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The age pay gap and labor market heterogeneity: A new empirical approach using data for Italy

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  • Töpfer, Marina

Abstract

Using Italian microdata over the period 2005-2016, this paper studies the difference in pay between elderly (55-64) and adult (34-54) workers in Italy along the wage distribution. The estimation strategy consists in using a three-way fixed effects wage model and adjusting the wage gap for (observed and unobserved) labor market heterogeneity. The estimation relies on OLS as well as on unconditional quantile regressions. The analysis beyond the mean shows substantial differences in the age pay gap along the wage distribution and finds particularly pronounced gaps at the top. The fixed effects of interest (individual, job and industry) are estimated via a partitioned procedure. Adjusting the gap for labor market heterogeneity reduces the gap almost to zero. The results suggest that individual differences between the cohorts both observed and unobserved are the main driver of the gap.

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  • Töpfer, Marina, 2018. "The age pay gap and labor market heterogeneity: A new empirical approach using data for Italy," Discussion Papers 105, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    • Handle: RePEc:zbw:faulre:105
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    1. Antonczyk, Dirk & Fitzenberger, Bernd & Sommerfeld, Katrin, 2010. "Rising wage inequality, the decline of collective bargaining, and the gender wage gap," Labour Economics, Elsevier, vol. 17(5), pages 835-847, October.
    2. John Addison & Paulino Teixeira & Jens Stephani & Lutz Bellmann, 2012. "Can German Unions Still Cut It?," GEMF Working Papers 2012-19, GEMF, Faculty of Economics, University of Coimbra.
    3. Daniela Piazzalunga & Maria Laura Di Tommaso, 2019. "The increase of the gender wage gap in Italy during the 2008-2012 economic crisis," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(2), pages 171-193, June.
    4. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    5. Paulo Guimarães & Pedro Portugal, 2010. "A simple feasible procedure to fit models with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 10(4), pages 628-649, December.
    6. Vegard Skirbekk, 2004. "Age and Individual Productivity: A Literature Survey," Vienna Yearbook of Population Research, Vienna Institute of Demography (VID) of the Austrian Academy of Sciences in Vienna, vol. 2(1), pages 133-154.
    7. Loewenstein, George F & Sicherman, Nachum, 1991. "Do Workers Prefer Increasing Wage Profiles?," Journal of Labor Economics, University of Chicago Press, vol. 9(1), pages 67-84, January.
    8. Tracy Regan & Ronald Oaxaca, 2009. "Work experience as a source of specification error in earnings models: implications for gender wage decompositions," Journal of Population Economics, Springer;European Society for Population Economics, vol. 22(2), pages 463-499, April.
    9. Martins, Pedro S. & Pereira, Pedro T., 2004. "Does education reduce wage inequality? Quantile regression evidence from 16 countries," Labour Economics, Elsevier, vol. 11(3), pages 355-371, June.
    10. Disney, Richard, 2000. "Crises in Public Pension Programmes in OECD: What Are the Reform Options?," Economic Journal, Royal Economic Society, vol. 110(461), pages 1-23, February.
    11. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    12. Ana Rute Cardoso & Paulo Guimarães & Pedro Portugal, 2016. "What drives the gender wage gap? A look at the role of firm and job-title heterogeneity," Oxford Economic Papers, Oxford University Press, vol. 68(2), pages 506-524.
    13. 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.
    14. Alfonso Rosolia & Roberto Torrini, 2007. "The generation gap: relative earnings of young and old workers in Italy," Temi di discussione (Economic working papers) 639, Bank of Italy, Economic Research and International Relations Area.
    15. Guimaraes, Paulo & Portugal, Pedro, 2009. "A Simple Feasible Alternative Procedure to Estimate Models with High-Dimensional Fixed Effects," IZA Discussion Papers 3935, Institute of Labor Economics (IZA).
    16. Prendergast, Canice & Topel, Robert H, 1996. "Favoritism in Organizations," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 958-978, October.
    17. 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.
    18. Ana Cardoso & Paulo Guimarães & José Varejão, 2011. "Are Older Workers Worthy of Their Pay? An Empirical Investigation of Age-Productivity and Age-Wage Nexuses," De Economist, Springer, vol. 159(2), pages 95-111, June.
    19. 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.
    20. John Addison & Paulino Teixeira & Jens Stephani & Lutz Bellmann, 2015. "Declining Unions and the Coverage Wage Gap: Can German Unions Still Cut It?," Journal of Labor Research, Springer, vol. 36(3), pages 301-317, September.
    21. David W. Galenson & Bruce A. Weinberg, 2000. "Age and the Quality of Work: The Case of Modern American Painters," Journal of Political Economy, University of Chicago Press, vol. 108(4), pages 761-777, August.
    22. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    23. Andrea Brandolini, 2005. "La disuguaglianza di reddito in Italia nell'ultimo decennio," Stato e mercato, Società editrice il Mulino, issue 2, pages 207-230.
    24. Lazear, Edward P, 1979. "Why Is There Mandatory Retirement?," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1261-1284, December.
    25. Steffen Huck & Andrew J. Seltzer & Brian Wallace, 2011. "Deferred Compensation in Multiperiod Labor Contracts: An Experimental Test of Lazear's Model," American Economic Review, American Economic Association, vol. 101(2), pages 819-843, April.
    26. McCue, Kristin, 1996. "Promotions and Wage Growth," Journal of Labor Economics, University of Chicago Press, vol. 14(2), pages 175-209, April.
    27. Paul Hek & Daniel Vuuren, 2011. "Are older workers overpaid? A literature review," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 18(4), pages 436-460, August.
    28. Yan Chen & Sherry Xin Li, 2009. "Group Identity and Social Preferences," American Economic Review, American Economic Association, vol. 99(1), pages 431-457, March.
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    More about this item

    Keywords

    Age Pay Gap; Three-Way Fixed Effects Model; Decomposition; Italy;
    All these keywords.

    JEL classification:

    • J7 - Labor and Demographic Economics - - Labor Discrimination
    • J14 - Labor and Demographic Economics - - Demographic Economics - - - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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