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L'apport de la microéconométrie à l'évaluation des politiques publiques

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  • Thierry Magnac

Abstract

In this paper, we survey the microeconometric literature on the quantitative evaluation of public interventions in the labour market, focussing upon the measure of programme effects for the participants to the programme (“the effect of the treatment on the treated”). We briefly summarize the main statistical problem that evaluation studies are confronted with, that is endogenous selection. We distinguish estimation methods according to the use of controlled experiment, natural experiment or non experimental data. We continue by describing an example of programme evaluation where we study the effects of public training schemes for youths, on their subsequent employment probabilities. We use non experimental data on youth employment histories at the beginning of the nineties in France and we contrast the results of the evaluation between urban and rural areas. The main result is that the effects of training schemes on employment probabilities are not significant in both areas. We continue by discussing the benefits and costs of experimental and non experimental data according to the type of public policies and their intended range and by presenting some examples of limitations, when using controlled or natural experiments, that have been described in the literature. Despite these limitations, we conclude by insisting upon the need to more closely relate the data collection process to any programme evaluation.

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  • Thierry Magnac, 2000. "L'apport de la microéconométrie à l'évaluation des politiques publiques," Cahiers d'Economie et Sociologie Rurales, INRA Department of Economics, vol. 54, pages 89-113.
  • Handle: RePEc:rae:jouces:v:54:y:2000:p:89-113
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    1. Joshua D. Angrist & Alan B. Krueger, 1991. "Estimating the Payoff to Schooling Using the Vietnam-era Draft Lottery," Working Papers 670, Princeton University, Department of Economics, Industrial Relations Section..
    2. Richard Blundell & Alan Duncan & Costas Meghir, 1998. "Estimating Labor Supply Responses Using Tax Reforms," Econometrica, Econometric Society, vol. 66(4), pages 827-862, July.
    3. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
    4. Cockx, Bart & Van der Linden, Bruno & Karaa, Adel, 1998. "Active Labour Market Policies and Job Tenure," Oxford Economic Papers, Oxford University Press, vol. 50(4), pages 685-708, October.
    5. 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.
    6. Chamberlain, Gary, 1984. "Panel data," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 22, pages 1247-1318, Elsevier.
    7. 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.
    8. Thierry Magnac & Michael Visser, 1999. "Transition Models With Measurement Errors," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 466-474, August.
    9. 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.
    10. 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.
    11. Thomas Piketty, 1998. "L'impact des incitations financières au travail sur les comportements individuels : une estimation pour le cas français," Économie et Prévision, Programme National Persée, vol. 132(1), pages 1-35.
    12. 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.
    13. Thierry Magnac, 1997. "Les stages et l'insertion professionnelle des jeunes : une évaluation statistique," Économie et Statistique, Programme National Persée, vol. 304(1), pages 75-94.
    14. Bruce D. Meyer, 1995. "Lessons from the U.S. Unemployment Insurance Experiments," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 91-131, March.
    15. Card, David & Sullivan, Daniel G, 1988. "Measuring the Effect of Subsidized Training Programs on Movements in and out of Employment," Econometrica, Econometric Society, vol. 56(3), pages 497-530, May.
    16. 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.
    17. Anne-Lise Aucouturier & Didier Gelot, 1994. "Les dispositifs pour l'emploi et les jeunes sortant de scolarité : une utilisation massive, des trajectoires diversifiées," Économie et Statistique, Programme National Persée, vol. 277(1), pages 75-93.
    18. Dubin, Jeffrey A. & Rivers, Douglas, 1993. "Experimental estimates of the impact of wage subsidies," Journal of Econometrics, Elsevier, vol. 56(1-2), pages 219-242, March.
    19. 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.
    20. Abbring, Jaap H. & Berg, Gerard J. van den & Ours, Jan C. van, 1996. "The effect of unemployment insurance sanctions on the transition rate from unemployment to employment," Serie Research Memoranda 0038, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
    21. 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.
    22. 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.
    23. 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.
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