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Vocational Training: Does it speed up the Transition Rate out of Unemployment?

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  • Bart Cockx

    (IRES and Department of Economics, Université Catholique de Louvain)

  • Isabelle Bardoulat

    (IRES and Department of Economics, Université Catholique de Louvain)

Abstract

In this paper we estimate, for the 1989-93 period in Belgium, the effect of vocational classroom training on therate of transition out of unemployment. We show that rationing of the demand for training increases theunemployment duration of non-participants, an effect neglected in programme evaluations. We propose a "controlfunction" estimator accounting for variable treatment effects and identifying the average treatment effect on thetreated by means of exogenous sub-regional variation in the training capacities. During participation, thetransition rate decreases by 27%. Afterwards it increases by 62%. Making training available for a broader populationwould, however, reduce the effectiveness of the programme.

Suggested Citation

  • Bart Cockx & Isabelle Bardoulat, 2000. "Vocational Training: Does it speed up the Transition Rate out of Unemployment?," Tinbergen Institute Discussion Papers 00-016/3, Tinbergen Institute.
    • Handle: RePEc:tin:wpaper:20000016
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    1. Bart L. W. Cockx, 2000. "Analysis Of Transition Data By The Minimum-Chi-Square Method: An Application To Welfare Spells In Belgium," The Review of Economics and Statistics, MIT Press, vol. 79(3), pages 392-405, August.
    2. Jaap H. Abbring & Gerard J. Berg & Jan C. Ours, 2005. "The Effect of Unemployment Insurance Sanctions on the Transition Rate from Unemployment to Employment," Economic Journal, Royal Economic Society, vol. 115(505), pages 602-630, July.
    3. Davidson, Carl & Woodbury, Stephen A, 1993. "The Displacement Effect of Reemployment Bonus Programs," Journal of Labor Economics, University of Chicago Press, vol. 11(4), pages 575-605, October.
    4. Orley Ashenfelter & Cecilia E. Rouse, 1998. "Schooling, Intelligence, and Income in America: Cracks in the Bell Curve," Working Papers 786, Princeton University, Department of Economics, Industrial Relations Section..
    5. Cockx, Bart & Ridder, Geert, 2001. "Social Employment of Welfare Recipients in Belgium: An Evaluation," Economic Journal, Royal Economic Society, vol. 111(470), pages 322-352, April.
    6. James J. Heckman & Jeffrey Smith & Nancy Clements, 1997. "Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 487-535.
    7. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    8. Heckman, James J & Honore, Bo E, 1990. "The Empirical Content of the Roy Model," Econometrica, Econometric Society, vol. 58(5), pages 1121-1149, September.
    9. Angrist, J.D. & Imbens, G.W., 1991. "Sources of Identifying Information in Evaluation Models," Harvard Institute of Economic Research Working Papers 1568, Harvard - Institute of Economic Research.
    10. Amemiya, Takeshi & Nold, Frederick C, 1975. "A Modified Logit Model: A Note," The Review of Economics and Statistics, MIT Press, vol. 57(2), pages 255-257, May.
    11. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    12. Thierry Magnac, 1997. "State Dependence and Heterogeity in youth Employment Histories," Working Papers 97-47, Center for Research in Economics and Statistics.
    13. Lubyova, Martina & van Ours, Jan C., 1999. "Effects of Active Labor Market Programs on the Transition Rate from Unemployment into Regular Jobs in the Slovak Republic," Journal of Comparative Economics, Elsevier, vol. 27(1), pages 90-112, March.
    14. Abbring, Jaap H. & van den Berg, Gerard J. & van Ours, Jan C., 2002. "The anatomy of unemployment dynamics," European Economic Review, Elsevier, vol. 46(10), pages 1785-1824, December.
    15. Angrist, Joshua D., 1991. "Grouped-data estimation and testing in simple labor-supply models," Journal of Econometrics, Elsevier, vol. 47(2-3), pages 243-266, February.
    16. Curtis Eberwein & John C. Ham & Robert J. Lalonde, 1997. "The Impact of Being Offered and Receiving Classroom Training on the Employment Histories of Disadvantaged Women: Evidence from Experimental Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 655-682.
    17. James J. Heckman, 1991. "Randomization and Social Policy Evaluation Revisited," NBER Technical Working Papers 0107, National Bureau of Economic Research, Inc.
    18. Bruno Van der Linden, 1997. "Effets des formations professionnelles et des aides à l'embauche : exploitation d'une enquête auprès d'employeurs belges," Économie et Prévision, Programme National Persée, vol. 131(5), pages 113-130.
    19. 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 - Leibniz Centre for European Economic Research.
    20. Card, David & Sullivan, Daniel G, 1988. "Measuring the Effect of Subsidized Training Programs on Movements in and out of Employment," Econometrica, Econometric Society, vol. 56(3), pages 497-530, May.
    21. Liliane Bonnal & Denis Fougère & Anne Sérandon, 1997. "Evaluating the Impact of French Employment Policies on Individual Labour Market Histories," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 683-713.
    22. repec:bla:scandj:v:96:y:1994:i:4:p:531-50 is not listed on IDEAS
    23. Stephen W. Salant, 1977. "Search Theory and Duration Data: A Theory of Sorts," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 91(1), pages 39-57.
    24. Michael Lechner, 1999. "Nonparametric bounds on employment and income effects of continuous vocational training in East Germany," Econometrics Journal, Royal Economic Society, vol. 2(1), pages 1-28.
    25. Mortensen, Dale T., 1987. "Job search and labor market analysis," Handbook of Labor Economics, in: O. Ashenfelter & R. Layard (ed.), Handbook of Labor Economics, edition 1, volume 2, chapter 15, pages 849-919, Elsevier.
    26. 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.
    27. James J. Heckman & Jeffrey A. Smith & Christopher Taber, 1996. "What Do Bureaucrats Do? The Effects of Performance Standards and Bureaucratic Preferences on Acceptance into the JTPA Program," NBER Working Papers 5535, National Bureau of Economic Research, Inc.
    28. Cockx, Bart & Van der Linden, Bruno & Karaa, Adel, 1998. "Active Labour Market Policies and Job Tenure," Oxford Economic Papers, Oxford University Press, vol. 50(4), pages 685-708, October.
    29. Thomas Brodaty & Bruno Crépon & Denis Fougère, 2000. "Using Matching Estimators to Evaluate Alternative Youth Employment Programs : Evidence from France, 1986-1988," Working Papers 2000-25, Center for Research in Economics and Statistics.
    30. 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.
    31. Ridder, G, 1986. "An Event History Approach to the Evaluation of Training, Recruitment and Employment Programmes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(2), pages 109-126, April.
    32. Parks, Richard W., 1980. "On the estimation of multinomial logit models from relative frequency data," Journal of Econometrics, Elsevier, vol. 13(3), pages 293-303, August.
    33. Robert J. LaLonde, 1995. "The Promise of Public Sector-Sponsored Training Programs," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 149-168, Spring.
    34. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-161, April.
    35. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    36. James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462.
    37. Joshua D. Angrist & Guido W. Imbens & D.B. Rubin, 1993. "Identification of Causal Effects Using Instrumental Variables," NBER Technical Working Papers 0136, National Bureau of Economic Research, Inc.
    38. Aakvik, A., 1999. "Assessing the Effects of Labour Market Training in Norway," Norway; Department of Economics, University of Bergen 0299, Department of Economics, University of Bergen.
    39. Dolton, Peter J & Makepeace, Gerald H & Treble, John G, 1994. "The Youth Training Scheme and the School-to-Work Transition," Oxford Economic Papers, Oxford University Press, vol. 46(4), pages 629-657, October.
    40. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    41. Deaton, Angus, 1985. "Panel data from time series of cross-sections," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 109-126.
    42. Rajeev H. Dehejia & Sadek Wahba, 1998. "Causal Effects in Non-Experimental Studies: Re-Evaluating the Evaluation of Training Programs," NBER Working Papers 6586, National Bureau of Economic Research, Inc.
    43. Puhani, Patrick A, 1998. "Advantage Through Training? A Microeconometric Evaluation of the Employment Effects of Active Labour Market Programmes in Poland," CEPR Discussion Papers 2000, C.E.P.R. Discussion Papers.
    44. Christopher J. Flinn & James J. Heckman, 1982. "Models for the Analysis of Labor Force Dynamics," NBER Working Papers 0857, National Bureau of Economic Research, Inc.
    45. repec:bla:econom:v:63:y:1996:i:249:p:113-30 is not listed on IDEAS
    46. 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.
    47. 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.
    48. D. Firth & C. Payne & J. Payne, 1999. "Efficacy of programmes for the unemployed: discrete time modelling of duration data from a matched‐comparison study," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 162(1), pages 111-120.
    49. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
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    Cited by:

    1. Caliendo, Marco & Steiner, Viktor, 2005. "Aktive Arbeitsmarktpolitik in Deutschland : Bestandsaufnahme und Bewertung der mikroökonomischen Evaluationsergebnisse (Active labour market policy in Germany * review ans assessment of the microecono," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 38(2/3), pages 396-418.
    2. Betcherman, Gordon & Olivas, Karina & Dar, Amit, 2004. "Impacts of active labor market programs : new evidence from evaluations with particular attention to developing and transition countries," Social Protection Discussion Papers and Notes 29142, The World Bank.
    3. Caliendo, Marco & Steiner, Viktor, 2005. "Aktive Arbeitsmarktpolitik in Deutschland : Bestandsaufnahme und Bewertung der mikroökonomischen Evaluationsergebnisse (Active labour market policy in Germany * review ans assessment of the microecono," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 38(2/3), pages 396-418.
    4. Éric Dor & Bruno Van der linden, 2001. "Allocations, sanctions et formations : leur impact sur la formation des salaires et le taux de sortie du chômage," Reflets et perspectives de la vie économique, De Boeck Université, vol. 0(1), pages 117-131.
    5. Michael White and Genevieve Knight, 2003. "Benchmarking the effectiveness of NDYP: A review of European and US literature on the microeconomic effects of labour market programmes for young people," PSI Research Discussion Series 10, Policy Studies Institute, UK.
    6. Ric D. Herbert & Gareth D. Leeves, 2003. "Labour Market Policies and Long‐term Unemployment in a Flow Model of the Australian Labour Market," Australian Economic Papers, Wiley Blackwell, vol. 42(2), pages 197-213, June.
    7. Bart COCKX, 2000. "The design of active labour market policies: Building in effective incentives," International Labour Review, International Labour Organization, vol. 139(4), pages 457-480, December.
    8. Van der Linden, Bruno & Dor, Eric, 1998. "The net effect of unemployment benefits, sanctions and training on aggregate unemployment outflows," LIDAM Discussion Papers IRES 2000020, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES), revised 07 Sep 2000.
    9. Bruno Crépon & Marc Ferracci & Denis Fougere, 2012. "Training the Unemployed in France: How Does it Affect Unemployment Duration and Recurrence?," Annals of Economics and Statistics, GENES, issue 107-108, pages 175-199.
    10. Cockx, Bart, 1999. "The Design of Active Labour Market Policies. What Matters and What Doesn't ?," LIDAM Discussion Papers IRES 1999035, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    11. Viktor Steiner & Tobias Hagen, 2002. "Was kann die Aktive Arbeitsmarktpolitik in Deutschland aus der Evaluationsforschung in anderen europäischen Ländern lernen?," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 3(2), pages 189-206, May.
    12. Van der Linden, Bruno & Dor, Eric, 2001. "Labor Market Policies and Equilibrium Employment : Theory and Application for Belgium," LIDAM Discussion Papers IRES 2001005, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    13. Bruno Van der Linden & Eric Dor, 2003. "The net effect of unemployment benefits, sanctions and training on regular employment," Working Papers 2003-ECO-01, IESEG School of Management.
    14. Caliendo, Marco & Steiner, Viktor, 2005. "Aktive Arbeitsmarktpolitik in Deutschland : Bestandsaufnahme und Bewertung der mikroökonomischen Evaluationsergebnisse (Active labour market policy in Germany * review ans assessment of the microecono," Zeitschrift für ArbeitsmarktForschung - Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 38(2/3), pages 396-418.
    15. Marco Caliendo & Viktor Steiner, 2005. "Aktive Arbeitsmarktpolitik in Deutschland: Bestandsaufnahme und Bewertung der mikroökonomischen Evaluationsergebnisse," Discussion Papers of DIW Berlin 515, DIW Berlin, German Institute for Economic Research.

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    More about this item

    Keywords

    Vocational training; evaluation; transition models; job-search;
    All these keywords.

    JEL classification:

    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy

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