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The Performance of Financial Institutions: Modeling, Evidence, and Some Policy Implications

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  • Joseph P. Hughes

    (Rutgers University)

  • Loretta J. Mester

    (Federal Reserve Bank of Cleveland)

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 commercial 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 versus expected return, which, in turn, affects bank performance. Banks have an incentive to reduce risk to protect their valuable charters 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 bank performance 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 risk-taking. 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 commercial 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

  • Joseph P. Hughes & Loretta J. Mester, 2018. "The Performance of Financial Institutions: Modeling, Evidence, and Some Policy Implications," Departmental Working Papers 201805, Rutgers University, Department of Economics.
  • Handle: RePEc:rut:rutres:201805
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    1. 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.
    2. 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.
    3. Bhattacharya Sudipto & Thakor Anjan V., 1993. "Contemporary Banking Theory," Journal of Financial Intermediation, Elsevier, vol. 3(1), pages 2-50, October.
    4. 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.
    5. 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.
    6. 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.
    7. Mester, Loretta J., 1991. "Agency costs among savings and loans," Journal of Financial Intermediation, Elsevier, vol. 1(3), pages 257-278, June.
    8. 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.
    9. Schmid, Markus & Walter, Ingo, 2014. "Firm structure in banking and finance: is broader better?," Journal of Financial Perspectives, EY Global FS Institute, vol. 2(2), pages 65-75.
    10. 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.
    11. Hughes, Joseph P, et al, 1996. "Efficient Banking under Interstate Branching," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(4), pages 1045-1071, November.
    12. Bernadette A Minton & René M Stulz & Alvaro G Taboada, 2019. "Are the Largest Banks Valued More Highly?," The Review of Financial Studies, Society for Financial Studies, vol. 32(12), pages 4604-4652.
    13. 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.
    14. 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.
    15. Yaron Brook & Robert Hendershott & Darrell Lee, 1998. "The Gains from Takeover Deregulation: Evidence from the End of Interstate Banking Restrictions," Journal of Finance, American Finance Association, vol. 53(6), pages 2185-2204, December.
    16. 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.
    17. 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.
    18. Mester, Loretta J., 1993. "Efficiency in the savings and loan industry," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 267-286, April.
    19. Charles W. Calomiris & Doron Nissim, 2007. "Activity-Based Valuation of Bank Holding Companies," NBER Working Papers 12918, National Bureau of Economic Research, Inc.
    20. Mark Egan & Stefan Lewellen & Adi Sunderam, 2017. "The Cross Section of Bank Value," NBER Working Papers 23291, National Bureau of Economic Research, Inc.
    21. 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.
    22. 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.
    23. Hughes, Joseph P. & Jagtiani, Julapa & Mester, Loretta J. & Moon, Choon-Geol, 2019. "Does scale matter in community bank performance? Evidence obtained by applying several new measures of performance," Journal of Banking & Finance, Elsevier, vol. 106(C), pages 471-499.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    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. 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.
    34. 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.
    35. Caprio, Gerard & Laeven, Luc & Levine, Ross, 2007. "Governance and bank valuation," Journal of Financial Intermediation, Elsevier, vol. 16(4), pages 584-617, October.
    36. Stefan Lewellen & Adi Sunderam & Mark Egan, 2017. "The Cross Section of Bank Value," 2017 Meeting Papers 1283, Society for Economic Dynamics.
    37. 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.
    38. Herring, Richard J & Vankudre, Prashant, 1987. "Growth Opportunities and Risk-Taking by Financial Intermediaries," Journal of Finance, American Finance Association, vol. 42(3), pages 583-599, July.
    39. Hughes, Joseph P. & Moon, Choon-Geol, 2022. "How bad is a bad loan? Distinguishing inherent credit risk from inefficient lending (Does the capital market price this difference?)," Journal of Economics and Business, Elsevier, vol. 120(C).
    40. 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.
    41. 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.
    42. Ing-Haw Cheng & Harrison Hong & José A. Scheinkman, 2015. "Yesterday's Heroes: Compensation and Risk at Financial Firms," Journal of Finance, American Finance Association, vol. 70(2), pages 839-879, April.
    43. 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.
    44. 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..
    45. 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.
    46. 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.
    47. 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.
    48. 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.
    49. Randall Kroszner, 2016. "A Review of Bank Funding Cost Differentials," Journal of Financial Services Research, Springer;Western Finance Association, vol. 49(2), pages 151-174, June.
    50. Joseph P. Hughes & Loretta J. Mester & Choon-Geol Moon, 2016. "Market Discipline Working for and Against Financial Stability: The Two Faces of Equity Capital in U.S. Commercial Banking," Departmental Working Papers 201611, Rutgers University, Department of Economics.
    51. Philippe Aghion & Alberto Alesina & Francesco Trebbi, 2007. "Democracy, Technology, and Growth," NBER Working Papers 13180, National Bureau of Economic Research, Inc.
    52. 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.
    53. Javed Ahmed & Christopher Anderson & Rebecca Zarutskie, 2015. "Are the Borrowing Costs of Large Financial Firms Unusual?," Working Papers 15-10, Office of Financial Research, US Department of the Treasury.
    54. 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.
    55. Mester, Loretta J., 1992. "Traditional and nontraditional banking: An information-theoretic approach," Journal of Banking & Finance, Elsevier, vol. 16(3), pages 545-566, June.
    56. Fiordelisi, Franco & Marques-Ibanez, David & Molyneux, Phil, 2011. "Efficiency and risk in European banking," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1315-1326, May.
    57. Peter G. Klein & Marc R. Saidenberg, 2010. "Organizational Structure And The Diversification Discount: Evidence From Commercial Banking," Journal of Industrial Economics, Wiley Blackwell, vol. 58(1), pages 127-155, March.
    58. 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.
    59. Fiordelisi, Franco, 2007. "Shareholder value efficiency in European banking," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2151-2171, July.
    60. 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.
    61. Morck, Randall & Shleifer, Andrei & Vishny, Robert W., 1988. "Management ownership and market valuation," Scholarly Articles 29407535, Harvard University Department of Economics.
    62. 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.
    63. 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.
    64. Nicola Cetorelli & Michael G. Jacobides & Samuel Stern, 2017. "Transformation of corporate scope in U.S. banks: patterns and performance implications," Staff Reports 813, Federal Reserve Bank of New York.
    65. 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.
    66. 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.
    67. Biagio Bossone & Jong-Kun Lee, 2004. "In Finance, Size Matters," IMF Staff Papers, Palgrave Macmillan, vol. 51(1), pages 1-2.
    68. 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.
    69. 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.
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    Keywords

    bank; efficiency; risk; cost; profit;
    All these keywords.

    JEL classification:

    • D20 - Microeconomics - - Production and Organizations - - - General
    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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