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Kids or Courses? Gender Differences in the Effects of Active Labor Market Policies

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  • Michael Lechner

    ()

  • Stephan Wiehler

    ()

Abstract

This paper investigates active labor market programs in Austria with a special emphasis on male-female effect heterogeneity. On average, we find only small effects, if any, for most of the programs. A crucial advantage of the large and informative administrative data we use is that it provides records about pregnancies and times of parental leave, in addition to the information that can typically be found in European administrative data sources used for evaluating active labour market policies. We show that these variables play a key role in removing selection bias and defining outcome variables which may explain why other similar studies found such programs to be more effective for women than for men. In particular for younger women a key effect of the programs is to reduce or postpone pregnancies and to increase the attachment to the labor force. After taking into account gender specific selection effects and the effects of the programs on pregnancies, gender differences (almost) disappear.

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Bibliographic Info

Paper provided by Department of Economics, University of St. Gallen in its series University of St. Gallen Department of Economics working paper series 2007 with number 2007-08.

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Length: 37 pages
Date of creation: Apr 2007
Date of revision:
Handle: RePEc:usg:dp2007:2007-08

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Keywords: Active Labor market policy; matching estimation; program evaluation; panel data;

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References

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  1. Gerfin, Michael & Lechner, Michael & Steiger, Heidi, 2002. "Does subsidised temporary employment get the unemployed back to work? An econometric analysis of two different schemes," 10th International Conference on Panel Data, Berlin, July 5-6, 2002 A2-2, International Conferences on Panel Data.
  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, 08.
  3. van Ours, Jan C., 2004. "The locking-in effect of subsidized jobs," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 37-55, March.
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  5. Marco Caliendo & Reinhard Hujer & Stephan Thomsen, 2008. "Identifying effect heterogeneity to improve the efficiency of job creation schemes in Germany," Applied Economics, Taylor & Francis Journals, vol. 40(9), pages 1101-1122.
  6. Conny Wunsch & Michael Lechner, 2007. "What Did All the Money Do? On the General Ineffectiveness of Recent West German Labour Market Programmes," University of St. Gallen Department of Economics working paper series 2007 2007-19, Department of Economics, University of St. Gallen.
  7. Joffe, Marshall M. & Ten Have, Thomas R. & Feldman, Harold I. & Kimmel, Stephen E., 2004. "Model Selection, Confounder Control, and Marginal Structural Models: Review and New Applications," The American Statistician, American Statistical Association, vol. 58, pages 272-279, November.
  8. J. Kluve & H. Lehmann & C. M. Schmidt, 2007. "Disentangling Treatment Effects of Active Labor Market Policies: The Role of Labor Force Status Sequences," Working Papers 620, Dipartimento Scienze Economiche, Universita' di Bologna.
  9. Kluve, Jochen & Lehmann, Hartmut & Schmidt, Christoph M., 1999. "Active Labor Market Policies in Poland: Human Capital Enhancement, Stigmatization or Benefit Churning," IZA Discussion Papers 30, Institute for the Study of Labor (IZA).
  10. Lechner, Michael, 1999. "Earnings and Employment Effects of Continuous Off-the-Job Training in East Germany after Unification," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 74-90, January.
  11. Daniel Friedlander & David H. Greenberg & Philip K. Robins, 1997. "Evaluating Government Training Programs for the Economically Disadvantaged," Journal of Economic Literature, American Economic Association, vol. 35(4), pages 1809-1855, December.
  12. Ours, J.C. van, 2004. "The locking-in effect of subsidized jobs," Open Access publications from Tilburg University urn:nbn:nl:ui:12-140882, Tilburg University.
  13. Bergemann, Annette & van den Berg, Gerard, 2007. "Active labor market policy effects for women in Europe - a survey," Working Paper Series 2007:3, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  14. Michael Lechner & Ruth Miquel & Conny Wunsch, 2005. "The Curse and Blessing of Training the Unemployed in a Changing Economy: The Case of East Germany after Unification," University of St. Gallen Department of Economics working paper series 2005 2005-15, Department of Economics, University of St. Gallen.
  15. Michael Lechner & Conny Wunsch, 2006. "Active Labour Market Policy in East Germany: Waiting for the Economy to Take Off," University of St. Gallen Department of Economics working paper series 2006 2006-24, Department of Economics, University of St. Gallen.
  16. Dehejia, R.H. & Wahba, S., 1998. "Propensity Score Matching Methods for Non-Experimental Causal Studies," Discussion Papers 1998_02, Columbia University, Department of Economics.
  17. Marco Caliendo & Reinhard Hujer & Stephan L. Thomsen, 2006. "Sectoral Heterogeneity in the Employment Effects of Job Creation Schemes in Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 226(2), pages 139-179, March.
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  19. Rafael Lalive & Jan C. van Ours & Josef Zweimueller, . "The Impact of Active Labor Market Programs on the Duration of Unemployment," IEW - Working Papers 041, Institute for Empirical Research in Economics - University of Zurich.
  20. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097 Elsevier.
  21. Weber, Andrea & Hofer, Helmut, 2004. "Are Job Search Programs a Promising Tool? A Microeconometric Evaluation for Austria," IZA Discussion Papers 1075, Institute for the Study of Labor (IZA).
  22. Gerfin, Michael & Lechner, Michael, 2000. "Microeconometric Evaluation of the Active Labour Market Policy in Switzerland," IZA Discussion Papers 154, Institute for the Study of Labor (IZA).
  23. Carling, Kenneth & Richardson, Katarina, 2004. "The relative efficiency of labor market programs: Swedish experience from the 1990s," Labour Economics, Elsevier, vol. 11(3), pages 335-354, June.
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  25. 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.
  26. Reinhard Hujer & Stephan Thomsen & Christopher Zeiss, 2006. "The effects of vocational training programmes on the duration of unemployment in Eastern Germany," AStA Advances in Statistical Analysis, Springer, vol. 90(2), pages 299-321, June.
  27. Forslund, Anders & Johansson, Per & Lindqvist, Linus, 2004. "Employment subsidies - A fast lane from unemployment to work?," Working Paper Series 2004:18, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  28. Michael Lechner & Conny Wunsch, 2009. "Active labour market policy in East Germany," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 17(4), pages 661-702, October.
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Citations

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Cited by:
  1. Emilia Del Bono & Andrea Weber & Rudolf Winter-Ebmer, 2008. "Clash of Career and Family - Fertility Decisions after Job Displacement," Ruhr Economic Papers 0039, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  2. Lechner, Michael & Wunsch, Conny, 2013. "Sensitivity of matching-based program evaluations to the availability of control variables," Labour Economics, Elsevier, vol. 21(C), pages 111-121.
  3. Stefanie Behncke & Markus Frölich & Michael Lechner, 2007. "Public Employment Services and Employers: How Important are Networks with Firms?," University of St. Gallen Department of Economics working paper series 2007 2007-33, Department of Economics, University of St. Gallen.
  4. Barış Yörük, 2012. "Do fundraisers select charitable donors based on gender and race? Evidence from survey data," Journal of Population Economics, Springer, vol. 25(1), pages 219-243, January.
  5. Almut Balleer & Ramon Gomez-Salvador & Jarkko Turunen, 2014. "Labour force participation across Europe: a cohort-based analysis," Empirical Economics, Springer, vol. 46(4), pages 1385-1415, June.
  6. Martin Biewen & Bernd Fitzenberger & Aderonke Osikominu & Marie Paul, 2012. "The effectiveness of public sponsored training revisited: The importance of data and methodological choices," ECON - Working Papers 091, Department of Economics - University of Zurich.
  7. Michael Lechner & Stephan Wiehler, 2013. "Does the Order and Timing of Active Labour Market Programmes Matter?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(2), pages 180-212, 04.
  8. Lechner, Michael & Wiehler, Stephan, 2007. "Does the Order and Timing of Active Labor Market Programs Matter?," IZA Discussion Papers 3092, Institute for the Study of Labor (IZA).

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