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Female wage profiles: An additive mixed model approach to employment breaks due to childcare

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  • Kuhlenkasper, Torben
  • Kauermann, Göran

Abstract

The paper investigates female wage profiles in West-Germany between 1984 and 2008 using data from the German Socio Economic Panel. The empirical study focuses on the short-run wageloss due to childcare and the long-run wage-profile in post-birth employment, respectivly. This is compared with wage profiles from females who are not mothers. As statistical analysis tool Additive Mixed Models are employed and estimated seperatetly for different levels of educational achievements. The models are dynamic in that main covariate effects are allowed to vary smoothly with working experience. The intention of the paper is to demonstrate with state of the art statistical models how wages are affected by labour market experience, employment interruptions and other covariates. The educational level of the mother and the time off the job influence the amount of wageloss and the wage profile afterwards. Labour market experience, as one major determinant of human capital, influences wages heavily and follows a dynamic patter.

Suggested Citation

  • Kuhlenkasper, Torben & Kauermann, Göran, 2010. "Female wage profiles: An additive mixed model approach to employment breaks due to childcare," HWWI Research Papers 2-18, Hamburg Institute of International Economics (HWWI).
  • Handle: RePEc:zbw:hwwirp:2-18
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    References listed on IDEAS

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    1. Bloemen, Hans & Kalwij, Adriaan S., 2001. "Female labor market transitions and the timing of births: a simultaneous analysis of the effects of schooling," Labour Economics, Elsevier, vol. 8(5), pages 593-620, December.
    2. Mincer, Jacob & Polachek, Solomon, 1974. "Family Investment in Human Capital: Earnings of Women," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 76-108, Part II, .
    3. Marco Francesconi, 2002. "A Joint Dynamic Model of Fertility and Work of Married Women," Journal of Labor Economics, University of Chicago Press, vol. 20(2), pages 336-380, Part.
    4. Duncan, Otis Dudley, 1974. "Family Investments in Human Capital: Earnings of Women: Comment," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 109-110, Part II, .
    5. Bernd Fitzenberger & Gaby Wunderlich, 2004. "The Changing Life Cycle Pattern In Female Employment: A Comparison Of Germany And The Uk," Scottish Journal of Political Economy, Scottish Economic Society, vol. 51(3), pages 302-328, August.
    6. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    7. Jan Ondrich & C. Spiess & Qing Yang & Gert Wagner, 2003. "The Liberalization of Maternity Leave Policy and the Return to Work after Childbirth in Germany," Review of Economics of the Household, Springer, vol. 1(1), pages 77-110, January.
    8. Beblo, Miriam & Wolf, Elke, 2000. "How much does a year off cost? Estimating the wage effects of employment breaks and part-time periods," ZEW Discussion Papers 00-69, ZEW - Leibniz Centre for European Economic Research.
    9. Laura Bernardi & Andreas Klärner & Holger Lippe, 2008. "Job Insecurity and the Timing of Parenthood: A Comparison between Eastern and Western Germany," European Journal of Population, Springer;European Association for Population Studies, vol. 24(3), pages 287-313, September.
    10. Kuhlenkasper, Torben & Kauermann, Göran, 2010. "Duration of maternity leave in Germany: A case study of nonparametric hazard models and penalized splines," Labour Economics, Elsevier, vol. 17(3), pages 466-473, June.
    11. Lundberg, Shelly & Rose, Elaina, 2000. "Parenthood and the earnings of married men and women," Labour Economics, Elsevier, vol. 7(6), pages 689-710, November.
    12. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    13. Ruppert,David & Wand,M. P. & Carroll,R. J., 2003. "Semiparametric Regression," Cambridge Books, Cambridge University Press, number 9780521780506, October.
    14. 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.
    15. Wolf, Elke, 2002. "Lower wage rates for fewer hours? A simultaneous wage-hours model for Germany," Labour Economics, Elsevier, vol. 9(5), pages 643-663, November.
    16. Christian Belzil, 1995. "Unemployment Duration Stigma and Re-employment Earnings," Canadian Journal of Economics, Canadian Economics Association, vol. 28(3), pages 568-585, August.
    17. Kunze, Astrid, 2002. "The Timing of Careers and Human Capital Depreciation," IZA Discussion Papers 509, Institute of Labor Economics (IZA).
    18. Polachek,Solomon W. & Siebert,W. Stanley, 1993. "The Economics of Earnings," Cambridge Books, Cambridge University Press, number 9780521367288, October.
    19. Ruppert,David & Wand,M. P. & Carroll,R. J., 2003. "Semiparametric Regression," Cambridge Books, Cambridge University Press, number 9780521785167, October.
    20. Burgess, Simon & Gregg, Paul & Propper, Carol & Washbrook, Elizabeth, 2008. "Maternity rights and mothers' return to work," Labour Economics, Elsevier, vol. 15(2), pages 168-201, April.
    21. Gutierrez-Domenech, Maria, 2005. "Employment after motherhood: a European comparison," Labour Economics, Elsevier, vol. 12(1), pages 99-123, February.
    22. Munasinghe, Lalith & Reif, Tania & Henriques, Alice, 2008. "Gender gap in wage returns to job tenure and experience," Labour Economics, Elsevier, vol. 15(6), pages 1296-1316, December.
    23. Wong, Chi-ming & Kohn, Robert, 1996. "A Bayesian approach to additive semiparametric regression," Journal of Econometrics, Elsevier, vol. 74(2), pages 209-235, October.
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    More about this item

    Keywords

    Additive Mixed Models; Dynamic Effects; Maternity Leave; Panel Data; Employment Interruption; Wage Profiles; Female Labour Supply;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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