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Parametric vs. semi-parametric estimation of the male-female wage gap: An application to France

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Author Info
Robert Breunig ()
Sandrine Rospabe

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Abstract

We use a semi-parametric method to decompose the difference in male and female wage densities into two parts–one explained by characteristics and one which is attributable to differences in returns to characteristics. We learn substantially more about the gender wage gap in France through this analysis that we do through parametric techniques which we also employ for comparative purposes. In particular, we find that there are no unexplained differences in male and female earnings distributions in the bottom fifth of the data. Occupation and part-time status are the most important determinants of the wage gap for all workers. In the semi-parametric estimates we find that education plays no role in the wage gap once we account for occupation and part-time status

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Paper provided by Australian National University, College of Business and Economics, School of Economics in its series ANUCBE School of Economics Working Papers with number 2005-458.

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Length: 42 pages
Date of creation: Nov 2005
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Handle: RePEc:acb:cbeeco:2005-458

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Find related papers by JEL classification:
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
J7 - Labor and Demographic Economics - - Labor Discrimination

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  1. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January. [Downloadable!]
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  2. 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)
  3. Robert Barsky & John Bound & Kerwin Charles & Joseph Lupton, 2001. "Accounting for the Black-White Wealth Gap: A Nonparametric Approach," NBER Working Papers 8466, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  4. 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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  5. Booth, Alison L. & Francesconi, Marco & Frank, Jeff, 2003. "A sticky floors model of promotion, pay, and gender," European Economic Review, Elsevier, vol. 47(2), pages 295-322, April. [Downloadable!] (restricted)
  6. Wiji Arulampalam & Alison Booth & Mark L. Bryan, 2006. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wages Distribution," CEPR Discussion Papers 510, Centre for Economic Policy Research, Research School of Social Sciences, Australian National University. [Downloadable!]
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  7. 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.).
  8. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March. [Downloadable!] (restricted)
  9. 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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  10. Xin Meng & Dominique Meurs, 2004. "The gender earnings gap: effects of institutions and firms--a comparative study of French and Australian private firms," Oxford Economic Papers, Oxford University Press, vol. 56(2), pages 189-208, April. [Downloadable!] (restricted)
  11. 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)
  12. Neuman, Shoshana & Oaxaca, Ronald L, 1998. "Estimating Labour Market Discrimination with Selectivity Corrected Wage Equations: Methodological Considerations and an Illustration from Israel," CEPR Discussion Papers 1915, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  1. Gurleen Popli, 2008. "Gender wage discrimination in Mexico: A distributional approach," Working Papers 2008006, The University of Sheffield, Department of Economics, revised Apr 2008. [Downloadable!]
  2. Baron, Juan & Cobb-Clark, Deborah, 2008. "Occupational Segregation and the Gender Wage Gap in Private- and Public-Sector Employment: A Distributional Analysis," IZA Discussion Papers 3562, Institute for the Study of Labor (IZA). [Downloadable!]
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