Using fuzzy super-efficiency slack-based measure data envelopment analysis to evaluate Taiwan's commercial bank efficiency

Expert Systems with Applications

Volumn 38, Issue 8, 2011, Pages 9147-9156

  Hsiao, Bo ^a   Chern, Ching Chin ^a   Chiu, Yung Ho ^b   Chiu, Ching Ren ^c  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

^b SOOCHOW UNIVERSITY   (Taiwan)

^c NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

Banking performance evaluation; DEA; Fuzzy SBM; Fuzzy set; Fuzzy Super SBM

Indexed keywords

COMMERCIAL BANK; DEA; DECISION MAKING UNIT; FUZZY SBM; FUZZY SUPER SBM; INPUT AND OUTPUTS; OPERATIONAL PERFORMANCE; PERFORMANCE EVALUATION; PRODUCTION FUNCTION; SLACK-BASED MEASURES; SUPER-EFFICIENCY;

COMMERCE; DECISION MAKING; ECONOMICS; FUZZY SETS; RATING; UNCERTAINTY ANALYSIS;

DATA ENVELOPMENT ANALYSIS;

EID: 79953729042     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.01.075     Document Type: Article

References (41)

1. H.Y. Aly, R. Grabowski, C. Pasurka, and N. Rangan Technical, scale, and allocative efficiencies in US banking: an empirical investigation The Review of Economics and Statistics 30 1990 211 218
2. R.S. Barr, L.M. Seiford, and T.F. Siems Forecasting bank failure: a non-parametric frontier estimation approach Recherches Economigues de Louvain 60 1994 417 429
3. A.N. Berger, G.A. Hanweck, and D.B. Humphrey Competitive viability in banking: scale. scope and product mix economies Journal of Monetary Economics 20 1987 501 520
4. A.N. Berger, and D.B. Humphrey The dominance of inefficiencies over scale and product mix economics in banking Journal of Monetary Economics 28 1991 117 148
5. A. Bhattacharyya, C.A.K. Lovell, and P. Sahay The impact of liberalization on the productive efficiency of indian commercial banks European Journal of Operational Research 98 1997 332 345 (Pubitemid 127380072)
6. B. Casu, and P. Molyneux A comparative study of efficiency in European banking Applied Economics 35 2003 1865 1876 (Pubitemid 37554464)
7. A.S. Cebenoyan, E.S. Cooperman, and C.A. Register Firm efficiency and the regulatory closure of S&Ls: An empirical investigation Review of Economics and Statistics 75 1993 540 545
8. C.C. Chang The nonparametric risk-adjusted efficiency measurement: an application to Taiwan's major rural financial intermediaries American Journal Agricultural Economic 81 1999 902 913
9. C.B. Chen, and C.M. Klien A simple approach to ranking a group of aggregated fuzzy utilities IEEE Transactions on Systems, Man and Cybernetics Part B 27 1997 26 35
10. T.Y. Chen, and T.L. Yeh A measurement of bank efficiency, ownership and productivity change in Taiwan Service Industries Journal 20 2000 95 109
11. W.W. Cooper, K.S. Park, and G. Yu IDEA and AR-IDEA models for dealing with imprecise data in DEA Management Science 45 1999 597 607
12. D.K. Despotis, and Y.G. Smirlis Data envelopment analysis with imprecise data European Journal of Operational Research 140 2002 24 36 (Pubitemid 34249683)
13. R. DeYoung, and I. Hasan The performance of De Novo commercial banks: A profit efficiency approach Journal of Banking and Finance 22 1998 565 587 (Pubitemid 128338741)
14. E. Elyasiani, S. Mehdian, and R. Rezvanian An empirical test of association between production and financial performance: the case of the commercial banking industry Apply Finance Economic 14 1994 55 59
15. T. Entani, T. Maeda, and H. Tanaka Dual models of interval DEA and its extension to interval data European Journal of Operational Research 136 2002 32 45 (Pubitemid 33018802)
16. C.A. Favero, and L. Papi Technical efficiency and scale efficiency in the Italian banking sector Applied Economics 27 1995 385 395
17. G.D. Ferrier, and C.A.K. Lovell Measuring cost efficiency in banking: econometric and linear programming evidence Journal of Econometrics 46 1990 229 245
18. H. Fukuyama, R. Guerra, and W.L. Weber Efficiency and ownership: evidence from Japanese credit cooperatives Journal of Economics and Business 51 1999 473 487
19. R. Grabowski, N. Rangan, and R. Rezvanian Organizational firms in banking: an empirical investigation of cost efficiency Journal of Banking and Finance 17 1993 531 538
20. P. Guo, and H. Tanaka Fuzzy DEA: A perceptual evaluation method Fuzzy Sets and Systems 119 2001 149 160 (Pubitemid 32091796)
21. T.H. Huang, and W.H. Wang Comparison of economic efficiency estimation methods: Parametric and nonparametric techniques Journal Manchester School 70 2002 682 709
22. W.C. Hunter, and S.G. Timme Technical change, organizational form, and structure of bank productivity Journal of Money Credit and Banking 18 1986 152 166
23. G.R. Jahanshahloo, M. Soleimani-damaneh, and E. Nasrabadi Measure of efficiency in DEA with fuzzy input-output levels: A methodology for assessing, ranking and imposing of weights restrictions Applied Mathematics and Computation 156 2004 175 187
24. C. Kao, and S.T. Liu Fuzzy efficiency measures in data envelopment analysis Fuzzy Sets and Systems 113 2000 427 437
25. C. Kao, and S.T. Liu Data envelopment analysis with missing data: An application to University libraries in Taiwan The Journal of the Operational Research Society 51 2000 897 905
26. C. Kao, and S.T. Liu Predicting bank performance with financial forecasts: A case of Taiwan commercial banks Journal of Banking and Finance 28 2004 2353 2368 (Pubitemid 39216363)
27. K. Tone A slacks-based measure of efficiency in data envelopment analysis European Journal of Operational Research 130 2001 498 509 (Pubitemid 32875307)
28. K. Tone A slacks-based measure of super-efficiency in data envelopment analysis European Journal of Operational Research 143 2002 32 41
29. H.C. Kuo An interdisciplinary approach for modelling credit evaluation International Journal of Management 18 2001 11 17
30. S. Lertworasirikul, S.C. Fang, H.L.W. Nuttle, and J.A. Joines Fuzzy BCC model for data envelopment analysis Fuzzy Optimization and Decision Making 2 2003 337 358
31. Y. Li The Asian financial crisis and non-performing loans: Evidences from commercial banks in Taiwan International Journal of Management 20 2003 69 74 (Pubitemid 36405149)
32. P.H. McAllister, and D. McManus Resolving the scale efficiency puzzle in banking Journal of Banking and Finance 17 1993 389 405
33. A. Resti Evaluating the cost efficiency of the Italian banking system: What can be learned from the joint application of parametric and non-parametric techniques Journal of Banking and Finance 21 1997 221 250 (Pubitemid 127162200)
34. S.M. Saati, A. Memariani, and G.R. Jahanshahloo Efficiency analysis and ranking of DMUs with fuzzy data Fuzzy Optimization and Decision Making 3 2002 255 267
35. C. Schaffnit, D. Rosen, and J.C. Paradi Best practice analysis of bank branches: An application of DEA in a large Canadian bank European Journal of Operational Research 98 1997 269 289 (Pubitemid 127380068)
36. J.K. Sengupta A fuzzy systems approach in data envelopment analysis Computers and Mathematics with Applications 24 1992 259 266
37. L.A. Zadeh Fuzzy sets as a basis for a theory of possibility Information and Control 9 1965 338 353
38. L.A. Zadeh Fuzzy sets as a basis for a theory of possibility Fuzzy Sets and Systems 1 1978 3 28
39. O. Zaim The effect of financial liberalization on the efficiency of Turkish commercial banks Applied Financial Economics 5 1995 257 264
40. H.J. Zimmermann Description and optimization of fuzzy system International Journal of General System 2 1976 209 216
41. H.J. Zimmermann Fuzzy set theory and its applications 1996 Kluwer-Nijhoff Boston