Andriakopoulos, Konstantinos and Kounetas, Konstantinos (2019): The impact of large lending on bank efficiency in U.S.A.
PDF
MPRA_paper_96036.pdf Download (1MB) |
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.
Item Type: | MPRA Paper |
---|---|
Original Title: | The impact of large lending on bank efficiency in U.S.A. |
English Title: | The impact of large lending on bank efficiency in U.S.A. |
Language: | English |
Keywords: | JEL classifications: C33; G21; G30 |
Subjects: | C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables > C33 - Panel Data Models ; Spatio-temporal Models G - Financial Economics > G2 - Financial Institutions and Services > G21 - Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages G - Financial Economics > G3 - Corporate Finance and Governance > G30 - General |
Item ID: | 96036 |
Depositing User: | Dr Konstantinos Andriakopoulos |
Date Deposited: | 18 Sep 2019 01:13 |
Last Modified: | 26 Sep 2019 09:00 |
References: | Adedeji, Abimbola, and Richard C. Stapleton. 1996. Leases, debt and taxable capacity. Applied Financial Economics 6.1, 71-83. Aebi, V., Sabato, G., & Schmid, M., 2012. Risk management, corporate governance, and bank performance in the financial crisis. Journal of Banking & Finance, 36(12), 3213-3226. Aigner, D., Lovell, C. K., & Schmidt, P., 1977. Formulation and estimation of stochastic frontier production function models. Journal of econometrics, 6(1), 21-37. Allen,J., Rai, A., 1996. Operational efficiency in banking: an international comparison. Journal of Banking and Finance, 20, 665-672. Altunbas,Y.,Liu, M.H.,Molyneux, P.,Seth, R., 2000. Efficiency and risk in Japanese banking. Journal of Banking and Finnace. 24(10), 1605-1628. Ang, J., Peterson, P., 1984. The leasing puzzle. Journal of Finance 39 (4), 1055–65. Atanasova , C. and Wilson, N. 2001. Borrowing constraints and the demand for trade credit: Evidence for trade credit: Evidence from UK panel data. Mimeograph, Credit Managemnet Research Centre, University of Leeds. Bartholdy, J.and Mateus, C. 2008. Taxes and corporate debt policy: Evidence for unlisted firms of sixteen European countries. Working paper, http://ssrn.com/abstract=1098370. Battese, G.E., and Broca, S.S., 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 8, 395-414. Battese, G.E. Coelli, T., 1995. A model for technical inefficiency effects in a stochastic frontier production function for panel data. Empirical Economics 20, 325-32. Berger, A. N., Hasan, I., & Zhou, M., 2009. Bank ownership and efficiency in China: What will happen in the world’s largest nation?. Journal of Banking & Finance, 33(1), 113-130. Berger, Allen N., and Timothy H. Hannan., 1998. The efficiency cost of market power in the banking industry: A test of the “quiet life” and related hypotheses. Review of Economics and Statistics 80.3, 454-465 Berger, A.N., and G.F. Udell, 1998. The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle, Journal of Banking and Finance, 22,(6-8), 613-673. Berger, A. N., & DeYoung, R., 1997. Problem loans and cost efficiency in commercial banks. Journal of Banking & Finance, 21(6), 849-870. Berger, Allen N., and David B. Humphrey. 1991. The dominance of inefficiencies over scale and product mix economies in banking. Journal of Monetary Economics 28.1 , 117-148. Berlin, M., 2003. Trade credit: why do production firms act as financial intermediaries?. Business Review, (Q3), 21-28. Biais, B., & Gollier, C., 1997. Trade credit and credit rationing. The Review of Financial Studies, 10(4), 903-937. Boocock, G., & Wahab, I., 2001. The financing of small firms: different continents, the same problems?. Bonin, J. P., Hasan, I., & Wachtel, P., 2005. Privatization matters: Bank efficiency in transition countries. Journal of Banking & Finance, 29(8-9), 2155-2178. Boot, Arnoud WA., 2003. Restructuring in the banking industry with implications for Europe. EIB papers 8.1, 109-129 Bowman, Robert G., 1980.Τhe debt equivalence of leases: An empirical investigation. Accounting Review, 237-253. Burkart, Mike, and Tore Ellingsen.,2002. In-kind finance. Financial Markets Group, London School of Economics, Discussion Paper 421. Carter, S., & Jones-Evans, D. (Eds.)., 2006. Enterprise and small business: Principles, practice and policy. Pearson Education. Cassar, G., 2004. The financing of business start-ups. Journal of business venturing, 19(2), 261-283. Chortareas, Georgios E., Claudia Girardone, and Alexia Ventouri., 2012. Bank supervision, regulation, and efficiency: Evidence from the European Union. Journal of Financial Stability 8.4, 292-302. Coelli, Tim J., 1996. A Guide to FRONTIER Version 4.1: A Computer Program for Stochastic Frontier Production and Cost Function Estimation. Armidale, NSW, Australia: Department of Econometrics, University of New England. Cook, L. D., 1999. Trade credit and bank finance: Financing small firms in Russia. Journal of Business venturing, 14(5-6), 493-518. Cunningham, R.C., 2005. Trade credit and credit rationing in Canadian firms, Economic Analysis (EA) Research paper series catalogue no11ff0027MIE-No.036. Deloof, Marc, Istvan Lagaert, and Ilse Verschueren., 2007. Leases and debt: complements or substitutes? Evidence from Belgian SMEs. Journal of Small Business Management 45.4: 491-500. Demsetz, H., 1973. Industry structure, market rivalry, and public policy. The Journal of Law and Economics, 16(1), 1-9. Edmiston, B., 2007. Forming ethical identities in early childhood play. Routledge. Eisenbeis, Robert Eisenbeis, Gary D. Ferrier, and Simon H. Kwan., 1999. "The informativeness of stochastic frontier and programming frontier efficiency scores: Cost efficiency and other measures of bank holding company performance. Elliehausen, G. and Walken, J., 1993. An empirical investigation into motives for demand for trade credit, Federal Reserve Board Stuff Study no.165 Farrell, M.J., 1957. The Measurement of Productive Efficiency. Journal of the Royal Statistical Society Series A, 1957, 120, 253-90. Faulkender, M., & Wang, R., 2006. Corporate financial policy and the value of cash. The Journal of Finance, 61(4), 1957-1990. Finucane, Thomas J., 1988. Some empirical evidence on the use of financial leases. Journal of Financial Research 11.4, 321-333. Gilligan, Michael J., 2004. Is there a broader-deeper trade-off in international multilateral agreements?. International Organization 58.3, 459-484. Golin, J., 2001. The Bank Credit Analysis Handbook: A Guide for Analysts, Bankers and Investors, John Wiley & Sons (Asia) Pre Ltd Howorth, C. A., 2001. Small firms' demand for finance: A research note. International Small Business Journal, 19(4), 78-86. Huang, C.J. Liu, J.T., 1994. Estimation of a non neutral stochastic frontier function, Journal of Productivity Analysis 15, 171-180. Jaffe, D. and Russel, T., 1976. Imperfect information, uncertainty, and credit rationing, Quarterly Journal of Economics 90 (4), 651-666. Karim, M. Z. A., Chan, S. G., & Hassan, S., 2010. Bank efficiency and non-performing loans: Evidence from Malaysia and Singapore. Prague Economic Papers, 2(1), 118-132. Keeton, W.R. ,1979. Equilibrium credit rationing. New York and London:Garland. Klein, Benjamin, Robert G. Crawford, and Armen A. Alchian., 1978. Vertical integration, appropriable rents, and the competitive contracting process. The journal of Law and Economics 21.2, 297-326. Klemperer, Paul., 1995. Competition when consumers have switching costs: An overview with applications to industrial organization, macroeconomics, and international trade. The review of economic studies 62.4, 515-539. Kodde, D. A., & Palm, F. C., 1986. Wald criteria for jointly testing equality and inequality restrictions. Econometrica: journal of the Econometric Society, 1243-1248. Kohler, M., Briton, E. and Yates, T., 2000. Trade Credit and the monetary transmission mechanisms, Discussion Paper, Bank of England. Kosmidou, Kyriaki, Sailesh Tanna, and 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. Vol. 45. Krishnan, V. Sivarama, and R. Charles Moyer., 1994. Bankruptcy costs and the financial leasing decision. Financial Management, 31-42. Kuenzle, M., 2005. Cost Efficiency in Network Industries: Application of Stochastic Frontier Analysis. Universität Zurich. Kumbhakar S. C., Knox Lovell,C. A., 2000. Stochastic Frontier Analysis, Cambridge University Press. Lee, T. H., Liang, L. W., & Huang, B. Y., 2013. Do mergers improve the efficiency of banks in Taiwan?: evidence from stochastic frontier approach. The Journal of Developing Areas, 47(1), 395-416. Lensink, R., Meesters, A., & Naaborg, I., 2008. Bank efficiency and foreign ownership: Do good institutions matter?. Journal of Banking & Finance, 32(5), 834-844. Lewellen, Wilbur G., Michael S. Long, and John J. McConnell., 1976. Asset leasing in competitive capital markets. The Journal of Finance 31.3, 787-798. Love,I. Preve, L. and Sarria-Allende, V.C., 2007. Trade credit and bank credit : Evidence from recent financial crises, Journal of Financial Economics, 83, (2), 453-469. Matoušek, R., & Taci, A., 2004. Efficiency in banking: Empirical evidence from the Czech Republic. Economics of Planning, 37(3-4), 225-244. Meeusen, W., & van Den Broeck, J., 1977. Efficiency estimation from Cobb-Douglas production functions with composed error. International economic review, 435-444. Mian, S. L., & Smith Jr, C. W., 1992. Accounts receivable management policy: theory and evidence. The Journal of Finance, 47(1), 169-200. Montgomery, H., Harimaya, K., & Takahashi, Y., 2014. Too big to succeed? Banking sector consolidation and efficiency. Journal of International Financial Markets, Institutions and Money, 32, 86-106. Myers, S., 1984. Presidential address: The capital structure puzzle, Journal of Finance, 39(3), 575-92. Myers, S.C., and Majuf, N.S., 1984. Corporate financing and investment decisions when firms have information that investors do not have, Journal of Financial Economics, 13(2), 187-221. Neff, David L., et al., 1993. Measuring Inefficiencies of Individual Agricultural Banks. No. 1280-2016-102136. Ng CK, Smith JK, Smith RL, 1999. Evidence on the determinants of credit terms used in interfirm trade. Journal of Finance 54, 1109–1129 Nilsen, J. H., 2002. Trade credit and the bank lending channel. Journal of Money, credit and Banking, 226-253. Pilloff, Steven J., and Stephen A. Rhoades., 2002. Structure and profitability in banking markets. Review of Industrial Organization 20.1, 81-98. Petersen, M. A., & Rajan, R. G., 1994. The benefits of lending relationships: Evidence from small business data. The journal of finance, 49(1), 3-37. Omo, M., 2000. Determinants of trade credit in the Japanese Manufacturing sector, Journal of the Japanese and International Economies, 15, 160-177. Petersen, M. A., & Rajan, R. G., 1997. Trade credit: theories and evidence. The review of financial studies, 10(3), 661-691. Rajan, R. and Zingales, L., 1995. What do we know about capital structure? Some evidence from international data, Journal of Finance, 50, 1421-1460. Rezvanian, Rasoul, and Seyed Mehdian., 2002. An examination of cost structure and production performance of commercial banks in Singapore. Journal of Banking & Finance 26.1, 79-98. Schwartz, R. A., 1974. An economic model of trade credit. Journal of financial and quantitative analysis, 9(4), 643-657. Semih Yildirim, H., and George C. Philippatos., 2007. Efficiency of banks: Recent evidence from the transition economies of Europe, 1993–2000. European Journal of Finance 13.2, 123-143. Sensarma, R., 2005. Cost and profit efficiency of Indian banks during 1986-2003: a stochastic frontier analysis. Economic and Political Weekly, 1198-1209. Sharpe, Steven A., and Hien H. Nguyen., 1995. Capital market imperfections and the incentive to lease. Journal of Financial Economics 39.2-3, 271-294. Silva, T. C., Tabak, B. M., Cajueiro, D. O., & Dias, M. V. B., 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, 469, 216-223. Smith, J. K., 1987. Trade credit and informational asymmetry, The Journal of Finance, 42, (4), 863-872. Stulz, RenéM, and Herb Johnson., 1958. An analysis of secured debt. Journal of financial Economics 14.4, 501-521. Stiglitz, J.H., and Weiss A., 1981. Credit rationing in markets with imperfect information, American Economic Review, 71, (3), 393-410. Tsai, D.H. and Huang, F.W., 1999. Management quality and bank efficiency: empirical evidence for Taiwanese banks, Management Review, Vol. 18, No. 3, pp.35–55. Wang, H. J., & Schmidt, P., 2002. One-step and two-step estimation of the effects of exogenous variables on technical efficiency levels. journal of Productivity Analysis, 18(2), 129-144. Wingborg, J., & Landstrom, H., 2000. Financial bootstrapping in small business: examining small business managers’ resource acquisition behaviour. Journal of Business Venturing, 16(1), 235-254 Wu,W.,Rui,O.M. and Wu,C., 2011. Trade credit, cash holding and financial deepening: Evidence from a transition economy, Journal of Banking and Finance, 36, (11), 2668-2883. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/96036 |