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Bounding Estimates of Wage Discrimination

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Author Info
J.G. Hirschberg
D.J. Slottje

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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.

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File URL: http://www.economics.unimelb.edu.au/SITE/research/workingpapers/wp02/854.pdf
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Paper provided by The University of Melbourne in its series Department of Economics - Working Papers Series with number 854.

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Length: 25 pages
Date of creation: 2002
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Handle: RePEc:mlb:wpaper:854

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Related research
Keywords: Extreme Bounds Analysis Discrimination Bootstrap

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Find related papers by JEL classification:
J7 - Labor and Demographic Economics - - Labor Discrimination
C2 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables

References listed on IDEAS
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. Borland, Jeff & Hirschberg, Joe & Lye, Jenny, 1998. "Earnings of Public Sector and Private Sector Employees in Australia: Is There a Difference?," The Economic Record, The Economic Society of Australia, vol. 74(224), pages 36-53, March.
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  2. Ronald Oaxaca, . "Male-Female Wage Differentials in Urban Labor Markets," Working Papers 396, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
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  3. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-43, May. [Downloadable!] (restricted)
  4. Leamer, Edward E, 1983. "Let's Take the Con Out of Econometrics," American Economic Review, American Economic Association, vol. 73(1), pages 31-43, March. [Downloadable!] (restricted)
  5. Temple, Jonathan, 2000. "Growth Regressions and What the Textbooks Don't Tell You," Bulletin of Economic Research, Blackwell Publishing, vol. 52(3), pages 181-205, July.
  6. Silber, Jacques & Weber, Michael, 1999. "Labour Market Discrimination: Are there Significant Differences between the Various Decomposition Procedures?," Applied Economics, Taylor and Francis Journals, vol. 31(3), pages 359-365, March. [Downloadable!] (restricted)
  7. Reimers, Cordelia W, 1983. "Labor Market Discrimination against Hispanic and Black Men," The Review of Economics and Statistics, MIT Press, vol. 65(4), pages 570-79, November. [Downloadable!] (restricted)
  8. McAleer, Michael & Pagan, Adrian, 1985. "What Will Take the Con Out of Econometrics?," CEPR Discussion Papers 39, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  9. Levine, Ross & Renelt, David, 1992. "A Sensitivity Analysis of Cross-Country Growth Regressions," American Economic Review, American Economic Association, vol. 82(4), pages 942-63, September. [Downloadable!] (restricted)
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  10. David Neumark, 1987. "Employers' discriminatory behavior and the estimation of wage discrimination," Special Studies Papers 227, Board of Governors of the Federal Reserve System (U.S.).
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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. Martin Fournier, 2005. "Exploiting information from path dependency in Oaxaca--Blinder decomposition procedures," Applied Economics Letters, Taylor and Francis Journals, vol. 12(11), pages 669-672, September. [Downloadable!] (restricted)
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