IDEAS home Printed from https://ideas.repec.org/h/eee/labchp/3-31.html
   My bibliography  Save this book chapter

The economics and econometrics of active labor market programs

In: Handbook of Labor Economics

Author

Listed:
  • Heckman, James J.
  • Lalonde, Robert J.
  • Smith, Jeffrey A.

Abstract

Policy makers view public sector-sponsored employment and training programs and other active labor market policies as tools for integrating the unemployed and economically disadvantaged into the work force. Few public sector programs have received such intensive scrutiny, and been subjected to so many different evaluation strategies. This chapter examines the impacts of active labor market policies, such as job training, job search assistance, and job subsidies, and the methods used to evaluate their effectiveness. Previous evaluations of policies in OECD countries indicate that these programs usually have at best a modest impact on participants' labor market prospects. But at the same time, they also indicate that there is considerable heterogeneity in the impact of these programs. For some groups, a compelling case can be made that these policies generate high rates of return, while for other groups these policies have had no impact and may have been harmful. Our discussion of the methods used to evaluate these policies has more general interest. We believe that the same issues arise generally in the social sciences and are no easier to address elsewhere. As a result, a major focus of this chapter is on the methodological lessons learned from evaluating these programs. One of the most important of these lessons is that there is no inherent method of choice for conducting program evaluations. The choice between experimental and non-experimental methods or among alternative econometric estimators should be guided by the underlying economic models, the available data, and the questions being addressed. Too much emphasis has been placed on formulating alternative econometric methods for correcting for selection bias and too little given to the quality of the underlying data. Although it is expensive, obtaining better data is the only way to solve the evaluation problem in a convincing way. However, better data are not synonymous with social experiments.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:labchp:3-31
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/B7P5V-4FPGMDP-D/2/b2329b7550b6bb706749b45836170497
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-620, September.
    2. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts of American Males," Journal of Political Economy, University of Chicago Press, vol. 106(2), pages 262-333, April.
    3. 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.
    4. Dolton, Peter J & Makepeace, Gerald H & Treble, John G, 1994. "The Youth Training Scheme and the School-to-Work Transition," Oxford Economic Papers, Oxford University Press, vol. 46(4), pages 629-657, October.
    5. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    6. Heckman, James J & Lochner, Lance & Taber, Christopher, 1998. "General-Equilibrium Treatment Effects: A Study of Tuition Policy," American Economic Review, American Economic Association, vol. 88(2), pages 381-386, May.
    7. Carl Davidson & Stephen A. Woodbury, 2000. "Wage-Rate Subsidies for Dislocated Workers," Book chapters authored by Upjohn Institute researchers, in: Laurie J. Bassi & Stephen A. Woodbury (ed.),Long-term Unemployment and Reemployment Policies, pages 141-184, W.E. Upjohn Institute for Employment Research.
    8. Michel Sollogoub & Thierry Pénard, 1995. "Les politiques françaises d'emploi en faveur des jeunes : une évaluation économétrique," Revue Économique, Programme National Persée, vol. 46(3), pages 549-559.
    9. Peter Kemper & David A. Long & Craig Thornton, 1984. "A Benefit-Cost Analysis of the Supported Work Experiment," Mathematica Policy Research Reports e8742cc76cf54d9b961d6b088, Mathematica Policy Research.
    10. Davidson, Carl & Woodbury, Stephen A, 1993. "The Displacement Effect of Reemployment Bonus Programs," Journal of Labor Economics, University of Chicago Press, vol. 11(4), pages 575-605, October.
    11. David H. Greenberg, 1997. "The Leisure Bias in Cost-Benefit Analyses of Employment and Training Programs," Journal of Human Resources, University of Wisconsin Press, vol. 32(2), pages 413-439.
    12. Michael Lechner, 2000. "An Evaluation of Public-Sector-Sponsored Continuous Vocational Training Programs in East Germany," Journal of Human Resources, University of Wisconsin Press, vol. 35(2), pages 347-375.
    13. 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.
    14. James J. Heckman & Jeffrey Smith & Nancy Clements, 1997. "Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 487-535.
    15. Burt S. Barnow, 1987. "The Impact of CETA Programs on Earnings: A Review of the Literature," Journal of Human Resources, University of Wisconsin Press, vol. 22(2), pages 157-193.
    16. Walter Corson, 1995. "Trade Adjustment Assistance," Mathematica Policy Research Reports 3c2b45a78c434ff1acecc50da, Mathematica Policy Research.
    17. James J. Heckman & Jeffrey A. Smith, 1995. "Assessing the Case for Social Experiments," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 85-110, Spring.
    18. Browning, Edgar K, 1987. "On the Marginal Welfare Cost of Taxation," American Economic Review, American Economic Association, vol. 77(1), pages 11-23, March.
    19. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-959, July.
    20. 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.
    21. Heckman, James J & Honore, Bo E, 1990. "The Empirical Content of the Roy Model," Econometrica, Econometric Society, vol. 58(5), pages 1121-1149, September.
    22. Green, Francis & Hoskins, Martin & Montgomery, Scott, 1996. "The Effects of Company Training, Further Education and the Youth Training Scheme on the Earnings of Young Employees," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 469-488, August.
    23. repec:bla:econom:v:57:y:1990:i:228:p:495-514 is not listed on IDEAS
    24. repec:mpr:mprres:1981 is not listed on IDEAS
    25. Ham, John C & LaLonde, Robert J, 1996. "The Effect of Sample Selection and Initial Conditions in Duration Models: Evidence from Experimental Data on Training," Econometrica, Econometric Society, vol. 64(1), pages 175-205, January.
    26. Henry S. Farber & Robert Gibbons, 1996. "Learning and Wage Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1007-1047.
    27. Bera, Anil K & Jarque, Carlos M & Lee, Lung-Fei, 1984. "Testing the Normality Assumption in Limited Dependent Variable Models," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(3), pages 563-578, October.
    28. Matzkin, Rosa L., 1993. "Nonparametric identification and estimation of polychotomous choice models," Journal of Econometrics, Elsevier, vol. 58(1-2), pages 137-168, July.
    29. Bassi, Laurie J, 1984. "Estimating the Effect of Training Programs with Non-Random Selection," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 36-43, February.
    30. John S. Chipman & James C. Moore, 1976. "Why An Increase In Gnp Need Not Imply An Improvement In Potential Welfare," Kyklos, Wiley Blackwell, vol. 29(3), pages 391-418, January.
    31. Lancaster, Tony & Imbens, Guido, 1996. "Case-control studies with contaminated controls," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 145-160.
    32. 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.
    33. Robert H. Topel & Michael P. Ward, 1992. "Job Mobility and the Careers of Young Men," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 439-479.
    34. van der Klaauw, Wilbert, 1997. "A Regression-Discontinuity Evaluation of the Effect of Financial Aid Offers on College Enrollment," Working Papers 97-10, C.V. Starr Center for Applied Economics, New York University.
    35. Peter Dolton & Gerald Makepeace & John Treble, 1994. "Public- and Private-Sector Training of Young People in Britain," NBER Chapters, in: Training and the Private Sector: International Comparisons, pages 261-282, National Bureau of Economic Research, Inc.
    36. Barron, John M & Berger, Mark C & Black, Dan A, 1997. "How Well Do We Measure Training?," Journal of Labor Economics, University of Chicago Press, vol. 15(3), pages 507-528, July.
    37. Curtis Eberwein & John C. Ham & Robert J. Lalonde, 1997. "The Impact of Being Offered and Receiving Classroom Training on the Employment Histories of Disadvantaged Women: Evidence from Experimental Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 655-682.
    38. Keith Whitfield & Constantine Bourlakis, 1991. "An Empirical Analysis of YTS, Employment and Earnings," Journal of Economic Studies, Emerald Group Publishing, vol. 18(1), pages 42-56, January.
    39. Heckman, James J, 1990. "Varieties of Selection Bias," American Economic Review, American Economic Association, vol. 80(2), pages 313-318, May.
    40. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
    41. Donohue, John J, III & Siegelman, Peter, 1998. "Allocating Resources among Prisons and Social Programs in the Battle against Crime," The Journal of Legal Studies, University of Chicago Press, vol. 27(1), pages 1-43, January.
    42. Barron, John M & Black, Dan A & Loewenstein, Mark A, 1989. "Job Matching and On-the-Job Training," Journal of Labor Economics, University of Chicago Press, vol. 7(1), pages 1-19, January.
    43. James Heckman & Jeffrey Smith & Christopher Taber, 1998. "Accounting For Dropouts In Evaluations Of Social Programs," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 1-14, February.
    44. Cosslett, Stephen R, 1983. "Distribution-Free Maximum Likelihood Estimator of the Binary Choice Model," Econometrica, Econometric Society, vol. 51(3), pages 765-782, May.
    45. repec:pri:indrel:dsp01mc87pq252 is not listed on IDEAS
    46. repec:bla:econom:v:47:y:1980:i:187:p:247-83 is not listed on IDEAS
    47. James J. Heckman & Carolyn Heinrich & Jeffrey Smith, 2002. "The Performance of Performance Standards," Journal of Human Resources, University of Wisconsin Press, vol. 37(4), pages 778-811.
    48. Harberger, Arnold C, 1971. "Three Basic Postulates for Applied Welfare Economics: An Interpretive Essay," Journal of Economic Literature, American Economic Association, vol. 9(3), pages 785-797, September.
    49. Gary Burtless, 1995. "The Case for Randomized Field Trials in Economic and Policy Research," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 63-84, Spring.
    50. Heckman, J.J. & Hotz, V.J., 1988. "Choosing Among Alternative Nonexperimental Methods For Estimating The Impact Of Social Programs: The Case Of Manpower Training," University of Chicago - Economics Research Center 88-12, Chicago - Economics Research Center.
    51. Jacob Mincer, 1962. "On-the-Job Training: Costs, Returns, and Some Implications," NBER Chapters, in: Investment in Human Beings, pages 50-79, National Bureau of Economic Research, Inc.
    52. James Heckman & Lance Lochner & Christopher Taber, 1998. "Explaining Rising Wage Inequality: Explanations With A Dynamic General Equilibrium Model of Labor Earnings With Heterogeneous Agents," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 1(1), pages 1-58, January.
    53. Matzkin, Rosa L, 1992. "Nonparametric and Distribution-Free Estimation of the Binary Threshold Crossing and the Binary Choice Models," Econometrica, Econometric Society, vol. 60(2), pages 239-270, March.
    54. de Koning, Jaap, 1993. "Measuring the Placement Effects of Two Wage-Subsidy Schemes for the Long-Term Unemployed," Empirical Economics, Springer, vol. 18(3), pages 447-468.
    55. Main, Brian G M & Raffe, David, 1983. "Determinants of Employment and Unemployment among School Leavers: Evidence from the 1979 Survey of Scottish School Leavers," Scottish Journal of Political Economy, Scottish Economic Society, vol. 30(1), pages 1-17, February.
    56. Weitzman, Martin L, 1979. "Optimal Search for the Best Alternative," Econometrica, Econometric Society, vol. 47(3), pages 641-654, May.
    57. Kraus, Florian & Puhani, Patrick A. & Steiner, Viktor, 1997. "Employment Effects of Publicly Financed Training Programs The East German Experience," ZEW Discussion Papers 97-33, ZEW - Leibniz Centre for European Economic Research.
    58. Anders Forslund & Alan B. Krueger, 1997. "An Evaluation of the Swedish Active Labor Market Policy: New and Received Wisdom," NBER Chapters, in: The Welfare State in Transition: Reforming the Swedish Model, pages 267-298, National Bureau of Economic Research, Inc.
    59. repec:bla:econom:v:63:y:1996:i:249:p:113-30 is not listed on IDEAS
    60. Dolton, Peter J & Makepeace, Gerald H & Treble, John G, 1994. "The Wage Effect of YTS: Evidence from YCS," Scottish Journal of Political Economy, Scottish Economic Society, vol. 41(4), pages 444-453, November.
    61. Kathryn H. Anderson & Richard V. Burkhauser & Jennie E. Raymond, 1993. "The Effect of Creaming on Placement Rates under the Job Training Partnership Act," ILR Review, Cornell University, ILR School, vol. 46(4), pages 613-624, July.
    62. Liliane Bonnal & Denis Fougère & Anne Sérandon, 1997. "Evaluating the Impact of French Employment Policies on Individual Labour Market Histories," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 683-713.
    63. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts," NBER Working Papers 6385, National Bureau of Economic Research, Inc.
    64. Friedlander, Daniel & Robins, Philip K, 1995. "Evaluating Program Evaluations: New Evidence on Commonly Used Nonexperimental Methods," American Economic Review, American Economic Association, vol. 85(4), pages 923-937, September.
    65. Howard S. Bloom, 1990. "Back to Work: Testing Reemployment Services for Displaced Workers," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number btw, December.
    66. Gueron, Judith M, 1990. "Work and Welfare: Lessons on Employment Programs," Journal of Economic Perspectives, American Economic Association, vol. 4(1), pages 79-98, Winter.
    67. Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
    68. Hutchinson, Gillian & Church, Andrew, 1989. "Wages, Unions, the Youth Training Scheme and the Young Workers Scheme," Scottish Journal of Political Economy, Scottish Economic Society, vol. 36(2), pages 160-182, May.
    69. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    70. Gritz, R. Mark, 1993. "The impact of training on the frequency and duration of employment," Journal of Econometrics, Elsevier, vol. 57(1-3), pages 21-51.
    71. Dolton, Peter & O'Neill, Donal, 1996. "Unemployment Duration and the Restart Effect: Some Experimental Evidence," Economic Journal, Royal Economic Society, vol. 106(435), pages 387-400, March.
    72. repec:pri:indrel:dsp014x51hj03n is not listed on IDEAS
    73. Donald W. K. Andrews & Marcia M. A. Schafgans, 1998. "Semiparametric Estimation of the Intercept of a Sample Selection Model," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(3), pages 497-517.
    74. Michael J. Puma & Nancy R. Burstein, 1994. "The national evaluation of the food stamp employment and training program," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 13(2), pages 311-330.
    75. Couch, Kenneth A, 1992. "New Evidence on the Long-Term Effects of Employment Training Programs," Journal of Labor Economics, University of Chicago Press, vol. 10(4), pages 380-388, October.
    76. Katherine P. Dickinson & Terry R. Johnson & Richard W. West, 1986. "An Analysis of the Impact of CETA Programs on Participants' Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 21(1), pages 64-91.
    77. 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.
    78. Heckman, James J, 1996. "Randomization as an Instrumental Variable: Notes," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 336-341, May.
    79. O'Higgins, Niall, 1994. "YTS, Employment, and Sample Selection Bias," Oxford Economic Papers, Oxford University Press, vol. 46(4), pages 605-628, October.
    80. Freeman, Richard B. & Topel, Robert H. & Swedenborg, Birgitta (ed.), 1997. "The Welfare State in Transition," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226261782, September.
    81. 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.
    82. Ridder, G, 1986. "An Event History Approach to the Evaluation of Training, Recruitment and Employment Programmes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(2), pages 109-126, April.
    83. 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.
    84. I. G. Begg & A. P. Blake & B. M. Deakin, 1991. "YTS and the Labour Market," British Journal of Industrial Relations, London School of Economics, vol. 29(2), pages 223-236, June.
    85. George E. Johnson & James D. Tomola, 1977. "The Fiscal Substitution Effect of Alternative Approaches to Public Service Employment Policy," Journal of Human Resources, University of Wisconsin Press, vol. 12(1), pages 3-26.
    86. Robert J. LaLonde, 1995. "The Promise of Public Sector-Sponsored Training Programs," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 149-168, Spring.
    87. Laurie J. Bassi, 1983. "The Effect of CETA on the Postprogram Earnings of Participants," Journal of Human Resources, University of Wisconsin Press, vol. 18(4), pages 539-556.
    88. repec:mpr:mprres:2737 is not listed on IDEAS
    89. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    90. Manski, Charles F & Lerman, Steven R, 1977. "The Estimation of Choice Probabilities from Choice Based Samples," Econometrica, Econometric Society, vol. 45(8), pages 1977-1988, November.
    91. Robert G. Fay, 1996. "Enhancing the Effectiveness of Active Labour Market Policies: Evidence from Programme Evaluations in OECD Countries," OECD Labour Market and Social Policy Occasional Papers 18, OECD Publishing.
    92. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    93. Robert S. Gay & Michael E. Borus, 1980. "Validating Performance Indicators for Employment and Training Programs," Journal of Human Resources, University of Wisconsin Press, vol. 15(1), pages 29-48.
    94. Dolton, Peter J, 1993. "The Economics of Youth Training in Britain," Economic Journal, Royal Economic Society, vol. 103(420), pages 1261-1278, September.
    95. Kane, Thomas J, 1994. "College Entry by Blacks since 1970: The Role of College Costs, Family Background, and the Returns to Education," Journal of Political Economy, University of Chicago Press, vol. 102(5), pages 878-911, October.
    96. Flinn, C. & Heckman, J., 1982. "New methods for analyzing structural models of labor force dynamics," Journal of Econometrics, Elsevier, vol. 18(1), pages 115-168, January.
    97. Main, Brian G M, 1985. "School-leaver Unemployment and the Youth Opportunities Programme in Scotland," Oxford Economic Papers, Oxford University Press, vol. 37(3), pages 426-447, September.
    98. Bound, John & Brown, Charles & Duncan, Greg J & Rodgers, Willard L, 1994. "Evidence on the Validity of Cross-Sectional and Longitudinal Labor Market Data," Journal of Labor Economics, University of Chicago Press, vol. 12(3), pages 345-368, July.
    99. 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.
    100. repec:bla:scandj:v:93:y:1991:i:4:p:531-43 is not listed on IDEAS
    101. Robert LaLonde, 1984. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," Working Papers 563, Princeton University, Department of Economics, Industrial Relations Section..
    102. Heckman, James J & Sedlacek, Guilherme, 1985. "Heterogeneity, Aggregation, and Market Wage Functions: An Empirical Model of Self-selection in the Labor Market," Journal of Political Economy, University of Chicago Press, vol. 93(6), pages 1077-1125, December.
    103. Thomas Fraker & Rebecca Maynard, 1987. "The Adequacy of Comparison Group Designs for Evaluations of Employment-Related Programs," Journal of Human Resources, University of Wisconsin Press, vol. 22(2), pages 194-227.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. James J. Heckman, 2005. "Micro Data, Heterogeneity and the Evaluation of Public Policy Part 2," The American Economist, Sage Publications, vol. 49(1), pages 16-44, March.
    3. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    4. Robert J. LaLonde, 2003. "Employment and Training Programs," NBER Chapters, in: Means-Tested Transfer Programs in the United States, pages 517-586, National Bureau of Economic Research, Inc.
    5. Burt S. Barnow & Jeffrey Smith, 2015. "Employment and Training Programs," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 127-234, National Bureau of Economic Research, Inc.
    6. Arild Aakvik & James J. Heckman & Edward J. Vytlacil, 2000. "Treatment Effects for Discrete Outcomes when Responses to Treatment Vary Among Observationally Identical Persons: An Application to Norwegian ..," NBER Technical Working Papers 0262, National Bureau of Economic Research, Inc.
    7. 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.
    8. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    9. Cockx, Bart & Bardoulat, Isabelle, 1999. "Vocational Training: Does it speed up the Transition Rate out of Unemployment ?," LIDAM Discussion Papers IRES 1999032, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    10. O'Higgins, Niall, 2001. "Youth unemployment and employment policy: a global perspective," MPRA Paper 23698, University Library of Munich, Germany.
    11. Smith, Jeffrey, 2000. "Evaluation aktiver Arbeitsmarktpolitik : Erfahrungen aus Nordamerika (Evaluating Avtive Labor Market Policies : Lessons from North America)," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 33(3), pages 345-356.
    12. Smith, Jeffrey, 2000. "Evaluation aktiver Arbeitsmarktpolitik : Erfahrungen aus Nordamerika (Evaluating Avtive Labor Market Policies : Lessons from North America)," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 33(3), pages 345-356.
    13. Deborah A. Cobb‐Clark & Thomas Crossley, 2003. "Econometrics for Evaluations: An Introduction to Recent Developments," The Economic Record, The Economic Society of Australia, vol. 79(247), pages 491-511, December.
    14. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    15. Jaap Abbring & James Heckman, 2008. "Dynamic policy analysis," CeMMAP working papers CWP05/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    16. Michael Lechner, 2002. "Mikroökonometrische Evaluation arbeitsmarktpolitischer Massnahmen," University of St. Gallen Department of Economics working paper series 2002 2002-20, Department of Economics, University of St. Gallen.
    17. Heckman, James, 2001. "Accounting for Heterogeneity, Diversity and General Equilibrium in Evaluating Social Programmes," Economic Journal, Royal Economic Society, vol. 111(475), pages 654-699, November.
    18. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    19. Thomas Brodaty & Bruno Crépon & Denis Fougère, 2007. "Les méthodes micro-économétriques d'évaluation et leurs applications aux politiques actives de l'emploi," Economie & Prévision, La Documentation Française, vol. 0(1), pages 93-118.
    20. Hujer, Reinhard & Wellner, Marc, 2000. "The Effects of Public Sector Sponsored Training on Individual Employment Performance in East Germany," IZA Discussion Papers 141, Institute of Labor Economics (IZA).

    More about this item

    JEL classification:

    • J0 - Labor and Demographic Economics - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:labchp:3-31. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/bookseriesdescription.cws_home/BS_HE/description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.