IDEAS home Printed from https://ideas.repec.org/p/cen/wpaper/12-23.html
   My bibliography  Save this paper

Testing for Wage Discrimination in U.S. Manufacturing

Author

Listed:
  • Joyce Burnette

Abstract

In spite of the large literature on labor market discrimination, the quantity of solid evidence on discrimination is relatively limited. This is because evidence of discrimination is difficult to obtain. Two individuals may be treated equally, but this does not prove discrimination unless we can show that the differences in treatment were not justified by differences in productivity. The method most commonly used to identify wage discrimination, the Oaxaca decomposition, is flawed because any omitted variables that are correlated with gender will contribute to the unexplained portion of the wage gap, leading to an over- or under-estimation of wage discrimination. Audit studies provide more direct evidence of differential treatment, but are costly to carry out. Only a small number of studies attempt to measure worker productivity to see if wage differences are justified. This may be because the data needed to measure productivity are difficult to obtain. This paper tests for wage discrimination by gender and race by estimating relative productivity from 2002 Census of Manufacturing data linked to demographic information on workers from Longitudinal Employer-Household Dynamics (LEHD) files. Comparing the estimated productivity ratios to the observed wage ratios, I conclude that females and blacks face wage discrimination in US manufacturing.

Suggested Citation

  • Joyce Burnette, 2012. "Testing for Wage Discrimination in U.S. Manufacturing," Working Papers 12-23, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:12-23
    as

    Download full text from publisher

    File URL: https://www2.census.gov/ces/wp/2012/CES-WP-12-23.pdf
    File Function: First version, 2012
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jonathan S. Leonard, 1984. "Antidiscrimination or Reverse Discrimination: The Impact of Changing Demographics, Title VII, and Affirmative Action on Productivity," Journal of Human Resources, University of Wisconsin Press, vol. 19(2), pages 145-174.
    2. 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.
    3. Michael Fix & Raymond Struyk, 1993. "Clear and convincing evidence: Measurement of discrimination in america," Natural Field Experiments 00241, The Field Experiments Website.
    4. Georgie D. M. Hyde, 1988. "The Role of Women," Palgrave Macmillan Books, in: South Korea, chapter 6, pages 100-113, Palgrave Macmillan.
    5. Bergmann, Barbara R, 1971. "The Effect on White Incomes of Discrimination in Employment," Journal of Political Economy, University of Chicago Press, vol. 79(2), pages 294-313, March-Apr.
    6. 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.
    7. 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.
    8. Goldin, Claudia, 1992. "Understanding the Gender Gap: An Economic History of American Women," OUP Catalogue, Oxford University Press, number 9780195072709.
    9. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, December.
    10. Claudia Goldin & Cecilia Rouse, 1997. "Orchestrating Impartiality: The Impact of 'Blind' Auditions on Female Musicians," Working Papers 755, Princeton University, Department of Economics, Industrial Relations Section..
    11. Judith K. Hellerstein & David Neumark, 1995. "Are Earnings Profiles Steeper Than Productivity Profiles? Evidence from Israeli Firm-Level Data," Journal of Human Resources, University of Wisconsin Press, vol. 30(1), pages 89-112.
    12. Seltzer, Andrew J., 2011. "Female salaries and careers in British banking, 1915–41," Explorations in Economic History, Elsevier, vol. 48(4), pages 461-477.
    13. Fryer Jr., Roland G., 2011. "Racial Inequality in the 21st Century: The Declining Significance of Discrimination," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 10, pages 855-971, Elsevier.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. Owen, Laura J., 2001. "Gender Differences in Labor Turnover and the Development of Internal Labor Markets in the United States during the 1920s," Enterprise & Society, Cambridge University Press, vol. 2(1), pages 41-71, March.
    19. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    20. 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.
    21. 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.
    22. 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.
    23. Kristen Keith & Abagail McWilliams, 1995. "The Wage Effects of Cumulative Job Mobility," ILR Review, Cornell University, ILR School, vol. 49(1), pages 121-137, October.
    24. Barbara R. Bergmann, 1974. "Occupational Segregation, Wages and Profits When Employers Discriminate by Race or Sex," Eastern Economic Journal, Eastern Economic Association, vol. 1(2), pages 103-110, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Kristen Roche, 2017. "Millennials and the Gender Wage Gap in the U.S.: A Cross-Cohort Comparison of Young Workers Born in the 1960s and the 1980s," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 45(3), pages 333-350, September.

    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 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.
    2. Joyce Burnette, 2011. "The Emergence of Wage Discrimination in U.S. Manufacturing," Working Papers 11-18, Center for Economic Studies, U.S. Census Bureau.
    3. repec:eee:labchp:v:3:y:1999:i:pc:p:3143-3259 is not listed on IDEAS
    4. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    5. David Neumark, 2018. "Experimental Research on Labor Market Discrimination," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 799-866, September.
    6. Francine D. Blau & Lawrence M. Kahn, 2000. "Gender Differences in Pay," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 75-99, Fall.
    7. Olivier Baguelin, 2005. "Understanding socio-demographic disparities in the labor market: the case for a motivation-based theory," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00196132, HAL.
    8. David Neumark & Harry Holzer, 2000. "Assessing Affirmative Action," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 483-568, September.
    9. 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.
    10. Booth, Alison L., 2009. "Gender and competition," Labour Economics, Elsevier, vol. 16(6), pages 599-606, December.
    11. 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.
    12. Claire Dupin Beyssat & Diana Seave Greenwald & Kim Oosterlinck, 2023. "Measuring nepotism and sexism in artistic recognition: the awarding of medals at the Paris Salon, 1850–1880," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 47(3), pages 407-436, September.
    13. 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.
    14. Carlsson, Magnus & Fumarco, Luca & Rooth, Dan-Olof, 2013. "Artifactual Evidence of Discrimination in Correspondence Studies? A Replication of the Neumark Method," IZA Discussion Papers 7619, Institute of Labor Economics (IZA).
    15. Gagnon, Nickolas & Bosmans, Kristof & Riedl, Arno, 2020. "The Effect of Unfair Chances and Gender Discrimination on Labor Supply," Research Memorandum 005, Maastricht University, Graduate School of Business and Economics (GSBE).
    16. Morley Gunderson, 2006. "Viewpoint: Male‐female wage differentials: how can that be?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 39(1), pages 1-21, February.
    17. Reimer, David & Schröder, Jette, 2006. "Tracing the gender wage gap: Income differences between male and female university graduates in Germany," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 39(2), pages 235-253.
    18. 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.
    19. 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.
    20. Beaurain, Guillaume & Masclet, David, 2016. "Does affirmative action reduce gender discrimination and enhance efficiency? New experimental evidence," European Economic Review, Elsevier, vol. 90(C), pages 350-362.
    21. Tate, Geoffrey & Yang, Liu, 2015. "Female leadership and gender equity: Evidence from plant closure," Journal of Financial Economics, Elsevier, vol. 117(1), pages 77-97.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:cen:wpaper:12-23. See general information about how to correct material in RePEc.

    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: Dawn Anderson (email available below). General contact details of provider: https://edirc.repec.org/data/cesgvus.html .

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

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.