IDEAS home Printed from https://ideas.repec.org/p/zbw/hwwirp/2-18.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/48253/1/664029019.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    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, March.
    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.
    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.
    19. Ruppert,David & Wand,M. P. & Carroll,R. J., 2003. "Semiparametric Regression," Cambridge Books, Cambridge University Press, number 9780521785167.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Shafi, Maryam & Asghar, Zahid, 2015. "Tax Policy and Economic Growth: A Semi-Parametric Approach Using AMT," MPRA Paper 66662, University Library of Munich, Germany.
    2. Mariuam SHAFI & Zahid ASGHAR & Saqlain RAZA, 2016. "Analyzing Tax Policy and Economic Growth by Using Semi-Parametric Approach," Journal of Economic and Social Thought, KSP Journals, vol. 3(4), pages 521-533, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nele E. Franz, 2014. "Maternity Leave and Its Consequences for Subsequent Careers in Germany," SOEPpapers on Multidisciplinary Panel Data Research 722, DIW Berlin, The German Socio-Economic Panel (SOEP).
    2. Görlich, Dennis & De Grip, Andries, 2007. "Human capital depreciation during family-related career interruptions in male and female occupations," Kiel Working Papers 1379, Kiel Institute for the World Economy (IfW Kiel).
    3. Arthur Charpentier & Emmanuel Flachaire & Antoine Ly, 2017. "Econom\'etrie et Machine Learning," Papers 1708.06992, arXiv.org, revised Mar 2018.
    4. Molina, José Alberto & Montuenga, Víctor M., 2008. "The Motherhood Wage Penalty in a Mediterranean Country: The Case of Spain," IZA Discussion Papers 3574, Institute of Labor Economics (IZA).
    5. M. Ángeles Díaz & Rosario Sánchez, 2013. "Young Workers, Marital Status And Wage Gap," Revista de Economia Aplicada, Universidad de Zaragoza, Departamento de Estructura Economica y Economia Publica, vol. 21(1), pages 57-70, Spring.
    6. Claudia Olivetti, 2006. "Changes in Women's Hours of Market Work: The Role of Returns to Experience," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 9(4), pages 557-587, October.
    7. Solomon Polachek, 2003. "Mincer's Overtaking Point and the Life Cycle Earnings Distribution," Review of Economics of the Household, Springer, vol. 1(4), pages 273-304, December.
    8. Eva M. Berger & Luke Haywood, 2016. "Locus of Control and Mothers’ Return to Employment," Journal of Human Capital, University of Chicago Press, vol. 10(4), pages 442-481.
    9. Bick, Alexander, 2010. "The quantitative role of child care for female labor force participation and fertility," MPRA Paper 25474, University Library of Munich, Germany.
    10. Arthur Charpentier & Emmanuel Flachaire & Antoine Ly, 2018. "Économétrie & Machine Learning," Working Papers hal-01568851, HAL.
    11. Schönberg, Uta & Ludsteck, Johannes, 2007. "Maternity Leave Legislation, Female Labor Supply, and the Family Wage Gap," IZA Discussion Papers 2699, Institute of Labor Economics (IZA).
    12. Jan Ondrich & Katharina C. Spieß & Qing Yang, 2002. "The Effect of Maternity Leave on Women's Pay in Germany 1984-1994," Discussion Papers of DIW Berlin 289, DIW Berlin, German Institute for Economic Research.
    13. Polachek, Solomon W., 2008. "Earnings Over the Life Cycle: The Mincer Earnings Function and Its Applications," Foundations and Trends(R) in Microeconomics, now publishers, vol. 4(3), pages 165-272, April.
    14. Mette Ejrnæs & Astrid Kunze, 2002. "Wage dips and drops around the first birth," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 C2-4, International Conferences on Panel Data.
    15. Astrid Kunze, 2017. "Types of absence from work and wages of young workers with apprenticeship training," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 51(1), pages 1-14, December.
    16. Bick, Alexander, 2011. "The quantitative role of child care for female labor force participation and fertility," MPRA Paper 31713, University Library of Munich, Germany.
    17. Plamen Nikolov & Nusrat Jimi, 2018. "What factors drive individual misperceptions of the returns to schooling in Tanzania? Some lessons for education policy," Applied Economics, Taylor & Francis Journals, vol. 50(44), pages 4705-4723, September.
    18. Franz, Nele, 2011. "Geschlechtsspezifische Verdienstunterschiede und Diskriminierung am Arbeitsmarkt: Eine Untersuchung unter Berücksichtigung von Voll- und Teilzeitarbeit," CIW Discussion Papers 11/2011, University of Münster, Center for Interdisciplinary Economics (CIW).
    19. Potrafke, Niklas, 2012. "Unemployment, human capital depreciation and pension benefits: an empirical evaluation of German data," Journal of Pension Economics and Finance, Cambridge University Press, vol. 11(2), pages 223-241, April.
    20. José Molina & Víctor Montuenga, 2009. "The Motherhood Wage Penalty in Spain," Journal of Family and Economic Issues, Springer, vol. 30(3), pages 237-251, September.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:zbw:hwwirp:2-18. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/hwwiide.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.