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R&D policies for young SMEs: input and output effects

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  • Dirk Czarnitzki
  • Julie Delanote
Abstract
This paper evaluates the current focus of EU policy makers on small and medium-sized, young independent firms in high-tech sectors. Therefore, the effect of subsidies on both R&D input and R&D output is compared between independent high-tech young firms (NTBFs), independent low-tech young firms (LTBFs) and their non-independent counterparts. A treatment effects analysis reveals that full crowding-out with regard to public funding is rejected for all firm types. However, the treatment effect is highest for independent high-tech firms. The indirect effect of subsidies on R&D output is evaluated within a patent production framework. These results show that independent high-tech firms have no lower output effects than other firms and thus suggest that the current policy focus on certain firm types is not ineffective.

Suggested Citation

  • Dirk Czarnitzki & Julie Delanote, 2015. "R&D policies for young SMEs: input and output effects," Working Papers of Department of Management, Strategy and Innovation, Leuven 496828, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
  • Handle: RePEc:ete:msiper:496828
    Note: paper number MSI_1506
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    1. Eric J. Bartelsman & John Haltiwanger & Stefano Scarpetta, 2004. "Microeconomic Evidence of Creative Destruction in Industrial and Developing Countries," Tinbergen Institute Discussion Papers 04-114/3, Tinbergen Institute.
    2. Storey, D. J. & Tether, B. S., 1998. "New technology-based firms in the European union: an introduction," Research Policy, Elsevier, vol. 26(9), pages 933-946, April.
    3. 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.
    4. Blundell, Richard & Griffith, Rachel & Van Reenen, John, 1995. "Dynamic Count Data Models of Technological Innovation," Economic Journal, Royal Economic Society, vol. 105(429), pages 333-344, March.
    5. Bronwyn H. Hall, 1990. "The Impact of Corporate Restructuring on Industrial Research and Development," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(1990 Micr), pages 85-135.
    6. Audretsch, David B., 1995. "Innovation, growth and survival," International Journal of Industrial Organization, Elsevier, vol. 13(4), pages 441-457, December.
    7. Colombo, Massimo G. & Grilli, Luca, 2010. "On growth drivers of high-tech start-ups: Exploring the role of founders' human capital and venture capital," Journal of Business Venturing, Elsevier, vol. 25(6), pages 610-626, November.
    8. Hall, Bronwyn H & Griliches, Zvi & Hausman, Jerry A, 1986. "Patents and R and D: Is There a Lag?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(2), pages 265-283, June.
    9. José Calvo, 2006. "Testing Gibrat’s Law for Small, Young and Innovating Firms," Small Business Economics, Springer, vol. 26(2), pages 117-123, March.
    10. Zvi Griliches, 1998. "Productivity and R&D at the Firm Level," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 100-133, National Bureau of Economic Research, Inc.
    11. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    12. Giovanni Cerulli, 2010. "Modelling and Measuring the Effect of Public Subsidies on Business R&D: A Critical Review of the Econometric Literature," The Economic Record, The Economic Society of Australia, vol. 86(274), pages 421-449, September.
    13. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    14. Douglas Holtz-Eakin & David Joulfaian & Harvey S. Rosen, 1994. "Entrepreneurial Decisions and Liquidity Constraints," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 334-347, Summer.
    15. Holtz-Eakin, Douglas & Joulfaian, David & Rosen, Harvey S, 1994. "Sticking It Out: Entrepreneurial Survival and Liquidity Constraints," Journal of Political Economy, University of Chicago Press, vol. 102(1), pages 53-75, February.
    16. R. Veugelers, 2008. "The Role of SMEs in Innovation in the EU. A Case for Policy Intervention?," Review of Business and Economic Literature, KU Leuven, Faculty of Economics and Business (FEB), Review of Business and Economic Literature, vol. 0(3), pages 239-262.
    17. Timothy Dunne & Mark J. Roberts & Larry Samuelson, 1988. "Patterns of Firm Entry and Exit in U.S. Manufacturing Industries," RAND Journal of Economics, The RAND Corporation, vol. 19(4), pages 495-515, Winter.
    18. 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.
    19. Claudio Cozza & Franco Malerba & Maria Luisa Mancusi & Giulio Perani & Andrea Vezzulli, 2012. "Innovation, profitability and growth in medium and high-tech manufacturing industries: evidence from Italy," Applied Economics, Taylor & Francis Journals, vol. 44(15), pages 1963-1976, May.
    20. Almus, Matthias & Nerlinger, Eric A, 1999. "Growth of New Technology-Based Firms: Which Factors Matter?," Small Business Economics, Springer, vol. 13(2), pages 141-154, September.
    21. 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.
    22. Dirk Czarnitzki & Julie Delanote, 2013. "Young Innovative Companies: the new high-growth firms?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(5), pages 1315-1340, October.
    23. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    24. Zvi Griliches, 1984. "R&D, Patents, and Productivity," NBER Books, National Bureau of Economic Research, Inc, number gril84-1.
    25. Dirk Czarnitzki & Cindy Lopes-Bento, 2014. "Innovation Subsidies: Does the Funding Source Matter for Innovation Intensity and Performance? Empirical Evidence from Germany," Industry and Innovation, Taylor & Francis Journals, vol. 21(5), pages 380-409, July.
    26. Evans, David S & Jovanovic, Boyan, 1989. "An Estimated Model of Entrepreneurial Choice under Liquidity Constraints," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 808-827, August.
    27. Michael Lechner, 2000. "An Evaluation of Public-Sector-Sponsored Continuous Vocational Training Programs in East Germany," Journal of Human Resources, University of Wisconsin Press, vol. 35(2), pages 347-375.
    28. 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.
    29. Blundell, Richard & Griffith, Rachel & Windmeijer, Frank, 2002. "Individual effects and dynamics in count data models," Journal of Econometrics, Elsevier, vol. 108(1), pages 113-131, May.
    30. Paul Westhead & David Storey, 1997. "Financial constraints on the growth of high technology small firms in the United Kingdom," Applied Financial Economics, Taylor & Francis Journals, vol. 7(2), pages 197-201.
    31. Himmelberg, Charles P & Petersen, Bruce C, 1994. "R&D and Internal Finance: A Panel Study of Small Firms in High-Tech Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 38-51, February.
    32. Moncada-Paternò-Castello, Pietro & Ciupagea, Constantin & Smith, Keith & Tübke, Alexander & Tubbs, Mike, 2010. "Does Europe perform too little corporate R&D? A comparison of EU and non-EU corporate R&D performance," Research Policy, Elsevier, vol. 39(4), pages 523-536, May.
    33. Dirk Czarnitzki & Hanna Hottenrott, 2011. "R&D investment and financing constraints of small and medium-sized firms," Small Business Economics, Springer, vol. 36(1), pages 65-83, January.
    34. Goolsbee, Austan, 1998. "Does Government R&D Policy Mainly Benefit Scientists and Engineers?," American Economic Review, American Economic Association, vol. 88(2), pages 298-302, May.
    35. Huntley Schaller, 1993. "Asymmetric Information, Liquidity Constraints and Canadian Investment," Canadian Journal of Economics, Canadian Economics Association, vol. 26(3), pages 552-574, August.
    36. Licht, Georg & Nerlinger, Eric, 1998. "New technology-based firms in Germany: a survey of the recent evidence," Research Policy, Elsevier, vol. 26(9), pages 1005-1022, April.
    37. Alecke Björn & Reinkowski Janina & Mitze Timo & Untiedt Gerhard, 2012. "Does Firm Size make a Difference? Analysing the Effectiveness of R&D Subsidies in East Germany," German Economic Review, De Gruyter, vol. 13(2), pages 174-195, May.
    38. Takeo Hoshi & Anil Kashyap & David Scharfstein, 1991. "Corporate Structure, Liquidity, and Investment: Evidence from Japanese Industrial Groups," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(1), pages 33-60.
    39. Dirk Czarnitzki & Bernd Ebersberger & Andreas Fier, 2007. "The relationship between R&D collaboration, subsidies and R&D performance: Empirical evidence from Finland and Germany," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(7), pages 1347-1366.
    40. repec:fth:harver:1473 is not listed on IDEAS
    41. 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.
    42. Ariél Pakes & Zvi Griliches, 1984. "Estimating Distributed Lags in Short Panels with an Application to the Specification of Depreciation Patterns and Capital Stock Constructs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(2), pages 243-262.
    43. 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.
    44. Zvi Griliches, 1998. "R&D and Productivity: The Econometric Evidence," NBER Books, National Bureau of Economic Research, Inc, number gril98-1.
    45. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    46. 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.
    47. Josh Lerner, 2002. "When Bureaucrats Meet Entrepreneurs: The Design of Effective "Public Venture Capital" Programmes," Economic Journal, Royal Economic Society, vol. 112(477), pages 73-84, February.
    48. 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.
    49. 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.
    50. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    51. Massimo G. Colombo & Silvia Giannangeli & Luca Grilli, 2013. "Public subsidies and the employment growth of high-tech start-ups: assessing the impact of selective and automatic support schemes," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(5), pages 1273-1314, October.
    52. Westhead, Paul & Cowling, Marc, 1995. "Employment Change in Independent Owner-Managed High-Technology Firms in Great Britain," Small Business Economics, Springer, vol. 7(2), pages 111-140, April.
    53. Collins, Norman R & Preston, Lee E, 1969. "Price-Cost Margins and Industry Structure," The Review of Economics and Statistics, MIT Press, vol. 51(3), pages 271-286, August.
    54. Lee G. Branstetter & Mariko Sakakibara, 2002. "When Do Research Consortia Work Well and Why? Evidence from Japanese Panel Data," American Economic Review, American Economic Association, vol. 92(1), pages 143-159, March.
    55. Cassar, Gavin, 2004. "The financing of business start-ups," Journal of Business Venturing, Elsevier, vol. 19(2), pages 261-283, March.
    56. Czarnitzki, Dirk & Hussinger, Katrin, 2004. "The Link Between R&D Subsidies, R&D Spending and Technological Performance," ZEW Discussion Papers 04-56, ZEW - Leibniz Centre for European Economic Research.
    57. Colombo, Massimo G. & Grilli, Luca & Murtinu, Samuele, 2011. "R&D subsidies and the performance of high-tech start-ups," Economics Letters, Elsevier, vol. 112(1), pages 97-99, July.
    58. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
    59. Griliches, Zvi, 1998. "R&D and Productivity," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226308869, September.
    60. Storey, D. J. & Tether, B. S., 1998. "Public policy measures to support new technology-based firms in the European Union," Research Policy, Elsevier, vol. 26(9), pages 1037-1057, April.
    61. Ravenscraft, David J, 1983. "Structure-Profit Relationships at the Line of Business and Industry Level," The Review of Economics and Statistics, MIT Press, vol. 65(1), pages 22-31, February.
    62. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67(3), pages 297-297.
    63. Cédric Schneider & Reinhilde Veugelers, 2010. "On young highly innovative companies: why they matter and how (not) to policy support them," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(4), pages 969-1007, August.
    64. Robert E. Carpenter & Bruce C. Petersen, 2002. "Capital Market Imperfections, High-Tech Investment, and New Equity Financing," Economic Journal, Royal Economic Society, vol. 112(477), pages 54-72, February.
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    More about this item

    Keywords

    R&D; subsidies; NTBFs; policy evaluation; treatment effects; patents;
    All these keywords.

    JEL classification:

    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies
    • M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups
    • 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

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