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Duration of Maternity Leave in Germany: A Case Study of Nonparametric Hazard Models and Penalized Splines

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  • Torben Kuhlenkasper
  • Göran Kauermann
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    Abstract

    The paper investigates maternity leave behavior in West Germany for females being employed between 1995 and 2006 using data from the German Socio Economic Panel. The observational study focuses on the investigation of individual and family-related covariate effects on the duration of maternity leave following first or second childbirth, respectively. Dynamic duration time models are used in which covariate effects are allowed to vary smoothly with duration of being in maternity leave. The intention of the paper is to demonstrate with state of the art models how effects of covariables change over time and to analyse substantial differences between maternity leaves following first and second childbirth. Particularly the personal income of mothers and the educational attainment influence the decision when to return into employment. The leave period following second birth is influenced by the mothers' attachment to the labour market between their two maternity leave periods. As fitting routine penalized spline smoothing effects is employed using available software in R (www.r-project.org).

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    File URL: http://www.diw.de/documents/publikationen/73/diw_02.c.242840.de/diw_sp0213.pdf
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    Bibliographic Info

    Paper provided by DIW Berlin, The German Socio-Economic Panel (SOEP) in its series SOEPpapers on Multidisciplinary Panel Data Research with number 213.

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    Length: 28 p.
    Date of creation: 2009
    Date of revision:
    Handle: RePEc:diw:diwsop:diw_sp213

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    Related research

    Keywords: Duration time models; dynamic effects; maternity leave; Panel data; employment transition;

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    References

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    1. Gutierrez-Domenech, Maria, 2005. "Employment after motherhood: a European comparison," Labour Economics, Elsevier, vol. 12(1), pages 99-123, February.
    2. Olympia Bover & Manuel Arellano & Samuel Bentolila, 2002. "Unemployment Duration, Benefit Duration and the Business Cycle," Economic Journal, Royal Economic Society, vol. 112(479), pages 223-265, April.
    3. Bernd Fitzenberger & Reinhold Schnabel & Gaby Wunderlich, 2004. "The gender gap in labor market participation and employment: A cohort analysis for West Germany," Journal of Population Economics, Springer, vol. 17(1), pages 83-116, February.
    4. Kauermann, Goran & Khomski, Pavel, 2006. "Additive two-way hazards model with varying coefficients," Computational Statistics & Data Analysis, Elsevier, vol. 51(3), pages 1944-1956, December.
    5. Gustafsson, Siv S, et al, 1996. "Women's Labor Force Transitions in Connection with Childbirth: A Panel Data Comparison between Germany, Sweden and Great Britain," Journal of Population Economics, Springer, vol. 9(3), pages 223-46, August.
    6. 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.
    7. Fitzenberger, Bernd & Wunderlich, Gaby, 2002. "The changing life cycle pattern in female employment: a comparison of Germany and the UK," ZEW Discussion Papers 02-70, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
    8. Kauermann, Goran, 2005. "Penalized spline smoothing in multivariable survival models with varying coefficients," Computational Statistics & Data Analysis, Elsevier, vol. 49(1), pages 169-186, April.
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    Cited by:
    1. Franz, Nele, 2014. "Maternity leave and its consequences for subsequent careers in Germany," CIW Discussion Papers 1/2014, University of Münster, Center for Interdisciplinary Economics (CIW).

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