IDEAS home Printed from https://ideas.repec.org/p/pra/mprapa/96036.html
   My bibliography  Save this paper

The impact of large lending on bank efficiency in U.S.A

Author

Listed:
  • Andriakopoulos, Konstantinos
  • Kounetas, Konstantinos

Abstract

This paper investigates a rather neglected issue in the banking literature regarding the impact of large lending (LL) on the three banks’ performance aspects (cost, profit and productive). Possible influences may arise in the context of banks’ credit risk as trade credit, which is provided by large, creditworthy firms, and it is a method of monitoring and enforcing loan contracts to relatively riskier firms. Indeed, trade credit providers view payments beyond the discount period as a sign of financial difficulty while the option to cut off shipments for nonpayment is a potentially powerful means for a trade creditor to force repayment, especially if a supplier provides its costumer with a product that has no close substitutes. A unique dataset was constructed concerning all USA banks collected from SDI (Statistics on Depository Institutions) report compiled by FDIC (Federal Deposit Insurance Corporation). Our sample contains 7960 banks and tracked yearly for the period 2010 -2017, creating an unbalanced panel of year observations. An econometric framework based on nested non-neutral frontiers, was developed to estimate the influence and the decomposition of large lending on the three banks' performance aspects (cost, profit and productive). Moreover, different types of frontiers aiming at the cost, profit, and production side have been investigated. The empirical findings reveal that the large lending plays a crucial role on banks' technical efficiency. Significant variations among different frontier models, type of bank and size, banks’ ownership structure and macroeconomic conditions appear to be present. By considering all CAMEL (Capital Adequacy Asset Quality Management Earnings Liquidity) parameters we notice that banks’ financial strength affects banks’ efficiency. Some policy implications are derived based on the empirical evidence supporting a safer and sounder banking system can be emerged as banks finance large firms, increasing the willingness of people to save and bank’s attitude to finance profitable investments projects that rise firm’s value and promote economic growth.

Suggested Citation

  • Andriakopoulos, Konstantinos & Kounetas, Konstantinos, 2019. "The impact of large lending on bank efficiency in U.S.A," MPRA Paper 96036, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:96036
    as

    Download full text from publisher

    File URL: https://mpra.ub.uni-muenchen.de/96036/1/MPRA_paper_96036.pdf
    File Function: original version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    2. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    3. Allen N. Berger & Timothy H. Hannan, 1998. "The Efficiency Cost Of Market Power In The Banking Industry: A Test Of The "Quiet Life" And Related Hypotheses," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 454-465, August.
    4. Bonin, John P. & Hasan, Iftekhar & Wachtel, Paul, 2005. "Privatization matters: Bank efficiency in transition countries," Journal of Banking & Finance, Elsevier, vol. 29(8-9), pages 2155-2178, August.
    5. Mian, Shehzad L & Smith, Clifford W, Jr, 1992. "Accounts Receivable Management Policy: Theory and Evidence," Journal of Finance, American Finance Association, vol. 47(1), pages 169-200, March.
    6. Sharpe, Steven A. & Nguyen, Hien H., 1995. "Capital market imperfections and the incentive to lease," Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 271-294.
    7. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    8. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    9. Rezvanian, Rasoul & Mehdian, Seyed, 2002. "An examination of cost structure and production performance of commercial banks in Singapore," Journal of Banking & Finance, Elsevier, vol. 26(1), pages 79-98, January.
    10. Michael Faulkender & Rong Wang, 2006. "Corporate Financial Policy and the Value of Cash," Journal of Finance, American Finance Association, vol. 61(4), pages 1957-1990, August.
    11. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    12. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    13. Montgomery, Heather & Harimaya, Kozo & Takahashi, Yuki, 2014. "Too big to succeed? Banking sector consolidation and efficiency," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 86-106.
    14. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    15. Cook, Lisa D., 1999. "Trade credit and bank finance: Financing small firms in russia," Journal of Business Venturing, Elsevier, vol. 14(5-6), pages 493-518.
    16. V. Sivarama Krishnan & R. Charles Moyer, 1994. "Bankruptcy Costs and the Financial Leasing Decision," Financial Management, Financial Management Association, vol. 23(2), Summer.
    17. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    18. Demsetz, Harold, 1973. "Industry Structure, Market Rivalry, and Public Policy," Journal of Law and Economics, University of Chicago Press, vol. 16(1), pages 1-9, April.
    19. H. Semih Yildirim & George Philippatos, 2007. "Efficiency of Banks: Recent Evidence from the Transition Economies of Europe, 1993-2000," The European Journal of Finance, Taylor & Francis Journals, vol. 13(2), pages 123-143.
    20. Cassar, Gavin, 2004. "The financing of business start-ups," Journal of Business Venturing, Elsevier, vol. 19(2), pages 261-283, March.
    21. Hung-jen Wang & Peter Schmidt, 2002. "One-Step and Two-Step Estimation of the Effects of Exogenous Variables on Technical Efficiency Levels," Journal of Productivity Analysis, Springer, vol. 18(2), pages 129-144, September.
    22. Lewellen, Wilbur G & Long, Michael S & McConnell, John J, 1976. "Asset Leasing in Competitive Capital Markets," Journal of Finance, American Finance Association, vol. 31(3), pages 787-798, June.
    23. Lensink, Robert & Meesters, Aljar & Naaborg, Ilko, 2008. "Bank efficiency and foreign ownership: Do good institutions matter?," Journal of Banking & Finance, Elsevier, vol. 32(5), pages 834-844, May.
    24. Rose Cunningham, 2004. "Trade Credit and Credit Rationing in Canadian Firms," Staff Working Papers 04-49, Bank of Canada.
    25. Paul Klemperer, 1995. "Competition when Consumers have Switching Costs: An Overview with Applications to Industrial Organization, Macroeconomics, and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 515-539.
    26. Nilsen, Jeffrey H, 2002. "Trade Credit and the Bank Lending Channel," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 226-253, February.
    27. Boot, Arnoud W. A., 2003. "Restructuring in the banking industry withimplications for Europe," EIB Papers 5/2003, European Investment Bank, Economics Department.
    28. George Battese & Sumiter Broca, 1997. "Functional Forms of Stochastic Frontier Production Functions and Models for Technical Inefficiency Effects: A Comparative Study for Wheat Farmers in Pakistan," Journal of Productivity Analysis, Springer, vol. 8(4), pages 395-414, November.
    29. Robert A. Eisenbeis & Gary D. Ferrier & Simon H. Kwan, 1999. "The informativeness of stochastic frontier and programming frontier efficiency scores: Cost efficiency and other measures of bank holding company performance," FRB Atlanta Working Paper 99-23, Federal Reserve Bank of Atlanta.
    30. Steven Pilloff & Stephen Rhoades, 2002. "Structure and Profitability in Banking Markets," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 20(1), pages 81-98, February.
    31. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    32. Love, Inessa & Preve, Lorenzo A. & Sarria-Allende, Virginia, 2007. "Trade credit and bank credit: Evidence from recent financial crises," Journal of Financial Economics, Elsevier, vol. 83(2), pages 453-469, February.
    33. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2009. "Bank ownership and efficiency in China: What will happen in the world's largest nation?," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 113-130, January.
    34. Mitchell Berlin, 2003. "Trade credit: why do production firms act as financial intermediaries?," Business Review, Federal Reserve Bank of Philadelphia, issue Q3, pages 21-28.
    35. Aebi, Vincent & Sabato, Gabriele & Schmid, Markus, 2012. "Risk management, corporate governance, and bank performance in the financial crisis," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3213-3226.
    36. Allen, Linda & Rai, Anoop, 1996. "Operational efficiency in banking: An international comparison," Journal of Banking & Finance, Elsevier, vol. 20(4), pages 655-672, May.
    37. Altunbas, Yener & Liu, Ming-Hau & Molyneux, Philip & Seth, Rama, 2000. "Efficiency and risk in Japanese banking," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1605-1628, October.
    38. Silva, Thiago Christiano & Tabak, Benjamin Miranda & Cajueiro, Daniel Oliveira & Dias, Marina Villas Boas, 2017. "A comparison of DEA and SFA using micro- and macro-level perspectives: Efficiency of Chinese local banks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 469(C), pages 216-223.
    39. Kodde, David A & Palm, Franz C, 1986. "Wald Criteria for Jointly Testing Equality and Inequality Restriction s," Econometrica, Econometric Society, vol. 54(5), pages 1243-1248, September.
    40. Chee K. Ng & Janet Kiholm Smith & Richard L. Smith, 1999. "Evidence on the Determinants of Credit Terms Used in Interfirm Trade," Journal of Finance, American Finance Association, vol. 54(3), pages 1109-1129, June.
    41. Gilligan, Michael J., 2004. "Is There a Broader-Deeper Trade-off in International Multilateral Agreements?," International Organization, Cambridge University Press, vol. 58(3), pages 459-484, July.
    42. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    43. 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.
    44. Berger, Allen N. & Humphrey, David B., 1991. "The dominance of inefficiencies over scale and product mix economies in banking," Journal of Monetary Economics, Elsevier, vol. 28(1), pages 117-148, August.
    45. Smith, Janet Kiholm, 1987. "Trade Credit and Informational Asymmetry," Journal of Finance, American Finance Association, vol. 42(4), pages 863-872, September.
    46. Sailesh Tanna & Kyriaki Kosmidou & Fotios Pasiouras, 2005. "Determinants of profitability of domestic UK commercial banks: panel evidence from the period 1995-2002," Money Macro and Finance (MMF) Research Group Conference 2005 45, Money Macro and Finance Research Group.
    47. Thomas J. Finucane, 1988. "Some Empirical Evidence On The Use Of Financial Leases," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 11(4), pages 321-333, December.
    48. Schwartz, Robert A., 1974. "An Economic Model of Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(4), pages 643-657, September.
    49. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    50. Biais, Bruno & Gollier, Christian, 1997. "Trade Credit and Credit Rationing," The Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 903-937.
    51. Tung-Hao Lee & Lien-Wen Liang & Bor-Yi Huang, 2013. "Do mergers improve the efficiency of banks in Taiwan?: evidence from stochastic frontier approach," Journal of Developing Areas, Tennessee State University, College of Business, vol. 47(1), pages 395-416, January-J.
    52. Ang, James & Peterson, Pamela P, 1984. "The Leasing Puzzle," Journal of Finance, American Finance Association, vol. 39(4), pages 1055-1065, September.
    53. Klein, Benjamin & Crawford, Robert G & Alchian, Armen A, 1978. "Vertical Integration, Appropriable Rents, and the Competitive Contracting Process," Journal of Law and Economics, University of Chicago Press, vol. 21(2), pages 297-326, October.
    54. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    55. Mohd Zaini Abd Karim & Sok-Gee Chan & Sallahudin Hassan, 2010. "Bank Efficiency and Non-Performing Loans: Evidence from Malaysia and Singapore," Prague Economic Papers, Prague University of Economics and Business, vol. 2010(2), pages 118-132.
    56. Cunningham, Rose, 2005. "Trade Credit and Credit Rationing in Canadian Firms," Economic Analysis (EA) Research Paper Series 2005036e, Statistics Canada, Analytical Studies Branch.
    57. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    58. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2012. "Bank supervision, regulation, and efficiency: Evidence from the European Union," Journal of Financial Stability, Elsevier, vol. 8(4), pages 292-302.
    Full references (including those not matched with items on IDEAS)

    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. Andriakopoulos, Konstantinos & Ladas, Augoustinos & Andriakopoulos, Panagiotis, 2020. "Bank efficiency and leasing in U.S.A. banking system," MPRA Paper 112645, University Library of Munich, Germany.
    2. Marian Rizov, 2008. "Corporate Capital Structure And How Soft Budget Constraints May Affect It," Journal of Economic Surveys, Wiley Blackwell, vol. 22(4), pages 648-684, September.
    3. Ydriss Ziane, 2009. "Tests des motifs transactionnels et financiers du crédit commercial:le cas des firmes lorraines," Revue Finance Contrôle Stratégie, revues.org, vol. 12(1), pages 67-92, March.
    4. Mohanty, Sunil K. & Lin, Winston T. & Lin, Hong-Jen, 2013. "Measuring cost efficiency in presence of heteroskedasticity: The case of the banking industry in Taiwan," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 26(C), pages 77-90.
    5. Curtiss, Jarmila, 2012. "Determinants of Financial Capital Use: Review of theories and implications for rural businesses," Factor Markets Working Papers 123, Centre for European Policy Studies.
    6. Akbar, Saeed & Rehman, Shafiq ur & Ormrod, Phillip, 2013. "The impact of recent financial shocks on the financing and investment policies of UK private firms," International Review of Financial Analysis, Elsevier, vol. 26(C), pages 59-70.
    7. Manlagnit, Maria Chelo V., 2015. "Basel regulations and banks’ efficiency: The case of the Philippines," Journal of Asian Economics, Elsevier, vol. 39(C), pages 72-85.
    8. Akbar, Saeed & Rehman, Shafiq ur & Liu, Jia & Shah, Syed Zulfiqar Ali, 2017. "Credit supply constraints and financial policies of listed companies during the 2007–2009 financial crisis," Research in International Business and Finance, Elsevier, vol. 42(C), pages 559-571.
    9. Van den Bogaerd, Machteld & Aerts, Walter, 2015. "Does media reputation affect properties of accounts payable?," European Management Journal, Elsevier, vol. 33(1), pages 19-29.
    10. Mariarosaria Agostino & Francesco Trivieri, 2014. "Does trade credit play a signalling role? Some evidence from SMEs microdata," Small Business Economics, Springer, vol. 42(1), pages 131-151, January.
    11. María-José Palacín-Sánchez & Francisco-Javier Canto-Cuevas & Filippo di-Pietro, 2019. "Trade credit versus bank credit: a simultaneous analysis in European SMEs," Small Business Economics, Springer, vol. 53(4), pages 1079-1096, December.
    12. Paola Bongini & Annalisa Ferrando & Emanuele Rossi & Monica Rossolini, 2021. "SME access to market-based finance across Eurozone countries," Small Business Economics, Springer, vol. 56(4), pages 1667-1697, April.
    13. McGuinness, Gerard & Hogan, Teresa & Powell, Ronan, 2018. "European trade credit use and SME survival," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 81-103.
    14. Francisco-Javier Canto-Cuevas & María-José Palacín-Sánchez & Filippo Di Pietro, 2019. "Trade Credit as a Sustainable Resource during an SME’s Life Cycle," Sustainability, MDPI, vol. 11(3), pages 1-16, January.
    15. Ana Venâncio & João Jorge, 2022. "The role of accelerator programmes on the capital structure of start-ups," Small Business Economics, Springer, vol. 59(3), pages 1143-1167, October.
    16. Pierluigi Murro & Valentina Peruzzi, 2022. "Relationship lending and the use of trade credit: the role of relational capital and private information," Small Business Economics, Springer, vol. 59(1), pages 327-360, June.
    17. Belinda L. Del Gaudio & Gabriele Sampagnaro & Claudio Porzio & Vincenzo Verdoliva, 2022. "The signaling role of trade credit in bank lending decisions: Evidence from small and medium‐sized enterprises," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(1-2), pages 327-354, January.
    18. Cole, Rebel, 2010. "Bank credit, trade credit or no credit: Evidence from the Surveys of Small Business Finances," MPRA Paper 24689, University Library of Munich, Germany, revised 15 Mar 2010.
    19. Stefania Cosci & Roberto Guida & Valentina Meliciani, 2015. "Leasing Decisions and Credit Constraints: Empirical Analysis on a Sample of Italian Firms," European Financial Management, European Financial Management Association, vol. 21(2), pages 377-398, March.
    20. Bougheas, Spiros & Mateut, Simona & Mizen, Paul, 2009. "Corporate trade credit and inventories: New evidence of a trade-off from accounts payable and receivable," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 300-307, February.

    More about this item

    Keywords

    JEL classifications: C33; G21; G30;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pra:mprapa:96036. 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: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .

    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.