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Vocational Training of Unemployed Workers in Belgium

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  • Cockx, Bart

    (Ghent University)

Abstract

In this paper we estimate, for the 1989-93 period in Belgium, the effect of vocational classroom training on the rate of transition from unemployment. We propose a “control function” estimator accounting for variable treatment effects. In the absence of interaction effects between explanatory variables this estimator identifies treatment effects free from selection bias. A natural experiment induces exogenous sub-regional variation in the training supply. This provides over-identifying restrictions that cannot be rejected. During participation, the transition rate decreases by 23% to 30%. Afterwards it increases by 47% to 73%. Making training available for a broader population would, however, reduce the

Suggested Citation

  • Cockx, Bart, 2003. "Vocational Training of Unemployed Workers in Belgium," IZA Discussion Papers 682, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp682
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    1. 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..
    2. 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.
    3. 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.
    4. 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.
    5. Joshua D. Angrist, 1988. "Grouped Data Estimation and Testing in Simple Labor Supply Models," Working Papers 614, Princeton University, Department of Economics, Industrial Relations Section..
    6. Calmfors, Lars & Forslund, Anders & Hemström, Maria, 2002. "Does active labour market policy work? Lessons from the Swedish experiences," Working Paper Series 2002:4, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    7. 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.
    8. repec:rus:hseeco:10108 is not listed on IDEAS
    9. Angrist, Joshua D. & Krueger, Alan B., 1999. "Empirical strategies in labor economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366, Elsevier.
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    Cited by:

    1. Baird, Matthew D. & Engberg, John & Gutierrez, Italo A., 2022. "RCT evidence on differential impact of US job training programmes by pre-training employment status," Labour Economics, Elsevier, vol. 75(C).
    2. Bruno, VAN DER LINDEN, 2005. "Equilibrium Evaluation of Active Labor Market Programmes Enhancing Matching Effectiveness," Discussion Papers (ECON - Département des Sciences Economiques) 2005007, Université catholique de Louvain, Département des Sciences Economiques.
    3. Kluve, Jochen & Fertig, Michael & Jacobi, Lena & Nima, Leonhard & Schaffner, Sandra & Schmidt, Christoph M. & Card, David & Góra, Marek & Jensen, Peter & Leetmaa, Reelika & Patacchini, Eleonora & van , 2005. "Study on the effectiveness of ALMPs: Research project for the European Commission, DG Employment, Social Affairs and Equal Opportunities. Final report," RWI Projektberichte, RWI - Leibniz-Institut für Wirtschaftsforschung, number 69929.
    4. Rodokanakis Stavros, 2010. "The Dynamics of Regional Labour Markets and Training Programmes: Greek Evidence," European Spatial Research and Policy, Sciendo, vol. 17(1), pages 93-115, June.
    5. Jochen Kluve, 2006. "The Effectiveness of European Active Labor Market Policy," RWI Discussion Papers 0037, Rheinisch-Westfälisches Institut für Wirtschaftsforschung.
    6. Kluve, Jochen, 2010. "The effectiveness of European active labor market programs," Labour Economics, Elsevier, vol. 17(6), pages 904-918, December.
    7. Kluve, Jochen, 2006. "The Effectiveness of European Active Labor Market Policy," RWI Discussion Papers 37, RWI - Leibniz-Institut für Wirtschaftsforschung.
    8. Kluve, Jochen, 2006. "The Effectiveness of European Active Labor Market Policy," IZA Discussion Papers 2018, Institute of Labor Economics (IZA).
    9. repec:zbw:rwidps:0037 is not listed on IDEAS
    10. Sarah Bernhard & Thomas Kruppe, 2012. "Effectiveness of Further Vocational Training in Germany – Empirical Findings for Persons Receiving Means-tested Unemployment Benefits," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 132(4), pages 501-526.
    11. Osiander, Christopher & Dietz, Martin, 2015. "What could all the money do? : Ergebnisse eines faktoriellen Surveys zur Bedeutung von Opportunitätskosten bei Weiterbildungsentscheidungen," IAB-Discussion Paper 201504, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    12. Rodokanakis, Stavros, 2010. "Comparing the Probability of Unemployment in Northern Greece vis-à-vis the Entire Country," The Journal of Economic Asymmetries, Elsevier, vol. 7(1), pages 137-174.
    13. Rodokanakis Stavros, 2009. "Comparing the Probability of Unemployment in Southern Greece Vis-À-Vis the Entire Country," Bulletin of Geography. Socio-economic Series, Sciendo, vol. 12(12), pages 17-43, January.
    14. Kelly, Elish & McGuinness, Seamus & O'Connell, Philip J., 2011. "What Can Active Labour Market Policies Do?," Papers EC1, Economic and Social Research Institute (ESRI).
    15. Lee, Joseph S. & Hsin, Ping-Lung, 2004. "Employee training and human capital in Taiwan," Journal of World Business, Elsevier, vol. 39(4), pages 362-376, November.
    16. Stavros Rodokanakis & Vasileios A. Vlachos, 2012. "Measuring the Unemployment Risk in Northern Greece from the LFS Micro-Data during the Period 1994-2006," Review of Economic Analysis, Digital Initiatives at the University of Waterloo Library, vol. 4(2), pages 224-246, December.
    17. Stavros Rodokanakis, 2010. "Unemployment Risk in Southern Greece," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 13(35), pages 55-82, (1).
    18. Stavros Rodokanakis & Irini Moustaki, 2010. "Evaluating the risk of unemployment: comparison between the two most populated Greek regions with the entire country," IWE Working Papers 194, Institute for World Economics - Centre for Economic and Regional Studies.
    19. RODOKANAKIS, Stavros & VLACHOS, Vasileios, 2010. "A Non-Experimental Evaluation Of Education And Training In Greece: The Cases Of Northern Aegean And Crete," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 10(1).
    20. Seamus McGuinness & Philip J. O'Connell & Elish Kelly, 2014. "The Impact of Training Programme Type and Duration on the Employment Chances of the Unemployed in Ireland," The Economic and Social Review, Economic and Social Studies, vol. 45(3), pages 425-450.
    21. Stavros Rodokanakis, 2010. "A Non-Experimental Evaluation of Unemployment Risk in Crete and the Ionian Islands: Regional Evidence for Greece," Acta Oeconomica Pragensia, Prague University of Economics and Business, vol. 2010(4), pages 44-63.
    22. C. Osiander & M. Dietz, 2016. "Determinanten der Weiterbildungsbereitschaft: Ergebnisse eines faktoriellen Surveys unter Arbeitslosen [What determines the motivation for further training? Results from a factorial survey among jo," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 49(1), pages 59-76, July.

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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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