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Using Innovation Survey Data to Evaluate R&D Policy: The Case of Belgium

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  • Aerts, Kris
  • Czarnitzki, Dirk

Abstract

This study focuses on the impact of R&D policies in Flanders. We conduct a treatment effects analysis at the firm level to investigate possible crowdingout effects on the input side of the innovation process. Different specifications of R&D activity are considered as outcome variables in the treatment effects analysis. Applying a non-parametric matching, we conclude that subsidized firms would have invested significantly less in R&D activities, on average, if they had not received public R&D funding. Thus, crowding-out effects can be rejected in this case. --

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Bibliographic Info

Paper provided by ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research in its series ZEW Discussion Papers with number 04-55.

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Date of creation: 2004
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Handle: RePEc:zbw:zewdip:2193

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Keywords: R&D; Subsidies; Policy Evaluation; Non-parametric matching;

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References

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  1. Bronwyn H. Hall, 2002. "The Financing of Research and Development," Oxford Review of Economic Policy, Oxford University Press, vol. 18(1), pages 35-51, Spring.
  2. Czarnitzki, Dirk, 2002. "Research and development: financial constraints and the role of public funding for small and medium-sized enterprises," ZEW Discussion Papers 02-74, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  3. Paul A. David & Bronwyn H. Hall & Andrew A. Toole, 2000. "Is Public R&D a Complement or Substitute for Private R&D? A Review of the Econometric Evidence," Development and Comp Systems 9912002, EconWPA.
  4. Klette, T.J. & Moen, J. & Griliches, Z., 1999. "Do Subsidies to Commercial R&D Reduce Market Failures? Microeconometric Evaluation Studies," Papers 16/99, Norwegian School of Economics and Business Administration-.
  5. Dietmar Harhoff, 1997. "Are There Financing Constraints for R&D and Investment in German Manufacturing Firms?," CIG Working Papers FS IV 97-45, Wissenschaftszentrum Berlin (WZB), Research Unit: Competition and Innovation (CIG).
  6. Heckman, James J & Smith, Jeffrey, 1997. "Making the Most Out of Programme Evaluations and Social Experiments: Accounting for Heterogeneity in Programme Impacts," Review of Economic Studies, Wiley Blackwell, vol. 64(4), pages 487-535, October.
  7. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626 National Bureau of Economic Research, Inc.
  8. Joshua D. Angrist, 1998. "Estimating the Labor Market Impact of Voluntary Military Service Using Social Security Data on Military Applicants," Econometrica, Econometric Society, vol. 66(2), pages 249-288, March.
  9. Lerner, Josh, 1999. "The Government as Venture Capitalist: The Long-Run Impact of the SBIR Program," The Journal of Business, University of Chicago Press, vol. 72(3), pages 285-318, July.
  10. 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.
  11. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," NBER Working Papers 6699, National Bureau of Economic Research, Inc.
  12. Lechner, Michael, 1999. "Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption," IZA Discussion Papers 91, Institute for the Study of Labor (IZA).
  13. 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.
  14. Xulia González & Jordi Jaumandreu & Consuelo Pazó, 2001. "Barriers to innovation and subsidy e¤ectiveness," Working Papers 0112, Universidade de Vigo, Departamento de Economía Aplicada.
  15. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 2000. "Investment-Cash Flow Sensitivities Are Useful: A Comment On Kaplan And Zingales," The Quarterly Journal of Economics, MIT Press, vol. 115(2), pages 695-705, May.
  16. Robert E. Carpenter & Bruce C. Petersen, 2002. "Is The Growth Of Small Firms Constrained By Internal Finance?," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 298-309, May.
  17. 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 369-90, December.
  18. Rajeev H. Dehejia & Sadek Wahba, 1998. "Causal Effects in Non-Experimental Studies: Re-Evaluating the Evaluation of Training Programs," NBER Working Papers 6586, National Bureau of Economic Research, Inc.
  19. Lichtenberg, Frank R, 1987. "The Effect of Government Funding on Private Industrial Research and Development: A Re-assessment," Journal of Industrial Economics, Wiley Blackwell, vol. 36(1), pages 97-104, September.
  20. Heckman, James J & Ichimura, Hidehiko & Todd, Petra, 1998. "Matching as an Econometric Evaluation Estimator," Review of Economic Studies, Wiley Blackwell, vol. 65(2), pages 261-94, April.
  21. Holemans, Benni & Sleuwaegen, Leo, 1988. "Innovation expenditures and the role of government in Belgium," Research Policy, Elsevier, vol. 17(6), pages 375-379, December.
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Citations

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Cited by:
  1. Daniel Chudnovsky & Andrés López & Martín Rossi & Diego Ubfal, 2006. "Evaluating A Program of Public Funding of Private Innovation Activities. An Econometric Study of FONTAR in Argentina," OVE Working Papers 1606, Inter-American Development Bank, Office of Evaluation and Oversight (OVE).
  2. Birgit Aschhoff, 2010. "Who Gets the Money? The Dynamics of R&D Project Subsidies in Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 230(5), pages 522-546, October.
  3. Néstor Duch & Daniel Montolio & Mauro Mediavilla, 2007. "Evaluating the impact of public subsidies on a firm's performance: A quasi-experimental approach," Working Papers XREAP2007-07, Xarxa de Referència en Economia Aplicada (XREAP), revised Jul 2007.
  4. Sonja Radas & Ivan-Damir Anic, 2013. "Evaluating Additionality of an Innovation Subsidy Program Targeted at SMEs: An Exploratory Study," Croatian Economic Survey, The Institute of Economics, Zagreb, vol. 15(1), pages 61-88, April.
  5. Katrin Hussinger, 2004. "R&D and Subsidies at the Firm Level: An Application of Parametric and Semi-Parametric Two-Step Selection Models," Public Economics 0403005, EconWPA.
  6. Giovanni Cerulli & Bianca Potì, 2010. "The differential impact of privately and publicly funded R&D on R&D investment and innovation: The Italian case," Working Papers 10, Doctoral School of Economics, Sapienza University of Rome, revised 2010.
  7. Giovanni Cerulli, 2008. "Modelling and measuring the effects of public subsidies on business R&D: theoretical and econometric issues," CERIS Working Paper 200803, Institute for Economic Research on Firms and Growth - Moncalieri (TO).
  8. Beatriz Corchuelo & Ester Martinez-Ros, 2009. "The Effects of Fiscal Incentives for R & D in Spain," Business Economics Working Papers wb092302, Universidad Carlos III, Departamento de Economía de la Empresa.
  9. Emmanuel Duguet, 2008. "L’effet du credit d’impôt recherche sur le financement privé de la recherche : une évaluation économétrique," Documents de recherche 08-08, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
  10. Aschhoff, Birgit, 2009. "The effect of subsidies on R&D investment and success: do subsidy history and size matter?," ZEW Discussion Papers 09-032, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  11. Tommy Clausen, 2008. "Do subsidies have positive impacts on R&D and innovation activities at the firm level?," Working Papers on Innovation Studies 20070615, Centre for Technology, Innovation and Culture, University of Oslo.
  12. Hud, Martin & Hussinger, Katrin, 2014. "The impact of R&D subsidies during the crisis," ZEW Discussion Papers 14-024, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  13. Tommy Clausen, 2007. "Access (not) granted: What kinds of firms participate in technology programs?," Working Papers on Innovation Studies 20070612, Centre for Technology, Innovation and Culture, University of Oslo.
  14. Garcia, Abraham & Mohnen, Pierre, 2010. "Impact of government support on R&D and innovation," MERIT Working Papers 034, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  15. Aerts, Kris & Schmidt, Tobias, 2006. "Two for the price of one? On additionality effects of R&D subsidies: A comparison between Flanders and Germany," ZEW Discussion Papers 06-63, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.

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