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Group versus individual discrimination among young workers: a distributional approach

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  • Donata Favaro

    (Università degli Studi di Padova, Dipartimento di Scienze Economiche 'Marco Fanno')

  • Stefano Magrini

    (Università degli Studi di Venezia 'Ca' Foscari', Dipartimento di Scienze Economiche)

Abstract

We evaluate the gender wage gap and the unexplained gender wage differential for workers 15-29 year old during the period 1990-1997, using a particularly rich set of data from the Italian Social Security System covering all individuals in the labour markets of two Italian provinces. We estimate separate earnings functions for men and women correcting for endogeneity of education and we evaluate gender discrimination by studying the entire distribution of the unexplained wage gap as suggested by Jenkins (1994). We evaluate discrimination against females by means of bivariate density functions. This innovation makes it possible to condition the density distribution on the marginal distribution of any characteristic and to evaluate more precisely the existence of group and individual discrimination. Our analysis suggests that discrimination is not evenly distributed among women, in relation to their characteristics; in particular, there is evidence of lower discrimination against highly educated females. Moreover in 1997, compared to 1990, discrimination increased in a appreciable way, affecting human capital rich females more significantly. While our work is based in a very local context the richness of the data and the methodological innovation give the results a wider application.

Suggested Citation

  • Donata Favaro & Stefano Magrini, 2005. "Group versus individual discrimination among young workers: a distributional approach," Labor and Demography 0506003, University Library of Munich, Germany.
    • Handle: RePEc:wpa:wuwpla:0506003
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    1. Overman, Henry G. & Ioannides, Yannis M., 2001. "Cross-Sectional Evolution of the U.S. City Size Distribution," Journal of Urban Economics, Elsevier, vol. 49(3), pages 543-566, May.
    2. Andrea Ginzburg & Monia Scaltriti & Giovanni Solinas & Rossella Zoboli, 1998. "Un nuovo autunno caldo nel Mezzogiorno? Note in margine al dibattito sui differenziali salariali territoriali," Politica economica, Società editrice il Mulino, issue 3, pages 377-410.
    3. Kunze, Astrid, 2000. "The Determination of Wages and the Gender Wage Gap: A Survey," IZA Discussion Papers 193, Institute of Labor Economics (IZA).
    4. Quah, Danny, 1997. "Empirics for growth and distribution," LSE Research Online Documents on Economics 2138, London School of Economics and Political Science, LSE Library.
    5. Loury, Glenn C, 1981. "Intergenerational Transfers and the Distribution of Earnings," Econometrica, Econometric Society, vol. 49(4), pages 843-867, June.
    6. Lucifora, Claudio & Comi, Simona Lorena & Brunello, Giorgio, 2000. "The Returns to Education in Italy: A New Look at the Evidence," IZA Discussion Papers 130, Institute of Labor Economics (IZA).
    7. Quah, Danny, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," CEPR Discussion Papers 1586, C.E.P.R. Discussion Papers.
    8. Dolton, Peter J & Makepeace, Gerald H, 1987. "Marital Status, Child Rearing and Earnings Differentials in the Graduate Labour Market," Economic Journal, Royal Economic Society, vol. 97(388), pages 897-922, December.
    9. Andrea Gavosto & Fulvio Rossi, 1999. "Giornate retribuite e differenziali salariali nei dati INPS. Replica all'articolo di A. Ginzburg e altri "Un nuovo autunno caldo nel Mezzogiorno? Note in margine al dibattito sui differenziali sa," Politica economica, Società editrice il Mulino, issue 2, pages 253-258.
    10. Durlauf, Steven N. & Quah, Danny T., 1999. "The new empirics of economic growth," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 4, pages 235-308, Elsevier.
    11. Jenkins, Stephen P., 1994. "Earnings discrimination measurement : A distributional approach," Journal of Econometrics, Elsevier, vol. 61(1), pages 81-102, March.
    12. Nicole M. Fortin & Thomas Lemieux, 1998. "Rank Regressions, Wage Distributions, and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 33(3), pages 610-643.
    13. Chen, Xiaohong & Linton, Oliver & Robinson, Peter, 2001. "The estimation of conditional densities," LSE Research Online Documents on Economics 2312, London School of Economics and Political Science, LSE Library.
    14. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    15. Astrid Kunze, 2003. "Gender Differences in Entry Wages and Early Career Wages," Annals of Economics and Statistics, GENES, issue 71-72, pages 223-244.
    16. Brunello, Giorgio & Miniaci, Raffaele, 1999. "The economic returns to schooling for Italian men. An evaluation based on instrumental variables1," Labour Economics, Elsevier, vol. 6(4), pages 509-519, November.
    17. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    18. Wood, Robert G & Corcoran, Mary E & Courant, Paul N, 1993. "Pay Differences among the Highly Paid: The Male-Female Earnings Gap in Lawyers' Salaries," Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 417-441, July.
    19. 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.
    20. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    21. Randall S. Brown & Marilyn Moon & Barbara S. Zoloth, 1980. "Incorporating Occupational Attainment in Studies of Male-Female Earnings Differentials," Journal of Human Resources, University of Wisconsin Press, vol. 15(1), pages 3-28.
    22. Danny Quah, 1997. "Empirics for Growth and Distribution," CEP Discussion Papers dp0324, Centre for Economic Performance, LSE.
    23. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    24. Quah, Danny T., 1996. "Empirics for economic growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1353-1375, June.
    25. Quah, Danny T, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," Journal of Economic Growth, Springer, vol. 2(1), pages 27-59, March.
    26. Quah, Danny T, 1996. "Convergence Empirics across Economies with (Some) Capital Mobility," Journal of Economic Growth, Springer, vol. 1(1), pages 95-124, March.
    27. Loprest, Pamela J, 1992. "Gender Differences in Wage Growth and Job Mobility," American Economic Review, American Economic Association, vol. 82(2), pages 526-532, May.
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    Cited by:

    1. Philippe Van Kerm, 2013. "Generalized measures of wage differentials," Empirical Economics, Springer, vol. 45(1), pages 465-482, August.
    2. Leombruni Roberto & Mosca Michele, 2013. "The lifetime gender gap in Italy. Does the pension system countervail labour market outcomes?," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201302, University of Turin.
    3. 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.
    4. Tindara Addabbo & Donata Favaro & Stefano Magrini, 2012. "Gender differences in productivity rewards: the role of human capital," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 59(1), pages 81-110, March.
    5. Tindara Addabbo & Donata Favaro, 2011. "Gender wage differentials by education in Italy," Applied Economics, Taylor & Francis Journals, vol. 43(29), pages 4589-4605.
    6. 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.
    7. Ma del Mar Salinas-Jim鮥z & Marta Rahona-L󰥺 & In鳠P. Murillo-Huertas, 2013. "Gender wage differentials and educational mismatch: an application to the Spanish case," Applied Economics, Taylor & Francis Journals, vol. 45(30), pages 4226-4235, October.
    8. Tindara Addabbo & Donata Favaro & Stefano Magrini, 2010. "Gender differences in productivity rewards in Italy: the role of human capital," Working Papers 2010_11, Department of Economics, University of Venice "Ca' Foscari".
    9. Noe', Chiara, 2009. "Subject of degree and the gender wage gap: Evidence from Italy," MPRA Paper 47289, University Library of Munich, Germany.
    10. Roberto Leombruni & Michele Mosca, 2011. "The lifetime gender gap in Italy. Do the pension system countervails labour market outcomes?," LABORatorio R. Revelli Working Papers Series 113, LABORatorio R. Revelli, Centre for Employment Studies.
    11. Del Bono, Emilia & Vuri, Daniela, 2011. "Job mobility and the gender wage gap in Italy," Labour Economics, Elsevier, vol. 18(1), pages 130-142, January.
    12. Tindara ADDABBO & Donata Favaro, 2007. "Education and wage differentials by gender in Italy," CHILD Working Papers wp04_07, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
    13. Emilia Del Bono & Daniela Vuri, 2008. "Job mobility and the gender wage gap," Working Papers - Dipartimento di Economia 7-DEISFOL, Dipartimento di Economia, Sapienza University of Rome, revised 2008.

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    Keywords

    wage differentials; wage discrimination; gender;
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    JEL classification:

    • J - Labor and Demographic Economics

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