IDEAS home Printed from https://ideas.repec.org/a/kap/rqfnac/v54y2020i3d10.1007_s11156-019-00815-6.html
   My bibliography  Save this article

Bank competition, information specialization and innovation

Author

Listed:
  • Lin Tian

    (University of Electronic Science and Technology of China)

  • Liang Han

    (University of Reading)

  • Biao Mi

    (University of Reading)

Abstract

Complementary to rich existing evidence on bank competition and corporate innovation, this paper aims to investigate the impacts of bank competition on innovation efficiencies, in terms of both R&D input and output at firm level. By acknowledging the role played by information asymmetries in financing innovation, we also examine the moderating effects of information specialization at both industry and firm level on corporate innovation. Analyzing innovation and bank structure data from U.S. between 1992 and 2010, we show novel evidence that increased bank competition improves innovation efficiencies in terms of both R&D input (investment) and output (patents and profits generated by R&D). In addition, we find bank competition has a greater favorable effect on innovation for those firms with more specialized information, such as those operating in an industry with more dispersed productivity growth and those with more concentrated patent types. Overall, our findings support market power hypothesis and banking strategic theory where bank competition improves credit supply to corporate innovation.

Suggested Citation

  • Lin Tian & Liang Han & Biao Mi, 2020. "Bank competition, information specialization and innovation," Review of Quantitative Finance and Accounting, Springer, vol. 54(3), pages 1011-1035, April.
  • Handle: RePEc:kap:rqfnac:v:54:y:2020:i:3:d:10.1007_s11156-019-00815-6
    DOI: 10.1007/s11156-019-00815-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11156-019-00815-6
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s11156-019-00815-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Molyneux, Phil & Lloyd-Williams, D. M. & Thornton, John, 1994. "Competitive conditions in european banking," Journal of Banking & Finance, Elsevier, vol. 18(3), pages 445-459, May.
    2. Stijn Claessens & Luc Laeven, 2004. "What drives bank competition? Some international evidence," Proceedings, Federal Reserve Bank of Cleveland, pages 563-592.
    3. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    4. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    5. Yili Lian, 2018. "Bank competition and the cost of bank loans," Review of Quantitative Finance and Accounting, Springer, vol. 51(1), pages 253-282, July.
    6. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    7. Han, Liang & Fraser, Stuart & Storey, David J., 2009. "Are good or bad borrowers discouraged from applying for loans? Evidence from US small business credit markets," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 415-424, February.
    8. 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.
    9. Bronwyn H. Hall, 2005. "Exploring the Patent Explosion," The Journal of Technology Transfer, Springer, vol. 30(2_2), pages 35-48, January.
    10. Beck, Thorsten & Demirguc-Kunt, Asli & Maksimovic, Vojislav, 2004. "Bank Competition and Access to Finance: International Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 627-648, June.
    11. Engel, Dirk & Keilbach, Max, 2007. "Firm-level implications of early stage venture capital investment -- An empirical investigation," Journal of Empirical Finance, Elsevier, vol. 14(2), pages 150-167, March.
    12. Benfratello, Luigi & Schiantarelli, Fabio & Sembenelli, Alessandro, 2008. "Banks and innovation: Microeconometric evidence on Italian firms," Journal of Financial Economics, Elsevier, vol. 90(2), pages 197-217, November.
    13. Ongena, Steven & Smith, David C., 2001. "The duration of bank relationships," Journal of Financial Economics, Elsevier, vol. 61(3), pages 449-475, September.
    14. Zoltan J. Acs & David B. Audretsch, 2008. "Innovation in Large and Small Firms: An Empirical Analysis," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 1, pages 3-15, Edward Elgar Publishing.
    15. Giannetti, Caterina, 2012. "Relationship lending and firm innovativeness," Journal of Empirical Finance, Elsevier, vol. 19(5), pages 762-781.
    16. Guariglia, Alessandra & Liu, Pei, 2014. "To what extent do financing constraints affect Chinese firms' innovation activities?," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 223-240.
    17. Fraser, Donald R. & Rhee, S. Ghon & Shin, G. Hwan, 2012. "The impact of capital market competition on relationship banking: Evidence from the Japanese experience," Journal of Empirical Finance, Elsevier, vol. 19(4), pages 411-426.
    18. Nicola Cetorelli & Philip E. Strahan, 2006. "Finance as a Barrier to Entry: Bank Competition and Industry Structure in Local U.S. Markets," Journal of Finance, American Finance Association, vol. 61(1), pages 437-461, February.
    19. Gregory McKee & Albert Kagan, 2018. "Community bank structure an x-efficiency approach," Review of Quantitative Finance and Accounting, Springer, vol. 51(1), pages 19-41, July.
    20. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    21. Tara Rice & Philip E. Strahan, 2010. "Does Credit Competition Affect Small‐Firm Finance?," Journal of Finance, American Finance Association, vol. 65(3), pages 861-889, June.
    22. 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.
    23. 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.
    24. Wang, Lanfang & Wang, Susheng, 2012. "Economic freedom and cross-border venture capital performance," Journal of Empirical Finance, Elsevier, vol. 19(1), pages 26-50.
    25. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    26. Michael T. Dugan & John E. McEldowney & Elizabeth H. Turner & Clark M. Wheatley, 2016. "The Impact of Different Accounting Reporting Methods on the Informativeness of Research and Development Costs: IFRS Compared to U.S. GAAP," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 19(04), pages 1-36, December.
    27. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    28. Shaffer, Sherrill, 2004. "Patterns of competition in banking," Journal of Economics and Business, Elsevier, vol. 56(4), pages 287-313.
    29. Dietmar Harhoff & Francis Narin & F. M. Scherer & Katrin Vopel, 1999. "Citation Frequency And The Value Of Patented Inventions," The Review of Economics and Statistics, MIT Press, vol. 81(3), pages 511-515, August.
    30. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    31. Charles J. Hadlock & Christopher M. James, 2002. "Do Banks Provide Financial Slack?," Journal of Finance, American Finance Association, vol. 57(3), pages 1383-1419, June.
    32. Mustafa Ciftci & Nan Zhou, 2016. "Capitalizing R&D expenses versus disclosing intangible information," Review of Quantitative Finance and Accounting, Springer, vol. 46(3), pages 661-689, April.
    33. Audretsch, David B. & Bönte, Werner & Mahagaonkar, Prashanth, 2012. "Financial signaling by innovative nascent ventures: The relevance of patents and prototypes," Research Policy, Elsevier, vol. 41(8), pages 1407-1421.
    34. Chortareas, Georgios & Kapetanios, George & Ventouri, Alexia, 2016. "Credit market freedom and cost efficiency in US state banking," Journal of Empirical Finance, Elsevier, vol. 37(C), pages 173-185.
    35. Hsu, Po-Hsuan & Wang, Chong & Wu, Chaopeng, 2013. "Banking systems, innovations, intellectual property protections, and financial markets: Evidence from China," Journal of Business Research, Elsevier, vol. 66(12), pages 2390-2396.
    36. Joseph E. Stiglitz, 2002. "Information and the Change in the Paradigm in Economics," American Economic Review, American Economic Association, vol. 92(3), pages 460-501, June.
    37. Sandra E. Black & Philip E. Strahan, 2002. "Entrepreneurship and Bank Credit Availability," Journal of Finance, American Finance Association, vol. 57(6), pages 2807-2833, December.
    38. Cetorelli, Nicola, 2004. "Real Effects of Bank Competition," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 543-558, June.
    39. Ning Jia, 2019. "Corporate innovation strategy and disclosure policy," Review of Quantitative Finance and Accounting, Springer, vol. 52(1), pages 253-288, January.
    40. Cohen, Wesley M & Klepper, Steven, 1996. "A Reprise of Size and R&D," Economic Journal, Royal Economic Society, vol. 106(437), pages 925-951, July.
    41. Gerald J. Lobo & Yuan Xie & Joseph H. Zhang, 2018. "Innovation, financial reporting quality, and audit quality," Review of Quantitative Finance and Accounting, Springer, vol. 51(3), pages 719-749, October.
    42. Chava, Sudheer & Oettl, Alexander & Subramanian, Ajay & Subramanian, Krishnamurthy V., 2013. "Banking deregulation and innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 759-774.
    43. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    44. Butler, Alexander W. & Cornaggia, Jess, 2011. "Does access to external finance improve productivity? Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 99(1), pages 184-203, January.
    45. Raphael Amit & Lawrence Glosten & Eitan Muller, 1990. "Entrepreneurial Ability, Venture Investments, and Risk Sharing," Management Science, INFORMS, vol. 36(10), pages 1233-1246, October.
    46. Dell'Ariccia, Giovanni & Marquez, Robert, 2004. "Information and bank credit allocation," Journal of Financial Economics, Elsevier, vol. 72(1), pages 185-214, April.
    47. Cumming, Douglas & Dai, Na, 2010. "Local bias in venture capital investments," Journal of Empirical Finance, Elsevier, vol. 17(3), pages 362-380, June.
    48. Bikker, Jacob A. & Haaf, Katharina, 2002. "Competition, concentration and their relationship: An empirical analysis of the banking industry," Journal of Banking & Finance, Elsevier, vol. 26(11), pages 2191-2214, November.
    49. Zhang, Wei, 2015. "R&D investment and distress risk," Journal of Empirical Finance, Elsevier, vol. 32(C), pages 94-114.
    50. Theodore M. Crone & Alan Clayton-Matthews, 2005. "Consistent Economic Indexes for the 50 States," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 593-603, November.
    51. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    52. 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.
    53. Nelson, Andrew & Earle, Andrew & Howard-Grenville, Jennifer & Haack, Julie & Young, Doug, 2014. "Do innovation measures actually measure innovation? Obliteration, symbolic adoption, and other finicky challenges in tracking innovation diffusion," Research Policy, Elsevier, vol. 43(6), pages 927-940.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wang, Qian & Du, Zhuo-Ya, 2022. "Changing the impact of banking concentration on corporate innovation: The moderating effect of digital transformation," Technology in Society, Elsevier, vol. 71(C).
    2. Basheer Ahmad Khamees, 2023. "Information Technology Governance and Bank Performance: A Situational Approach," IJFS, MDPI, vol. 11(1), pages 1-21, March.
    3. Jing Wang & Wei Li & Arno Forst, 2021. "Product market competition, stock price informativeness, and IFRS adoption: evidence from Europe," Review of Quantitative Finance and Accounting, Springer, vol. 56(4), pages 1537-1559, May.
    4. Yelena S. Petrenko & Aktam U. Burkhanov & Liudmila A. Bukalerova & Victoria S. Ustenko, 2024. "Counter-Cyclical Approach to Change Management in Banks for the Sustainable Development of the Financial System," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 25(1), pages 31-47, September.
    5. Chen, Wen & Zhu, Yufeng & He, Zehui & Yang, Yang, 2022. "The effect of local government debt on green innovation: Evidence from Chinese listed companies," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    6. Hussain Khan, Habib & Kutan, Ali M., 2023. "Banking sector competition and firms’ financial constraints: Firm-Level evidence from developing economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lin Tian & Liang Han, 2019. "How local is local? Evidence from bank competition and corporate innovation in U.S," Review of Quantitative Finance and Accounting, Springer, vol. 52(1), pages 289-324, January.
    2. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    3. Mi, Biao & Zhang, Luqiao & Han, Liang & Shen, Yun, 2024. "Bank market power and financial reporting quality," Journal of Corporate Finance, Elsevier, vol. 84(C).
    4. 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.
    5. Florian Leon, 2015. "What do we know about the role of bank competition in Africa?," CERDI Working papers halshs-01164864, HAL.
    6. de Haas, Ralph & Lu, Liping & Ongena, S.R.G., 2018. "Clear and Close Competitors? : On the Causes and Consequences of Bilateral Competition between Banks," Other publications TiSEM e9f86045-13c5-49d9-85df-1, Tilburg University, School of Economics and Management.
    7. De Haas, Ralph & Lu, Liping & Ongena, Steven, 2020. "Close Competitors? Bilateral Bank Competition and Spatial Variation in Firms’ Access to Credit," CEPR Discussion Papers 15015, C.E.P.R. Discussion Papers.
    8. Berger, Allen N. & Chen, Ruiyuan (Ryan) & El Ghoul, Sadok & Guedhami, Omrane, 2020. "Who wins and who loses from bank geographic deregulation? Analysis of financially constrained and unconstrained firms," Journal of Corporate Finance, Elsevier, vol. 65(C).
    9. Moshirian, Fariborz & Tian, Xuan & Zhang, Bohui & Zhang, Wenrui, 2021. "Stock market liberalization and innovation," Journal of Financial Economics, Elsevier, vol. 139(3), pages 985-1014.
    10. Degryse, Hans & Ongena, Steven, 2007. "The impact of competition on bank orientation," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 399-424, July.
    11. Ma, Qianli & Xu, Lei & Anwar, Sajid & Lu, Zenghua, 2023. "Banking competition and the use of shadow credit: Evidence from lending marketplaces," Global Finance Journal, Elsevier, vol. 58(C).
    12. Chen Lin & Sibo Liu & Lai Wei, 2023. "Banking and innovation: a review," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 21(1), pages 143-176, January.
    13. Senay Agca & Pablo Slutzky & Stefan Zeume, 2021. "Anti-Money Laundering Enforcement, Banks, and the Real Economy," Working Papers 2021-20, The George Washington University, Institute for International Economic Policy.
    14. W. Blake Marsh & Rajdeep Sengupta, 2017. "Competition and Bank Fragility," Research Working Paper RWP 17-6, Federal Reserve Bank of Kansas City.
    15. Geraldo Cerqueiro & Deepak Hegde & María Fabiana Penas & Robert C. Seamans, 2017. "Debtor Rights, Credit Supply, and Innovation," Management Science, INFORMS, vol. 63(10), pages 3311-3327, October.
    16. Shofiqur Rahman, 2020. "Credit supply and capital structure adjustments," Financial Management, Financial Management Association International, vol. 49(4), pages 949-972, December.
    17. Chu, Yongqiang, 2018. "Banking deregulation and credit supply: Distinguishing the balance sheet and the competition channels," Journal of Financial Intermediation, Elsevier, vol. 35(PA), pages 102-119.
    18. Ogura, Yoshiaki, 2012. "Lending competition and credit availability for new firms: Empirical study with the price cost margin in regional loan markets," Journal of Banking & Finance, Elsevier, vol. 36(6), pages 1822-1838.
    19. Çağatay Bircan & Ralph De Haas, 2020. "The Limits of Lending? Banks and Technology Adoption across Russia," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 536-609.
    20. Berger, Allen N. & Molyneux, Phil & Wilson, John O.S., 2020. "Banks and the real economy: An assessment of the research," Journal of Corporate Finance, Elsevier, vol. 62(C).

    More about this item

    Keywords

    Bank market; Competition; Corporate innovation; Efficiencies; Information specialization;
    All these keywords.

    JEL classification:

    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:rqfnac:v:54:y:2020:i:3:d:10.1007_s11156-019-00815-6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.