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2010 | 11(XI) | nr 1 | 100--109
Tytuł artykułu

Assessing the Impact of Training on Unemployment duration Using Hazard Models with Instrumental Variables

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Języki publikacji
EN
Abstrakty
EN
The goal of the study is to prove the effectiveness of training programs directed to the unemployed on the local labor market in Poland. We estimate a semiparametric hazard model to assess the impact of training on the individual's unemployment duration. To resolve the potential sample selection problem, the participation in a training program is instrumented using a probit model. The main question of this paper is whether the training significantly raises the transition rate from the unemployment into the employment state. (original abstract)
Twórcy
  • Szkoła Główna Gospodarstwa Wiejskiego w Warszawie
Bibliografia
  • Bijwaard G. (2008) Instrumental Variable Estimator for Duration Data, Tinbergen Institute Discussion Paper, No. 032/4.
  • Blundell R., Dearden L., Meghir C. (1994) The Determinants and Effects of Work Related Training in Britain, Working Paper, Institute for Fiscal Studies, London.
  • Bowden R.J., Turkington D.A. (1984) Instrumental Variables, Cambridge University Press, Cambridge.
  • Bukowski M. (ed.) (2008) Employment in Poland 2007: Security on Flexible Labour Market, Ministry of Labour and Social Policy, Warsaw.
  • Cameron A.C., Trivedi P.K. (2005) Microeconometrics: Methods and Applications, Cambridge University Press, New York.
  • Cox D.R. (1972) Regression Models and Life Tables (with Discussion), Journal of the Royal Statistical Society, Series B 34.
  • Dehejia R.H., Wahba S. (1999) Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training Programs, Journal of the American Statistical Association, 94, pp. 1053-1062.
  • Heckman J.J., Ichimura, H., Smith, J.A. and Todd, P. (1998) Characterising Selection Bias Using Experimental Data, Econometrica, 66(5), pp. 1017-98.
  • Hosmer D., Lemeshow S. (1999) Applied Survival Analysis: Regression Modeling of Time to Event Data, John Wiley and Sons, New York.
  • Hujer R., Maurer K.-O., Wellner M. (1999) Estimating the Effect of Vocational Training on Unemployment Duration in West Germany - A Discrete Hazard-Rate Model with Instrumental Variables, Jahrbücher für Nationalölkonomie und Statistik, Vol. 218, No. 1.
  • Kalbfleisch J., Prentice R. (1980) The Statistical Analysis of Failure Time Data, John Wiley and Sons, New York.
  • Kluve J., Lehmann H., Schmidt Ch.M. (2000) Disentangling Treatment Effects of Polish Active Labor Market Policies: Evidence from Matched Samples, Centre for Economic Reform and Transformation, Discussion Paper No. 2000/07, Edinburgh.
  • Lalonde R.J. (1986) Evaluating the Econometric Evaluations of Training Programs, American Economic Review, 76(4), pp. 604-620.
  • Landmesser J. (2010) Ocena skuteczności szkoleń dla bezrobotnych z obszarów wiejskich, in: Roczniki Naukowe Stowarzyszenia Ekonomistów Rolnictwa i Agrobiznesu, Zeszyt 5, Tom XII, pp. 109-114.
  • Puhani A.P. (1998) Advantage through Training? A Microeconometric Evaluation of the Employment Effects of Active Labour Market Programmes in Poland, ZEW Discussion Paper No. 98-25.
  • Wodon Q., Minowa M. (2001) Training for the Urban Unemployed: A Reevaluation of Mexico's Training Program, Probecat, World Bank Economists' Forum, Washington D.C., pp. 197-215.
Typ dokumentu
Bibliografia
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