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Income effects from labor market training programs in Sweden during the 80's and 90's

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Abstract

Swedish labor market programs appear large from an international perspective, yet their consequences are not fully investigated and understood. In this paper we estimate a switching regression model with training effect modeled as a random coefficient, partitioned in an observed and unobserved component. We investigate labor market training for three cohorts during the 80s and the beginning of the 90s on its effect on earnings. We separate the analysis between Swedish-born and foreign-born individuals to identify differences in their responses to training. The results indicate that there is positive sorting into training. We find that the proportion of trainees having positive rewards from training was not very different from the proportion having negative rewards. This means that the results do not support the view that from efficiency considerations, too few persons were enrolled in labor market training during this period. Differences in results across cohorts can be interpreted as being caused by rapid changes in the labor market. Further, consistent with results from several previous studies we find that being young often means no positive pay-off from training, and the same is found for persons with only primary education. In conflict with what earlier studies have shown, we found that males have a better pay-off from training than females. Rewards from training were higher for foreign-born than for natives and rewards among the former vary by place of birth.

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  • Andrén, Thomas & Gustafsson, Björn, 2002. "Income effects from labor market training programs in Sweden during the 80's and 90's," Working Paper Series 2002:15, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    • Handle: RePEc:hhs:ifauwp:2002_015
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    1. Broström, Göran & Palme, Mårten & Johansson, Per, 2002. "Economic incentives and gender differences in work absence behavior," Working Paper Series 2002:14, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    2. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2002. "Removing the Veil of Ignorance in Assessing the Distributional Impacts of Social Policies," NBER Working Papers 8840, National Bureau of Economic Research, Inc.
    3. Ashenfelter, Orley C, 1978. "Estimating the Effect of Training Programs on Earnings," The Review of Economics and Statistics, MIT Press, vol. 60(1), pages 47-57, February.
    4. Vella, Francis & Verbeek, Marno, 1999. "Estimating and Interpreting Models with Endogenous Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(4), pages 473-478, October.
    5. Johansson, Kerstin, 2002. "Labor Market Programs, the Discouraged-Worker Effect, and Labor Force Participation," Working Paper Series 2002:16, Uppsala University, Department of Economics.
    6. Heckman, James J & Honore, Bo E, 1990. "The Empirical Content of the Roy Model," Econometrica, Econometric Society, vol. 58(5), pages 1121-1149, September.
    7. Johansson, Kerstin, 2002. "Do labor market programs affect labor force participation?," Working Paper Series 2002:3, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    8. Calmfors, Lars & Forslund, Anders & Hemström, Maria, 2002. "Does Active Labour Market Policy Work? Lessons from the Swedish Experiences," Seminar Papers 700, Stockholm University, Institute for International Economic Studies.
    9. repec:eee:labchp:v:1:y:1986:i:c:p:525-602 is not listed on IDEAS
    10. Larsson, Laura, 2000. "Evaluation of Swedish Youth Labour Market Programmes," Working Paper Series 2000:6, Uppsala University, Department of Economics.
    11. Per Johansson & Mårten Palme, 2002. "Assessing the Effect of Public Policy on Worker Absenteeism," Journal of Human Resources, University of Wisconsin Press, vol. 37(2), pages 381-409.
    12. Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-318, May.
    13. Sacklén, Hans, 2002. "An evaluation of the Swedish trainee replacement schemes," Working Paper Series 2002:7, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    14. Carling, Kenneth & Larsson, Laura, 2002. "Does early intervention help the unemployed youth?," Working Paper Series 2002:10, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    15. Skans, Oskar Nordstrom, 2005. "Age effects in Swedish local labor markets," Economics Letters, Elsevier, vol. 86(3), pages 419-426, March.
    16. Johansson, Kerstin, 2002. "Labor market programs, the discouraged-worker effect, and labor force participation," Working Paper Series 2002:9, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    17. Daniel Friedlander & David H. Greenberg & Philip K. Robins, 1997. "Evaluating Government Training Programs for the Economically Disadvantaged," Journal of Economic Literature, American Economic Association, vol. 35(4), pages 1809-1855, December.
    18. Heckman, James J. & Robb, Richard Jr., 1985. "Alternative methods for evaluating the impact of interventions : An overview," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 239-267.
    19. 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.
    20. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    21. Bjorklund, Anders & Moffitt, Robert, 1987. "The Estimation of Wage Gains and Welfare Gains in Self-selection," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 42-49, February.
    22. Ackum, Susanne, 1991. " Youth Unemployment, Labor Market Programs and Subsequent Earnings," Scandinavian Journal of Economics, Wiley Blackwell, vol. 93(4), pages 531-543.
    23. Larsson, Laura, 2000. "Evaluation of Swedish youth labour market programmes," Working Paper Series 2000:1, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    24. Maria Melkersson, 1999. "Explaining choice set size for unemployed," Applied Economics, Taylor & Francis Journals, vol. 31(12), pages 1599-1607.
    25. repec:rus:hseeco:10108 is not listed on IDEAS
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    More about this item

    Keywords

    Labor market training; non-experimental estimator; positive sorting; unobserved heterogeneity to training reward; random coefficient model;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy

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