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Are women in supervisory positions more discriminated against? A multinomial approach

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Listed:
  • Marco Biagetti
  • Sergio Scicchitano

Abstract

In this article we apply a two stage approach in order to investigate whether a stronger sex discrimination exists the higher the job position is. This analysis is carried out by separating the Italian labor market among supervisors and non supervisors. Once the selection terms are accounted for through a multinomial logit, amongst non supervisors both the wage gap and the discriminatory component rise, while amongst supervisors they considerably decrease and become not significant. Thus, the stronger negative process of selection amongst Italian female managers can lead to consider that segment of the labor market unfair.

Suggested Citation

  • Marco Biagetti & Sergio Scicchitano, 2016. "Are women in supervisory positions more discriminated against? A multinomial approach," Working Papers 2, Department of the Treasury, Ministry of the Economy and of Finance.
  • Handle: RePEc:itt:wpaper:2016-2
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    1. Yekaterina Chzhen & Karen Mumford, "undated". "Gender Gaps Across the Earnings Distribution in Britain: Are Women Bossy Enough?," Discussion Papers 09/27, Department of Economics, University of York.
    2. 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," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    3. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    4. Nicodemo, Catia, 2009. "Gender Pay Gap and Quantile Regression in European Families," IZA Discussion Papers 3978, Institute of Labor Economics (IZA).
    5. Anne Busch & Elke Holst, 2009. "Glass Ceiling Effect and Earnings: The Gender Pay Gap in Managerial Positions in Germany," Discussion Papers of DIW Berlin 905, DIW Berlin, German Institute for Economic Research.
    6. Hirsch, Boris, 2013. "The impact of female managers on the gender pay gap: Evidence from linked employer–employee data for Germany," Economics Letters, Elsevier, vol. 119(3), pages 348-350.
    7. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    8. Markus Frlich, 2004. "Finite-Sample Properties of Propensity-Score Matching and Weighting Estimators," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 77-90, February.
    9. Favaro, Donata & Magrini, Stefano, 2008. "Group versus individual discrimination among young workers: A distributional approach," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(5), pages 1856-1879, October.
    10. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LLC, vol. 8(4), pages 453-479, December.
    11. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    12. Elena Bardasi & Janet Gornick, 2008. "Working for less? Women's part-time wage penalties across countries," Feminist Economics, Taylor & Francis Journals, vol. 14(1), pages 37-72.
    13. Acemoglu, Daron & F. Newman, Andrew, 2002. "The labor market and corporate structure," European Economic Review, Elsevier, vol. 46(10), pages 1733-1756, December.
    14. Yolanda Pena‐Boquete & Sergio De Stefanis & Manuel Fernandez‐Grela, 2010. "The distribution of gender wage discrimination in Italy and Spain: a comparison using the ECHP," International Journal of Manpower, Emerald Group Publishing Limited, vol. 31(2), pages 109-137, May.
    15. Paul Beaudry & Patrick Francois, 2010. "Managerial Skills Acquisition and the Theory of Economic Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 77(1), pages 90-126.
    16. Picchio, Matteo & Mussida, Chiara, 2011. "Gender wage gap: A semi-parametric approach with sample selection correction," Labour Economics, Elsevier, vol. 18(5), pages 564-578, October.
    17. Dolton, P J & Makepeace, G H, 1986. "Sample Selection and Male-Female Earnings Differentials in the Graduate Labour Market," Oxford Economic Papers, Oxford University Press, vol. 38(2), pages 317-341, July.
    18. Susan Durbin & Jennifer Tomlinson, 2010. "Female part-time managers: networks and career mobility," Work, Employment & Society, British Sociological Association, vol. 24(4), pages 621-640, December.
    19. Ian Watson, 2010. "Decomposing the Gender Pay Gap in the Australian Managerial Labour Market," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 13(1), pages 49-79.
    20. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    21. Baldwin, Marjorie L & Butler, Richard J & Johnson, William G, 2001. "A Hierarchical Theory of Occupational Segregation and Wage Discrimination," Economic Inquiry, Western Economic Association International, vol. 39(1), pages 94-110, January.
    22. Marianne Bertrand & Kevin F. Hallock, 2001. "The Gender Gap in Top Corporate Jobs," ILR Review, Cornell University, ILR School, vol. 55(1), pages 3-21, October.
    23. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LLC, vol. 2(4), pages 358-377, November.
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    Keywords

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    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
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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