Using DEA to investigate bank safety and soundness – which approach works best?
Purpose - The purpose of this paper is to investigate use of efficiency analysis as a technique for investigating bank safely and soundness. Design/methodology/approach - Three different data envelopment analysis (DEA) models were applied to set of data for the major New Zealand banks over a ten-quarter period – a CCR model, a profit efficiency model and a non-oriented slacks-based approach. Findings - Most useful results are obtained using the slacks-based approach. Research limitations/implications - The period covered by the study was from late 2005 until early 2008, prior to the global financial crisis having major impacts on the New Zealand banking sector. Practical implications - The study is of particular value in the New Zealand context where there has historically not been any bank deposit insurance, obliging depositors to make their own assessments of bank safety and soundness. Originality/value - The paper makes a contribution to very small literature which uses efficiency analysis to explore bank safety and soundness. It also makes use of the slacks-based DEA approach, which has not yet been widely used in the banking literature.
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Volume (Year): 2 (2010)
Issue (Month): 3 (August)
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References listed on IDEAS
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- Berger, Allen N. & Humphrey, David B., 1997.
"Efficiency of financial institutions: International survey and directions for future research,"
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- Allen N. Berger & David B. Humphrey, 1997. "Efficiency of Financial Institutions: International Survey and Directions for Future Research," Center for Financial Institutions Working Papers 97-05, Wharton School Center for Financial Institutions, University of Pennsylvania.
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- TULKENS, Henry & VANDEN EECKAUT, Philippe, 1993. "Non-Parametric Efficiency, Progress and Regress Measures for Panel Data : Methodological Aspects," CORE Discussion Papers 1993016, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- E. Grifell-Tatjé & C. A. K. Lovell, 1999. "Profits and Productivity," Management Science, INFORMS, vol. 45(9), pages 1177-1193, September.
- C. A. Knox Lovell & E. Grifell-Tatjé, 1996. "Profits and Productivity," Center for Financial Institutions Working Papers 97-18, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Dyson, R. G. & Allen, R. & Camanho, A. S. & Podinovski, V. V. & Sarrico, C. S. & Shale, E. A., 2001. "Pitfalls and protocols in DEA," European Journal of Operational Research, Elsevier, vol. 132(2), pages 245-259, July.
- Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November. Full references (including those not matched with items on IDEAS)
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