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Estimating the Effect of Training on Unemployment Duration in West Germany - A Discrete Hazard-Rate Model with Instrumental Variables

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Author Info
R. Hujer (Johann Wolfgang Goethe-University, Frankfurt/Main)
K.-O. Maurer (Johann Wolfgang Goethe-University, Frankfurt/Main)
M. Wellner (Johann Wolfgang Goethe-University, Frankfurt/Main)
Abstract

We estimate a semiparametric single-risk discrete-time duration model to assess the effect of vocational training on the duration of unemployment spells. The data basis used in this study is the German Socio-Economic- Panel (GSOEP) for West Germany for the period from 1986 to 1994. To take into account a possible selection bias ac-tual participation in vocational training is instrumented using estimates of a random-effects probit model for the participation in qualification measures. Our main results show that training does have a significant short term effect of reducing unemploy-ment duration but that this effect does not persist in the long run.

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Paper provided by EconWPA in its series Econometrics with number 9704001.

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Length: 37 pages
Date of creation: 29 Apr 1997
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Handle: RePEc:wpa:wuwpem:9704001

Note: 37 pages, 5 figures, 4 tables
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Find related papers by JEL classification:
C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis
J20 - Labor and Demographic Economics - - Demand and Supply of Labor - - - General
J64 - Labor and Demographic Economics - - Mobility, Unemployment, and Vacancies - - - Unemployment: Models, Duration, Incidence, and Job Search

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Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

  1. Meyer, Bruce D, 1990. "Unemployment Insurance and Unemployment Spells," Econometrica, Econometric Society, vol. 58(4), pages 757-82, July. [Downloadable!] (restricted)
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  2. Heckman, James J & Smith, Jeffrey A, 1995. "Assessing the Case for Social Experiments," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 85-110, Spring. [Downloadable!] (restricted)
  3. Hsiao, C., 1992. "Logit and Probit Models," Papers 9210, Southern California - Department of Economics.
  4. Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267. [Downloadable!] (restricted)
  5. Gritz, R. Mark, 1993. "The impact of training on the frequency and duration of employment," Journal of Econometrics, Elsevier, vol. 57(1-3), pages 21-51. [Downloadable!] (restricted)
  6. Narendranathan, W & Stewart, Mark B, 1993. "How Does the Benefit Effect Vary as Unemployment Spells Lengthen?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(4), pages 361-81, Oct.-Dec.. [Downloadable!] (restricted)
  7. Lechner, Michael, . "The Effects of Enterprise-Related Continuous Vocational Training in East Germany on Individual Employment and Earnings," IVS discussion paper series 542, Institut für Volkswirtschaft und Statistik (IVS), University of Mannheim.
  8. Torelli, Nicola & Trivellato, Ugo, 1993. "Modelling inaccuracies in job-search duration data," Journal of Econometrics, Elsevier, vol. 59(1-2), pages 187-211, September. [Downloadable!] (restricted)
  9. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-64, May. [Downloadable!] (restricted)
  10. Elbers, Chris & Ridder, Geert, 1982. "True and Spurious Duration Dependence: The Identifiability of the Proportional Hazard Model," Review of Economic Studies, Blackwell Publishing, vol. 49(3), pages 403-09, July. [Downloadable!] (restricted)
  11. James J. Heckman, 1989. "Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The Case of Manpower Training," NBER Working Papers 2861, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  12. R. Hujer & K.-O. Maurer & M. Wellner, 1997. "The Impact of Training on Unemployment Duration in West Germany -Combining a Discrete Hazard Rate Model with Matching Techniques-," Econometrics 9705001, EconWPA. [Downloadable!]
  13. Michael Lechner, 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). [Downloadable!]
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  14. Lancaster, Tony, 1979. "Econometric Methods for the Duration of Unemployment," Econometrica, Econometric Society, vol. 47(4), pages 939-56, July. [Downloadable!] (restricted)
  15. White, Halbert, 1982. "Maximum Likelihood Estimation of Misspecified Models," Econometrica, Econometric Society, vol. 50(1), pages 1-25, January. [Downloadable!] (restricted)
  16. Heckman, James J. & Singer, Burton, 1984. "Econometric duration analysis," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 63-132. [Downloadable!] (restricted)
  17. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-60, November. [Downloadable!] (restricted)
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  18. 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. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. 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. [Downloadable!]
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