Heterogeneous Returns to Training: An Analysis with German Data Using Local Instrumental Variables
AbstractEmpirical work on the wage impact of training has noted that unobserved heterogeneity of training participants should play a role. The expected return to training, which partly depends on unobservable characteristics, is likely to be a crucial criterion in the decision to take part in training or not. We try to account for this fact by using recent advances in estimating returns to schooling, which allow for selection on unobservables, and apply it to estimating the impact of training on earnings. Allowing heterogeneity to be unobserved by the econometrician, but assuming that individuals may act upon this heterogeneity, completely changes the interpretation and properties of commonly used estimators. Our results based on local instrumental variables suggest that traditional estimates of the wage impact of training overestimate this effect. --
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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 06-02.
Date of creation: 2006
Date of revision:
Vocational training; treatment effects; semiparametric estimation; Local instrumental variables;
Find related papers by JEL classification:
- J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
- C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
- C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
This paper has been announced in the following NEP Reports:
- NEP-ALL-2007-02-17 (All new papers)
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- Kuckulenz, Anja, 2006. "Continuing Vocational Training in Germany: A Comparative Study Using 3 German Data Set," ZEW Discussion Papers 06-24, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Kuckulenz, Anja, 2006. "Wage and Productivity Effect of Continuing Training in Germany: A Sectoral Analysis," ZEW Discussion Papers 06-25, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
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