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Determinants of Firm's Innovation

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  • Alena Zemplinerová
  • Eva Hromádková

Abstract

The primary aim of the paper is an analysis of the relationships between growth, innovation and subsidies based on a large firm-level data set in the period 2004-2007. The novelty of the approach lies in linking data from financial statements with data from innovation surveys of the Czech Statistical. Innovation activities of firms are modelled as a four stage model (CDM) which allows studying several interrelated questions while controlling for simultaneity and for causality problem. In the first two stages determinants of decision to innovate and consequent innovation investment are separated. In the third stage innovation input (R&D investment) is linked to innovation output, and finally, in the fourth stage it is determined how the productivity of firm is related to its innovation activities. Our analysis proved that innovation input significantly increases innovation output, with increasing firm's size, however, ceteris paribus, the innovation output is decreasing. This means that bigger firms are less efficient in transforming the innovation input into output. More importantly, our analysis shows that access to subsidies has significant, yet negative influence on innovation output. This result may throw a shadow on the efficiency of supported firms and have some implications for competition policy.

Suggested Citation

  • Alena Zemplinerová & Eva Hromádková, 2012. "Determinants of Firm's Innovation," Prague Economic Papers, Prague University of Economics and Business, vol. 2012(4), pages 487-503.
  • Handle: RePEc:prg:jnlpep:v:2012:y:2012:i:4:id:436:p:487-503
    DOI: 10.18267/j.pep.436
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    1. Almus, Matthias & Czarnitzki, Dirk, 2003. "The Effects of Public R&D Subsidies on Firms' Innovation Activities: The Case of Eastern Germany," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(2), pages 226-236, April.
    2. 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.
    3. László Halpern & Balázs Muraközy, 2012. "Innovation, productivity and exports: the case of Hungary," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(2), pages 151-173, January.
    4. Zoltan J. Acs & David B. Audretsch, 2008. "Innovation in Large and Small Firms: An Empirical Analysis," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 1, pages 3-15, Edward Elgar Publishing.
    5. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    6. Hans Lööf & Almas Heshmati, 2003. "The link between firm-level innovation and aggregate productivity growth: a cross-country examination," Research Evaluation, Oxford University Press, vol. 12(2), pages 131-147, August.
    7. Gilbert Richard J, 2006. "Competition and Innovation," Journal of Industrial Organization Education, De Gruyter, vol. 1(1), pages 1-23, December.
    8. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity Across Four European Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(4), pages 483-498, Winter.
    9. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    10. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    11. Lichtenberg, Frank R, 1984. "The Relationship between Federal Contract R&D and Company R&D," American Economic Review, American Economic Association, vol. 74(2), pages 73-78, May.
    12. 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.
    13. Hashi, Iraj & Stojčić, Nebojša, 2013. "The impact of innovation activities on firm performance using a multi-stage model: Evidence from the Community Innovation Survey 4," Research Policy, Elsevier, vol. 42(2), pages 353-366.
    14. Peters, Bettina & Lööf, Hans & Janz, Norbert, 2003. "Firm Level Innovation and Productivity: Is there a Common Story Across Countries?," ZEW Discussion Papers 03-26, ZEW - Leibniz Centre for European Economic Research.
    15. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    16. Loof, Hans & Heshmati, Almas, 2002. "Knowledge capital and performance heterogeneity: : A firm-level innovation study," International Journal of Production Economics, Elsevier, vol. 76(1), pages 61-85, March.
    17. Richard Gilbert, 2006. "Looking for Mr. Schumpeter: Where Are We in the Competition-Innovation Debate?," NBER Chapters, in: Innovation Policy and the Economy, Volume 6, pages 159-215, National Bureau of Economic Research, Inc.
    18. Giovanni Cerulli & Bianca Poti', 2008. "Evaluating the Effect of Public Subsidies on firm R&D activity: an Application to Italy Using the Community Innovation Survey," CERIS Working Paper 200809, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    19. Ganna Vakhitova & Tetyana Pavlenko, 2010. "Innovation and Productivity: a Firm Level Study of Ukrainian Manufacturing Sector," Discussion Papers 27, Kyiv School of Economics.
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    More about this item

    Keywords

    competition; R& D; innovation; public subsidies;
    All these keywords.

    JEL classification:

    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance
    • L41 - Industrial Organization - - Antitrust Issues and Policies - - - Monopolization; Horizontal Anticompetitive Practices
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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