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The Interdependence of R&D Activity and Debt Financing of Young Firms

  • Fryges, Helmut


    (ZEW Mannheim)

  • Kohn, Karsten


    (KfW Bankengruppe)

  • Ullrich, Katrin


    (KfW Bankengruppe)

We investigate the interdependence of debt financing and R&D activities of young firms. Using micro-level data of the KfW/ZEW Start-up Panel, our estimation results show that firm characteristics are more important than personal characteristics of the founders for explaining young firms' leverage, whereas firm characteristics and human capital of both founders and employees heavily influence R&D intensity. Applying a bivariate Tobit model, we find that there is a positive interdependent relationship between the share of loan financing and R&D intensity. A higher share of loan financing allows for more R&D in young firms and, at the same time, a higher R&D intensity allows for a higher loan share. This relationship cannot be detected by merely estimating single-equation models for R&D intensity and debt financing.

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Paper provided by Institute for the Study of Labor (IZA) in its series IZA Discussion Papers with number 6217.

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Length: 31 pages
Date of creation: Dec 2011
Date of revision:
Handle: RePEc:iza:izadps:dp6217
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  1. Kamien,Morton I. & Schwartz,Nancy L., 1982. "Market Structure and Innovation," Cambridge Books, Cambridge University Press, number 9780521293853.
  2. Hottenrott, Hanna & Peters, Bettina, 2011. "Innovative capability and financing constraints for innovation: More money, more innovation?," ZEW Discussion Papers 09-081 [rev.], ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  3. Cohen, Wesley M. & Levin, Richard C., 1989. "Empirical studies of innovation and market structure," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 18, pages 1059-1107 Elsevier.
  4. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, June.
  5. José López-Gracia & Francisco Sogorb-Mira, 2008. "Testing trade-off and pecking order theories financing SMEs," Small Business Economics, Springer, vol. 31(2), pages 117-136, August.
  6. 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.
  7. Fryges, Helmut & Gottschalk, Sandra & Kohn, Karsten, 2009. "The KfW/ZEW Start-up Panel: Design and Research Potential," IZA Discussion Papers 4441, Institute for the Study of Labor (IZA).
  8. Bronwyn H. Hall & Francesca Lotti & Jacques Mairesse, 2009. "Innovation and productivity in SMEs. Empirical evidence for Italy," Temi di discussione (Economic working papers) 718, Bank of Italy, Economic Research and International Relations Area.
  9. Frederique Savignac, 2008. "Impact Of Financial Constraints On Innovation: What Can Be Learned From A Direct Measure?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(6), pages 553-569.
  10. Amemiya, Takeshi, 1974. "Multivariate Regression and Simultaneous Equation Models when the Dependent Variables Are Truncated Normal," Econometrica, Econometric Society, vol. 42(6), pages 999-1012, November.
  11. Steve Bond & Dietmar Harhoff & John Van Reenen, 1999. "Investment, R&D and financial constraints in Britain and Germany," IFS Working Papers W99/05, Institute for Fiscal Studies.
  12. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages S71-102, October.
  13. Gaudreault, Valerie & Baldwin, John R. & Gellatly, Guy, 2002. "Financing Innovation in New Small Firms: New Evidence from Canada," Analytical Studies Branch Research Paper Series 2002190e, Statistics Canada, Analytical Studies Branch.
  14. Czarnitzki, Dirk & Kraft, Kornelius, 2009. "Capital control, debt financing and innovative activity," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 372-383, August.
  15. Kraft, Kornelius & Czarnitzki, Dirk, 2004. "On the Profitability of Innovative Assets," ZEW Discussion Papers 04-38, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  16. Paul Geroski & Steve Machin & John Van Reenen, 1993. "The Profitability of Innovating Firms," RAND Journal of Economics, The RAND Corporation, vol. 24(2), pages 198-211, Summer.
  17. Yuriy Gorodnichenko & Monika Schnitzer, 2010. "Financial constraints and innovation: Why poor countries don't catch up," NBER Working Papers 15792, National Bureau of Economic Research, Inc.
  18. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
  19. Susan Coleman & Alicia Robb, 2009. "A comparison of new firm financing by gender: evidence from the Kauffman Firm Survey data," Small Business Economics, Springer, vol. 33(4), pages 397-411, December.
  20. Cavalluzzo, Ken S & Cavalluzzo, Linda C, 1998. "Market Structure and Discrimination: The Case of Small Businesses," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(4), pages 771-92, November.
  21. Cassar, Gavin, 2004. "The financing of business start-ups," Journal of Business Venturing, Elsevier, vol. 19(2), pages 261-283, March.
  22. David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 1998. "Discrimination in the Small Business Credit Market," NBER Working Papers 6840, National Bureau of Economic Research, Inc.
  23. Jonathan T. Eckhardt & Scott Shane & Frédéric Delmar, 2006. "Multistage Selection and the Financing of New Ventures," Management Science, INFORMS, vol. 52(2), pages 220-232, February.
  24. Paul Gompers & Josh Lerner, 2006. "The Venture Capital Cycle, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262572389, June.
  25. Petersen, Mitchell A & Rajan, Raghuram G, 1994. " The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
  26. Astebro, Thomas & Bernhardt, Irwin, 2003. "Start-up financing, owner characteristics, and survival," Journal of Economics and Business, Elsevier, vol. 55(4), pages 303-319.
  27. Heger, Diana & Tykvová, Tereza, 2009. "Do venture capitalists give founders their walking papers?," Journal of Corporate Finance, Elsevier, vol. 15(5), pages 613-625, December.
  28. Cole, Rebel, 2008. "What do we know about the capital structure of privately held firms? Evidence from the Surveys of Small Business Finance," MPRA Paper 8086, University Library of Munich, Germany.
  29. Hellmann, Thomas & Puri, Manju, 2000. "The Interaction between Product Market and Financing Strategy: The Role of Venture Capital," Review of Financial Studies, Society for Financial Studies, vol. 13(4), pages 959-84.
  30. Chirinko, Robert S. & Singha, Anuja R., 2000. "Testing static tradeoff against pecking order models of capital structure: a critical comment," Journal of Financial Economics, Elsevier, vol. 58(3), pages 417-425, December.
  31. Myers, Stewart C, 1984. " The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-92, July.
  32. Dirk Czarnitzki, 2006. "Research And Development In Small And Medium-Sized Enterprises: The Role Of Financial Constraints And Public Funding," Scottish Journal of Political Economy, Scottish Economic Society, vol. 53(3), pages 335-357, 07.
  33. Ciarán mac an Bhaird & Brian Lucey, 2010. "Determinants of capital structure in Irish SMEs," Small Business Economics, Springer, vol. 35(3), pages 357-375, October.
  34. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
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