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Bank regulation, lending and patenting: Evidence from the EBA capital exercise
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Bank regulation, lending and patenting: Evidence from the EBA capital exercise

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  • Krzyzanowski, Jan
  • Walz, Uwe

Abstract

We analyze the impact of decreases in available lending resources on quantitative and qualitative dimensions of firms' patenting activities. We thereby make use of the European Banking Authority's capital exercise to carve out the causal effect of bank lending on firm innovation. In order to do so we combine various datasets to derive information on firms' financials, their patenting behaviors, as well as their relationships with their lenders. Building on this selfgenerated dataset, we provide support for the "less finance, less innovation" view. At the same time, we show that lower available financial resources for firms lead to improvement in the qualitative dimensions of their patents. Hence, we carve out a "less finance, less but better innovation" pattern.

Suggested Citation

  • Krzyzanowski, Jan & Walz, Uwe, 2021. "Bank regulation, lending and patenting: Evidence from the EBA capital exercise," SAFE Working Paper Series 330, Leibniz Institute for Financial Research SAFE.
  • Handle: RePEc:zbw:safewp:330
    DOI: 10.2139/ssrn.3979770
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    as
    1. Reint Gropp & Thomas Mosk & Steven Ongena & Carlo Wix, 2019. "Banks Response to Higher Capital Requirements: Evidence from a Quasi-Natural Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 32(1), pages 266-299.
    2. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    3. Bertoni, Fabio & Tykvová, Tereza, 2015. "Does governmental venture capital spur invention and innovation? Evidence from young European biotech companies," Research Policy, Elsevier, vol. 44(4), pages 925-935.
    4. Jacob Goldenberg & Donald R. Lehmann & David Mazursky, 2001. "The Idea Itself and the Circumstances of Its Emergence as Predictors of New Product Success," Management Science, INFORMS, vol. 47(1), pages 69-84, January.
    5. Emanuele Brancati, 2015. "Innovation financing and the role of relationship lending for SMEs," Small Business Economics, Springer, vol. 44(2), pages 449-473, February.
    6. Aghion, Philippe & Hémous, David & Kharroubi, Enisse, 2014. "Cyclical fiscal policy, credit constraints, and industry growth," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 41-58.
    7. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    8. Cheryl Xiaoning Long & Jun Wang, 2019. "China’s patent promotion policies and its quality implications," Science and Public Policy, Oxford University Press, vol. 46(1), pages 91-104.
    9. Isabel Schnabel & Christian Seckinger, 2014. "Financial Fragmentation and Economic Growth in Europe," Working Papers 1502, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz, revised 13 Feb 2014.
    10. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    11. Cornaggia, Jess & Mao, Yifei & Tian, Xuan & Wolfe, Brian, 2015. "Does banking competition affect innovation?," Journal of Financial Economics, Elsevier, vol. 115(1), pages 189-209.
    12. Jean-Stéphane Mésonnier & Allen Monks, 2015. "Did the EBA Capital Exercise Cause a Credit Crunch in the Euro Area?," International Journal of Central Banking, International Journal of Central Banking, vol. 11(3), pages 75-117, June.
    13. repec:zbw:bofrdp:2015_028 is not listed on IDEAS
    14. Philippe Aghion & David Hemous & Enisse Kharroubi, 2009. "Credit Constraints, Cyclical Fiscal Policy and Industry Growth," NBER Working Papers 15119, National Bureau of Economic Research, Inc.
    15. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    16. Hoegl, Martin & Gibbert, Michael & Mazursky, David, 2008. "Financial constraints in innovation projects: When is less more?," Research Policy, Elsevier, vol. 37(8), pages 1382-1391, September.
    17. Antoine Dechezleprêtre & Yann Ménière & Myra Mohnen, 2017. "International patent families: from application strategies to statistical indicators," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(2), pages 793-828, May.
    18. 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.
    19. Fagerberg, Jan & Mowery, David C. & Nelson, Richard R. (ed.), 2006. "The Oxford Handbook of Innovation," OUP Catalogue, Oxford University Press, number 9780199286805.
    20. Degryse, Hans & Karapetyan, Artashes & Karmakar, Sudipto, 2021. "To ask or not to ask? Bank capital requirements and loan collateralization," Journal of Financial Economics, Elsevier, vol. 142(1), pages 239-260.
    21. Peter Egger & Christian Keuschnigg, 2015. "Innovation, Trade, and Finance," American Economic Journal: Microeconomics, American Economic Association, vol. 7(2), pages 121-157, May.
    22. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    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. Guellec, Dominique & Pottelsberghe de la Potterie, Bruno v., 2000. "Applications, grants and the value of patent," Economics Letters, Elsevier, vol. 69(1), pages 109-114, October.
    25. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    26. Joshua Lerner, 1994. "The Importance of Patent Scope: An Empirical Analysis," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 319-333, Summer.
    27. repec:zbw:bofrdp:urn:nbn:fi:bof-201512141480 is not listed on IDEAS
    28. Praveen Kumar & Nisan Langberg, 2009. "Corporate fraud and investment distortions in efficient capital markets," RAND Journal of Economics, RAND Corporation, vol. 40(1), pages 144-172, March.
    29. Hanna Hottenrott & Bettina Peters, 2012. "Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation?," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1126-1142, November.
    30. Dietmar Harhoff & Stefan Wagner, 2009. "The Duration of Patent Examination at the European Patent Office," Management Science, INFORMS, vol. 55(12), pages 1969-1984, December.
    31. Ivashina, Victoria & Scharfstein, David, 2010. "Bank lending during the financial crisis of 2008," Journal of Financial Economics, Elsevier, vol. 97(3), pages 319-338, September.
    32. Harhoff, Dietmar & Scherer, Frederic M. & Vopel, Katrin, 2003. "Citations, family size, opposition and the value of patent rights," Research Policy, Elsevier, vol. 32(8), pages 1343-1363, September.
    33. Murillo Campello & Mauricio Larrain, 2016. "Enlarging the Contracting Space: Collateral Menus, Access to Credit, and Economic Activity," The Review of Financial Studies, Society for Financial Studies, vol. 29(2), pages 349-383.
    34. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    35. Jean O. Lanjouw & Mark Schankerman, 2004. "Patent Quality and Research Productivity: Measuring Innovation with Multiple Indicators," Economic Journal, Royal Economic Society, vol. 114(495), pages 441-465, April.
    36. Mariagrazia Squicciarini & Hélène Dernis & Chiara Criscuolo, 2013. "Measuring Patent Quality: Indicators of Technological and Economic Value," OECD Science, Technology and Industry Working Papers 2013/3, OECD Publishing.
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    More about this item

    Keywords

    financing; bank lending; patents;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • N24 - Economic History - - Financial Markets and Institutions - - - Europe: 1913-
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital

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