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The efficiency of Japanese financial cooperatives: An application of parametric distance functions

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  • Yamori, Nobuyoshi
  • Harimaya, Kozo
  • Tomimura, Kei

Abstract

This study investigates the efficiency of Japanese credit cooperatives by using a stochastic frontier method based on distance functions. We use a single-step estimation procedure where the parameters of the stochastic frontier and the inefficiency model are estimated simultaneously. Moreover, we focus on the differences in four groups classified by the type of membership. The findings reveal that ethnic minority-owned cooperatives, which have experienced drastic consolidation over the past two decades and increased size, are more efficient than the other groups. The main results are robust to the use of an alternative estimation procedure. This study emphasizes the potential merger effects of small financial cooperatives, but the sustainability of small institutions is not strongly supported.

Suggested Citation

  • Yamori, Nobuyoshi & Harimaya, Kozo & Tomimura, Kei, 2017. "The efficiency of Japanese financial cooperatives: An application of parametric distance functions," Journal of Economics and Business, Elsevier, vol. 94(C), pages 43-53.
  • Handle: RePEc:eee:jebusi:v:94:y:2017:i:c:p:43-53
    DOI: 10.1016/j.jeconbus.2017.09.001
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    1. Humphrey, David B & Pulley, Lawrence B, 1997. "Banks' Responses to Deregulation: Profits, Technology, and Efficiency," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(1), pages 73-93, February.
    2. Worthington, Andrew C, 1999. "Measuring Technical Efficiency in Australian Credit Unions," Manchester School, University of Manchester, vol. 67(2), pages 231-248, March.
    3. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    4. Cuesta, Rafael A. & Orea, Luis, 2002. "Mergers and technical efficiency in Spanish savings banks: A stochastic distance function approach," Journal of Banking & Finance, Elsevier, vol. 26(12), pages 2231-2247.
    5. 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.
    6. 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.
    7. Lynn Mcalevey & Alexander Sibbald & David Tripe, 2010. "New Zealand Credit Union Mergers," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 81(3), pages 423-444, September.
    8. Hung-jen Wang & Peter Schmidt, 2002. "One-Step and Two-Step Estimation of the Effects of Exogenous Variables on Technical Efficiency Levels," Journal of Productivity Analysis, Springer, vol. 18(2), pages 129-144, September.
    9. Shawna Grosskopf & Kathy J. Hayes & Lori L. Taylor & William L. Weber, 1997. "Budget-Constrained Frontier Measures Of Fiscal Equality And Efficiency In Schooling," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 116-124, February.
    10. Cornes,Richard, 1992. "Duality and Modern Economics," Cambridge Books, Cambridge University Press, number 9780521336017.
    11. Worthington, Andrew C., 2004. "Determinants of merger and acquisition activity in Australian cooperative deposit-taking institutions," Journal of Business Research, Elsevier, vol. 57(1), pages 47-57, January.
    12. Paola Sapienza, 2002. "The Effects of Banking Mergers on Loan Contracts," Journal of Finance, American Finance Association, vol. 57(1), pages 329-367, February.
    13. Drake, Leigh & Hall, Maximilian J.B. & Simper, Richard, 2006. "The impact of macroeconomic and regulatory factors on bank efficiency: A non-parametric analysis of Hong Kong's banking system," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1443-1466, May.
    14. J. Colin Glass & Donal McKillop, 2006. "The impact of differing operating environments on US Credit Union Performance, 1993-2001," Applied Financial Economics, Taylor & Francis Journals, vol. 16(17), pages 1285-1300.
    15. Andrew C. Worthington, 2001. "Efficiency in pre-merger and post-merger non-bank financial institutions," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 22(8), pages 439-452.
    16. Elyasiani, Elyas & Mehdian, Seyed, 1992. "Productive efficiency performance of minority and nonminority-owned banks: A nonparametric approach," Journal of Banking & Finance, Elsevier, vol. 16(5), pages 933-948, September.
    17. 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).
    18. McDonald, John, 2009. "Using least squares and tobit in second stage DEA efficiency analyses," European Journal of Operational Research, Elsevier, vol. 197(2), pages 792-798, September.
    19. David Carter & James McNulty & James Verbrugge, 2004. "Do Small Banks have an Advantage in Lending? An Examination of Risk-Adjusted Yields on Business Loans at Large and Small Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 25(2), pages 233-252, April.
    20. W. Scott Frame & Gordon V. Karels & Christine McClatchey, 2002. "The Effect of the Common Bond and Membership Expansion on Credit Union Risk," The Financial Review, Eastern Finance Association, vol. 37(4), pages 613-636, November.
    21. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    22. Kumbhakar, Subal C & Ghosh, Soumendra & McGuckin, J Thomas, 1991. "A Generalized Production Frontier Approach for Estimating Determinants of Inefficiency in U.S. Dairy Farms," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(3), pages 279-286, July.
    23. 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.
    24. Brown, Rayna, 2006. "Mismanagement or mismeasurement? Pitfalls and protocols for DEA studies in the financial services sector," European Journal of Operational Research, Elsevier, vol. 174(2), pages 1100-1116, October.
    25. James A. Wilcox, 2006. "Performance divergence of large and small credit unions," FRBSF Economic Letter, Federal Reserve Bank of San Francisco, issue aug4.
    26. Fukuyama, Hirofumi & Guerra, Ramon & Weber, William L., 1999. "Efficiency and ownership: evidence from Japanese credit cooperatives," Journal of Economics and Business, Elsevier, vol. 51(6), pages 473-487.
    27. Marsh, Thomas L. & Featherstone, Allen M. & Garrett, Thomas A., 2003. "Input Inefficiency in Commercial Banks: A Normalized Quadratic Input Distance Approach," 2003 Regional Committee NCT-194, October 6-7, 2003; Kansas City, Missouri 132520, Regional Research Committee NC-1014: Agricultural and Rural Finance Markets in Transition.
    28. Strahan, Philip E. & Weston, James P., 1998. "Small business lending and the changing structure of the banking industry1," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 821-845, August.
    29. DeYoung, Robert & Hasan, Iftekhar, 1998. "The performance of de novo commercial banks: A profit efficiency approach," Journal of Banking & Finance, Elsevier, vol. 22(5), pages 565-587, May.
    30. Goddard, John & McKillop, Donal & Wilson, John O.S., 2008. "The diversification and financial performance of US credit unions," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1836-1849, September.
    31. 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.
    32. Avkiran, Necmi Kemal, 1999. "The evidence on efficiency gains: The role of mergers and the benefits to the public," Journal of Banking & Finance, Elsevier, vol. 23(7), pages 991-1013, July.
    33. H. Fried & C. Lovell & S. Schmidt & S. Yaisawarng, 2002. "Accounting for Environmental Effects and Statistical Noise in Data Envelopment Analysis," Journal of Productivity Analysis, Springer, vol. 17(1), pages 157-174, January.
    34. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    35. Koutsomanoli-Filippaki, Anastasia & Margaritis, Dimitris & Staikouras, Christos, 2009. "Efficiency and productivity growth in the banking industry of Central and Eastern Europe," Journal of Banking & Finance, Elsevier, vol. 33(3), pages 557-567, March.
    36. Coelli, Tim & Perelman, Sergio, 1999. "A comparison of parametric and non-parametric distance functions: With application to European railways," European Journal of Operational Research, Elsevier, vol. 117(2), pages 326-339, September.
    37. Leggett, Keith J. & Strand, Robert W., 2002. "Membership growth, multiple membership groups and agency control at credit unions," Review of Financial Economics, Elsevier, vol. 11(1), pages 37-46.
    38. Battese, George E. & Coelli, Tim J., 1988. "Prediction of firm-level technical efficiencies with a generalized frontier production function and panel data," Journal of Econometrics, Elsevier, vol. 38(3), pages 387-399, July.
    39. English, M. & Grosskopf, S. & Hayes, K. & Yaisawarng, S., 1993. "Output allocative and technical efficiency of banks," Journal of Banking & Finance, Elsevier, vol. 17(2-3), pages 349-366, April.
    40. 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.
    41. Esho, Neil, 2001. "The determinants of cost efficiency in cooperative financial institutions: Australian evidence," Journal of Banking & Finance, Elsevier, vol. 25(5), pages 941-964, May.
    42. 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.
    43. Garden, Kaylee A. & Ralston, Deborah E., 1999. "The x-efficiency and allocative efficiency effects of credit union mergers," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 9(3), pages 285-301, August.
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    2. 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.

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    More about this item

    Keywords

    Efficiency; Distance functions; Cooperative financial institution;
    All these keywords.

    JEL classification:

    • C67 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Input-Output Models
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

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