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Firm‐level Evidence on Gender Wage Discrimination in the Belgian Private Economy

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  • Vincent Vandenberghe

Abstract

In this paper we explore a matched employer-employee data set to investigate the presence of gender wage discrimination in the Belgian private economy labour market. Contrary to many existing papers, we analyse gender wage discrimination using an independent productivity measure. Using firm-level data, we are able to compare direct estimates of a gender productivity differential with those of a gender wage differential. We take advantage of the panel structure to identify gender-related differences from within-firm variation. Moreover, inspired by recent developments in the production function estimation literature, we address the problem of endogeneity of the gender mix using a structural production function estimator (Olley & Pakes, 1996; Levinsohn & Petrin, 2003) alongside IV-GMM methods where lagged value of labour inputs are used as instruments. Our results suggest that there is no gender wage discrimination inside private firms located in Belgium, on the contrary.
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  • Vincent Vandenberghe, 2011. "Firm‐level Evidence on Gender Wage Discrimination in the Belgian Private Economy," LABOUR, CEIS, vol. 25(3), pages 330-349, September.
    • Handle: RePEc:bla:labour:v:25:y:2011:i:3:p:330-349
    DOI: j.1467-9914.2011.00524.x
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    File URL: http://hdl.handle.net/10.1111/j.1467-9914.2011.00524.x
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    1. van Ours, J.C. & Stoeldraijer, L., 2010. "Age, Wage and Productivity," Other publications TiSEM 1521c170-405f-41a4-9bd0-c, Tilburg University, School of Economics and Management.
    2. van Ours, Jan C. & Stoeldraijer, Lenny, 2010. "Age, wage and productivity," CEPR Discussion Papers 7713, C.E.P.R. Discussion Papers.
    3. Jan Ours & Lenny Stoeldraijer, 2011. "Age, Wage and Productivity in Dutch Manufacturing," De Economist, Springer, vol. 159(2), pages 113-137, June.
    4. Vincent VANDENBERGHE & Fabio WALTENBERG, 2010. "Ageing Workforce, Productivity and Labour costs of Belgian Firms," LIDAM Discussion Papers IRES 2010003, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
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    Cited by:

    1. Stephan Kampelmann & François Rycx, 2016. "Wage discrimination against immigrants: measurement with firm-level productivity data," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-24, December.
    2. Garnero, Andrea & Kampelmann, Stephan & Rycx, François, 2013. "Part-time Work, Wages and Productivity: Evidence from Belgian Matched Panel Data," IZA Discussion Papers 7789, Institute of Labor Economics (IZA).
    3. Vandenberghe, Vincent, 2019. "Health, Cognition and Work Capacity Beyond the Age of 50," GLO Discussion Paper Series 295, Global Labor Organization (GLO).
    4. Andrea Ariu & Vincent Vandenberghe, 2014. "Assessing the role of ageing, feminising and better-educated workforces on TFP growth," Working Paper Research 265, National Bank of Belgium.
    5. Elena Grinza & Stephan Kampelmann & François Rycx, 2020. "L’union fait la force? Evidence for wage discrimination in firms with high diversity," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 18(2), pages 181-211, June.
    6. Stephan Kampelmann & François Rycx, 2012. "Are Occupations Paid What They are Worth? An Econometric Study of Occupational Wage Inequality and Productivity," De Economist, Springer, vol. 160(3), pages 257-287, September.
    7. François Rycx & Yves Saks & Ilan Tojerow, 2015. "Does Education Raise Productivity and Wages Equally? The Moderating Roles of Age, Gender and Industry," Working Paper Research 281, National Bank of Belgium.
    8. Vincent VANDENBERGHE, 2021. "Health, cognition and work capacity beyond the age of 50: International evidence on the extensive and intensive margins of work," International Labour Review, International Labour Organization, vol. 160(2), pages 271-310, June.
    9. Christian Pfeifer & Joachim Wagner, 2014. "Age and gender effects of workforce composition on productivity and profits: Evidence from a new type of data for German enterprises," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 8(1), March.
    10. V. Vandenberghe & F. Waltenberg & M. Rigo, 2013. "Ageing and employability. Evidence from Belgian firm-level data," Journal of Productivity Analysis, Springer, vol. 40(1), pages 111-136, August.
    11. Michael Siegenthaler & Tobias Stucki, 2014. "Dividing the Pie: The Determinants of Labor's Share of Income on the Firm Level," KOF Working papers 14-352, KOF Swiss Economic Institute, ETH Zurich.
    12. Andrea Garnero & Stephan Kampelmann & François Rycx, 2014. "Part-Time Work, Wages, and Productivity," ILR Review, Cornell University, ILR School, vol. 67(3), pages 926-954, July.
    13. Gustavo Saraiva Frio & Daniel De Abreu Pereira Uhr & Júlia Gallego Ziero Uhr & Paulo De Andrade Jacinto, 2018. "Oferta De Trabalho E Orientação Sexual: Evidências Para O Brasil," Anais do XLIV Encontro Nacional de Economia [Proceedings of the 44th Brazilian Economics Meeting] 168, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    14. Vandenberghe, V., 2013. "Are firms willing to employ a greying and feminizing workforce?," Labour Economics, Elsevier, vol. 22(C), pages 30-46.

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    More about this item

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity

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