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Detecting abnormal credit union performance

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  • Bauer, Keldon

Abstract

Credit unions are an important financial intermediary, but little credit union research is done. A primary reason for the lack of research is the cooperative nature of the industry, making traditional methods of detecting abnormal performance inappropriate. This paper proposes two methods of detecting abnormal performance, one parametric, the other non-parametric. Instead of testing the efficiency of the institution, this paper proposes testing the return vector, as indicated in the theoretical objective function of the member. Simulations demonstrate that both methods are correctly specified and powerful.

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  • Bauer, Keldon, 2008. "Detecting abnormal credit union performance," Journal of Banking & Finance, Elsevier, vol. 32(4), pages 573-586, April.
    • Handle: RePEc:eee:jbfina:v:32:y:2008:i:4:p:573-586
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    1. Wolken, John D & Navratil, Frank J, 1980. "Economies of Scale in Credit Unions: Further Evidence," Journal of Finance, American Finance Association, vol. 35(3), pages 769-777, June.
    2. Donal G. McKillop, 2005. "Financial Cooperatives: Structure, Conduct and Performance," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 76(3), pages 301-305, September.
    3. Ralston, Deborah & Wright, April & Garden, Kaylee, 2001. "Can mergers ensure the survival of credit unions in the third millennium?," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2277-2304, December.
    4. William R. Emmons & Frank A. Schmid, 2000. "Banks vs. credit unions; dynamic competition in local markets," Working Papers 2000-006, Federal Reserve Bank of St. Louis.
    5. Taylor, Ryland A., 1972. "The Demand for Credit Union Shares: A Cross-Sectional Analysis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 7(3), pages 1749-1756, June.
    6. Smith, Donald J, 1984. "A Theoretic Framework for the Analysis of Credit Union Decision Making," Journal of Finance, American Finance Association, vol. 39(4), pages 1155-1168, September.
    7. Robert Tokle & Joanne Tokle, 2000. "The Influence of Credit Union and Savings and Loan Competition on Bank Deposit Rates in Idaho and Montana," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 17(4), pages 427-439, December.
    8. Fried, H. O. & Knox Lovell, C. A., 1994. "Enhancing the performance of credit unions: the evolution of a methodology," LIDAM Reprints CORE 1155, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    9. Kevin Davis, 1997. "Can Credit Unions Survive in Australia?," Agenda - A Journal of Policy Analysis and Reform, Australian National University, College of Business and Economics, School of Economics, vol. 4(3), pages 317-327.
    10. James A. Wilcox, 2006. "Performance divergence of large and small credit unions," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, issue aug4.
    11. James A. Wilcox, 2005. "Economies of scale and continuing consolidation of credit unions," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, issue nov4.
    12. Kim, H Youn, 1986. "Economies of Scale and Economies of Scope in Multiproduct Financial Institutions: Further Evidence from Credit Unions: A Note," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 18(2), pages 220-226, May.
    13. Fried, Harold O. & Knox Lovell, C. A. & Eeckaut, Philippe Vanden, 1993. "Evaluating the performance of US credit unions," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 251-265, April.
    14. Smith, Donald J & Cargill, Thomas F & Meyer, Robert A, 1981. "An Economic Theory of a Credit Union," Journal of Finance, American Finance Association, vol. 36(2), pages 519-528, May.
    15. Feinberg, Robert M. & Rahman, A. F. M. Ataur, 2001. "A causality test of the relationship between bank and credit union lending rates in local markets," Economics Letters, Elsevier, vol. 71(2), pages 271-275, May.
    16. John Goddard & John O. S. Wilson, 2005. "US Credit Unions: An Empirical Investigation of Size, Age and Growth," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 76(3), pages 375-406, September.
    17. Fried, Harold O. & Lovell, C. A. Knox & Yaisawarng, Suthathip, 1999. "The impact of mergers on credit union service provision," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 367-386, February.
    18. Robert M. Feinberg, 2001. "The Competitive Role Of Credit Unions In Small Local Financial Services Markets," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 560-563, August.
    19. Barber, Brad M. & Lyon, John D., 1996. "Detecting abnormal operating performance: The empirical power and specification of test statistics," Journal of Financial Economics, Elsevier, vol. 41(3), pages 359-399, July.
    20. W Scott Frame & Gordon V Karels & Christine A McClatchey, 2003. "Do credit unions use their tax advantage to benefit members? Evidence from a cost function," Review of Financial Economics, John Wiley & Sons, vol. 12(1), pages 35-47.
    21. Kevin Davis, 2001. "Credit Union Governance and Survival of the Cooperative Form," Journal of Financial Services Research, Springer;Western Finance Association, vol. 19(2), pages 197-210, April.
    22. Goddard, John A. & McKillop, Donal G. & Wilson, John O. S., 2002. "The growth of US credit unions," Journal of Banking & Finance, Elsevier, vol. 26(12), pages 2327-2356.
    23. Robert Feinberg, 2002. "Credit Unions: Fringe Suppliers or Cournot Competitors?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 20(2), pages 105-113, March.
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    Cited by:

    1. Bauer, Keldon J. & Miles, Linda L. & Nishikawa, Takeshi, 2009. "The effect of mergers on credit union performance," Journal of Banking & Finance, Elsevier, vol. 33(12), pages 2267-2274, December.
    2. Gomez-Biscarri, Javier & López-Espinosa, Germán & Mesa-Toro, Andrés, 2021. "The risk implications of the business loan activity in credit unions," Journal of Financial Stability, Elsevier, vol. 56(C).
    3. Abdelaati Daouia & Léopold Simar & Paul W. Wilson, 2017. "Measuring firm performance using nonparametric quantile-type distances," Econometric Reviews, Taylor & Francis Journals, vol. 36(1-3), pages 156-181, March.
    4. R. Raymond Sant & Stephen B. Carter, 2015. "Acquired Credit Unions: Drivers of Takeover," International Journal of Business and Social Research, MIR Center for Socio-Economic Research, vol. 5(8), pages 18-33, August.
    5. Malikov, Emir & Kumbhakar, Subal C. & Sun, Yiguo, 2016. "Varying coefficient panel data model in the presence of endogenous selectivity and fixed effects," Journal of Econometrics, Elsevier, vol. 190(2), pages 233-251.
    6. Brown, Christine & Davis, Kevin, 2009. "Capital management in mutual financial institutions," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 443-455, March.
    7. David C. Wheelock & Paul W. Wilson, 2011. "Are Credit Unions Too Small?," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1343-1359, November.
    8. Donal G. MCKILLOP & Barry QUINN, 2015. "Web Adoption By Irish Credit Unions: Performance Implications," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 86(3), pages 421-443, September.
    9. Geoffrey Rubin & George Overstreet & Peter Beling & Kanshukan Rajaratnam, 2013. "A dynamic theory of the credit union," Annals of Operations Research, Springer, vol. 205(1), pages 29-53, May.
    10. Kazumine Kondo, 2017. "Do credit associations compete with each other in Japanese regional lending markets?," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 41(1), pages 195-210, January.
    11. Emir Malikov & Diego A. Restrepo-Tobón & Subal C. Kumbhakar, 2018. "Heterogeneous credit union production technologies with endogenous switching and correlated effects," Econometric Reviews, Taylor & Francis Journals, vol. 37(10), pages 1095-1119, November.
    12. Javier Gómez‐Biscarri & Germán López‐Espinosa & Andrés Mesa‐Toro, 2022. "Drivers of depositor discipline in credit unions," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(4), pages 849-885, December.
    13. Gregory McKee & Albert Kagan, 2016. "Determinants of recent structural change for small asset U.S. credit unions," Review of Quantitative Finance and Accounting, Springer, vol. 47(3), pages 775-795, October.
    14. Saulo Cardoso Maia & Gideon Carvalho Benedicto & José Willer Prado & David Alastair Robb & Oscar Neto Almeida Bispo & Mozar José Brito, 2019. "Mapping the literature on credit unions: a bibliometric investigation grounded in Scopus and Web of Science," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(3), pages 929-960, September.
    15. Hessou, Helyoth & Lai, Van Son, 2017. "Basel III capital buffer requirements and credit union prudential regulation: Canadian evidence," Journal of Financial Stability, Elsevier, vol. 30(C), pages 92-110.
    16. McKillop, Donal G. & Quinn, Barry, 2017. "Irish credit unions: Differential regulation based on business model complexity," The British Accounting Review, Elsevier, vol. 49(2), pages 230-241.
    17. Kondo, Kazumine, 2014. "Do Credit Associations Compete with Each Other in Japanese Regional Lending Markets?," MPRA Paper 56669, University Library of Munich, Germany.
    18. Wheelock, David C. & Wilson, Paul W., 2013. "The evolution of cost-productivity and efficiency among US credit unions," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 75-88.
    19. David C. Wheelock & Paul W. Wilson, 2009. "Robust, dynamic nonparametric benchmarking: the evolution of cost-productivity and efficiency among U.S. credit unions," Working Papers 2009-008, Federal Reserve Bank of St. Louis.
    20. David L. Stowe & John D. Stowe, 2018. "Credit union business models," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 27(5), pages 169-186, December.
    21. Jalal El Fadil & Helyoth Hessou, 2024. "Performance and Assets and Liabilities Management in the U.S. Credit Union," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 14(1), pages 1-6.
    22. Nguyen, Linh H. & Wilson, John O.S. & Le, Tuan Q. & Luu, Hiep N. & Nguyen, Tram-Anh & Vo, Vinh X., 2022. "Deposit insurance and credit union lending," Journal of Financial Stability, Elsevier, vol. 60(C).
    23. Shane A. Van Dalsem, 2017. "Uninsured deposits and excess share insurance at US credit unions: the impact on risk and returns to members," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 41(4), pages 714-738, October.
    24. R. Raymond Sant & Stephen B. Carter, 2015. "Acquired Credit Unions: Drivers of Takeover," International Journal of Business and Social Research, LAR Center Press, vol. 5(8), pages 18-33, August.

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