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How do banks finance R&D intensive firms? the role of patents in overcoming information asymmetry✰

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  • Hoffmann, Arvid O.I.
  • Kleimeier, Stefanie

Abstract

We examine how banks finance R&D intensive firms, focusing on the role of patents in overcoming information asymmetry in bank lending. Consistent with moral hazard in due diligence and monitoring, we find that lead arrangers retain a larger share of syndicated loans when lending to R&D intensive firms. Patents can partly overcome moral hazard problems, as banks retain a smaller share of R&D intensive firms’ loans if these firms have patents as a signal of the quality of their inventions. Our results are robust to alternative explanatory variable definitions and syndicate structure measures, different samples and subperiods, and difference-in-difference estimations.

Suggested Citation

  • Hoffmann, Arvid O.I. & Kleimeier, Stefanie, 2021. "How do banks finance R&D intensive firms? the role of patents in overcoming information asymmetry✰," Finance Research Letters, Elsevier, vol. 38(C).
    • Handle: RePEc:eee:finlet:v:38:y:2021:i:c:s1544612319308177
    DOI: 10.1016/j.frl.2020.101485
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    1. Z. Jun Lin & Shengqiang Liu & Fangcheng Sun, 2017. "The Impact of Financing Constraints and Agency Costs on Corporate R&D Investment: Evidence from China," International Review of Finance, International Review of Finance Ltd., vol. 17(1), pages 3-42, March.
    2. Julian Atanassov, 2013. "Do Hostile Takeovers Stifle Innovation? Evidence from Antitakeover Legislation and Corporate Patenting," Journal of Finance, American Finance Association, vol. 68(3), pages 1097-1131, June.
    3. Hochberg, Yael V. & Serrano, Carlos J. & Ziedonis, Rosemarie H., 2018. "Patent collateral, investor commitment, and the market for venture lending," Journal of Financial Economics, Elsevier, vol. 130(1), pages 74-94.
    4. repec:zbw:bofrdp:urn:nbn:fi:bof-201512141480 is not listed on IDEAS
    5. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    6. Bill Francis & Iftekhar Hasan & Ying Huang & Zenu Sharma, 2012. "Do Banks Value Innovation? Evidence from US Firms," Financial Management, Financial Management Association International, vol. 41(1), pages 159-185, March.
    7. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2001. "The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools," NBER Working Papers 8498, National Bureau of Economic Research, Inc.
    8. 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.
    9. Sudipto Bhattacharya & Jay R. Ritter, 1983. "Innovation and Communication: Signalling with Partial Disclosure," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 50(2), pages 331-346.
    10. Arvid O. I. Hoffmann & Stefanie Kleimeier & Nagihan Mimiroglu & Joost M. E. Pennings, 2019. "The American Inventors Protection Act: A Natural Experiment on Innovation Disclosure and the Cost of Debt," International Review of Finance, International Review of Finance Ltd., vol. 19(3), pages 641-651, September.
    11. Mann, William, 2018. "Creditor rights and innovation: Evidence from patent collateral," Journal of Financial Economics, Elsevier, vol. 130(1), pages 25-47.
    12. repec:fth:harver:1473 is not listed on IDEAS
    13. Amir Sufi, 2007. "Information Asymmetry and Financing Arrangements: Evidence from Syndicated Loans," Journal of Finance, American Finance Association, vol. 62(2), pages 629-668, April.
    14. Allan Eberhart & William Maxwell & Akhtar Siddique, 2008. "A Reexamination of the Tradeoff between the Future Benefit and Riskiness of R&D Increases," Journal of Accounting Research, Wiley Blackwell, vol. 46(1), pages 27-52, March.
    15. Peter Egger & Christian Keuschnigg, 2015. "Innovation, Trade, and Finance," American Economic Journal: Microeconomics, American Economic Association, vol. 7(2), pages 121-157, May.
    16. Katerina Simons, 1993. "Why do banks syndicate loans?," New England Economic Review, Federal Reserve Bank of Boston, issue Jan, pages 45-52.
    17. Gatev, Evan & Strahan, Philip E., 2009. "Liquidity risk and syndicate structure," Journal of Financial Economics, Elsevier, vol. 93(3), pages 490-504, September.
    18. repec:zbw:bofrdp:2015_028 is not listed on IDEAS
    19. Franzen, Laurel & Radhakrishnan, Suresh, 2009. "The value relevance of R&D across profit and loss firms," Journal of Accounting and Public Policy, Elsevier, vol. 28(1), pages 16-32.
    20. Lin, Chen & Ma, Yue & Malatesta, Paul & Xuan, Yuhai, 2012. "Corporate ownership structure and bank loan syndicate structure," Journal of Financial Economics, Elsevier, vol. 104(1), pages 1-22.
    21. Coles, Jeffrey L. & Daniel, Naveen D. & Naveen, Lalitha, 2008. "Boards: Does one size fit all," Journal of Financial Economics, Elsevier, vol. 87(2), pages 329-356, February.
    22. Kleimeier, Stefanie & Chaudhry, Sajid M., 2015. "Cultural differences and the structure of loan syndicates," Finance Research Letters, Elsevier, vol. 15(C), pages 115-124.
    23. Talke, Katrin & Salomo, Søren & Kock, Alexander, 2011. "Top ManagementTeam Diversity and Strategic Innovation Orientation: The Relationship and Consequences for Innovativeness and Performance," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 63286, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    24. Jie Hu & Guo Li & Feifei Zhu, 2017. "Regional Financial Developments and Research and Development Investment–Cash Flow Sensitivity: Evidence on Chinese Public High†Tech Companies," International Review of Finance, International Review of Finance Ltd., vol. 17(4), pages 627-643, December.
    25. Custódio, Cláudia & Ferreira, Miguel A. & Laureano, Luís, 2013. "Why are US firms using more short-term debt?," Journal of Financial Economics, Elsevier, vol. 108(1), pages 182-212.
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    More about this item

    Keywords

    Syndicated loan; Lead arranger; Innovation; Patent; Information asymmetry; Moral hazard;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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