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Partial Idendification of Wage Effects of Training Programs

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Abstract

In an evaluation of a job-training program, the influence of the program on the in-dividual wages is important, because it reflects the program effect on human capital. Esti-mating these effects is complicated because we observe wages only for employed individuals, and employment is itself an outcome of the program. Only usually implausible assumptions allow identifying these treatment effects. Therefore, we suggest weaker and more credible assumptions that bound various average and quantile effects. For these bounds, consistent, nonparametric estimators are proposed. In a reevaluation of a German training program, we find that a considerable improvement of the long-run potential wages of its participants.

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Bibliographic Info

Paper provided by Brown University, Department of Economics in its series Working Papers with number 2010-8.

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Date of creation: 2010
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Handle: RePEc:bro:econwp:2010-8

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Postal: Department of Economics, Brown University, Providence, RI 02912

Related research

Keywords: Bounds; treatment effects; causal effects; program evaluation;

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References

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  1. Angrist, Joshua D., 1997. "Conditional independence in sample selection models," Economics Letters, Elsevier, Elsevier, vol. 54(2), pages 103-112, February.
  2. Charles F. Manski & John V. Pepper, 1998. "Monotone Instrumental Variables: With an Application to the Returns to Schooling," Virginia Economics Online Papers 308, University of Virginia, Department of Economics.
  3. Jörg Stoye, 2008. "More on confidence intervals for partially identified parameters," CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies CWP11/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  4. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  5. James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects, and Econometric Policy Evaluation," Econometrica, Econometric Society, Econometric Society, vol. 73(3), pages 669-738, 05.
  6. Jan C. van Ours, 2002. "The Locking-in Effect of Subsidized Jobs," William Davidson Institute Working Papers Series, William Davidson Institute at the University of Michigan 474, William Davidson Institute at the University of Michigan.
  7. Richard Blundell & Amanda Gosling & Hidehiko Ichimura & Costas Meghir, 2004. "Changes in the distribution of male and female wages accounting for employment composition using bounds," IFS Working Papers, Institute for Fiscal Studies W04/25, Institute for Fiscal Studies.
  8. David S. Lee, 2009. "Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects," Review of Economic Studies, Oxford University Press, vol. 76(3), pages 1071-1102.
  9. Daniel Friedlander & David H. Greenberg & Philip K. Robins, 1997. "Evaluating Government Training Programs for the Economically Disadvantaged," Journal of Economic Literature, American Economic Association, American Economic Association, vol. 35(4), pages 1809-1855, December.
  10. repec:att:wimass:9604 is not listed on IDEAS
  11. Guido W. Imbens & Whitney Newey & Geert Ridder, 2005. "Mean-square-error Calculations for Average Treatment Effects," IEPR Working Papers, Institute of Economic Policy Research (IEPR) 05.34, Institute of Economic Policy Research (IEPR).
  12. Alberto Abadie & Joshua Angrist & Guido Imbens, 2002. "Instrumental Variables Estimates of the Effect of Subsidized Training on the Quantiles of Trainee Earnings," Econometrica, Econometric Society, Econometric Society, vol. 70(1), pages 91-117, January.
  13. Guido Imbens & Charles F. Manski, 2003. "Confidence intervals for partially identified parameters," CeMMAP working papers, Centre for Microdata Methods and Practice, Institute for Fiscal Studies CWP09/03, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  14. Mitali Das & Whitney K. Newey & Francis Vella, 2003. "Nonparametric Estimation of Sample Selection Models," Review of Economic Studies, Oxford University Press, vol. 70(1), pages 33-58.
  15. Jinyong Hahn, 1998. "On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects," Econometrica, Econometric Society, Econometric Society, vol. 66(2), pages 315-332, March.
  16. Heckman, James J & Ichimura, Hidehiko & Todd, Petra, 1998. "Matching as an Econometric Evaluation Estimator," Review of Economic Studies, Wiley Blackwell, Wiley Blackwell, vol. 65(2), pages 261-94, April.
  17. Card, D. & Michalopoulos, C. & Robins, P.K., 2001. "Measuring Wage Growth Among Former Welfare Recipients," Papers, Gouvernement du Canada - Human Resources Development 2001-5, Gouvernement du Canada - Human Resources Development.
  18. Fitzenberger, Bernd & Osikominu, Aderonke & Völter, Robert, 2006. "Get training or wait? : long-run employment effects of training programs for the unemployed in West Germany," IAB Discussion Paper, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany] 200617, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  19. Lee, Tae-Hwy & Yang, Yang, 2006. "Bagging binary and quantile predictors for time series," Journal of Econometrics, Elsevier, Elsevier, vol. 135(1-2), pages 465-497.
  20. Charles F. Manski, 1997. "Monotone Treatment Response," Econometrica, Econometric Society, Econometric Society, vol. 65(6), pages 1311-1334, November.
  21. Sergio Firpo, 2007. "Efficient Semiparametric Estimation of Quantile Treatment Effects," Econometrica, Econometric Society, Econometric Society, vol. 75(1), pages 259-276, 01.
  22. Joshua Angrist & Eric Bettinger & Michael Kremer, 2004. "Long-term consequences of secondary school vouchers: Evidence from administrative records in colombia," Natural Field Experiments, The Field Experiments Website 00204, The Field Experiments Website.
  23. Manski, Charles F, 1990. "Nonparametric Bounds on Treatment Effects," American Economic Review, American Economic Association, American Economic Association, vol. 80(2), pages 319-23, May.
  24. Ours, J.C. van, 2004. "The locking-in effect of subsidized jobs," Open Access publications from Tilburg University, Tilburg University urn:nbn:nl:ui:12-140882, Tilburg University.
  25. Joshua D. Angrist & Guido W. Imbens, 1995. "Identification and Estimation of Local Average Treatment Effects," NBER Technical Working Papers, National Bureau of Economic Research, Inc 0118, National Bureau of Economic Research, Inc.
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Cited by:
  1. Blanco, German & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2011. "Bounds on Average and Quantile Treatment Effects of Job Corps Training on Wages," IZA Discussion Papers 6065, Institute for the Study of Labor (IZA).
  2. Giovanni Mellace & Roberto Rocci, 2011. "Principal Stratification in sample selection problems with non normal error terms," CEIS Research Paper, Tor Vergata University, CEIS 194, Tor Vergata University, CEIS, revised 02 May 2011.
  3. Michael Lechner & Benjamin Schünemann & Conny Wunsch, 2013. "Do Long-term Unemployed Workers Benefit from Targeted Wage Subsidies?," Working papers, Faculty of Business and Economics - University of Basel 2013/14, Faculty of Business and Economics - University of Basel.
  4. Bampasidou, Maria & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2011. "Unbundling the Degree Effect in a Job Training Program for Disadvantaged Youth," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania, Agricultural and Applied Economics Association 103619, Agricultural and Applied Economics Association.
  5. Huber, Martin & Melly, Blaise, 2011. "Quantile Regression in the Presence of Sample Selection," Economics Working Paper Series, University of St. Gallen, School of Economics and Political Science 1109, University of St. Gallen, School of Economics and Political Science.
  6. Martin Huber & Blaise Melly, 2012. "A test of the conditional independence assumption in sample selection models," Working Papers, Brown University, Department of Economics 2012-11, Brown University, Department of Economics.

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