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Measuring the Performance of Banks: Theory, Practice, Evidence, and Some Policy Implications

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  • Hughes, Joseph P.

    (Rutgers University)

  • Mester, Loretta J.

    (Federal Reserve Bank of Philadelphia and University of Pennsylvania)

Abstract

The unique capital structure of commercial banking--funding production with demandable debt that participates in the economy's payments system--affects various aspects of banking. It shapes banks' comparative advantage in providing financial products and services to informationally opaque customers, their ability to diversify credit and liquidity risk, and how they are regulated, including the need to obtain a charter to operate and explicit and implicit federal guarantees of bank liabilities to reduce the probability of bank runs. These aspects of banking affect a bank's choice of risk vs. expected return, which, in turn, affects bank performance. Banks have an incentive to reduce risk to protect the valuable charter from episodes of financial distress and they also have an incentive to increase risk to exploit the cost-of-funds subsidy of mispriced deposit insurance. These are contrasting incentives tied to bank size. Measuring the performance of banks and its relationship to size requires untangling cost and profit from decisions about risk versus expected-return because both cost and profit are functions of endogenous risktaking. This chapter gives an overview of two general empirical approaches to measuring bank performance and discusses some of the applications of these approaches found in the literature. One application explains how better diversification available at a larger scale of operations generates scale economies that are obscured by higher levels of risk-taking. Studies of banking cost that ignore endogenous risk-taking find little evidence of scale economies at the largest banks while those that control for this risk-taking find large scale economies at the largest banks--evidence with important implications for regulation.

Suggested Citation

  • Hughes, Joseph P. & Mester, Loretta J., 2013. "Measuring the Performance of Banks: Theory, Practice, Evidence, and Some Policy Implications," Working Papers 13-28, University of Pennsylvania, Wharton School, Weiss Center.
  • Handle: RePEc:ecl:upafin:13-28
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    1. Jensen, Michael C & Meckling, William H, 1979. "Rights and Production Functions: An Application to Labor-managed Firms and Codetermination," The Journal of Business, University of Chicago Press, vol. 52(4), pages 469-506, October.
    2. Berger, Allen N. & Mester, Loretta J., 2003. "Explaining the dramatic changes in performance of US banks: technological change, deregulation, and dynamic changes in competition," Journal of Financial Intermediation, Elsevier, vol. 12(1), pages 57-95, January.
    3. Hughes, Joseph P. & Mester, Loretta J. & Moon, Choon-Geol, 2001. "Are scale economies in banking elusive or illusive?: Evidence obtained by incorporating capital structure and risk-taking into models of bank production," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2169-2208, December.
    4. Hughes, Joseph P. & Mester, Loretta J., 2013. "Who said large banks don’t experience scale economies? Evidence from a risk-return-driven cost function," Journal of Financial Intermediation, Elsevier, vol. 22(4), pages 559-585.
    5. Berlin, Mitchell & Mester, Loretta J, 1999. "Deposits and Relationship Lending," The Review of Financial Studies, Society for Financial Studies, vol. 12(3), pages 579-607.
    6. Mester, Loretta J., 1997. "Measuring efficiency at U.S. banks: Accounting for heterogeneity is important," European Journal of Operational Research, Elsevier, vol. 98(2), pages 230-242, April.
    7. Thomas M. Hoenig & Charles S. Morris, 2013. "Restructuring the Banking System to Improve Safety and Soundness," World Scientific Book Chapters, in: Viral V Acharya & Thorsten Beck & Douglas D Evanoff & George G Kaufman & Richard Portes (ed.), The Social Value of the Financial Sector Too Big to Fail or Just Too Big?, chapter 21, pages 401-425, World Scientific Publishing Co. Pte. Ltd..
    8. Feng, Guohua & Serletis, Apostolos, 2010. "Efficiency, technical change, and returns to scale in large US banks: Panel data evidence from an output distance function satisfying theoretical regularity," Journal of Banking & Finance, Elsevier, vol. 34(1), pages 127-138, January.
    9. Bhattacharya Sudipto & Thakor Anjan V., 1993. "Contemporary Banking Theory," Journal of Financial Intermediation, Elsevier, vol. 3(1), pages 2-50, October.
    10. Michel A. Habib & Alexander Ljungqvist, 2005. "Firm Value and Managerial Incentives: A Stochastic Frontier Approach," The Journal of Business, University of Chicago Press, vol. 78(6), pages 2053-2094, November.
    11. Joseph P. Hughes & William W. Lang & Loretta J. Mester & Choon-Geol Moon, 1996. "Efficient banking under interstate branching," Proceedings, Board of Governors of the Federal Reserve System (U.S.), pages 1045-1075.
    12. Joseph Hughes & William Lang & Loretta Mester & Choon-Geol Moon, 2000. "Recovering Risky Technologies Using the Almost Ideal Demand System: An Application to U.S. Banking," Journal of Financial Services Research, Springer;Western Finance Association, vol. 18(1), pages 5-27, October.
    13. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    14. Loretta J. Mester & Leonard I. Nakamura & Micheline Renault, 2007. "Transactions Accounts and Loan Monitoring," The Review of Financial Studies, Society for Financial Studies, vol. 20(3), pages 529-556.
    15. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    16. Joseph P. Hughes & Loretta J. Mester, 2012. "A primer on market discipline and governance of financial institutions for those in a state of shocked disbelief," Working Papers 12-13, Federal Reserve Bank of Philadelphia.
    17. Joseph Hughes, 1999. "Incorporating risk into the analysis of production," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 27(1), pages 1-23, March.
    18. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    19. David C. Wheelock & Paul W. Wilson, 2012. "Do Large Banks Have Lower Costs? New Estimates of Returns to Scale for U.S. Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(1), pages 171-199, February.
    20. Morck, Randall & Shleifer, Andrei & Vishny, Robert W., 1988. "Management ownership and market valuation," Scholarly Articles 29407535, Harvard University Department of Economics.
    21. 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.
    22. Joseph P. Hughes & Loretta J. Mester, 1998. "Bank Capitalization And Cost: Evidence Of Scale Economies In Risk Management And Signaling," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 314-325, May.
    23. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2002. "Government Ownership of Banks," Journal of Finance, American Finance Association, vol. 57(1), pages 265-301, February.
    24. Schranz, Mary S, 1993. "Takeovers Improve Firm Performance: Evidence from the Banking Industry," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 299-326, April.
    25. Joseph P. Hughes & Loretta J. Mester, "undated". "A Quality and Risk-Adjusted Cost Function for Banks: Evidence on the "Too-Big-To-Fail" Doctrine," Rodney L. White Center for Financial Research Working Papers 25-92, Wharton School Rodney L. White Center for Financial Research.
    26. Adams, Renee B. & Santos, Joao A.C., 2006. "Identifying the effect of managerial control on firm performance," Journal of Accounting and Economics, Elsevier, vol. 41(1-2), pages 55-85, April.
    27. Clark, Jeffrey A, 1996. "Economic Cost, Scale Efficiency, and Competitive Viability in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(3), pages 342-364, August.
    28. Caprio, Gerard & Laeven, Luc & Levine, Ross, 2007. "Governance and bank valuation," Journal of Financial Intermediation, Elsevier, vol. 16(4), pages 584-617, October.
    29. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    30. Alan Greenspan, 2010. "La crisis," Revista de Economía Institucional, Universidad Externado de Colombia - Facultad de Economía, vol. 12(22), pages 15-60, January-J.
    31. Mester, Loretta J., 1991. "Agency costs among savings and loans," Journal of Financial Intermediation, Elsevier, vol. 1(3), pages 257-278, June.
    32. Koetter, Michael, 2006. "The stability of efficiency rankings when risk-preferences and objectives are different," Discussion Paper Series 2: Banking and Financial Studies 2006,08, Deutsche Bundesbank.
    33. Philippe Aghion & Alberto Alesina & Francesco Trebbi, 2007. "Democracy, Technology, and Growth," NBER Working Papers 13180, National Bureau of Economic Research, Inc.
    34. DeYoung, Robert E. & Hughes, Joseph P. & Moon, Choon-Geol, 2001. "Efficient risk-taking and regulatory covenant enforcement in a deregulated banking industry," Journal of Economics and Business, Elsevier, vol. 53(2-3), pages 255-282.
    35. Hughes, Joseph P. & Lang, William W. & Mester, Loretta J. & Moon, Choon-Geol, 1999. "The dollars and sense of bank consolidation," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 291-324, February.
    36. Demirgüç-Kunt, Asli & Kane, Edward J. & Laeven, Luc, 2008. "Determinants of deposit-insurance adoption and design," Journal of Financial Intermediation, Elsevier, vol. 17(3), pages 407-438, July.
    37. Hancock, Diana, 1985. "The Financial Firm: Production with Monetary and Nonmonetary Goods," Journal of Political Economy, University of Chicago Press, vol. 93(5), pages 859-880, October.
    38. Altunbas, Yener & Evans, Lynne & Molyneux, Philip, 2001. "Bank Ownership and Efficiency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 33(4), pages 926-954, November.
    39. Demsetz, Rebecca S & Strahan, Philip E, 1997. "Diversification, Size, and Risk at Bank Holding Companies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(3), pages 300-313, August.
    40. Mester, Loretta J., 1996. "A study of bank efficiency taking into account risk-preferences," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1025-1045, July.
    41. Mester, Loretta J., 1993. "Efficiency in the savings and loan industry," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 267-286, April.
    42. Mester, Loretta J., 1992. "Traditional and nontraditional banking: An information-theoretic approach," Journal of Banking & Finance, Elsevier, vol. 16(3), pages 545-566, June.
    43. Keeley, Michael C, 1990. "Deposit Insurance, Risk, and Market Power in Banking," American Economic Review, American Economic Association, vol. 80(5), pages 1183-1200, December.
    44. Kohn, Meir, 2003. "Financial Institutions and Markets," OUP Catalogue, Oxford University Press, edition 2, number 9780195134728.
    45. Baele, Lieven & De Jonghe, Olivier & Vander Vennet, Rudi, 2007. "Does the stock market value bank diversification?," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 1999-2023, July.
    46. Joseph P. Hughes & William W. Lang & Choon-Geol Moon & Michael S. Pagano, 1998. "Measuring the efficiency of capital allocation in commercial banking," Working Papers 98-2, Federal Reserve Bank of Philadelphia.
    47. Hughes, Joseph P. & Lang, William W. & Mester, Loretta J. & Moon, Choon-Geol & Pagano, Michael S., 2003. "Do bankers sacrifice value to build empires? Managerial incentives, industry consolidation, and financial performance," Journal of Banking & Finance, Elsevier, vol. 27(3), pages 417-447, March.
    48. Jeff Powell, 2012. "International finance," Chapters, in: Jan Toporowski & Jo Michell (ed.), Handbook of Critical Issues in Finance, chapter 24, pages i-ii, Edward Elgar Publishing.
    49. Bos, Jaap W. B. & Heid, Frank & Koetter, Michael & Kolari, James W. & Kool, Clemens J. M., 2005. "Inefficient or just different? Effects of heterogeneity on bank efficiency scores," Discussion Paper Series 2: Banking and Financial Studies 2005,15, Deutsche Bundesbank.
    50. Morck, Randall & Shleifer, Andrei & Vishny, Robert W., 1988. "Management ownership and market valuation : An empirical analysis," Journal of Financial Economics, Elsevier, vol. 20(1-2), pages 293-315, January.
    51. Joseph P. Hughes & Choon-Geol Moon, 2004. "Estimating managers' utility-maximizing demand for agency goods," Proceedings 920, Federal Reserve Bank of Chicago.
    52. McAllister, Patrick H. & McManus, Douglas, 1993. "Resolving the scale efficiency puzzle in banking," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 389-405, April.
    53. Charles W. Calomiris & Doron Nissim, 2007. "Activity-Based Valuation of Bank Holding Companies," NBER Working Papers 12918, National Bureau of Economic Research, Inc.
    54. Biagio Bossone & Jong-Kun Lee, 2004. "In Finance, Size Matters," IMF Staff Papers, Palgrave Macmillan, vol. 51(1), pages 1-2.
    55. Evanoff, Douglas D & Israilevich, Philip R & Merris, Randall C, 1990. "Relative Price Efficiency, Technical Change, and Scale Economies for Large Commercial Banks," Journal of Regulatory Economics, Springer, vol. 2(3), pages 281-298, September.
    56. Calomiris, Charles W & Kahn, Charles M, 1991. "The Role of Demandable Debt in Structuring Optimal Banking Arrangements," American Economic Review, American Economic Association, vol. 81(3), pages 497-513, June.
    57. Richard Davies & Belinda Tracey, 2014. "Too Big to Be Efficient? The Impact of Implicit Subsidies on Estimates of Scale Economies for Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 46(s1), pages 219-253, February.
    58. DeYoung, Robert & Spong, Kenneth & Sullivan, Richard J., 2001. "Who's minding the store? Motivating and monitoring hired managers at small, closely held commercial banks," Journal of Banking & Finance, Elsevier, vol. 25(7), pages 1209-1243, July.
    59. Sealey, Calvin W, Jr & Lindley, James T, 1977. "Inputs, Outputs, and a Theory of Production and Cost at Depository Financial Institutions," Journal of Finance, American Finance Association, vol. 32(4), pages 1251-1266, September.
    60. Flannery, Mark J, 1994. "Debt Maturity and the Deadweight Cost of Leverage: Optimally Financing Banking Firms," American Economic Review, American Economic Association, vol. 84(1), pages 320-331, March.
    61. Hancock, Diana, 1986. "A model of the financial firm with imperfect asset and deposit elasticities," Journal of Banking & Finance, Elsevier, vol. 10(1), pages 37-54, March.
    62. Fiordelisi, Franco, 2007. "Shareholder value efficiency in European banking," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2151-2171, July.
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