Disentangling Treatment Effects of Polish Active Labor Market Policies: Evidence from Matched Samples

58 Pages Posted: 14 Sep 2001

See all articles by Jochen Kluve

Jochen Kluve

Humboldt University of Berlin; RWI; IZA

Hartmut Lehmann

University of Bologna - School of Economics, Management, and Statistics; IZA Institute of Labor Economics

Christoph M. Schmidt

RWI - Leibniz-Insitut für Wirtschaftsforschung (RWI Essen); Ruhr-Universität Bochum (RUB); Institute for the Study of Labor (IZA); Centre for Economic Policy Research (CEPR)

Date Written: September 2001

Abstract

This paper estimates causal effects of two Polish active labor market policies - Training and Intervention Works - on employment probabilities. Using data from the 18th wave of the Polish Labor Force Survey we discuss three stages of an appropriately designed matching procedure and demonstrate how the method succeeds in balancing relevant covariates. The validity of this approach is illustrated using the estimated propensity score as a summary measure of balance. We implement a conditional difference-in-differences estimator of treatment effects based on individual trinomial sequences of pre-treatment labor market status. Our findings suggest that Training raises employment probability, while Intervention Works seems to lead to a negative treatment effect for men. Furthermore, we find that appropriate subdivision of the matched sample for conditional treatment effect estimation can add considerable insight to the interpretation of results.

Keywords: Active Labor Market Policy, Transition, Exact Matching, Propensity Score

JEL Classification: C41, J68

Suggested Citation

Kluve, Jochen and Lehmann, Hartmut F. and Schmidt, Christoph M., Disentangling Treatment Effects of Polish Active Labor Market Policies: Evidence from Matched Samples (September 2001). IZA Discussion Paper No. 355. Available at SSRN: https://ssrn.com/abstract=283449

Jochen Kluve

Humboldt University of Berlin ( email )

Spandauer Str. 1
Berlin, D-10099
Germany

RWI ( email )

Essen
Germany

IZA

P.O. Box 7240
Bonn, D-53072
Germany

Hartmut F. Lehmann

University of Bologna - School of Economics, Management, and Statistics ( email )

Piazza Scaravilli 1
40126 Bologna, fc 47100
Italy

IZA Institute of Labor Economics

P.O. Box 7240
Bonn, D-53072
Germany

Christoph M. Schmidt (Contact Author)

RWI - Leibniz-Insitut für Wirtschaftsforschung (RWI Essen) ( email )

Hohenzollernstraße 1-3
Essen, 45128
Germany
++49 201 8149-227 (Phone)
++49 201 8149-236 (Fax)

Ruhr-Universität Bochum (RUB)

GC 2/150
Universitätsstr. 150
D-44780 Bochum
Germany

Institute for the Study of Labor (IZA)

P.O. Box 7240
Bonn, D-53072
Germany

Centre for Economic Policy Research (CEPR)

London
United Kingdom

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