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Bank modelling methodologies: A comparative non-parametric analysis of efficiency in the Japanese banking sector

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  • Drake, Leigh
  • Hall, Maximilian J.B.
  • Simper, Richard

Abstract

This study examines the efficiency of the Japanese banking system utilising the slacks-based measure. In addition, we also extend the comparative bank modelling methodology literature by utilising both the intermediation and production approaches, together with the profit/revenue-based approach, proposed in [Berger, A.N., Mester, L.J., 2003. Explaining the dramatic changes in performance of US banks: technological change, deregulation, and dynamic changes in competition. J. Financial Intermed. 12, 57-95]. We find that, across the three methodologies, there are marked differences in: mean efficiency scores; the dispersion of efficiency scores; and the ranking of banks and bank sectors. Hence, the results demonstrate a very high degree of modelling dependence, which has importance in the context of policy responses.

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Bibliographic Info

Article provided by Elsevier in its journal Journal of International Financial Markets, Institutions and Money.

Volume (Year): 19 (2009)
Issue (Month): 1 (February)
Pages: 1-15

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Handle: RePEc:eee:intfin:v:19:y:2009:i:1:p:1-15

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Web page: http://www.elsevier.com/locate/intfin

Related research

Keywords: Efficiency Japanese banking;

References

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  1. Allen N. Berger & Loretta J. Mester, 1997. "Inside the black box: what explains differences in the efficiencies of financial institutions?," Finance and Economics Discussion Series 1997-10, Board of Governors of the Federal Reserve System (U.S.).
  2. Benston, George J & Smith, Clifford W, Jr, 1976. "A Transactions Cost Approach to the Theory of Financial Intermediation," Journal of Finance, American Finance Association, vol. 31(2), pages 215-31, May.
  3. McKillop, Donal G. & Glass, J. Colin & Morikawa, Yukio, 1996. "The composite cost function and efficiency in giant Japanese banks," Journal of Banking & Finance, Elsevier, vol. 20(10), pages 1651-1671, December.
  4. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
  5. Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April.
  6. Maximilian Hall, 2000. "What is the Truth About the Scale of Japanese Banks' Bad Debts? Is the Situation Manageable?," Journal of Financial Services Research, Springer, vol. 17(1), pages 69-91, February.
  7. 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.
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  11. Drake, Leigh & Hall, Maximilian J. B., 2003. "Efficiency in Japanese banking: An empirical analysis," Journal of Banking & Finance, Elsevier, vol. 27(5), pages 891-917, May.
  12. Maximilian J.B Hall, 2002. "Banking Regulation and Supervision in Japan," FMG Special Papers sp139, Financial Markets Group.
  13. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
  14. Allen N. Berger & David B. Humphrey, 1990. "The dominance of inefficiencies over scale and product mix economies in banking," Finance and Economics Discussion Series 107, Board of Governors of the Federal Reserve System (U.S.).
  15. Morita, Hiroshi & Hirokawa, Koichiro & Zhu, Joe, 2005. "A slack-based measure of efficiency in context-dependent data envelopment analysis," Omega, Elsevier, vol. 33(4), pages 357-362, August.
  16. Tachibanaki, Toshiaki & Mitsui, Kiyoshi & Kitagawa, Hiroshi, 1991. "Economies of scope and shareholding of banks in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 5(3), pages 261-281, September.
  17. Akhigbe, Aigbe & McNulty, James E., 2003. "The profit efficiency of small US commercial banks," Journal of Banking & Finance, Elsevier, vol. 27(2), pages 307-325, February.
  18. Chen, Andrew & Hwang, Yuhchang & Shao, Benjamin, 2005. "Measurement and sources of overall and input inefficiencies: Evidences and implications in hospital services," European Journal of Operational Research, Elsevier, vol. 161(2), pages 447-468, March.
  19. Altunbas, Yener & Liu, Ming-Hau & Molyneux, Philip & Seth, Rama, 2000. "Efficiency and risk in Japanese banking," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1605-1628, October.
  20. 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 1251-66, September.
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Citations

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Cited by:
  1. Muliaman D. Hadad & Maximilian J. B. Hall & Wimboh Santoso & Ricky Satria & Karligash Kenjegalieva & Richard Simper, 2008. "Efficiency in Indonesian Banking: Recent Evidence," Discussion Paper Series 2008_13, Department of Economics, Loughborough University, revised Nov 2008.
  2. Maximilian J. B. Hall & Karligash Kenjegalieva & Richard Simper, 2010. "Accounting for environmental factors, bias and negative numbers in efficiency estimation: A bootstrapping application to the Hong Kong banking sector," Discussion Paper Series 2010_03, Department of Economics, Loughborough University, revised Feb 2010.
  3. Nazin, Vladimir, 2010. "Nonparametric estimates of technical efficiency of Russian banks and crisis impact," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 20(4), pages 28-52.
  4. Muliaman D. Hadad & Maximilian J. B. Hall & Wimboh Santoso & Ricky Satria & Karligash Kenjegalieva & Richard Simper, 2008. "Banking Efficiency and Stock Market Performance: An Analysis of Listed Indonesian Banks," Discussion Paper Series 2008_07, Department of Economics, Loughborough University, revised Aug 2008.
  5. Haider Alzubaidi & Spiros Bougheas, . "The Impact of the Global Financial Crisis on European Banking Efficiency," Discussion Papers 12/05, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).
  6. Mohsen Afsharian & Anna Kryvko & Peter Reichling, 2011. "Efficiency and Its Impact on the Performance of European Commercial Banks," FEMM Working Papers 110018, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
  7. Barros, Carlos Pestana & Managi, Shunsuke & Matousek, Roman, 2009. "Productivity growth and biased technological change: Credit banks in Japan," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(5), pages 924-936, December.
  8. Barros, Carlos Pestana & Managi, Shunsuke & Matousek, Roman, 2012. "The technical efficiency of the Japanese banks: Non-radial directional performance measurement with undesirable output," Omega, Elsevier, vol. 40(1), pages 1-8, January.
  9. González Bravo, M. Isabel & Mariaca Daza, René, 2010. "Fracaso de bancos comerciales. Un estudio de eficiencia y productividad," Revista Latinoamericana de Desarrollo Economico, Instituto de Investigaciones Socio-Económicas (IISEC), Universidad Católica Boliviana, issue 13, pages 137-162.
  10. Yi-Chung Hsu, 2014. "Efficiency in government health spending: a super slacks-based model," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(1), pages 111-126, January.
  11. Uchida, Hirofumi & Satake, Mitsuhiko, 2009. "Market discipline and bank efficiency," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 19(5), pages 792-802, December.
  12. Hadad, Muliaman D. & Hall, Maximilian J.B. & Santoso, Wimboh & Simper, Richard, 2013. "Economies of scale and a process for identifying hypothetical merger potential in Indonesian commercial banks," Journal of Asian Economics, Elsevier, vol. 26(C), pages 42-51.
  13. Maximilian J. B. Hall & Karligash A. Kenjegalieva & Richard Simper, 2008. "Environmental Factors Affecting Hong Kong Banking: A Post-Asian Financial Crisis Efficiency Analysis," Working Papers 122008, Hong Kong Institute for Monetary Research.
  14. Головань С.В. & Назин В.В. & Пересецкий А.А., 2010. "Непараметрические Оценки Эффективности Российских Банков," Журнал Экономика и математические методы (ЭММ), Центральный Экономико-Математический Институт (ЦЭМИ), vol. 46(3), июль.
  15. Muliaman D. Hadad & Maximilian J. B. Hall & Wimboh Santoso & Karligash Kenjegalieva & Richard Simper, 2009. "A New Approach to Dealing With Negative Numbers in Efficiency Analysis: An Application to the Indonesian Banking Sector," Discussion Paper Series 2009_20, Department of Economics, Loughborough University, revised Dec 2009.
  16. Barros, Carlos Pestana & Wanke, Peter, 2014. "Banking efficiency in Brazil," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 28(C), pages 54-65.

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