Parametric vs. Semi-parametric Estimation of the Male-Female Wage Gap: An Application to France
AbstractWe 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 demonstrate that one learns substantially more about the gender wage gap in France through this analysis than through standard parametric techniques. In particular, we find that there are no unexplained differences in male and female earning 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.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by Centre for Economic Policy Research, Research School of Economics, Australian National University in its series CEPR Discussion Papers with number 548.
Date of creation: Mar 2007
Date of revision:
Gender pay gap; sticky floors; glass ceilings; semi-parametric estimation;
Other versions of this item:
- Robert Breunig & Sandrine Rospabe, 2005. "Parametric vs. semi-parametric estimation of the male-female wage gap: An application to France," ANU Working Papers in Economics and Econometrics 2005-458, Australian National University, College of Business and Economics, School of Economics.
- 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
This paper has been announced in the following NEP Reports:
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.:
- 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 Economics, Australian National University.
- Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
- Arulampalam, Wiji & Booth, Alison L. & Bryan, Mark L., 2004. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wages Distribution," IZA Discussion Papers 1373, Institute for the Study of Labor (IZA).
- Arulampalam, Wiji & Booth, Alison L. & Bryan, Mark L., 2005. "Is there a glass ceiling over Europe? Exploring the gender pay gap across the wages distribution," ISER Working Paper Series 2005-25, Institute for Social and Economic Research.
- 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.
- 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.
- 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.
- Barsky R. & Bound J. & Charles K.K. & Lupton J.P., 2002. "Accounting for the Black-White Wealth Gap: A Nonparametric Approach," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 663-673, September.
- 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.
- 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.).
- Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-43, May.
- 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.
- 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.
- Joseph G. Altonji & Rebecca M. Blank, .
"Race and Gender in the Labor Market,"
IPR working papers
98-18, Institute for Policy Resarch at Northwestern University.
- Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226041162, June.
- 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.
- Juan D. Bar�N & Deborah A. Cobb-Clark, 2010.
"Occupational Segregation and the Gender Wage Gap in Private- and Public-Sector Employment: A Distributional Analysis,"
The Economic Record,
The Economic Society of Australia, vol. 86(273), pages 227-246, 06.
- Barón, Juan D. & Cobb-Clark, Deborah A., 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).
- Gurleen Popli, 2008. "Gender wage discrimination in Mexico: A distributional approach," Working Papers 2008006, The University of Sheffield, Department of Economics, revised Apr 2008.
- Dileni Gunewardena & Darshi Abeyrathna & Amalie Ellagala & Kamani Rajakaruna & Shobana Rajendran, 2008. "Glass Ceilings, Sticky Floors or Sticky Doors? A Quantile Regression Approach to Exploring Gender Wage Gaps in Sri Lanka," Working Papers PMMA 2008-04, PEP-PMMA.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ().
If references are entirely missing, you can add them using this form.