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Do Wages Subsidies Increase Employment in Subsidised Firms?

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Listed author(s):
  • Aki Kangasharju

Abstract

The present paper examines whether subsidised jobs have contributed to the employment in subsidised firms or merely substituted for non-subsidised ones. The data set is an unbalanced panel of some 31,000 firms that are followed annually between 1995 and 2002. The analysis is based on difference-in-differences, which is adjusted by regression and matching methods. The results indicate that wage subsidies stimulate employment, and the magnitude of the effect is as aimed. It is also found that subsidies have no sizable effects on non-subsidised firms of the industry or geographical area in question.

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Paper provided by Government Institute for Economic Research Finland (VATT) in its series Discussion Papers with number 378.

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Date of creation: 30 Dec 2005
Handle: RePEc:fer:dpaper:378
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Keywords: Evaluation; employment; wage subsidies;

Other versions of this item:

Find related papers by JEL classification:
  • J18 - Labor and Demographic Economics - - Demographic Economics - - - Public Policy
  • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy
  • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand

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  1. James Heckman & Lance Lochner & Ricardo Cossa, 2002. "Learning-By-Doing Vs. On-the-Job Training: Using Variation Induced by the EITC to Distinguish Between Models of Skill Formation," NBER Working Papers 9083, National Bureau of Economic Research, Inc.
  2. 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.
  3. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Oxford University Press, vol. 64(4), pages 605-654.
  4. Angrist, Joshua D. & Krueger, Alan B., 1999. "Empirical strategies in labor economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366 Elsevier.
  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. Lach, Saul, 2002. "Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 369-390, December.
  7. Matz Dahlberg & Anders Forslund, 2005. "Direct Displacement Effects of Labour Market Programmes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 107(3), pages 475-494, 09.
  8. Isabel Busom, 2000. "An Empirical Evaluation of The Effects of R&D Subsidies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(2), pages 111-148.
  9. Stephen G. Donald & Kevin Lang, 2007. "Inference with Difference-in-Differences and Other Panel Data," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 221-233, May.
  10. Takis Venetoklis, 1999. "Process Evaluation of Business Subsidies in Finland. A Quantitative Approach," Research Reports 58, Government Institute for Economic Research Finland (VATT).
  11. John P Martin, 1998. "What Works Among Active Labour Market Policies: Evidence from OECD Countries' Experiences," RBA Annual Conference Volume, in: Guy Debelle & Jeff Borland (ed.), Unemployment and the Australian Labour Market Reserve Bank of Australia.
  12. 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.
  13. Gary Burtless, 1985. "Are Targeted Wage Subsidies Harmful? Evidence from a Wage Voucher Experiment," ILR Review, Cornell University, ILR School, vol. 39(1), pages 105-114, October.
  14. 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.
  15. James J. Heckman, 1995. "Instrumental Variables: A Cautionary Tale," NBER Technical Working Papers 0185, National Bureau of Economic Research, Inc.
  16. Michael Lechner, 2002. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(1), pages 59-82.
  17. J Richardson, 1998. "Do wage subsidies Enhance Employability? Evidence from Australian Youth," CEP Discussion Papers dp0387, Centre for Economic Performance, LSE.
  18. Richard Blundell & Monica Costa Dias, 2000. "Evaluation methods for non-experimental data," Fiscal Studies, Institute for Fiscal Studies, vol. 21(4), pages 427-468, January.
  19. Lechner, Michael, 1999. "Earnings and Employment Effects of Continuous Off-the-Job Training in East Germany after Unification," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 74-90, January.
  20. 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.
  21. Klette, Tor Jakob & Møen, Jarle, 2011. "R&D investment responses to R&D subsidies: A theoretical analysis and a microeconometric study," Discussion Papers 2011/15, Department of Business and Management Science, Norwegian School of Economics.
  22. Takis Venetoklis, 2001. "Business Subsidies and Bureaucratic Behaviour - A Revised Approach," Research Reports 83, Government Institute for Economic Research Finland (VATT).
  23. Heckman, James J & Smith, Jeffrey A, 1999. "The Pre-programme Earnings Dip and the Determinants of Participation in a Social Programme. Implications for Simple Programme Evaluation Strategies," Economic Journal, Royal Economic Society, vol. 109(457), pages 313-348, July.
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