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Do Direct Subsidies Stimulate New R&D Outputs in Firms? Evidence from the Czech Republic

Author

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  • Oleg Sidorkin

    (CERGE-EI, a joint workplace of Charles University and the Economics Institute of the Czech Academy of Sciences)

  • Martin Srholec

    (CERGE-EI, a joint workplace of Charles University and the Economics Institute of the Czech Academy of Sciences)

Abstract

This study examines output additionality effects of direct support to business R&D in the Czech Republic over 2004–2016. Using a large and rich firm-level dataset, we employ a non-parametric propensity score matching estimator to find out whether the subsidies stimulated new applications for formal intellectual property (IP) protection that would not have been made otherwise. The results indicate additionality effects for IP protection of R&D outputs at home but not abroad. Hence, the subsidies have fallen short of expectations for promoting new technology that is sufficiently novel to warrant international IP protection and thus could make a difference in foreign markets. The paper concludes with reflections on how subsidy programmes of this kind are justified, designed and evaluated.

Suggested Citation

  • Oleg Sidorkin & Martin Srholec, 2022. "Do Direct Subsidies Stimulate New R&D Outputs in Firms? Evidence from the Czech Republic," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2203-2229, September.
  • Handle: RePEc:spr:jknowl:v:13:y:2022:i:3:d:10.1007_s13132-021-00812-y
    DOI: 10.1007/s13132-021-00812-y
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    1. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2009. "Dealing with limited overlap in estimation of average treatment effects," Biometrika, Biometrika Trust, vol. 96(1), pages 187-199.
    2. Liliana Gelabert & Andrea Fosfuri & Josep A. Tribó, 2009. "Does The Effect Of Public Support For R&D Depend On The Degree Of Appropriability?," Journal of Industrial Economics, Wiley Blackwell, vol. 57(4), pages 736-767, December.
    3. Konstantins Benkovskis & Oļegs Tkačevs & Naomitsu Yashiro & Beata Javorcik, 2019. "Importance of EU regional support programmes for firm performance," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(98), pages 267-313.
    4. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    5. Anthony P. Thirlwall, 2011. "The Balance of Payments Constraint as an Explanation of International Growth Rate Differences," PSL Quarterly Review, Economia civile, vol. 64(259), pages 429-438.
    6. José Ángel Zúñiga-Vicente & César Alonso-Borrego & Francisco J. Forcadell & José I. Galán, 2014. "Assessing The Effect Of Public Subsidies On Firm R&D Investment: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 28(1), pages 36-67, February.
    7. Konstantins Benkovskis & Olegs Tkacevs & Naomitsu Yashiro, 2018. "Importance of EU Regional Support Programmes for Firm Performance," Working Papers 2018/01, Latvijas Banka.
    8. Guo, Di & Guo, Yan & Jiang, Kun, 2016. "Government-subsidized R&D and firm innovation: Evidence from China," Research Policy, Elsevier, vol. 45(6), pages 1129-1144.
    9. Elisa Ughetto, 2008. "Does internal finance matter for R&D? New evidence from a panel of Italian firms," Cambridge Journal of Economics, Oxford University Press, vol. 32(6), pages 907-925, November.
    10. Catozzella, Alessandra & Vivarelli, Marco, 2011. "Beyond Additionality: Are Innovation Subsidies Counterproductive?," IZA Discussion Papers 5746, Institute of Labor Economics (IZA).
    11. Fagerberg, Jan, 1988. "International Competitiveness," Economic Journal, Royal Economic Society, vol. 98(391), pages 355-374, June.
    12. Ondřej Dvouletý & Ivana Blažková, 2019. "The Impact of Public Grants on Firm-Level Productivity: Findings from the Czech Food Industry," Sustainability, MDPI, vol. 11(2), pages 1-24, January.
    13. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    14. 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.
    15. Bronwyn Hall & Christian Helmers & Mark Rogers & Vania Sena, 2014. "The Choice between Formal and Informal Intellectual Property: A Review," Journal of Economic Literature, American Economic Association, vol. 52(2), pages 375-423, June.
    16. Dirk Fornahl & Tom Broekel & Ron Boschma, 2011. "What drives patent performance of German biotech firms? The impact of R&D subsidies, knowledge networks and their location," Papers in Regional Science, Wiley Blackwell, vol. 90(2), pages 395-418, June.
    17. Alberto Abadie & Guido W. Imbens, 2008. "On the Failure of the Bootstrap for Matching Estimators," Econometrica, Econometric Society, vol. 76(6), pages 1537-1557, November.
    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. Giuseppina Testa & Katarzyna Szkuta & Paul N Cunningham, 2019. "Improving access to finance for young innovative enterprises with growth potential: Evidence of impact of R&D grant schemes on firms' outputs," Research Evaluation, Oxford University Press, vol. 28(4), pages 355-369.
    20. Fagerberg, Jan, 1996. "Technology and Competitiveness," Oxford Review of Economic Policy, Oxford University Press, vol. 12(3), pages 39-51, Autumn.
    21. 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, March.
    22. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    23. Tomáš Ratinger & Vladislav Čadil & Sylvester Amoako Agyemang, 2020. "Are There Any Economic Impacts of Business R&D Support? The Case of the Czech Republic," Central European Business Review, Prague University of Economics and Business, vol. 2020(5), pages 45-62.
    24. Ondřej Dvouletý & Stjepan Srhoj & Smaranda Pantea, 2021. "Public SME grants and firm performance in European Union: A systematic review of empirical evidence," Small Business Economics, Springer, vol. 57(1), pages 243-263, June.
    25. Fagerberg, Jan, 1988. "International Competitiveness: Errata," Economic Journal, Royal Economic Society, vol. 98(393), pages 1203-1203, December.
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    More about this item

    Keywords

    R&D output; Government subsidy; Additionality effect; Microdata; Czechia;
    All these keywords.

    JEL classification:

    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General

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