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Is there a glass ceiling over Europe? : exploring the gender pay gap across the wage distribution

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Arulampalam, Wiji (2004) Is there a glass ceiling over Europe? : exploring the gender pay gap across the wage distribution. Discussion Paper. Bonn: Forschungsinstitut zur Zukunft der Arbeit. (Discussion paper (Forschungsinstitut zur Zukunft der Arbeit).

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Abstract

Using harmonised data from the European Union Household Panel, we analyse gender pay gaps by sector across the wages distribution for ten countries. We find that the mean gender pay gap in the raw data typically hides large variations in the gap across the wages distribution. We use quantile regression (QR) techniques to control for the effects of individual and job characteristics at different points of the distribution, and calculate the part of the gap attributable to differing returns between men and women. We find that, first, gender pay gaps are typically bigger at the top of the wage distribution, a finding that is consistent with the existence of glass ceilings. For some countries gender pay gaps are also bigger at the bottom of the wage distribution, a finding that is consistent with sticky floors. Third, the gender pay gap is typically higher at the top than the bottom end of the wage distribution, suggesting that glass ceilings are more prevalent than sticky floors and that these prevail in the majority of our countries. Fourth, the gender pay gap differs significantly across the public and the private sector wages distribution for each of our EU countries.

Item Type: Working or Discussion Paper (Discussion Paper)
Subjects: H Social Sciences > HC Economic History and Conditions
H Social Sciences > HD Industries. Land use. Labor
Divisions: Faculty of Social Sciences > Economics
Library of Congress Subject Headings (LCSH): Wages -- Women -- Europe, Glass ceiling (Employment discrimination) -- Europe, Labor discrimination -- Europe
Series Name: Discussion paper (Forschungsinstitut zur Zukunft der Arbeit)
Publisher: Forschungsinstitut zur Zukunft der Arbeit
Place of Publication: Bonn
Date: October 2004
Number: No.1373
Number of Pages: 35
Institution: University of Warwick
Status: Not Peer Reviewed
Access rights to Published version: Open Access
Funder: Leverhulme Trust (LT)
Version or Related Resource: Arulampalam, W. (2007) Is there a glass ceiling over Europe? Exploring the gender pay gap across wage distribution. Industrial and Labor Relations Review, 60(2), pp.163-186.
Related URLs:
  • http://www.ilr.cornell.edu/ilrreview/art...
References: Albrecht, J., Bjorklund, A., and Vroman, S. (2003). Is there a glass ceiling in Sweden? Journal of Labor Economics, 21(1), pp.145-177. Blinder, A. (1973). Wage discrimination: reduced form and structural estimates. Journal of Human Resources, 8, pp.436-55. Booth, A. L., Francesconi, M., and Frank, J. (2003). A sticky floors model of promotion, pay and gender. European Economic Review, 47(2), pp.295-322. Booth, A. L., Frank, J., and Blackaby, D. (2002). Outside offers and the gender pay gap. CEPR London Discussion Paper No. Buchinsky, M. (1998). Recent advances in quantile regression models. Journal of Human Resources, 33, pp.88-126. Buchinsky, M. (2001). Quantile regression with sample selection: estimating women’s return to education in the U.S.. In Fitzenberger, B., Koenker, R., and Machado, J.A.F., Eds. (2001). Economic Applications of Quantile Regression, Physica-Verlag. Dolado, J. J. and Llorens, V. (2004). Gender wage gaps by education in Spain: glass floors vs. glass ceilings. CEPR Discussion Paper No. 4203, London. Eurostat Yearbook 2003: the statistical guide to Europe: data 1991-2001, Luxembourg: Office for Official Publications of the European Communities. Koenker, R. and Bassett, G. (1978). Regression quantiles. Econometrica, 46, pp.33-50. Landers, R.M., Rebitzer, J.B. and Taylor, L.J. (1996). Rat race redux: adverse selection in the determination of work hours in law firms. American Economic Review 86(3), pp.329-348. Lucifora, C. and Meurs, D. (2004). The public sector pay gap in France, Great Britain and Italy. IZA Discussion Paper 1041, Bonn, Germany. Machado, J. and Mata, J. (2000). Counterfactual decomposition of changes in wage distributions using quantile regression. Forthcoming Journal of Applied Econometrics. Oaxaca, R.L. (1973). Male female wage differentials in urban labor markets. International Economic Review, 14(3), pp.693-709. OECD (2001) Employment Outlook. June 2001. Chapter 4: Balancing Work and Family Life: Helping Parents into Paid Employment. Paris: OECD.
URI: http://wrap.warwick.ac.uk/id/eprint/36

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