review, Springer, vol. 10(2), pages 135-168, June. [Downloadable!] (restricted)
  5. Judith Hellerstein & David Neumark & Melissa McInerney, 2007. "Changes in Workplace Segregation in the United States between 1990 and 2000: Evidence from Matched Employer-Employee Data," NBER Working Papers 13080, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  6. Paul Frijters & Michael A. Shields & Stephen Wheatley Price & Nikolaos Theodoropoulos, 2006. "Testing for Employee Discrimination in Britain using Matched Employer-Employee Data," University of Cyprus Working Papers in Economics 8-2006, University of Cyprus Department of Economics. [Downloadable!]
  7. Paul Frijters & Michael A. Shields & Nikolaos Theodoropoulos & Stephen Wheatley Price, 2004. "Testing For Employee Discrimination Using Matched Employer-Employee Data: Theory And Evidence," Department of Economics - Working Papers Series 915, The University of Melbourne. [Downloadable!]
    Other versions:
  8. Judith K. Hellerstein & Melissa McInerney & David Neumark, 2009. "Spatial Mismatch, Immigrant Networks, and Hispanic Employment in the United States," NBER Working Papers 15398, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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