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Evaluation of Further Training Programmes with an Optimal Matching Algorithm

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Author Info

  • Eva Reinowski
  • Birgit Schultz
  • Jürgen Wiemers

Abstract

This paper evaluates the effects of further training on the unemployment duration of different groups of persons representing individual characteristics and some aspects of the economic environment. The Micro Census Saxony enables us to include the employment history as a proxy for unobserved variables and to avoid Ashenfelters Dip. We employ an optimal full matching assignment, which is superior to greedy pair matching in the sense that it avoids the loss of observations due to the design of the algorithm. Overall, we find empirical evidence that participation in further training programmes results in even longer unemployment, with only gradual differences.

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File URL: http://www.sjes.ch/papers/2005-IV-4.pdf
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Bibliographic Info

Article provided by Swiss Society of Economics and Statistics (SSES) in its journal Swiss Journal of Economics and Statistics.

Volume (Year): 141 (2005)
Issue (Month): IV (December)
Pages: 585-616

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Handle: RePEc:ses:arsjes:2005-iv-4

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Related research

Keywords: Evaluation; Further Training; Optimal Full Matching; Duration Analysis;

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References

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  1. Ashenfelter, Orley C, 1978. "Estimating the Effect of Training Programs on Earnings," The Review of Economics and Statistics, MIT Press, vol. 60(1), pages 47-57, February.
  2. Michael Lechner, 2000. "An Evaluation of Public-Sector-Sponsored Continuous Vocational Training Programs in East Germany," Journal of Human Resources, University of Wisconsin Press, vol. 35(2), pages 347-375.
  3. Eva Reinowski & Birgit Schultz & Jürgen Wiemers, 2005. "Evaluation of Further Training Programmes with an Optimal Matching Algorithm," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 141(IV), pages 585-616, December.
  4. Bergemann, Annette & Fitzenberger, Bernd & Speckesser, Stefan, 2005. "Evaluating the Dynamic Employment Effects of Training Programs in East Germany Using Conditional Difference-in-Differences," IZA Discussion Papers 1848, Institute for the Study of Labor (IZA).
  5. Martin Eichler & Michael Lechner, 2000. "Some Econometric Evidence on the Effectiveness of Active Labour Market Programmes in East Germany," William Davidson Institute Working Papers Series 318, William Davidson Institute at the University of Michigan.
  6. Hujer, Reinhard & Wellner, Marc, 2000. "The Effects of Public Sector Sponsored Training on Individual Employment Performance in East Germany," IZA Discussion Papers 141, Institute for the Study of Labor (IZA).
  7. Kraus, Florian & Puhani, Patrick A. & Steiner, Viktor, 1997. "Employment Effects of Publicly Financed Training Programs The East German Experience," ZEW Discussion Papers 97-33, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  8. 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.
  9. Hujer, Reinhard & Caliendo, Marco, 2000. "Evaluation of Active Labour Market Policy: Methodological Concepts and Empirical Estimates," IZA Discussion Papers 236, Institute for the Study of Labor (IZA).
  10. 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.
  11. Heckman, James J & Ichimura, Hidehiko & Todd, Petra E, 1997. "Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 605-54, October.
  12. Fitzenberger, Bernd & Prey, Hedwig, 2000. "Evaluating Public Sector Sponsored Training in East Germany," Oxford Economic Papers, Oxford University Press, vol. 52(3), pages 497-520, July.
  13. Björn Christensen, 2001. "Berufliche Weiterbildung und Arbeitsplatzrisiko: Ein Matching-Ansatz," Kiel Working Papers 1033, Kiel Institute for the World Economy.
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Citations

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Cited by:
  1. Jochen Kluve & Lena Jacobi, 2006. "Before and After the Hartz Reforms: The Performance of Active Labour Market Policy in Germany," RWI Discussion Papers 0041, Rheinisch-Westfälisches Institut für Wirtschaftsforschung.
  2. Jacobi, Lena & Kluve, Jochen, 2007. "Before and after the Hartz reforms: The performance of active labour market policy in Germany," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 40(1), pages 45-64.
  3. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
  4. Eva Reinowski & Birgit Schultz & Jürgen Wiemers, 2005. "Evaluation of Further Training Programmes with an Optimal Matching Algorithm," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 141(IV), pages 585-616, December.
  5. Schultz, Birgit & Wilde, Joachim, 2008. "Vergleich der Weiterbildungsaktivitäten von Arbeitslosen und Vollzeiterwerbstätigen (Comparing the training activities of unemployed and full-time employed people)," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 41(1), pages 41-52.
  6. Eva Reinowski & Birgit Schultz, 2006. "Microeconometric Evaluation of Selected ESF-funded ALMP-Programmes," IWH Discussion Papers 17, Halle Institute for Economic Research.
  7. Schneider, Hilmar & Brenke, Karl & Jesske, Birgit & Kaiser, Lutz C. & Rinne, Ulf & Schneider, Marc & Steinwede, Jacob & Uhlendorff, Arne, 2007. "Report No. 10: Evaluation der Maßnahmen zur Umsetzung der Vorschläge der Hartz-Kommission - Bericht 2006," IZA Research Reports 10, Institute for the Study of Labor (IZA).
  8. Eva Reinowski, 2004. "Mikroökonometrische Evaluation und das Selektionsproblem – Ein anwendungsorientierter Überblick über nichtparametrische Lösungsverfahren –," IWH Discussion Papers 200, Halle Institute for Economic Research.
  9. Birgit Schultz, 2006. "Mikrooekonometrische Evaluation der oekonomischen Wirkungen betrieblicher Mitbestimmung - Moeglichkeiten und Grenzen des Matching-Ansatzes," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 226(5), pages 519-536, September.
  10. Birgit Schultz, 2006. "Möglichkeiten und Grenzen des Matching-Ansatzes – am Beispiel der betrieblichen Mitbestimmung," IWH Discussion Papers 15, Halle Institute for Economic Research.
  11. repec:iab:iabzaf:v:40:i:1:p:45-64 is not listed on IDEAS
  12. repec:iab:iabzaf:v:41:i:1:p:41-52 is not listed on IDEAS

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