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Sectoral Heterogeneity in the Employment Effects of Job Creation Schemes in Germany

Author

Listed:
  • Caliendo Marco

    (Senior Research Associate at the German Institute for Economic Research (DIW) in Berlin, Germany)

  • Hujer Reinhard

    (Professor of Statistics and Econometrics at the J.W.Goethe-University of Frankfurt/Main, Germany)

  • Thomsen Stephan L.

    (Research Assistant at the Institute of Statistics and Econometrics, J.W.Goethe-University of Frankfurt/Main, Germany)

Abstract

Job creation schemes (JCS) have been one important programme of active labour market policy (ALMP) in Germany for a long time. They aim at the re-integration of hard-to-place unemployed individuals into regular employment. A thorough microeconometric evaluation of these programmes was hindered by the fact, that available survey datasets have been too small to account for a possible occurrence of effect heterogeneity. However, identifying effect heterogeneity can help to improve the design and implementation of future programmes. Hence, we use administrative data of the Federal Employment Agency, containing over 11,000 participants to analyse the employment effects of JCS on an individual level. We focus explicitly on effect heterogeneity caused by differences in the implementation of programmes, whereas we analysed these effects with respect to group-specific and regional heterogeneity in a previous paper. At first, we evaluate the effects with respect to the economic sector in which the JCS are accomplished. Second, we analyse if different types of support lead to different effects. Finally, we examine if there are varying effects which can be attributed to different implementing institutions. The results are rather discouraging and show that JCS are in general not able to improve the re-integration chances of participants into regular employment.

Suggested Citation

  • Caliendo Marco & Hujer Reinhard & Thomsen Stephan L., 2006. "Sectoral Heterogeneity in the Employment Effects of Job Creation Schemes in Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 226(2), pages 139-179, April.
    • Handle: RePEc:jns:jbstat:v:226:y:2006:i:2:p:139-179
    DOI: 10.1515/jbnst-2006-0203
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    References listed on IDEAS

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    1. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    2. Michael Lechner & Ruth Miquel & Conny Wunsch, 2011. "Long‐Run Effects Of Public Sector Sponsored Training In West Germany," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 742-784, August.
    3. Michael Gerfin & Michael Lechner, 2002. "A Microeconometric Evaluation of the Active Labour Market Policy in Switzerland," Economic Journal, Royal Economic Society, vol. 112(482), pages 854-893, October.
    4. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003. "Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS," IFS Working Papers W03/20, Institute for Fiscal Studies.
    5. Hujer, Reinhard & Caliendo, Marco & Thomsen, Stephan L., 2004. "New evidence on the effects of job creation schemes in Germany--a matching approach with threefold heterogeneity," Research in Economics, Elsevier, vol. 58(4), pages 257-302, December.
    6. Bernd Fitzenberger & Stefan Speckesser, 2007. "Employment effects of the provision of specific professional skills and techniques in Germany," Empirical Economics, Springer, vol. 32(2), pages 529-573, May.
    7. Lechner Michael & Miquel Ruth & Wunsch Conny, 2007. "The Curse and Blessing of Training the Unemployed in a Changing Economy: The Case of East Germany After Unification," German Economic Review, De Gruyter, vol. 8(4), pages 468-509, December.
    8. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    9. Eichler, Martin & Lechner, Michael, 2002. "An evaluation of public employment programmes in the East German State of Sachsen-Anhalt," Labour Economics, Elsevier, vol. 9(2), pages 143-186, April.
    10. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    11. Fredriksson, Peter & Johansson, Per, 2004. "Dynamic Treatment Assignment – The Consequences for Evaluations Using Observational Data," IZA Discussion Papers 1062, Institute of Labor Economics (IZA).
    12. Kraus, Florian & Puhani, Patrick A. & Steiner, Viktor, 1998. "Do public works programs work? Some unpleasant results from the East German experience," ZEW Discussion Papers 98-07, ZEW - Leibniz Centre for European Economic Research.
    13. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    14. Marco Caliendo & Reinhard Hujer & Stephan L. Thomsen, 2008. "The employment effects of job-creation schemes in Germany: A microeconometric evaluation," Advances in Econometrics, in: Modelling and Evaluating Treatment Effects in Econometrics, pages 381-428, Emerald Group Publishing Limited.
    15. James J. Heckman & Jeffrey A. Smith, 1999. "The Pre-Program Earnings Dip and the Determinants of Participation in a Social Program: Implications for Simple Program Evaluation Strategies," NBER Working Papers 6983, National Bureau of Economic Research, Inc.
    16. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    17. D. Firth & C. Payne & J. Payne, 1999. "Efficacy of programmes for the unemployed: discrete time modelling of duration data from a matched‐comparison study," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 162(1), pages 111-120.
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