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How Wide Is the Gap? An Investigation of Gender Wage Differences Using Quantile Regression

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Author Info
Jaume Garcia ()
Pedro J. Hernández
Ángel López Nicolás

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Abstract

In this paper we examine the determinants of wages and decompose the observed differences across genders into the "explained by different characteristics" and "explained by different returns components" using a sample of Spanish workers. Apart from the conditional expectation of wages, we estimate the conditional quantile functions for men and women and find that both the absolute wage gap and the part attributed to different returns at each of the quantiles, far from being well represented by their counterparts at the mean, are greater as we move up in the wage range.

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Paper provided by Department of Economics and Business, Universitat Pompeu Fabra in its series Economics Working Papers with number 287.

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Date of creation: May 1998
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Handle: RePEc:upf:upfgen:287

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Web page: http://www.econ.upf.edu/

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Related research
Keywords: Gender wage gap; quantile regression; education;

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Find related papers by JEL classification:
C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Semiparametric and Nonparametric Methods
J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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  1. Wright, Robert E & Ermisch, John F, 1991. "Gender Discrimination in the British Labour Market: A Reassessment," Economic Journal, Royal Economic Society, vol. 101(406), pages 508-22, May. [Downloadable!] (restricted)
    Other versions:
  2. Amemiya, Takeshi, 1982. "Two Stage Least Absolute Deviations Estimators," Econometrica, Econometric Society, vol. 50(3), pages 689-711, May. [Downloadable!] (restricted)
  3. Ronald Oaxaca, . "Male-Female Wage Differentials in Urban Labor Markets," Working Papers 396, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
    Other versions:
  4. repec:fth:prinin:331 is not listed on IDEAS
  5. Angrist, Joshua D & Krueger, Alan B, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, MIT Press, vol. 106(4), pages 979-1014, November. [Downloadable!] (restricted)
    Other versions:
  6. Colm Harmon & Ian Walker, 1996. "The marginal and average returns to schooling," IFS Working Papers W96/11, Institute for Fiscal Studies.
    Other versions:
  7. Barbezat, Debra A & Hughes, James W, 1990. "Sex Discrimination in Labor Markets: The Role of Statistical Evidence: Comment," American Economic Review, American Economic Association, vol. 80(1), pages 277-86, March. [Downloadable!] (restricted)
  8. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January. [Downloadable!] (restricted)
  9. Susan Harkness, 1996. "The gender earnings gap: evidence from the UK," Fiscal Studies, Institute for Fiscal Studies, vol. 17(2), pages 1-36, May. [Downloadable!]
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    Other versions:
  12. Harmon, Colm & Walker, Ian, 1995. "Estimates of the Economic Return to Schooling for the United Kingdom," American Economic Review, American Economic Association, vol. 85(5), pages 1278-86, December. [Downloadable!] (restricted)
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  14. Blau, Francine D & Kahn, Lawrence M, 1992. "The Gender Earnings Gap: Learning from International Comparisons," American Economic Review, American Economic Association, vol. 82(2), pages 533-38, May. [Downloadable!] (restricted)
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  16. 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.).
  17. David Card, 1994. "Earnings, Schooling, and Ability Revisited," NBER Working Papers 4832, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  18. Alba-Ramirez, Alfonso & San Segundo, Maria Jesus, 1995. "The returns to education in Spain," Economics of Education Review, Elsevier, vol. 14(2), pages 155-166, June. [Downloadable!] (restricted)
  19. Kevin F. Hallock & Wallace Hendricks & Emer Broadbent, 1998. "Discrimination by Gender and Disability Status: Do Worker Perceptions Match Statistical Measures?," Southern Economic Journal, Southern Economic Association, vol. 65(2), pages 245-263, October.
  20. Sara de la Rica & Arantza Ugidos, 1995. "¿Son las diferencias en capital humano determinantes en las diferencias salariales observadas entre hombres y mujeres?," Investigaciones Economicas, Fundación SEPI, vol. 19(3), pages 395-414, September. [Downloadable!]
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  22. Even, William E, 1990. "Sex Discrimination in Labor Markets: The Role of Statistical Evidence: Comment," American Economic Review, American Economic Association, vol. 80(1), pages 287-89, March. [Downloadable!] (restricted)
  23. David Card, 1993. "Using Geographic Variation in College Proximity to Estimate the Return to Schooling," Working Papers 696, Princeton University, Department of Economics, Industrial Relations Section.. [Downloadable!]
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  24. Kuhn, Peter J, 1990. "Sex Discrimination in Labor Markets: The Role of Statistical Evidence: Reply," American Economic Review, American Economic Association, vol. 80(1), pages 290-97, March. [Downloadable!] (restricted)
  25. Butcher, Kristin F & Case, Anne, 1994. "The Effect of Sibling Sex Composition on Women's Education and Earnings," The Quarterly Journal of Economics, MIT Press, vol. 109(3), pages 531-63, August. [Downloadable!] (restricted)
  26. Smith, Richard J & Blundell, Richard W, 1986. "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, Econometric Society, vol. 54(3), pages 679-85, May. [Downloadable!] (restricted)
  27. 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 410-42, June. [Downloadable!] (restricted)
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