IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

Evaluating innovation policy: a structural treatment effect model of R&D subsidies

  • Takalo, Tuomas

    ()

    (Bank of Finland Research)

  • Tanayama, Tanja

    ()

    (HECER, University of Helsinki)

  • Toivanen, Otto

    ()

    (HECER, University of Helsinki)

This paper studies the welfare effects of R&D subsidies. We develop a model of continuous optimal treatment with outcome heterogeneity where the treatment outcome depends on applicant investment. The model takes into account heterogeneous application costs and identifies the treatment effect on the public agency running the programme. Under the assumption of a welfare-maximizing agency, we identify general equilibrium treatment effects. Applyiing our model to R&D project-level data we find substantial treatment effect heterogeneity. Agency-specific treatment effects are smaller than private treatment effects. We find that the rate of return on subsidies for the agency is 30–50%.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.suomenpankki.fi/en/julkaisut/tutkimukset/keskustelualoitteet/Documents/0807netti.pdf
Download Restriction: no

Paper provided by Bank of Finland in its series Research Discussion Papers with number 7/2008.

as
in new window

Length: 59 pages
Date of creation: 11 Mar 2008
Date of revision:
Publication status: Published as Takalo, Tuomas, Tanja Tanayama and Otto Toivanen, 'Evaluating innovation policy: a structural treatment effect model of R&D subsidies' in Review of Economics and Statistics , 2013, pages 255-272.
Handle: RePEc:hhs:bofrdp:2008_007
Contact details of provider: Postal: Bank of Finland, P.O. Box 160, FI-00101 Helsinki, Finland
Web page: http://www.suomenpankki.fi/en/

More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Hall, Bronwyn, 2002. "The Financing of Research and Development," Department of Economics, Working Paper Series qt5rf0x9gz, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
  2. James J. Heckman & Sergio Urzua & Edward Vytlacil, 2009. "Understanding Instrumental Variables in Models with Essential Heterogeneity," Working Papers 200941, Geary Institute, University College Dublin.
  3. Mitali Das & Whitney K. Newey & Francis Vella, 2003. "Nonparametric Estimation of Sample Selection Models," Review of Economic Studies, Oxford University Press, vol. 70(1), pages 33-58.
  4. Powell, James L., 1984. "Least absolute deviations estimation for the censored regression model," Journal of Econometrics, Elsevier, vol. 25(3), pages 303-325, July.
  5. Heckman, James J & Lochner, Lance & Taber, Christopher, 1998. "General-Equilibrium Treatment Effects: A Study of Tuition Policy," American Economic Review, American Economic Association, vol. 88(2), pages 381-86, May.
  6. James J. Heckman & Vytlacil, Edward J., 2007. "Econometric Evaluation of Social Programs, Part I: Causal Models, Structural Models and Econometric Policy Evaluation," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 70 Elsevier.
  7. Mark B. Stewart, 2004. "Semi-nonparametric estimation of extended ordered probit models," Stata Journal, StataCorp LP, vol. 4(1), pages 27-39, March.
  8. Kuismanen, Mika, 2000. "Labour Supply and Income Tax Changes: A Simulation Study for Finland," Research Discussion Papers 5/2000, Bank of Finland.
  9. Xulia González & Jordi Jaumandreu & Consuelo Pazó, 2001. "Barriers to innovation and subsidy e¤ectiveness," Working Papers 0112, Universidade de Vigo, Departamento de Economía Aplicada.
  10. David, Paul A. & Hall, Bronwyn H. & Toole, Andrew A., 2000. "Is public R&D a complement or substitute for private R&D? A review of the econometric evidence," Research Policy, Elsevier, vol. 29(4-5), pages 497-529, April.
  11. James J. Heckman & Jeffrey A. Smith, 2003. "The Determinants of Participation in a Social Program: Evidence from a Prototypical Job Training Program," NBER Working Papers 9818, National Bureau of Economic Research, Inc.
  12. Lanjouw, Jean Olson, 1998. "Patent Protection in the Shadow of Infringement: Simulation Estimations of Patent Value," Review of Economic Studies, Wiley Blackwell, vol. 65(4), pages 671-710, October.
  13. Ariel Pakes, 1986. "Patents as Options: Some Estimates of the Value of Holding European Patent Stocks," NBER Working Papers 1340, National Bureau of Economic Research, Inc.
  14. Philippe Gagnepain & Marc Ivaldi, 2002. "Incentive Regulatory policies: The Case of Public Transit Systems in France," Post-Print hal-00622846, HAL.
  15. James J. Heckman & Jeffrey A. Smith & Christopher Taber, 1996. "What Do Bureaucrats Do? The Effects of Performance Standards and Bureaucratic Preferences on Acceptance into the JTPA Program," NBER Working Papers 5535, National Bureau of Economic Research, Inc.
  16. Peter Howitt, 1999. "Steady Endogenous Growth with Population and R & D Inputs Growing," Journal of Political Economy, University of Chicago Press, vol. 107(4), pages 715-730, August.
  17. 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.
  18. Richard C. Levin & Peter C. Reiss, 1988. "Cost-Reducing and Demand-Creating R&D with Spillovers," RAND Journal of Economics, The RAND Corporation, vol. 19(4), pages 538-556, Winter.
  19. R. Blaine Roberts & G.S. Maddala & Gregory Enholm, 1978. "Determinants of the Requested Rate of Return and the Rate of Return Granted in a Formal Regulatory Process," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 611-621, Autumn.
  20. Saul Lach, 2000. "Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel," NBER Working Papers 7943, National Bureau of Economic Research, Inc.
  21. Jan Eeckhout & Boyan Jovanovic, 2002. "Knowledge Spillovers and Inequality," American Economic Review, American Economic Association, vol. 92(5), pages 1290-1307, December.
  22. Rebecca Henderson & Iain Cockburn, . "Scale, Scope and Spillovers: The Determinants of Research Productivity in Drug Discovery," Working Papers ec25/94, Department of Economics, University of Lancaster.
  23. Tor Jakob Klette & Jarle Møen & Zvi Griliches, 1999. "Do Subsidies to Commercial R&D Reduce Market Failures? Microeconomic Evaluation Studies," NBER Working Papers 6947, National Bureau of Economic Research, Inc.
  24. Gallant, A Ronald & Nychka, Douglas W, 1987. "Semi-nonparametric Maximum Likelihood Estimation," Econometrica, Econometric Society, vol. 55(2), pages 363-90, March.
  25. James J. Heckman & Vytlacil, Edward J., 2007. "Econometric Evaluation of Social Programs, Part II: Using the Marginal Treatment Effect to Organize Alternative Econometric Estimators to Evaluate Social Programs, and to Forecast their Effects in New," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 71 Elsevier.
  26. Ackerberg, Daniel & Lanier Benkard, C. & Berry, Steven & Pakes, Ariel, 2007. "Econometric Tools for Analyzing Market Outcomes," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 63 Elsevier.
  27. Dirk Czarnitzki & Georg Licht, 2006. "Additionality of public R&D grants in a transition economy," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 14(1), pages 101-131, 03.
  28. Amil Petrin, 2002. "Quantifying the Benefits of New Products: The Case of the Minivan," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 705-729, August.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:hhs:bofrdp:2008_007. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Minna Nyman)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.