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The Success of Job Applications: A New Approach to Programme Evaluation

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Author Info

  • Falk, Armin
  • Lalive, Rafael
  • Zweimüller, Josef

Abstract

In this Paper, we suggest a novel approach to programme evaluation that allows identification of the causal effect of a training programme on the likelihood of being invited to a job interview under weak assumptions. The idea is to measure the programme-effects by pre- and post-treatment data that are very close in time for the same individual. Our approach provides useful information on both average effects of the programme as well as information on potential differences in the effects of the programme by type of vacancy or by individual.

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Bibliographic Info

Paper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 4461.

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Date of creation: Jun 2004
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Handle: RePEc:cpr:ceprdp:4461

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Related research

Keywords: active labour market programme; correspondence testing; evaluation; field experiments;

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References

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  1. Charles F. Manski, 2000. "Using Studies of Treatment Response to Inform Treatment Choice in Heterogeneous Populations," NBER Technical Working Papers 0263, National Bureau of Economic Research, Inc.
  2. Riach, Peter A & Rich, Judith, 1991. "Testing for Racial Discrimination in the Labour Market," Cambridge Journal of Economics, Oxford University Press, vol. 15(3), pages 239-56, September.
  3. Heckman, James J & Ichimura, Hidehiko & Todd, Petra E, 1997. "Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 605-54, October.
  4. Gorter, Cees & Nijkamp, Peter & Rietveld, Piet, 1993. "The Impact of Employers' Recruitment Behaviour on the Allocation of Vacant Jobs to Unemployed Job Seekers," Empirical Economics, Springer, vol. 18(2), pages 251-69.
  5. 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.
  6. Doris Weichselbaumer, 2000. "Is it sex or personality? The impact of sex-stereotypes on discrimination in applicant selection," Economics working papers 2000-11, Department of Economics, Johannes Kepler University Linz, Austria.
  7. Agell, Jonas & Lundborg, Per, 1999. "Survey Evidence on Wage Rigidity and Unemployment: Sweden in the 1990s," Working Paper Series 1999:12, Uppsala University, Department of Economics.
  8. van Ours, Jan & Ridder, Geert, 1992. "Vacancies and the Recruitment of New Employees," Journal of Labor Economics, University of Chicago Press, vol. 10(2), pages 138-55, April.
  9. Lindeboom, Maarten & van Ours, Jan C & Renes, Gusta, 1994. "Matching Employers and Workers: An Empirical Analysis on the Effectiveness of Search," Oxford Economic Papers, Oxford University Press, vol. 46(1), pages 45-67, January.
  10. 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.
  11. Albrecht, J.W. & Ours, J.C. van, 2001. "Using Employer Hiring Behavior to Test the Educational Signaling Hypothesis," Discussion Paper 2001-49, Tilburg University, Center for Economic Research.
  12. David Neumark & Roy J. Bank & Kyle D. Van Nort, 1995. "Sex Discrimination in Restaurant Hiring: An Audit Study," NBER Working Papers 5024, National Bureau of Economic Research, Inc.
  13. Agell, Jonas & Lundborg, Per, 1993. "Theories of Pay and Unemployment: Survey Evidence from Swedish Manufacturing Firms," Working Paper Series 380, Research Institute of Industrial Economics.
  14. 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.
  15. Falk, Armin & Lalive, Rafael & Zweimüller, Josef, 2005. "The success of job applications: a new approach to program evaluation," Labour Economics, Elsevier, vol. 12(6), pages 739-748, December.
  16. Peter A. Riach & Judith Rich, 1995. "An Investigation of Gender Discrimination in Labor Hiring," Eastern Economic Journal, Eastern Economic Association, vol. 21(3), pages 343-356, Summer.
  17. Michael Firth, 1981. "Racial discrimination in the British labor market," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 34(2), pages 265-272, January.
  18. Gerfin, Michael & Lechner, Michael, 2000. "Microeconometric Evaluation of the Active Labour Market Policy in Switzerland," IZA Discussion Papers 154, Institute for the Study of Labor (IZA).
  19. Ours, J.C. van & Ridder, G., 1992. "Vacancies and recruitment of new employees," Open Access publications from Tilburg University urn:nbn:nl:ui:12-142178, Tilburg University.
  20. 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.
  21. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
  22. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-38, May.
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Citations

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Cited by:
  1. Deuchert, Eva & Kauer, Lukas, 2013. "Hiring subsidies for people with a disability: Helping or hindering? - Evidence from a small scale social field experiment," Economics Working Paper Series 1335, University of St. Gallen, School of Economics and Political Science.
  2. Falk, Armin & Lalive, Rafael & Zweimüller, Josef, 2004. "The Success of Job Applications: A New Approach to Program Evaluation," IZA Discussion Papers 1100, Institute for the Study of Labor (IZA).
  3. Arni, Patrick, 2012. "Kausale Evaluation von Pilotprojekten: Die Nutzung von Randomisierung in der Praxis," IZA Standpunkte 52, Institute for the Study of Labor (IZA).

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