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Unemployment Duration in Germany – A comprehensive study with dynamic hazard models and P-Splines

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  • Torben Kuhlenkasper

    (Hamburg Institute of International Economics (HWWI))

  • Max Friedrich Steinhardt

    ()
    (Hamburg Institute of International Economics (HWWI) Hamburg, Germany & Centro Studi Luca d‘Agliano, Italy)

Abstract

This paper makes use of data from the German socio-economic panel to gain new insights into the determinants of unemployment duration in Germany. Due to substantial differences with respect to labour market outcomes we follow a stratified approach with respect to gender and ethnicity. To analyze unemployment duration comprehensively, dynamic duration time models are used in which covariate e.ects are allowed to vary smoothly with unemployment duration and others enter the model in an a-priori unspecified functional form. We control for unobserved heterogeneity by following a modern frailty approach. As fitting routine we employ penalized spline smoothing effects using available software in R. We demonstrate with state-of-the-art regression models how effects of covariables change, either over duration time or within their domain and reveal substantial differences across gender and ethnicities for the German labour market. Among others we find large effects of family characteristics for women and a minor importance of formal qualifications for immigrants.

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Bibliographic Info

Paper provided by Norface Research Programme on Migration, Department of Economics, University College London in its series Norface Discussion Paper Series with number 2011018.

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Date of creation: Oct 2011
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Handle: RePEc:nor:wpaper:2011018

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Keywords: Unemployment; Duration Time Models; Dynamic Effets; Penalized Splines; German Socio-Economic Panel; Ethnic Labour Market Segmentation;

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  1. Kaas, Leo & Manger, Christian, 2010. "Ethnic Discrimination in Germany's Labour Market: A Field Experiment," IZA Discussion Papers 4741, Institute for the Study of Labor (IZA).
  2. Göran Kauermann & Jean D. Opsomer, 2011. "Data-driven selection of the spline dimension in penalized spline regression," Biometrika, Biometrika Trust, vol. 98(1), pages 225-230.
  3. Steinhardt Max Friedrich, 2011. "The Wage Impact of Immigration in Germany - New Evidence for Skill Groups and Occupations," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-35, June.
  4. 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.
  5. Gerard J, Van den Berg & Bas Van der Klmaauw, 1998. "Combining Micro and Macro Unemployment Duration Data," Working Papers 98-58, Centre de Recherche en Economie et Statistique.
  6. Daniel Aaronson & Bhashkar Mazumder & Shani Schechter, 2010. "What is behind the rise in long-term unemployment?," Economic Perspectives, Federal Reserve Bank of Chicago, issue Q II, pages 28-51.
  7. 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).
  8. 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.
  9. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
  10. Steiner, Viktor, 2001. " Unemployment Persistence in the West German Labour Market: Negative Duration Dependence or Sorting?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(1), pages 91-113, February.
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Cited by:
  1. Ieva Brauksa & Ludmila Fadejeva, 2013. "Internal Labour Market Mobility in 2005-2011: The Case of Latvia," Working Papers 2013/02, Latvijas Banka.
  2. Hillmann, Katja & Hohenleitner, Ingrid, 2012. "Impact of benefit sanctions on unemployment outflow: Evidence from German survey data," HWWI Research Papers 129, Hamburg Institute of International Economics (HWWI).

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