The heterogeneous effects of training incidence and duration on labor market transitions
AbstractThis paper estimates the impact of training incidence and duration on employment transitions accounting for the endogeneity of program participation and duration. We specify a very flexible bivariate random effects probit model for employment and training participation and we use Bayesian Markov Chain Monte Carlo (MCMC) techniques for estimation. We develop a simulation approach that uses the estimated coefficients and individual specific effects from the MCMC iterations to calculate the posterior distributions of different treatment effects of interest. Our estimation results imply positive effects of training on the employment probability of the treated, lying between 12 and 21 percentage points ten quarters after program start. The effects are higher for women than for men and higher in West Germany than in East Germany. Further, we find that the effect of training versus waiting underestimates the effect of training versus no training in the medium and long run by a third. Finally, our results show that longer planned enrolment lengths of three and four quarters as opposed to just two quarters lead to an increase in employment rates in the medium and long run by four to eleven percentage points. --
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Bibliographic InfoPaper provided by ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research in its series ZEW Discussion Papers with number 10-077.
Date of creation: 2010
Date of revision:
evaluation; active labor market programs; dynamic non-linear panel data models; MCMC;
Other versions of this item:
- Fitzenberger, Bernd & Osikominu, Aderonke & Paul, Marie, 2010. "The Heterogeneous Effects of Training Incidence and Duration on Labor Market Transitions," IZA Discussion Papers 5269, Institute for the Study of Labor (IZA).
- J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy
- C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
- C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
This paper has been announced in the following NEP Reports:
- NEP-ALL-2010-11-13 (All new papers)
- NEP-HRM-2010-11-13 (Human Capital & Human Resource Management)
- NEP-LAB-2010-11-13 (Labour Economics)
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.:
- Alfonso Flores-Lagunes & Arturo Gonzalez & Todd C. Neumann, 2007.
"Estimating the Effects of Length of Exposure to a Training Program: The Case of Job Corps,"
1042, Princeton University, Department of Economics, Industrial Relations Section..
- Flores-Lagunes, Alfonso & Gonzalez, Arturo & Neumann, Todd C., 2007. "Estimating the Effects of Length of Exposure to a Training Program: The Case of Job Corps," IZA Discussion Papers 2846, Institute for the Study of Labor (IZA).
- Martin, John P. & Grubb, David, 2001. "What works and for whom: a review of OECD countries' experiences with active labour market policies," Working Paper Series 2001:14, IFAU - Institute for Evaluation of Labour Market and Education Policy.
- Fernández-Kranz, Daniel & Paul, Marie & Rodríguez-Planas, Núria, 2011. "Part-Time Work, Fixed-Term Contracts, and the Returns to Experience," IZA Discussion Papers 5815, Institute for the Study of Labor (IZA).
- Tiemen Woutersen & John Ham, 2013. "Calculating confidence intervals for continuous and discontinuous functions of parameters," CeMMAP working papers CWP23/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Heyer, Gerd & Koch, Susanne & Stephan, Gesine & Wolff, Joachim, 2011.
"Evaluation der aktiven Arbeitsmarktpolitik: Ein Sachstandsbericht für die Instrumentenreform 2011 (Evaluation of active labor market programs : a summary of recent results for the German program refo,"
IAB Discussion Paper
201117, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Heyer, Gerd & Koch, Susanne & Stephan, Gesine & Wolff, Joachim, 2012. "Evaluation der aktiven Arbeitsmarktpolitik: Ein Sachstandsbericht für die Instrumentenreform 2011 (Evaluation of active labor market programs : a summary of recent results for the German program refo," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 45(1), pages 41-62.
- Michael Bräuninger & Jochen Michaelis & Madlen Sode, 2013.
"10 Jahre Hartz-Reformen,"
MAGKS Papers on Economics
201318, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
- Kluve, Jochen & Rinne, Ulf & Uhlendorff, Arne & Zhao, Zhong, 2012.
"Endogenous Exit Bias in Training Programs for Unemployed Workers,"
IZA Discussion Papers
6565, Institute for the Study of Labor (IZA).
- Kluve, Jochen & Rinne, Ulf & Uhlendorff, Arne & Zhao, Zhong, 2013. "The impact of training duration on employment outcomes: Evidence from LATE estimates," Economics Letters, Elsevier, vol. 120(3), pages 487-490.
- Kelly, Elish & McGuinness, Seamus & O'Connell, Philip J., 2011. "What Can Active Labour Market Policies Do?," Papers EC1, Economic and Social Research Institute (ESRI).
- Ham, John C. & Woutersen, Tiemen, 2011. "Calculating Confidence Intervals for Continuous and Discontinuous Functions of Estimated Parameters," IZA Discussion Papers 5816, Institute for the Study of Labor (IZA).
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