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Can Direct Innovation Subsidies Relax SMEs' Credit Constraints?

Author

Listed:
  • Raphaël Chiappini

    (Université de Bordeaux
    LAREFI)

  • Samira Demaria

    (Université Côte d'Azur, France
    GREDEG CNRS)

  • Benjamin Montmartin

    (SKEMA Business School
    Université Côte d'Azur, France)

  • Sophie Pommet

    (Université Côte d'Azur, France
    GREDEG CNRS)

Abstract

Credit constraints hamper the ability of SMEs to undertake innovative activities. Promoting access to external funding for SMEs represents therefore an important challenge for policymakers. This paper investigates whether innovation subsidies provided by the French public investment bank to SMEs have translated into better access to bank and other external financing through an indirect certification effect. We exploit a unique database covering the period 2000-2010 to construct a quasi-natural experiment and evaluate the causal impact of these subsidies on SMEs' financial constraints. If we find a significant improvement in the access to bank financing for subsidized firms, the effect is heterogeneous and mainly concentrated on small firms operating in high-tech sectors. Moreover, such public support does not seem to improve the access to other external sources of financing which can be explained by the low development risk-capital markets in France.

Suggested Citation

  • Raphaël Chiappini & Samira Demaria & Benjamin Montmartin & Sophie Pommet, 2020. "Can Direct Innovation Subsidies Relax SMEs' Credit Constraints?," GREDEG Working Papers 2020-09, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    • Handle: RePEc:gre:wpaper:2020-09
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    1. Benjamin Montmartin & Nadine Massard, 2015. "Is Financial Support For Private R&D Always Justified? A Discussion Based On The Literature On Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 479-505, July.
    2. 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.
    3. Pierre Blanchard & Jean-Pierre Huiban & Antonio Musolesi & Patrick Sevestre, 2013. "Where there is a will, there is a way? Assessing the impact of obstacles to innovation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(3), pages 679-710, June.
    4. Charles Bérubé & Pierre Mohnen, 2009. "Are firms that receive R&D subsidies more innovative?," Canadian Journal of Economics, Canadian Economics Association, vol. 42(1), pages 206-225, February.
    5. Sophie Manigart & Katleen Baeyens & Wim Van Hyfte, 2002. "The survival of venture capital backed companies," Venture Capital, Taylor & Francis Journals, vol. 4(2), pages 103-124, April.
    6. Amel Ben Abdesslem & Raphaël Chiappini, 2019. "Cluster policy and firm performance: a case study of the French optic/photonic industry," Regional Studies, Taylor & Francis Journals, vol. 53(5), pages 692-705, May.
    7. Feldman, Maryann P. & Kelley, Maryellen R., 2006. "The ex ante assessment of knowledge spillovers: Government R&D policy, economic incentives and private firm behavior," Research Policy, Elsevier, vol. 35(10), pages 1509-1521, December.
    8. Bertoni, Fabio & Colombo, Massimo G. & Grilli, Luca, 2011. "Venture capital financing and the growth of high-tech start-ups: Disentangling treatment from selection effects," Research Policy, Elsevier, vol. 40(7), pages 1028-1043, September.
    9. Dirk Czarnitzki & Julie Delanote, 2015. "R&D policies for young SMEs: input and output effects," Small Business Economics, Springer, vol. 45(3), pages 465-485, October.
    10. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    11. Juan A. Máñez & María E. Rochina-Barrachina & Juan A. Sanchis-Llopis & Óscar Vicente, 2014. "Financial constraints and R&D and exporting strategies for Spanish manufacturing firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 23(6), pages 1563-1594.
    12. Amit, Raphael & Brander, James & Zott, Christoph, 1998. "Why do venture capital firms exist? theory and canadian evidence," Journal of Business Venturing, Elsevier, vol. 13(6), pages 441-466, November.
    13. Samuel Kortum & Josh Lerner, 2000. "Assessing the Contribution of Venture Capital to Innovation," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 674-692, Winter.
    14. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Public support to clusters: A firm level study of French "Local Productive Systems"," Regional Science and Urban Economics, Elsevier, vol. 41(2), pages 108-123, March.
    15. Mayer, Colin, 2002. "Financing the New Economy: financial institutions and corporate governance," Information Economics and Policy, Elsevier, vol. 14(2), pages 311-326, June.
    16. 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.
    17. Sapienza, Harry J. & Manigart, Sophie & Vermeir, Wim, 1996. "Venture capitalist governance and value added in four countries," Journal of Business Venturing, Elsevier, vol. 11(6), pages 439-469, November.
    18. P. Mohnen & F. Palm & S. Loeff & A. Tiwari, 2008. "Financial Constraints and Other Obstacles: are they a Threat to Innovation Activity?," De Economist, Springer, vol. 156(2), pages 201-214, June.
    19. 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.
    20. Benoît Masquin & Doryane Huber & Nicolas Riedinger, 2011. "Le financement de l'innovation par Oséo," Economie & Prévision, La Documentation Française, vol. 0(1), pages 185-193.
    21. Aminata SISSOKO, 2011. "R&D Subsidies And Firm-Level Productivity: Evidence From France," LIDAM Discussion Papers IRES 2011002, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES), revised 24 Oct 2013.
    22. Andrea Mina & Henry Lahr & Alan Hughes, 2013. "The demand and supply of external finance for innovative firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(4), pages 869-901, August.
    23. Sabrina T. Howell, 2017. "Financing Innovation: Evidence from R&D Grants," American Economic Review, American Economic Association, vol. 107(4), pages 1136-1164, April.
    24. Nicolas Riedinger & Doryane Huber & Benoît Masquin, 2011. "Le financement de l’innovation par Oséo," Économie et Prévision, Programme National Persée, vol. 197(1), pages 185-193.
    25. Maria Luisa Mancusi & Andrea Vezzulli, 2014. "R&D AND CREDIT RATIONING IN SMEs," Economic Inquiry, Western Economic Association International, vol. 52(3), pages 1153-1172, July.
    26. Enrico Vanino & Stephen Roper & Bettina Becker, 2020. "Knowledge to Money: Assessing the Business Performance Effects of Publicly Funded R&D Grants," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 17(04), pages 20-24, January.
    27. Meuleman, Miguel & De Maeseneire, Wouter, 2012. "Do R&D subsidies affect SMEs’ access to external financing?," Research Policy, Elsevier, vol. 41(3), pages 580-591.
    28. 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.
    29. 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.
    30. Chen, Jin & Heng, Cheng Suang & Tan, Bernard C.Y. & Lin, Zhijie, 2018. "The distinct signaling effects of R&D subsidy and non-R&D subsidy on IPO performance of IT entrepreneurial firms in China," Research Policy, Elsevier, vol. 47(1), pages 108-120.
    31. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    32. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    33. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(3), pages 488-500.
    34. Zhong Zhao, 2004. "Using Matching to Estimate Treatment Effects: Data Requirements, Matching Metrics, and Monte Carlo Evidence," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 91-107, February.
    35. Fried, Vance H. & Bruton, Garry D. & Hisrich, Robert D., 1998. "Strategy and the board of directors in venture capital-backed firms," Journal of Business Venturing, Elsevier, vol. 13(6), pages 493-503, November.
    36. Michael Lechner, 2002. "Program Heterogeneity And Propensity Score Matching: An Application To The Evaluation Of Active Labor Market Policies," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 205-220, May.
    37. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    38. José Martí & Anita Quas, 2018. "A beacon in the night: government certification of SMEs towards banks," Small Business Economics, Springer, vol. 50(2), pages 397-413, February.
    39. Admati, Anat R & Pfleiderer, Paul, 1994. "Robust Financial Contracting and the Role of Venture Capitalists," Journal of Finance, American Finance Association, vol. 49(2), pages 371-402, June.
    40. 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.
    41. Thomas J. Chemmanur & Karthik Krishnan & Debarshi K. Nandy, 2011. "How Does Venture Capital Financing Improve Efficiency in Private Firms? A Look Beneath the Surface," The Review of Financial Studies, Society for Financial Studies, vol. 24(12), pages 4037-4090.
    42. Tuomas Takalo & Tanja Tanayama, 2010. "Adverse selection and financing of innovation: is there a need for R&D subsidies?," The Journal of Technology Transfer, Springer, vol. 35(1), pages 16-41, February.
    43. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    44. Bettina Becker, 2015. "Public R&D Policies And Private R&D Investment: A Survey Of The Empirical Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 29(5), pages 917-942, December.
    45. Benjamin Montmartin & Nadine Massard, 2015. "Is financial support for private R&D always justified? A discussion based on the literature on growth," Post-Print halshs-00952548, HAL.
    46. Markus Fitza & Sharon F. Matusik & Elaine Mosakowski, 2009. "Do VCs matter? the importance of owners on performance variance in start‐up firms," Strategic Management Journal, Wiley Blackwell, vol. 30(4), pages 387-404, April.
    47. 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.
    48. Sahlman, William A., 1990. "The structure and governance of venture-capital organizations," Journal of Financial Economics, Elsevier, vol. 27(2), pages 473-521, October.
    49. Rajan, Raghuram G. & Zingales, Luigi, 2003. "The great reversals: the politics of financial development in the twentieth century," Journal of Financial Economics, Elsevier, vol. 69(1), pages 5-50, July.
    50. King, Gary & Nielsen, Richard, 2019. "Why Propensity Scores Should Not Be Used for Matching," Political Analysis, Cambridge University Press, vol. 27(4), pages 435-454, October.
    51. Massimo Colombo & Luca Grilli, 2007. "Funding Gaps? Access To Bank Loans By High-Tech Start-Ups," Small Business Economics, Springer, vol. 29(1), pages 25-46, June.
    52. Benjamin Montmartin & Nadine Massard, 2015. "Is financial support for private R&D always justified? A discussion based on the literature on growth," Post-Print hal-01220054, HAL.
    53. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    54. 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.
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    More about this item

    Keywords

    Credit constraints; innovation policy; certification effect; Mahalanobis distance matching; difference-in difference;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

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