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A Reappraisal of the Virtues of Private Sector Employment Programmes

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  • Brian Krogh Graversen
  • Peter Jensen

Abstract

This paper evaluates the employment effects of active labour market programmes for Danish welfare benefit recipients, focusing on private sector employment (PSE) programmes. Using a latent variable model that allows for heterogeneous treatment effects among observationally identical persons, we estimate commonly defined mean treatment effects and the distribution of treatment effects. We find no significant mean treatment effect of PSE programme participation as compared to participation in other programmes for PSE programme participants. However, we find substantial heterogeneity in the treatment effects, and those most likely to participate in PSE programmes are those who benefit the least from such programmes.

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  • Brian Krogh Graversen & Peter Jensen, 2010. "A Reappraisal of the Virtues of Private Sector Employment Programmes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 112(3), pages 546-569, September.
  • Handle: RePEc:bla:scandj:v:112:y:2010:i:3:p:546-569
    DOI: 10.1111/j.1467-9442.2010.01611.x
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    1. Frölich, Markus & Lechner, Michael, 2010. "Exploiting Regional Treatment Intensity for the Evaluation of Labor Market Policies," Journal of the American Statistical Association, American Statistical Association, vol. 105(491), pages 1014-1029.
    2. Aakvik, Arild & Holmas, Tor Helge & Kjerstad, Egil, 2003. "A low-key social insurance reform--effects of multidisciplinary outpatient treatment for back pain patients in Norway," Journal of Health Economics, Elsevier, vol. 22(5), pages 747-762, September.
    3. Michael Gerfin & Michael Lechner, 2002. "A Microeconometric Evaluation of the Active Labour Market Policy in Switzerland," Economic Journal, Royal Economic Society, vol. 112(482), pages 854-893, October.
    4. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    5. Andrén , Daniela & Andrén, Thomas, 2002. "Assessing the Employment Effects of Labor Market Training Programs in Sweden," Working Papers in Economics 70, University of Gothenburg, Department of Economics.
    6. Frölich, Markus & Lechner, Michael, 2004. "Regional Treatment Intensity as an Instrument for the Evaluation of Labour Market Policies," IZA Discussion Papers 1095, Institute of Labor Economics (IZA).
    7. Thomas Andren & Daniela Andren, 2006. "Assessing the employment effects of vocational training using a one-factor model," Applied Economics, Taylor & Francis Journals, vol. 38(21), pages 2469-2486.
    8. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    9. Lechner, Michael & Smith, Jeffrey, 2007. "What is the value added by caseworkers?," Labour Economics, Elsevier, vol. 14(2), pages 135-151, April.
    10. Carling, Kenneth & Richardson, Katarina, 2004. "The relative efficiency of labor market programs: Swedish experience from the 1990s," Labour Economics, Elsevier, vol. 11(3), pages 335-354, June.
    11. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-764, May.
    12. James J. Heckman, 2001. "Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 673-748, August.
    13. Jaap H. Abbring & Gerard J. van den Berg, 2003. "The Nonparametric Identification of Treatment Effects in Duration Models," Econometrica, Econometric Society, vol. 71(5), pages 1491-1517, September.
    14. James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462.
    15. Bolvig, Iben & Jensen, Peter & Rosholm, Michael, 2003. "The Employment Effects of Active Social Policy," IZA Discussion Papers 736, Institute of Labor Economics (IZA).
    16. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    17. Kenneth L. Judd, 1998. "Numerical Methods in Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262100711, December.
    18. Heckman, James J. & Vytlacil, Edward J., 2000. "The relationship between treatment parameters within a latent variable framework," Economics Letters, Elsevier, vol. 66(1), pages 33-39, January.
    19. Brian Krogh Graversen & Peter Jensen, 2010. "A Reappraisal of the Virtues of Private Sector Employment Programmes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 112(3), pages 546-569, September.
    20. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    21. Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-318, May.
    22. 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.
    23. Aakvik, Arild & Heckman, James J. & Vytlacil, Edward J., 2005. "Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 15-51.
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    Cited by:

    1. Ruud Gerards & Joan Muysken & Riccardo Welters, 2014. "Active Labour Market Policy by a Profit-Maximizing Firm," British Journal of Industrial Relations, London School of Economics, vol. 52(1), pages 136-157, March.
    2. RODOKANAKIS, Stavros & VLACHOS, Vasileios, 2010. "A Non-Experimental Evaluation Of Education And Training In Greece: The Cases Of Northern Aegean And Crete," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 10(1).
    3. Stavros Rodokanakis, 2010. "Unemployment Risk in Southern Greece," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 13(35), pages 55-82, (1).
    4. Kluve, Jochen, 2006. "The Effectiveness of European Active Labor Market Policy," IZA Discussion Papers 2018, Institute of Labor Economics (IZA).
    5. Rainer Eppel & Helmut Mahringer, 2013. "Do Wage Subsidies Work in Boosting Economic Inclusion? Evidence on Effect Heterogeneity in Austria," WIFO Working Papers 456, WIFO.
    6. Brian Krogh Graversen & Peter Jensen, 2010. "A Reappraisal of the Virtues of Private Sector Employment Programmes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 112(3), pages 546-569, September.
    7. Christian Volpe Martincus & Jerónimo Carballo, 2010. "Entering new country and product markets: does export promotion help?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(3), pages 437-467, September.
    8. Christian Volpe Martincus & Jerónimo Carballo, 2010. "Entering new country and product markets: does export promotion help?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(3), pages 437-467, September.
    9. Rainer Eppel & Helmut Mahringer, 2012. "Do wage subsidies work in boosting economic inclusion? Evidence on e," EcoMod2012 4065, EcoMod.
    10. Flesch, J. & Kuipers, J. & Mashiah-Yaakovi, A. & Schoenmakers, G. & Solan, E. & Vrieze, K., 2010. "Borel games with lower-semi-continuous payoffs," Research Memorandum 041, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).

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    More about this item

    JEL classification:

    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy

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