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The Determinants of Operational Risk in U.S. Financial Institutions

Published online by Cambridge University Press:  06 June 2011

Anna Chernobai ,
Philippe Jorion  and
Fan Yu
Anna Chernobai
Affiliation:
Whitman School of Management, Syracuse University, 721 University Ave., Syracuse, NY 13244. [email protected]
Philippe Jorion
Affiliation:
Merage School of Business, University of California at Irvine, Irvine, CA 92697. [email protected]
Fan Yu
Affiliation:
Robert Day School of Economics and Finance, Claremont McKenna College, 500 E. 9th S., Claremont, CA 91711 and Shanghai Jiao Tong University. [email protected]
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Abstract

We examine the incidence of operational losses among U.S. financial institutions using publicly reported loss data from 1980 to 2005. We show that most operational losses can be traced to a breakdown of internal control, and that firms suffering from these losses tend to be younger and more complex, and have higher credit risk, more antitakeover provisions, and chief executive officers (CEOs) with higher stock option holdings and bonuses relative to salary. These findings highlight the correlation between operational risk and credit risk, as well as the role of corporate governance and proper managerial incentives in mitigating operational risk.

Type
Research Articles
Information
Journal of Financial and Quantitative Analysis , Volume 46 , Issue 6 , December 2011 , pp. 1683 - 1725
Copyright
Copyright © Michael G. Foster School of Business, University of Washington 2011

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References

Acharya, V.; Davydenko, S.; and Strebulaev, I.. “Cash Holdings and Credit Risk.” Working Paper, University of Toronto (2007).Google Scholar
Allen, L., and Bali, T. G.. “Cyclicality in Catastrophic and Operational Risk Measurements.” Journal of Banking and Finance, 31 (2007), 1191–1235.CrossRefGoogle Scholar
Arnold, M.; Larsen, P. T.; Hollinger, P.; O’Doherty, J.; and Milne, R.. “How Kerviel Exposed Lax Controls at Société Générale.” Financial Times (Feb. 7, 2008).Google Scholar
Ashbaugh-Skaife, H.; Collins, D. W.; and Kinney, W. R. Jr. “The Discovery and Reporting of Internal Control Deficiencies Prior to SOX-Mandated Audits.” Journal of Accounting and Economics, 44 (2007), 166–192.Google Scholar
Ashbaugh-Skaife, H.; Collins, D. W.; Kinney, W. R. Jr.; and LaFond, R.. “The Effect of SOX Internal Control Deficiencies on Firm Risk and Cost of Equity.” Journal of Accounting Research, 47 (2009), 1–43.CrossRefGoogle Scholar
Basel Committee on Banking Supervision. Operational Risk Management. Basel, Switzerland: Bank of International Settlements (1998).Google Scholar
Basel Committee on Banking Supervision. A New Capital Adequacy Framework. Basel, Switzerland: Bank of International Settlements (1999).Google Scholar
Basel Committee on Banking Supervision. Operational Risk. Basel, Switzerland: Bank of International Settlement (2001).Google Scholar
Basel Committee on Banking Supervision. International Convergence of Capital Measurement and Capital Standards. Basel, Switzerland: Bank of International Settlements (2006).Google Scholar
Basel Committee on Banking Supervision. Enhancements to the Basel II Framework. Basel, Switzerland: Bank of International Settlements (2009a).Google Scholar
Basel Committee on Banking Supervision. Observed Range of Practice in Key Elements of Advanced Measurement Approaches (AMA). Basel, Switzerland: Bank of International Settlements (2009b).Google Scholar
Basel Committee on Banking Supervision. Strengthening the Resilience of the Banking Sector. Basel, Switzerland: Bank of International Settlements (2009c).Google Scholar
Bertrand, M., and Mullainathan, S.. “Enjoying the Quiet Life? Corporate Governance and Managerial Preferences.” Journal of Political Economy, 111 (2003), 1043–1075.CrossRefGoogle Scholar
Bharath, S. T., and Shumway, T.. “Forecasting Default with the Merton Distance to Default Model.” Review of Financial Studies, 21 (2008), 1339–1369.CrossRefGoogle Scholar
Black, F., and Scholes, M.. “The Pricing of Options and Corporate Liabilities.” Journal of Political Economy, 81 (1973), 637–654.Google Scholar
Brown, S.; Goetzmann, W.; Liang, B.; and Schwarz, C.. “Mandatory Disclosure and Operational Risk: Evidence from Hedge Fund Registration.” Journal of Finance, 63 (2008), 2785–2815.CrossRefGoogle Scholar
Burns, N., and Kedia, S.. “The Impact of Performance-Based Compensation on Misreporting.” Journal of Financial Economics, 79 (2006), 35–67.CrossRefGoogle Scholar
Callas, P. W.; Pastides, H.; and Hosmer, D. W.. “Empirical Comparisons of Proportional Hazards, Poisson, and Logistic Regression Modeling of Occupational Cohort Data.” American Journal of Industrial Medicine, 33 (1998), 33–47.3.0.CO;2-X>CrossRefGoogle ScholarPubMed
Cochran, W. G. “The χ 2 Test of Goodness of Fit.” Annals of Mathematical Statistics, 23 (1952), 315–345.CrossRefGoogle Scholar
Cochran, W. G. “Some Methods for Strengthening the Common χ 2 Tests.” Biometrics, 10 (1954), 417–451.CrossRefGoogle Scholar
Collier, C.; Forbush, S.; A Nuxoll, D.; and O’Keefe, J.. “The SCOR System of Off-Site Monitoring: Its Objectives, Functioning, and Performance.” FDIC Banking Review, 15 (2003), 17–32.Google Scholar
Collin-Dufresne, P.; Goldstein, R. S.; and Helwege, J.. “Is Credit Event Risk Priced? Modeling Contagion via the Updating of Beliefs.” Working Paper, Carnegie-Mellon University (2003).Google Scholar
Core, J., and Guay, W.. “Estimating the Value of Employee Stock Option Portfolios and Their Sensitivities to Price and Volatility.” Journal of Accounting Research, 40 (2002), 613–630.CrossRefGoogle Scholar
Cummins, J. D.; Lewis, C. M.; and Wei, R.. “The Market Value Impact of Operational Loss Events for U.S. Banks and Insurers.” Journal of Banking and Finance, 30 (2006), 2605–2634.CrossRefGoogle Scholar
Das, S. R.; Duffie, D.; Kapadia, N.; and Saita, L.. “Common Failings: How Corporate Defaults Are Correlated.” Journal of Finance, 62 (2007), 93–117.CrossRefGoogle Scholar
Dechow, P. M.; Sloan, R. G.; and Sweeney, A. P.. “Causes and Consequences of Earnings Manipulation: An Analysis of Firms Subject to Enforcement Actions by the SEC.” Contemporary Accounting Research, 13 (1996), 1–36.CrossRefGoogle Scholar
DeFond, M. L., and Jiambalvo, J.. “Debt Covenant Violation and Manipulation of Accruals.” Journal of Accounting and Economics, 17 (1994), 145–176.Google Scholar
de Fontnouvelle, P.; DeJesus-Rueff, V.; Jordan, J. S.; and Rosengren, E. S.. “Capital and Risk: New Evidence on Implications of Large Operational Losses.” Journal of Money, Credit, and Banking, 38 (2006), 1819–1846.CrossRefGoogle Scholar
de Fontnouvelle, P.; Rosengren, E. S.; and Jordan, J. S.. “Implications of Alternative Operational Risk Modeling Techniques.” In The Risk of Financial Institutions, Carey, M. and Stulz, R. M., eds. Chicago, IL: University of Chicago Press (2006), 475–512.Google Scholar
Dichev, I. D., and Skinner, D. J.. “Large-Sample Evidence on the Debt Covenant Hypothesis.” Journal of Accounting Research, 40 (2002), 1091–1123.CrossRefGoogle Scholar
Doyle, J.; Ge, W.; and McVay, S.. “Determinants of Weaknesses in Internal Control over Financial Reporting.” Journal of Accounting and Economics, 44 (2007a), 193–223.CrossRefGoogle Scholar
Doyle, J. T.; Ge, W.; and McVay, S.. “Accruals Quality and Internal Control over Financial Reporting.” Accounting Review, 82 (2007b), 1141–1170.CrossRefGoogle Scholar
Draper, N. R., and Smith, H.. Applied Regression Analysis. New York, NY: John Wiley & Sons (1981).Google Scholar
Duffie, D.; Eckner, A.; Horel, G.; and Saita, L.. “Frailty Correlated Default.” Journal of Finance, 64 (2009), 2089–2123.CrossRefGoogle Scholar
Duffie, D.; Saita, L.; and Wang, K.. “Multi-Period Corporate Default Prediction with Stochastic Covariates.” Journal of Financial Economics, 83 (2007), 635–665.CrossRefGoogle Scholar
Duffie, D., and Singleton, K. J.. “Modeling Term Structures of Defaultable Bonds.” Review of Financial Studies, 12 (1999), 687–720.CrossRefGoogle Scholar
Efendi, J.; Srivastava, A.; and Swanson, E. P.. “Why Do Corporate Managers Misstate Financial Statements? The Role of Option Compensation and Other Factors.” Journal of Financial Economics, 85 (2007), 667–708.CrossRefGoogle Scholar
Elbannan, M. A. “Quality of Internal Control over Financial Reporting, Corporate Governance, and Credit Ratings.” International Journal of Disclosure and Governance, 6 (2009), 127–149.CrossRefGoogle Scholar
Estrella, A.; Park, S.; and Peristiani, S.. “Capital Ratios as Predictors of Bank Failure.” Federal Reserve Bank of New York Economic Policy Review, 6 (2000), 33–52.Google Scholar
Fama, E. F., and French, K. R.. “The Cross-Section of Expected Stock Returns.” Journal of Finance, 47 (1992), 427–465.Google Scholar
Federal Deposit Insurance Corporation. “The Banking Crises of the 1980s and Early 1990s: Summary and Implications.” FDIC Banking Review, 11 (1998), 1–55.Google Scholar
Gompers, P.; Ishii, J. Y.; and Metrick, A.. “Corporate Governance and Equity Prices.” Quarterly Journal of Economics, 118 (2003), 107–155.CrossRefGoogle Scholar
Hammersley, J.; Myers, L.; and Zhou, J.. “The Failure to Remediate Previously-Disclosed Material Weaknesses in Internal Controls.” Working Paper, University of Georgia (2009).Google Scholar
Hocking, R. R. “The Analysis and Selection of Variables in Linear Regression.” Biometrics, 32 (1976), 1–49.CrossRefGoogle Scholar
Jarrow, R. A.; Bennett, R. L.; Fu, M. C.; Nuxoll, D. A.; and Zhang, H.. “A General Martingale Approach to Measuring and Valuing the Risk to the FDIC Deposit Insurance Funds.” Working Paper, FDIC (2003).Google Scholar
Jarrow, R. A., and Turnbull, S. M.. “Pricing Derivatives on Financial Securities Subject to Credit Risk.” Journal of Finance, 50 (1995), 53–85.Google Scholar
Jarrow, R. A., and Yu, F.. “Counterparty and the Pricing of Defaultable Securities.” Journal of Finance, 56 (2001), 1765–1799.CrossRefGoogle Scholar
Jin, L., and Myers, S. C.. “ R 2 Around the World: New Theory and New Tests.” Journal of Financial Economics, 79 (2006), 257–292.CrossRefGoogle Scholar
Lando, D. “On Cox Processes and Credit Risky Securities.” Review of Derivatives Research, 2 (1998), 99–120.CrossRefGoogle Scholar
Lando, D., and Nielsen, M. S.. “Correlation in Corporate Defaults: Contagion or Conditional Independence? ” Journal of Financial Intermediation, 19 (2010), 355–372.CrossRefGoogle Scholar
Merton, R. C. “On the Pricing of Corporate Debt: The Risk Structure of Interest Rates.” Journal of Finance, 29 (1974), 449–470.Google Scholar
Moody’s Investors Service. Moody’s RiskCalc™ Model for Privately-Held U.S. Banks. www.moodys.com (2002).Google Scholar
Moody’s Investors Service. Section 404 Reports on Internal Control. www.moodys.com (2004).Google Scholar
Office of the Comptroller of the Currency. An Examiner’s Guide to Problem Bank Identification, Rehabilitation, and Resolution. www.occ.treas.gov (2001).Google Scholar
Perry, J., and de Fontnouvelle, P.. “Measuring Reputational Risk: The Market Reaction to Operational Loss Announcements.” Working Paper, Federal Reserve Bank of Boston (2005).CrossRefGoogle Scholar
Petersen, M. A. “Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches.” Review of Financial Studies, 22 (2009), 435–480.CrossRefGoogle Scholar
Povel, P.; Singh, R.; and Winton, A.. “Booms, Busts, and Fraud.” Review of Financial Studies, 20 (2007), 1219–1254.CrossRefGoogle Scholar
Public Company Accounting Oversight Board. An Audit of Internal Control over Financial Reporting Performed in Conjunction with an Audit of Financial Statements. www.pcaobus.org (2004).Google Scholar
Richardson, S.; Tuna, I.; and Wu, M.. “Predicting Earnings Management: The Case of Earnings Restatements.” Working Paper, University of Pennsylvania (2002).CrossRefGoogle Scholar
Rosenberg, J. V., and Schuermann, T.. “A General Approach to Integrated Risk Management with Skewed, Fat-Tailed Risks.” Journal of Financial Economics, 79 (2006), 569–614.CrossRefGoogle Scholar
Sweeney, A. P. “Debt-Covenant Violations and Managers’ Accounting Responses.” Journal of Accounting and Economics, 17 (1994), 281–308.CrossRefGoogle Scholar
Vassalou, M., and Xing, Y.. “Default Risk in Equity Returns.” Journal of Finance, 59 (2004), 831–868.CrossRefGoogle Scholar