Evaluation von Maßnahmen der aktiven Arbeitsmarktpolitik mit Hilfe eines iterativen Matching-Algorithmus - Eine Fallstudie über langzeitarbeitslose Maßnahmeteilnehmer in Sachsen
The paper evaluates the effects of two labor market programs in Germany, namely the Job Creation- /Structural Adjustment Scheme and Vocational Training, on the unemployment duration of long term unemployed persons. The study uses data from the Mikrozensus Sachsen. A two step Nearest-Neighbor-Matching is employed to solve the sample selection problem. The first step is the estimation of the participation tendency to obtain potential pairs and to compute their Mahalanobis distances. For the assignment of pairs in the second step two different procedures are used: a standard technique and a new one - the iterative improvement of an initial assignment. This process is superior to the standard matching algorithms in the sense that it allows for a closer match between participants and non-participants. Including additional information about a person’s employment history enables us to eliminate the bias due to unobservables. The impact of participation in a labor market program is evaluated by comparing the unemployment duration between both groups using the Cox Proportional Hazard Model. Overall we find empirical evidence that both participation in Job Creation- /Structural Adjustment Scheme and Vocational Training result in even longer unemployment.
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- 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.
- Hujer, Reinhard & Caliendo, Marco & Thomsen, Stephan L., 2003. "New Evidence on the Effects of Job Creation Schemes in Germany - A Matching Approach with Threefold Heterogeneity," IZA Discussion Papers 750, Institute for the Study of Labor (IZA).
- 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.
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"Employment Effects of Publicly Financed Training Programs - The East German Experience,"
Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik),
Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 219(1+2), pages 216-248, July.
- 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.
- Björn Christensen, 2001. "Berufliche Weiterbildung und Arbeitsplatzrisiko: Ein Matching-Ansatz," Kiel Working Papers 1033, Kiel Institute for the World Economy.
- Ham, John C & LaLonde, Robert J, 1996. "The Effect of Sample Selection and Initial Conditions in Duration Models: Evidence from Experimental Data on Training," Econometrica, Econometric Society, vol. 64(1), pages 175-205, January.
- Eichler, Martin & Lechner, Michael, 1999.
"An Evaluation of Public Employment Programmes in the East German State of Sachsen-Anhalt,"
IZA Discussion Papers
94, Institute for the Study of Labor (IZA).
- 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.
- Lechner, Michael, 1999.
"An Evaluation of Public-Sector-Sponsored Continuous Vocational Training Programs in East Germany,"
IZA Discussion Papers
93, Institute for the Study of Labor (IZA).
- 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.
- Lechner, Michael, 1996. "An Evaluation of Public Sector Sponsored Continuous Vocational Training Programs in East Germany," Discussion Papers 539, Institut fuer Volkswirtschaftslehre und Statistik, Abteilung fuer Volkswirtschaftslehre.
- Schmidt, Christoph M., 1999.
"Knowing What Works: The Case for Rigorous Program Evaluation,"
IZA Discussion Papers
77, Institute for the Study of Labor (IZA).
- Schmidt, Christoph M, 2001. "Knowing What Works. The Case for Rigorous Programme Evaluation," CEPR Discussion Papers 2826, C.E.P.R. Discussion Papers.
- 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).
- 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).
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