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Identifying Age Penalty in Women's Wages: New Method and Evidence from Germany 1984-2014

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  • Joanna Tyrowicz

    (Institute for Labour Law and Industrial Relations in the European Union IAAEU), Trier University)

  • Lucas van der Velde

    (Group for Research in Applied Economics and Warsaw School of Economics)

  • Irene van Staveren

    (ISS Erasmus University)

Abstract

Given theoretical premises, gender wage gap adjusted for individual characteristics is likely to vary over age. We extend DiNardo, Fortin and Lemieux (1996) semi-parametric technique to disentangle year, cohort and age effects in adjusted gender wage gaps. We rely on a long panel of data from the German Socio-Economic Panel covering the 1984-2015 period. Our results indicate that the gender wage gap increases over the lifetime, for some birth cohorts also in the post-reproductive age.

Suggested Citation

  • Joanna Tyrowicz & Lucas van der Velde & Irene van Staveren, 2018. "Identifying Age Penalty in Women's Wages: New Method and Evidence from Germany 1984-2014," IAAEU Discussion Papers 201803, Institute of Labour Law and Industrial Relations in the European Union (IAAEU).
  • Handle: RePEc:iaa:dpaper:201803
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    1. Doris Weichselbaumer & Rudolf Winter-Ebmer, 2007. "The effects of competition and equal treatment laws on gender wage differentials [‘Models of job discrimination’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 22(50), pages 236-287.
    2. Doreen Triebe, 2013. "Wo(men) at Work?: The Impact of Cohabiting and Married Partners' Earning on Women's Work Hours," SOEPpapers on Multidisciplinary Panel Data Research 614, DIW Berlin, The German Socio-Economic Panel (SOEP).
    3. Rupert, Peter & Zanella, Giulio, 2015. "Revisiting wage, earnings, and hours profiles," Journal of Monetary Economics, Elsevier, vol. 72(C), pages 114-130.
    4. Merz, Monika, 2004. "Women's Hours of Market Work in Germany: The Role of Parental Leave," IZA Discussion Papers 1288, Institute of Labor Economics (IZA).
    5. 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.
    6. Kevin Lang, 1986. "A Language Theory of Discrimination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(2), pages 363-382.
    7. repec:wyi:journl:002164 is not listed on IDEAS
    8. Machin, Stephen & Puhani, Patrick A., 2003. "Subject of degree and the gender wage differential: evidence from the UK and Germany," Economics Letters, Elsevier, vol. 79(3), pages 393-400, June.
    9. Eric A. Hanushek & Guido Schwerdt & Ludger Woessmann & Lei Zhang, 2017. "General Education, Vocational Education, and Labor-Market Outcomes over the Lifecycle," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 48-87.
    10. Jacob Mincer & Solomon Polachek, 1974. "Family Investments in Human Capital: Earnings of Women," NBER Chapters, in: Marriage, Family, Human Capital, and Fertility, pages 76-110, National Bureau of Economic Research, Inc.
    11. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    12. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, January.
    13. Heinze, Anja & Wolf, Elke, 2006. "Gender Earnings Gap in German Firms: The Impact of Firm Characteristics and Institutions," ZEW Discussion Papers 06-020, ZEW - Leibniz Centre for European Economic Research.
    14. Francine D. Blau & Lawrence M. Kahn, 2003. "Understanding International Differences in the Gender Pay Gap," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 106-144, January.
    15. Sierminska, Eva M. & Frick, Joachim R. & Grabka, Markus M., 2010. "Examining the gender wealth gap," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 62(4), pages 669-690.
    16. Lauer, Charlotte, 2000. "Gender wage gap in West Germany: how far do gender differences in human capital matter?," ZEW Discussion Papers 00-07, ZEW - Leibniz Centre for European Economic Research.
    17. Solomon W. Polachek & Jun Xiang, 2009. "The Gender Pay Gap across Countries: A Human Capital Approach," SOEPpapers on Multidisciplinary Panel Data Research 227, DIW Berlin, The German Socio-Economic Panel (SOEP).
    18. Bergmann, Barbara R, 1981. "The Economic Risks of Being a Housewife," American Economic Review, American Economic Association, vol. 71(2), pages 81-86, May.
    19. Barbara R. Bergmann, 1996. "Becker’s Theory of the Family: Preposterous Conclusions," Challenge, Taylor & Francis Journals, vol. 39(2), pages 9-12, March.
    20. Markus Pannenberg, 2000. "Documentation of Sample Sizes and Panel Attrition in the German Socio Economic Panel (GSOEP) 1984 until 1998," Discussion Papers of DIW Berlin 196, DIW Berlin, German Institute for Economic Research.
    21. Manudeep Bhuller & Magne Mogstad & Kjell G. Salvanes, 2017. "Life-Cycle Earnings, Education Premiums, and Internal Rates of Return," Journal of Labor Economics, University of Chicago Press, vol. 35(4), pages 993-1030.
    22. Claudia Goldin & Lawrence F. Katz, 2008. "Transitions: Career and Family Life Cycles of the Educational Elite," American Economic Review, American Economic Association, vol. 98(2), pages 363-369, May.
    23. Becker, Gary S, 1985. "Human Capital, Effort, and the Sexual Division of Labor," Journal of Labor Economics, University of Chicago Press, vol. 3(1), pages 33-58, January.
    24. Ernesto Reuben & Matthew Wiswall & Basit Zafar, 2017. "Preferences and Biases in Educational Choices and Labour Market Expectations: Shrinking the Black Box of Gender," Economic Journal, Royal Economic Society, vol. 127(604), pages 2153-2186, September.
    25. Peter Kuhn & Kailing Shen, 2013. "Gender Discrimination in Job Ads: Evidence from China," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 287-336.
    26. Dan Black & Amelia Haviland & Seth Sanders & Lowell Taylor, 2006. "Why Do Minority Men Earn Less? A Study of Wage Differentials among the Highly Educated," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 300-313, May.
    27. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
    28. Magdalena Smyk & Joanna Tyrowicz & Barbara Liberda, 2014. "Age-productivity patterns in talent occupations for men and women: a decomposition," Post-Communist Economies, Taylor & Francis Journals, vol. 26(3), pages 401-414, September.
    29. Donghun Cho & Joonmo Cho, 2011. "How do Labor Unions Influence the Gender Earnings Gap? A Comparative Study of the US and Korea," Feminist Economics, Taylor & Francis Journals, vol. 17(3), pages 133-157.
    30. David Neumark & Ian Burn & Patrick Button, 2019. "Is It Harder for Older Workers to Find Jobs? New and Improved Evidence from a Field Experiment," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 922-970.
    31. Victoria Busch & Svenn-Åge Dahl & Dennis Dittrich, 2009. "An empirical study of age discrimination in Norway and Germany," Applied Economics, Taylor & Francis Journals, vol. 41(5), pages 633-651.
    32. 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.
    33. 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.
    34. Pia S. Schober, 2012. "Parental Leave Policies and Child Care Time in Couples after Childbirth," SOEPpapers on Multidisciplinary Panel Data Research 434, DIW Berlin, The German Socio-Economic Panel (SOEP).
    35. Reimer, David & Schröder, Jette, 2006. "Tracing the gender wage gap: Income differences between male and female university graduates in Germany," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 39(2), pages 235-253.
    36. Casey Warman & Frances Woolley & Christopher Worswick, 2010. "The evolution of male-female earnings differentials in Canadian universities,1970-2001," Canadian Journal of Economics, Canadian Economics Association, vol. 43(1), pages 347-372, February.
    37. Paula England & Elizabeth Aura McClintock, 2009. "The Gendered Double Standard of Aging in US Marriage Markets," Population and Development Review, The Population Council, Inc., vol. 35(4), pages 797-816, December.
    38. Myeong‐Su Yun, 2009. "Wage Differentials, Discrimination And Inequality: A Cautionary Note On The Juhn, Murphy And Pierce Decomposition Method," Scottish Journal of Political Economy, Scottish Economic Society, vol. 56(1), pages 114-122, February.
    39. Dahlby, B. G., 1983. "Adverse selection and statistical discrimination : An analysis of Canadian automobile insurance," Journal of Public Economics, Elsevier, vol. 20(1), pages 121-130, February.
    40. Polachek, Solomon & Zhang, Xu & Zhou, Xing, 2014. "A Biological Basis for the Gender Wage Gap: Fecundity and Age and Educational Hypogamy," IZA Discussion Papers 8570, Institute of Labor Economics (IZA).
    41. Reimer, David & Schröder, Jette, 2006. "Tracing the gender wage gap: Income differences between male and female university graduates in Germany," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 39(2), pages 235-253.
    42. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
    43. Ferber, Marianne A. & Nelson, Julie A. (ed.), 1993. "Beyond Economic Man," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226242019, January.
    44. Bina Agarwal, 1997. "''Bargaining'' and Gender Relations: Within and Beyond the Household," Feminist Economics, Taylor & Francis Journals, vol. 3(1), pages 1-51.
    45. Giulio Zanella & Peter Rupert, 2010. "Revisiting Wage, Earnings, and Hours Profiles," 2010 Meeting Papers 1158, Society for Economic Dynamics.
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    9. Stüber, Heiko & Grabka, Markus M. & Schnitzlein, Daniel D., 2023. "A tale of two data sets: comparing German administrative and survey data using wage inequality as an example," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 57, pages 1-8.
    10. Neyer, Ulrike & Stempel, Daniel, 2019. "Macroeconomic effects of gender discrimination," DICE Discussion Papers 324, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    11. Glaubitz, Rick & Harnack-Eber, Astrid & Wetter, Miriam, 2022. "The gender gap in lifetime earnings: The role of parenthood," Discussion Papers 2022/3, Free University Berlin, School of Business & Economics.
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    13. Bárcena-Martín, Elena & Medina-Claros, Samuel & Pérez-Moreno, Salvador, 2020. "Gendered Effects of Employment Protection on Earnings Mobility," GLO Discussion Paper Series 547, Global Labor Organization (GLO).
    14. Bonacini, Luca & Gallo, Giovanni & Scicchitano, Sergio, 2021. "Will it be a shecession? The unintended influence of working from home on the gender wage gap related to the COVID-19 pandemic," GLO Discussion Paper Series 771, Global Labor Organization (GLO).
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    16. Kamal, Mustafa & Blacklow, Paul, 2021. "Australian age, period, cohort effects in the gender wage gap - 2001 to 2018," Working Papers 2021-02, University of Tasmania, Tasmanian School of Business and Economics.
    17. Amit Shelef & Edna Schechtman, 2021. "A Gini-based analysis of the differences between men and women in the labor market over time," Working Papers 2102, Ben-Gurion University of the Negev, Department of Economics.
    18. Neyer, Ulrike & Stempel, Daniel, 2021. "Gender discrimination, inflation, and the business cycle," Journal of Macroeconomics, Elsevier, vol. 70(C).
    19. Xu, Mengmeng & Tan, Ruipeng, 2021. "Removing energy allocation distortion to increase economic output and energy efficiency in China," Energy Policy, Elsevier, vol. 150(C).
    20. Stempel, Daniel & Neyer, Ulrike, 2019. "The Effects of Gender Discrimination in DSGE Models," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 203556, Verein für Socialpolitik / German Economic Association.
    21. Laszlo Goerke & Michael Neugart, 2020. "Thorstein Veblen, Joan Robinson, and George Stigler (probably) never met: Social Preferences, Monopsony, and Government Intervention," IAAEU Discussion Papers 202001, Institute of Labour Law and Industrial Relations in the European Union (IAAEU).
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    More about this item

    Keywords

    gender wage gap; age; cohort; decomposition; non-parametric estimates; Germany;
    All these keywords.

    JEL classification:

    • 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

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