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Do Financial Incentives for Firms Promote Employment of Disabled Workers? A Regression Discontinuity Approach

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Author Info

  • Rafael Lalive
  • Jean-Philippe Wuellrich
  • Josef Zweimüller

Abstract

We study the impact of employment quota on firms' demand for disabled workers. The Austrian Disabled Persons Employment Act (DPEA) requires firms to provide at least one job to a disabled worker per 25 non-disabled workers, a rule which is strictly enforced by non-compliance taxation. We find that, as a result of the discontinuous nature of the noncompliance tax, firms exactly at the quota threshold employ 0.05 (20 % in relative terms) more disabled workers than firms just below the threshold { an effect that is unlikely driven by purposeful selection below the threshold. The flat rate nature of the non-compliance tax generates strong employment effects for low-wage firms and weak effects for high-wage firms. We also find that growing firms passing the quota threshold react with a substantial time-lag but the magnitude of the long-run effect is similar to the one found in cross-section contrasts.

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Bibliographic Info

Paper provided by The Austrian Center for Labor Economics and the Analysis of the Welfare State, Johannes Kepler University Linz, Austria in its series NRN working papers with number 2009-11.

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Length: 42 pages
Date of creation: Jul 2009
Date of revision:
Handle: RePEc:jku:nrnwps:2009_11

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Keywords: disability; discrimination; employment; employment quota; regression discontinuity;

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References

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  1. Lalive, Rafael, 2008. "How do extended benefits affect unemployment duration A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 785-806, February.
  2. Daron Acemoglu & Joshua D. Angrist, 2001. "Consequences of Employment Protection? The Case of the Americans with Disabilities Act," Journal of Political Economy, University of Chicago Press, vol. 109(5), pages 915-957, October.
  3. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
  4. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-09, January.
  5. Bell, David & Heitmueller, Axel, 2009. "The Disability Discrimination Act in the UK: Helping or hindering employment among the disabled?," Journal of Health Economics, Elsevier, vol. 28(2), pages 465-480, March.
  6. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2006. "Robust Inference with Multi-way Clustering," NBER Technical Working Papers 0327, National Bureau of Economic Research, Inc.
  7. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
  8. John DiNardo & David S. Lee, 2004. "Economic Impacts of New Unionization On Private Sector Employers: 1984-2001," The Quarterly Journal of Economics, MIT Press, vol. 119(4), pages 1383-1441, November.
  9. Thomas DeLeire, 2000. "The Wage and Employment Effects of the Americans with Disabilities Act," Working Papers 0008, Harris School of Public Policy Studies, University of Chicago.
  10. Humer, Brigitte & Wuellrich, Jean-Philippe & Zweimüller, Josef, 2007. "Integrating Severely Disabled Individuals into the Labour Market: The Austrian Case," IZA Discussion Papers 2649, Institute for the Study of Labor (IZA).
  11. Kathleen Beegle & Wendy A. Stock, 2003. "The Labor Market Effects of Disability Discrimination Laws," Journal of Human Resources, University of Wisconsin Press, vol. 38(4).
  12. David S. Lee & David Card, 2006. "Regression Discontinuity Inference with Specification Error," NBER Technical Working Papers 0322, National Bureau of Economic Research, Inc.
  13. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule To Estimate The Effect Of Class Size On Scholastic Achievement," The Quarterly Journal of Economics, MIT Press, vol. 114(2), pages 533-575, May.
  14. Michael Lechner & Rosalia Vazquez-Alvarez, 2003. "The Effect of Disability on Labour Market Outcomes in Germany: Evidence from Matching," University of St. Gallen Department of Economics working paper series 2003 2003-20, Department of Economics, University of St. Gallen.
  15. Christine Jolls & J.J. Prescott, 2004. "Disaggregating Employment Protection: The Case of Disability Discrimination," NBER Working Papers 10740, National Bureau of Economic Research, Inc.
  16. Welch, Finis, 1976. "Employment Quotas for Minorities," Journal of Political Economy, University of Chicago Press, vol. 84(4), pages S105-39, August.
  17. Verick, Sher, 2004. "Do Financial Incentives Promote the Employment of the Disabled?," IZA Discussion Papers 1256, Institute for the Study of Labor (IZA).
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Cited by:
  1. Judit Vall Castello, 2010. "Promoting Employment of Disabled Women in Spain; Evaluating a Policy," Working Papers 2010-10, FEDEA.
  2. Marie, Olivier & Vall Castello, Judit, 2012. "Measuring the (income) effect of disability insurance generosity on labour market participation," Journal of Public Economics, Elsevier, vol. 96(1), pages 198-210.
  3. Miguel Ángel Malo & Ricardo Pagan, 2014. "Hiring Workers with Disabilities when a Quota Requirement Exists: The Relevance of Firm’s Size," AIEL Series in Labour Economics, in: Dario Sciulli & Miguel Ángel Malo (ed.), Disadvantaged Workers, edition 1, chapter 4, pages 49-63 AIEL - Associazione Italiana Economisti del Lavoro.
  4. Hijzen, Alexander & Mondauto, Leopoldo & Scarpetta, Stefano, 2013. "The Perverse Effects of Job-Security Provisions on Job Security in Italy: Results from a Regression Discontinuity Design," IZA Discussion Papers 7594, Institute for the Study of Labor (IZA).
  5. Frölich, Markus & Melly, Blaise, 2008. "Quantile Treatment Effects in the Regression Discontinuity Design," IZA Discussion Papers 3638, Institute for the Study of Labor (IZA).
  6. Humer, Brigitte & Wuellrich, Jean-Philippe & Zweimüller, Josef, 2007. "Integrating Severely Disabled Individuals into the Labour Market: The Austrian Case," IZA Discussion Papers 2649, Institute for the Study of Labor (IZA).
  7. Wuellrich, Jean-Philippe, 2010. "The effects of increasing financial incentives for firms to promote employment of disabled workers," Economics Letters, Elsevier, vol. 107(2), pages 173-176, May.
  8. Vall Castello, Judit, 2012. "Promoting employment of disabled women in Spain; Evaluating a policy," Labour Economics, Elsevier, vol. 19(1), pages 82-91.

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