Duration of Maternity Leave in Germany: A Case Study of Nonparametric Hazard Models and Penalized Splines
AbstractThe 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).
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by DIW Berlin, The German Socio-Economic Panel (SOEP) in its series SOEPpapers on Multidisciplinary Panel Data Research with number 213.
Length: 28 p.
Date of creation: 2009
Date of revision:
Duration time models; dynamic effects; maternity leave; Panel data; employment transition;
Find related papers by 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
- C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
- 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
- J60 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - General
This paper has been announced in the following NEP Reports:
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- 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.
- 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, 08.
- 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.
- Fitzenberger, Bernd & Schnabel, Reinhold & Wunderlich, Gaby, 2001. "The gender gap in labor market participation and employment: a cohort analysis for West Germany," ZEW Discussion Papers 01-47, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- 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.
- 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.
- Siv S. Gustafsson & Shirley Dex & Cécile M. M. P. Wetzels & Jan Dirk Vlasblom, 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 223-246.
- Gutierrez-Domenech, Maria, 2005. "Employment after motherhood: a European comparison," Labour Economics, Elsevier, vol. 12(1), pages 99-123, February.
- 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.
- Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP): Scope, Evolution and Enhancements," SOEPpapers on Multidisciplinary Panel Data Research 1, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Arellano, Manuel & Bentolila, Samuel & Bover, Olympia, 1998.
"Unemployment Duration, Benefit Duration and the Business Cycle,"
CEPR Discussion Papers
1840, C.E.P.R. Discussion Papers.
- 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.
- Bover, O. & Arellano, M. & Bentolila, S., 1997. "Unemployment Duration, Benefit Duration, and the Business Cycle," Papers 9717, Centro de Estudios Monetarios Y Financieros-.
- 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.
- 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).
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Bibliothek).
If references are entirely missing, you can add them using this form.