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Bounding Estimates of Wage Discrimination

Author

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  • J.G. Hirschberg
  • D.J. Slottje

Abstract

The Blinder Oaxaca decomposition method for defining discrimination from the wage equations of two groups has had a wide degree of application. However, the implication of this measure can very dramatically depending on the definition of the non-discriminatory wage chosen for comparison. This paper uses a form of extreme bounds analysis to define the limits on the measure of discrimination that can be obtained from these decompositions. A simple application is presented to demonstrate the use of the bootstrap to define the distributions of the discrimination measure.

Suggested Citation

  • J.G. Hirschberg & D.J. Slottje, 2002. "Bounding Estimates of Wage Discrimination," Department of Economics - Working Papers Series 854, The University of Melbourne.
    • Handle: RePEc:mlb:wpaper:854
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    References listed on IDEAS

    as
    1. Jacques Silber & Michal Weber, 1999. "Labour market discrimination: are there significant differences between the various decomposition procedures?," Applied Economics, Taylor & Francis Journals, vol. 31(3), pages 359-365.
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    7. Temple, Jonathan, 2000. "Growth Regressions and What the Textbooks Don't Tell You," Bulletin of Economic Research, Wiley Blackwell, vol. 52(3), pages 181-205, July.
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    10. 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.
    11. Randall K. Filer, 1993. "The Usefulness of Predicted Values for Prior Work Experience in Analyzing Labor Market Outcomes for Women," Journal of Human Resources, University of Wisconsin Press, vol. 28(3), pages 519-537.
    12. 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.
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    Cited by:

    1. Christopher Dougherty, 2005. "Why Are the Returns to Schooling Higher for Women than for Men?," Journal of Human Resources, University of Wisconsin Press, vol. 40(4), pages 969-988.
    2. Alejandra Villacis & Marcos Reis, 2015. "Analisis de la vulnerabilidad laboral y los determinantes del trabajo decente. El caso de Ecuador 2008-2011," Revista de Economía del Rosario, Universidad del Rosario, vol. 18(2), pages 157-185.
    3. Martin Fournier, 2005. "Exploiting information from path dependency in Oaxaca-Blinder decomposition procedures," Applied Economics Letters, Taylor & Francis Journals, vol. 12(11), pages 669-672.

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    Keywords

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    JEL classification:

    • J7 - Labor and Demographic Economics - - Labor Discrimination
    • C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables

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