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Bank Consolidation and Soft Information Acquisition in Small Business Lending

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  • Yoshiaki Ogura
  • Hirofumi Uchida

Abstract

We empirically examine the impact of bank consolidation on bank acquisition of soft information about borrowers. Using a dataset of small business financing, we find that mergers of small banks have a negative impact on soft information acquisition, whereas mergers of large banks have no impact. We also find some evidence that an increase in organizational complexity upon a merger, rather than a post-merger cost-cut, is likely to cause a negative and significant impact on soft information acquisition by small banks. These findings are consistent with the organizational theory that predicts a comparative advantage of simple and flat organizations in acquiring and processing soft information. Copyright Springer Science+Business Media New York 2014

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  • Yoshiaki Ogura & Hirofumi Uchida, 2014. "Bank Consolidation and Soft Information Acquisition in Small Business Lending," Journal of Financial Services Research, Springer;Western Finance Association, vol. 45(2), pages 173-200, April.
    • Handle: RePEc:kap:jfsres:v:45:y:2014:i:2:p:173-200
    DOI: 10.1007/s10693-013-0163-5
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    1. Rhoades, Stephen A., 1998. "The efficiency effects of bank mergers: An overview of case studies of nine mergers," Journal of Banking & Finance, Elsevier, vol. 22(3), pages 273-291, March.
    2. Robin A. Prager & Timothy H. Hannan, 1998. "Do Substantial Horizontal Mergers Generate Significant Price Effects? Evidence From The Banking Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 46(4), pages 433-452, December.
    3. Penas, Maria Fabiana & Unal, Haluk, 2004. "Gains in bank mergers: Evidence from the bond markets," Journal of Financial Economics, Elsevier, vol. 74(1), pages 149-179, October.
    4. Peek, Joe & Rosengren, Eric S., 1998. "Bank consolidation and small business lending: It's not just bank size that matters," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 799-819, August.
    5. Degryse, Hans & Ongena, Steven, 2007. "The impact of competition on bank orientation," Journal of Financial Intermediation, Elsevier, vol. 16(3), pages 399-424, July.
    6. Aigbe Akhigbe & Jeff Madura & Ann Whyte, 2004. "Partial Anticipation and the Gains to Bank Merger Targets," Journal of Financial Services Research, Springer;Western Finance Association, vol. 26(1), pages 55-71, August.
    7. 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.
    8. Charles W. Calomiris & Thanavut Pornrojnangkool, 2005. "Monopoly-Creating Bank Consolidation? The Merger of Fleet and BankBoston," NBER Working Papers 11351, National Bureau of Economic Research, Inc.
    9. Stiroh, Kevin J. & Rumble, Adrienne, 2006. "The dark side of diversification: The case of US financial holding companies," Journal of Banking & Finance, Elsevier, vol. 30(8), pages 2131-2161, August.
    10. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    11. John Goddard & Donal McKillop & John Wilson, 2009. "Which Credit Unions are Acquired?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 36(2), pages 231-252, December.
    12. Rime, Bertrand & Stiroh, Kevin J., 2003. "The performance of universal banks: Evidence from Switzerland," Journal of Banking & Finance, Elsevier, vol. 27(11), pages 2121-2150, November.
    13. Amel, Dean & Barnes, Colleen & Panetta, Fabio & Salleo, Carmelo, 2004. "Consolidation and efficiency in the financial sector: A review of the international evidence," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2493-2519, October.
    14. Ben Craig & Valeriya Dinger, 2009. "Bank Mergers and the Dynamics of Deposit Interest Rates," Journal of Financial Services Research, Springer;Western Finance Association, vol. 36(2), pages 111-133, December.
    15. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    16. Carow, Kenneth A. & Kane, Edward J. & Narayanan, Rajesh P., 2006. "How Have Borrowers Fared in Banking Megamergers?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(3), pages 821-836, April.
    17. Nobuyoshi Yamori & Kozo Harimaya & Kazumine Kondo, 2003. "Are Banks Affiliated with Bank Holding Companies More Efficient Than Independent Banks? The Recent Experience Regarding Japanese Regional BHCs," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 10(4), pages 359-376, December.
    18. Hirofumi Uchida, 2011. "What Do Banks Evaluate When They Screen Borrowers? Soft Information, Hard Information and Collateral," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 29-48, October.
    19. Hans Degryse & Nancy Masschelein & Janet Mitchell, 2011. "Staying, Dropping, or Switching: The Impacts of Bank Mergers on Small Firms," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1102-1140.
    20. Fabio Panetta & Fabiano Schivardi & Matthew Shum, 2009. "Do Mergers Improve Information? Evidence from the Loan Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(4), pages 673-709, June.
    21. Berger, Allen N. & Saunders, Anthony & Scalise, Joseph M. & Udell, Gregory F., 1998. "The effects of bank mergers and acquisitions on small business lending," Journal of Financial Economics, Elsevier, vol. 50(2), pages 187-229, November.
    22. Robert DeYoung & Douglas Evanoff & Philip Molyneux, 2009. "Mergers and Acquisitions of Financial Institutions: A Review of the Post-2000 Literature," Journal of Financial Services Research, Springer;Western Finance Association, vol. 36(2), pages 87-110, December.
    23. Berger, Allen N. & Demsetz, Rebecca S. & Strahan, Philip E., 1999. "The consolidation of the financial services industry: Causes, consequences, and implications for the future," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 135-194, February.
    24. Edward J. Kane, 2000. "Incentives for banking megamergers: what motives might regulators infer from event-study evidence?," Proceedings, Federal Reserve Bank of Cleveland, pages 671-705.
    25. Dario Focarelli & Fabio Panetta, 2003. "Are Mergers Beneficial to Consumers? Evidence from the Market for Bank Deposits," American Economic Review, American Economic Association, vol. 93(4), pages 1152-1172, September.
    26. Jason Karceski & Steven Ongena & David C. Smith, 2005. "The Impact of Bank Consolidation on Commercial Borrower Welfare," Journal of Finance, American Finance Association, vol. 60(4), pages 2043-2082, August.
    27. Cornett, Marcia Millon & McNutt, Jamie John & Tehranian, Hassan, 2006. "Performance Changes around Bank Mergers: Revenue Enhancements versus Cost Reductions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(4), pages 1013-1050, June.
    28. Robert Hauswald & Robert Marquez, 2006. "Competition and Strategic Information Acquisition in Credit Markets," The Review of Financial Studies, Society for Financial Studies, vol. 19(3), pages 967-1000.
    29. Paola Sapienza, 2002. "The Effects of Banking Mergers on Loan Contracts," Journal of Finance, American Finance Association, vol. 57(1), pages 329-367, February.
    30. Berger, Allen N. & Black, Lamont K., 2011. "Bank size, lending technologies, and small business finance," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 724-735, March.
    31. Houston, Joel F. & James, Christopher M. & Ryngaert, Michael D., 2001. "Where do merger gains come from? Bank mergers from the perspective of insiders and outsiders," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 285-331, May.
    32. Cole, Rebel A. & Goldberg, Lawrence G. & White, Lawrence J., 2004. "Cookie Cutter vs. Character: The Micro Structure of Small Business Lending by Large and Small Banks," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 39(2), pages 227-251, June.
    33. Focarelli, Dario & Panetta, Fabio & Salleo, Carmelo, 2002. "Why Do Banks Merge?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(4), pages 1047-1066, November.
    34. Stiroh, Kevin J., 2000. "How did bank holding companies prosper in the 1990s?," Journal of Banking & Finance, Elsevier, vol. 24(11), pages 1703-1745, November.
    35. Kaoru Hosono & Koji Sakai & Kotaro Tsuru, 2009. "Consolidation of Banks in Japan: Causes and Consequences," NBER Chapters, in: Financial Sector Development in the Pacific Rim, pages 265-309, National Bureau of Economic Research, Inc.
    36. Uchida, Hirofumi & Udell, Gregory F. & Yamori, Nobuyoshi, 2012. "Loan officers and relationship lending to SMEs," Journal of Financial Intermediation, Elsevier, vol. 21(1), pages 97-122.
    37. Elena Beccalli & Pascal Frantz, 2009. "M&A Operations and Performance in Banking," Journal of Financial Services Research, Springer;Western Finance Association, vol. 36(2), pages 203-226, December.
    38. Takatoshi Ito & Andrew K. Rose, 2009. "Financial Sector Development in the Pacific Rim," NBER Books, National Bureau of Economic Research, Inc, number ito_07-2.
    39. 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.
    40. Peter Nigro & Kevin Jacques, 2000. "Financial Turmoil, Failed Bank Acquisitions, and Bank Business Lending Behavior," Journal of Financial Services Research, Springer;Western Finance Association, vol. 17(2), pages 149-164, August.
    41. Robert Avery & Katherine Samolyk, 2004. "Bank Consolidation and Small Business Lending: The Role of Community Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 25(2), pages 291-325, April.
    42. Ito, Takatoshi & Rose, Andrew K. (ed.), 2009. "Financial Sector Development in the Pacific Rim," National Bureau of Economic Research Books, University of Chicago Press, number 9780226386843, September.
    43. Humphrey, David B. & Vale, Bent, 2004. "Scale economies, bank mergers, and electronic payments: A spline function approach," Journal of Banking & Finance, Elsevier, vol. 28(7), pages 1671-1696, July.
    44. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    45. repec:bla:jindec:v:46:y:1998:i:4:p:433-52 is not listed on IDEAS
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    4. Arroyo, Martín R., 2007. "Banking concentration, information asymmetries and credit rationing: The Argentinean case," MPRA Paper 29968, University Library of Munich, Germany, revised 30 Mar 2011.
    5. Marco Cucculelli & Valentina Peruzzi & Alberto Zazzaro, 2019. "Relational capital in lending relationships: evidence from European family firms," Small Business Economics, Springer, vol. 52(1), pages 277-301, January.
    6. Uchino, Taisuke & Uesugi, Iichiro, 2022. "The effects of a megabank merger on firm-Bank relationships and loan availability☆," Journal of the Japanese and International Economies, Elsevier, vol. 63(C).
    7. Artashes Karapetyan & Bogdan Stacescu, 2014. "Information Sharing and Information Acquisition in Credit Markets," Review of Finance, European Finance Association, vol. 18(4), pages 1583-1615.
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    10. Gropp, Reint & Guettler, Andre, 2018. "Hidden gems and borrowers with dirty little secrets: Investment in soft information, borrower self-selection and competition," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 26-39.
    11. Amit Ghosh & Salvador Contreras, 2022. "Local Banking Market Frictions and Youth Crime: Evidence from Bank Failures," Journal of Financial Services Research, Springer;Western Finance Association, vol. 61(1), pages 43-75, February.
    12. Masami Imai, 2008. "Crowding-Out Effects of a Government-Owned Depository Institution: Evidence from a Natural Experiment in Japan," Wesleyan Economics Working Papers 2008-003, Wesleyan University, Department of Economics.
    13. Marco Cucculelli & Valentina Peruzzi & Alberto Zazzaro, 2016. "Relational capital in lending relationships: Evidence from European family firms," CERBE Working Papers wpC12, CERBE Center for Relationship Banking and Economics.
    14. Ferri, Giovanni & Murro, Pierluigi & Peruzzi, Valentina & Rotondi, Zeno, 2019. "Bank lending technologies and credit availability in Europe: What can we learn from the crisis?," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 128-148.
    15. 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.
    16. Tadanori Yosano & Takayoshi Nakaoka, 2011. "The Roles of Relationship Lending and Utilization of Soft Information on Bank Performance in Competitive Local Markets," Discussion Papers 2011-41, Kobe University, Graduate School of Business Administration.
    17. Heather Montgomery, 2022. "Should I Stay or Should I go Now? The Effect of Bank Mergers on Bank–Firm Relationships in Japan," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 48(3), pages 390-417, June.
    18. Imai, Masami, 2012. "Local economic effects of a government-owned depository institution: Evidence from a natural experiment in Japan," Journal of Financial Intermediation, Elsevier, vol. 21(1), pages 1-22.
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    20. Panagiotis Avramidis & Ioannis Asimakopoulos & Dimitris Malliaropulos, 2023. "Disrupted Lending Relationship and Borrower's Strategic Default," Journal of Financial Services Research, Springer;Western Finance Association, vol. 63(1), pages 91-116, February.
    21. Robert DeYoung & Douglas Evanoff & Philip Molyneux, 2009. "Mergers and Acquisitions of Financial Institutions: A Review of the Post-2000 Literature," Journal of Financial Services Research, Springer;Western Finance Association, vol. 36(2), pages 87-110, December.
    22. Ririen Setiati Riyanti & Iván Arribas & Silvia Pazzi & Emili Tortosa-Ausina, 2022. "The impacts of static ownership types and governance changes on small business lending: Evidence from Indonesia," Working Papers 2022/13, Economics Department, Universitat Jaume I, Castellón (Spain).
    23. Panagiotis Avramidis & Ioannis Asimakopoulos & Dimitris Malliaropulos, 2021. "Disrupted lending relationship and borrower's strategic default: evidence from the tourism industry during the Greek economic crisis," Working Papers 285, Bank of Greece.
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    More about this item

    Keywords

    Bank consolidation; Bank merger; Decision authority; Information acquisition; G21; G34; L22; L14; D82;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design

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