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Learning but Not Earning? The Value of Job Corps Training for Hispanic Youths

Author

Listed:
  • Flores-Lagunes, Alfonso

    (Syracuse University)

  • Gonzalez, Arturo

    (Ernst & Young)

  • Neumann, Todd C.

    (University of California, Merced)

Abstract

The National Job Corps Study (NJCS) was a four-year longitudinal social experiment that randomized over 15,000 Job Corps eligible applicants into treatment and control groups. Experimental estimators revealed a positive impact of Job Corps training in the weekly earnings of white and black youths 48 months after randomization, but not for Hispanic youths. This study considers explanations for why Job Corps does not increase the earnings of Hispanics in the NJCS. First, we show that the randomization in the NJCS did not create comparable treatment and control groups for Hispanics. We then apply alternative estimators that adjust for systematic differences in observable and time-invariant characteristics, but still find statistically insignificant effects of Job Corps 48 months after randomization. Finally, we estimate the "net treatment effect" controlling for post-treatment experience to advance an explanation for why Job Corps fails to benefit Hispanics 48 months after randomization: non-treated Hispanics earn a significant amount of labor market experience during the study compared to all other groups. This higher level of experience translates into higher earnings that Hispanic treated individuals are not able to overcome by the end of the study, despite having higher earnings growth in the 48-month period of any group.

Suggested Citation

  • Flores-Lagunes, Alfonso & Gonzalez, Arturo & Neumann, Todd C., 2005. "Learning but Not Earning? The Value of Job Corps Training for Hispanic Youths," IZA Discussion Papers 1638, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp1638
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    References listed on IDEAS

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    1. John Burghardt & Peter Z. Schochet & Sheena McConnell & Terry Johnson & R. Mark Gritz & Steven Glazerman & John Homrighausen & Russell Jackson, "undated". "Does Job Corps Work? Summary of the National Job Corps Study," Mathematica Policy Research Reports 3d00dc5e556f4bdd88335dd90, Mathematica Policy Research.
    2. Heather Antecol & Kelly Bedard, 2004. "The Racial Wage Gap: The Importance of Labor Force Attachment Differences across Black, Mexican, and White Men," Journal of Human Resources, University of Wisconsin Press, vol. 39(2).
    3. Jeffrey Smith, 2000. "A Critical Survey of Empirical Methods for Evaluating Active Labor Market Policies," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 136(III), pages 247-268, September.
    4. Alberto Abadie & Guido W. Imbens, 2002. "Simple and Bias-Corrected Matching Estimators for Average Treatment Effects," NBER Technical Working Papers 0283, National Bureau of Economic Research, Inc.
    5. repec:mpr:mprres:1966 is not listed on IDEAS
    6. James Heckman & Neil Hohmann & Jeffrey Smith & Michael Khoo, 2000. "Substitution and Dropout Bias in Social Experiments: A Study of an Influential Social Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 651-694.
    7. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    8. repec:mpr:mprres:2952 is not listed on IDEAS
    9. James J. Heckman & Jeffrey A. Smith, 1999. "The Pre-Program Earnings Dip and the Determinants of Participation in a Social Program: Implications for Simple Program Evaluation Strategies," NBER Working Papers 6983, National Bureau of Economic Research, Inc.
    10. repec:mpr:mprres:1968 is not listed on IDEAS
    11. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2000. "The Long-Term Gains from GAIN: A Re-Analysis of the Impacts of the California GAIN Program," NBER Working Papers 8007, National Bureau of Economic Research, Inc.
    12. repec:mpr:mprres:2949 is not listed on IDEAS
    13. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
    14. Heckman, James J & Smith, Jeffrey A, 1999. "The Pre-programme Earnings Dip and the Determinants of Participation in a Social Programme. Implications for Simple Programme Evaluation Strategies," Economic Journal, Royal Economic Society, vol. 109(457), pages 313-348, July.
    15. John Burghardt & Sheena McConnell & Alicia Meckstroth & Peter Schochet & Terry Johnson & John Homrighausen, 1999. "National Job Corps Study: Report on Study Implementation," Mathematica Policy Research Reports 871cc2556a8b4475b09c99bf4, Mathematica Policy Research.
    16. Peter R. Mueser & Kenneth R. Troske & Alexey Gorislavsky, 2007. "Using State Administrative Data to Measure Program Performance," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 761-783, November.
    17. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
    18. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    19. Peter Schochet, 1998. "National Job Corps Study: Eligible Applicants' Perspectives on Job Corps Outreach and Admissions," Mathematica Policy Research Reports 7fe879b287a0438bb2f1bced8, Mathematica Policy Research.
    20. Peter Z. Schochet, 2001. "National Job Corps Study: Methodological Appendixes on the Impact Analysis," Mathematica Policy Research Reports c3abb7b819cd4bc5a09a865d6, Mathematica Policy Research.
    21. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    22. Peter Z. Schochet & John Burghardt & Steven Glazerman, 2001. "National Job Corps Study: The Impacts of Job Corps on Participants' Employment and Related Outcomes," Mathematica Policy Research Reports db6c4204b8e1408bb0c6289ec, Mathematica Policy Research.
    23. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2000. "The Long-Term Gains from GAIN: A Re-Analysis of the Impacts of the California GAIN Program," NBER Working Papers 8007, National Bureau of Economic Research, Inc.
    24. Terry Johnson & Mark Gritz & Russell Jackson & John Burghardt & Carol Boussy & Jan Leonard & Carlyn Orians, 1999. "National Job Corps Study: Report on the Process Analysis," Mathematica Policy Research Reports efc0cd05f0524a049779f797f, Mathematica Policy Research.
    25. Trejo, Stephen J, 1997. "Why Do Mexican Americans Earn Low Wages?," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1235-1268, December.
    26. repec:mpr:mprres:2951 is not listed on IDEAS
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    Cited by:

    1. Hahn, Jinyong & Hirano, Keisuke & Karlan, Dean, 2011. "Adaptive Experimental Design Using the Propensity Score," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 96-108.
    2. 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 of Labor Economics (IZA).
    3. Flores, Carlos A. & Flores-Lagunes, Alfonso, 2009. "Identification and Estimation of Causal Mechanisms and Net Effects of a Treatment under Unconfoundedness," IZA Discussion Papers 4237, Institute of Labor Economics (IZA).
    4. Carlos A. Flores & Alfonso Flores-Lagunes, 2007. "Identification and Estimation of Casual Mechanisms and Net Effects of a Treatment," Working Papers 0706, University of Miami, Department of Economics.

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    More about this item

    Keywords

    racial earnings gap; job training programs; Job Corps; Hispanic earnings gap;
    All these keywords.

    JEL classification:

    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J41 - Labor and Demographic Economics - - Particular Labor Markets - - - Labor Contracts

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