Estimating two-stage network Slacks-based inefficiency: An application to Bangladesh banking

Omega (United Kingdom)

Volumn 41, Issue 1, 2013, Pages 88-96

  Akther, Syed ^a   Fukuyama, Hirofumi ^a   Weber, William L ^b  

^a FUKUOKA UNIVERSITY   (Japan)

^b SOUTHEAST MISSOURI STATE UNIVERSITY   (United States)

Author keywords

Bangladesh; Banks; DEA; Network SBI; Nonperforming loans; Slacks based Inefficiency (SBI)

Indexed keywords

'CURRENT; BANGLADESH; BLACK BOXES; COMMERCIAL BANK; DEA; NETWORK SLACKS-BASED INEFFICIENCY; NONPERFORMING LOAN; PERFORMANCE; PRODUCTION STRUCTURES; SLACKS-BASED INEFFICIENCY;

EID: 84866048177     PISSN: 03050483     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.omega.2011.02.009     Document Type: Article

References (39)

1. Abdul-Majid Mariani, Saal David S., Battisti Giuliana Efficiency in Islamic and conventional banking: an international comparison. Journal of Productivity Analysis 2009, 34(1):25-43.
2. Adhikary, Bishnu Kumar. 2006. Nonperforming Loans in the Banking Sector of Bangladesh: Realities and Challenges, mimeo.
3. Avkiran Necmi K. Opening the black box of efficiency analysis: an illustration with UAE banks. Omega: The International Journal of Management Science 2009, 37:930-941.
4. Banker R.D., Charnes A., Cooper W.W. Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management Science 1984, 30:1078-1092.
5. Berger A.N., Humphrey D. Efficiency of financial institutions: international survey and directions for future research. European Journal of Operational Research 1997, 28(8):3-25.
6. Castelli L., Pesenti R., Ukovich W. A classification of DEA models when the internal structure of the decision making units is considered. Annals of Operations Research 2010, 173:207-235.
7. Chambers R.G., Chung Y., Färe R. Benefit and distance functions. Journal of Economics Theory 1996, 70:407-419.
8. Chambers R.G., Chung Y., Färe R. Profit, directional distance functions and Nerlovian efficiency. Journal of Optimization Theory and Applications 1998, 98(2):351-364.
9. Charnes A., Cooper W.W., Golany B., Seiford L., Stutz J. Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions. Journal of Econometrics 1985, 30:91-107.
10. Charnes A., Cooper W.W., Rhodes E. Measuring the efficiency of decision making units. European Journal of Operational Research 1978, 2:429-444.
11. Chen Y., Cook W.D., Zhu J. Deriving the DEA Frontier for two-stage processes. European Journal of Operational Research 2010, 202:138-142.
12. Chowdhury Tanbir, Ahmed, Ahmed Kashfia Performance evaluation of selected private commercial banks in Bangladesh. International Journal of Business and Management 2009, 4(4):86-97.
13. Cook W.D., Liang L., Zhu J. Measuring performance of two-stage network structures by DEA: A review and future perspective. Omega: The International Journal of Management Science 2010, 38:423-430.
14. Cooper W.W., Park K.S., Pastor J.T. RAM: a range adjusted measure of inefficiency for use with additive models and relations to other models and measures in DEA. Journal of Productivity Analysis 1999, 11:5-42.
15. Färe R., Grosskopf S. Productivity and intermediate products: a frontier approach. Economics Letters 1996, 50:65-70.
16. Färe R., Grosskopf S. Network DEA. Socio-Economic Planning Sciences 2000, 34:35-49.
17. Färe R., Lovell C.A.K. Measuring the technical efficiency of production. Journal of Economic Theory 1978, 19:150-162.
18. Fukuyama H., Weber W.L. A slacks-based inefficiency measure for a two-stage system with bad outputs. Omega: The International Journal of Management Science 2010, 38(5):239-410.
19. Gurley John G., Shaw E.S. Financial aspects of economic development. American Economic Review 1955, 45(4):515-538.
20. Jahangir Nadim, Shill Shubhankar, Amlan Jahid Haque Md. Examination of profitability in the context of Bangladesh banking industry. ABAC Journal 2007, 27(2):36-46.
21. Kao C., Hwang S.N. Efficiency decomposition in two-stage data envelopment analysis: an application to non-life insurance companies in Taiwan. European Journal of Operational Research 2008, 185(1):418-429.
22. Khanam Mst.Dilruba, Khandoker Md.Sogir Hossain X-efficiency analysis of problem banks of Bangladesh. Pakistan Journal of Social Sciences 2005, 3(3):521-525.
23. Lewis H.F., Sexton T.R. Network DEA: efficiency analysis of organizations with complex internal structure. Computers & Operations Research 2004, 31:1365-1410.
24. Luenberger D.G. Benefit functions and duality. Journal of Mathematical Economics 1992, 21:461-481.
25. Luenberger D.G. Microeconomic Theory 1995, McGraw Hill, New York.
26. Paradi J.C., Rouatt S., Zhu H. Two-stage evaluation of bank branch efficiency using data envelopment analysis. Omega: The International Journal of Management Science 2011, 39:99-109.
27. Pastor J.T., Ruiz J.L., Sirvent I. An enhanced Russell graph efficiency measure. European Journal of Operational Research 1999, 115:596-607.
28. Sarker Md., Abdul Awwal Islamic banking in Bangladesh: performance, problems and prospects. International Journal of Islamic Financial Services 1999, 1(3). http://www.iiibf.org/journals/journal3/art2.pdf.
29. Saunders Anthony, Cornett Marcia Millon Financial Institutions Management: A Risk Management Approach. New York 2008, McGraw-Hill, Irwin. Sixth edition.
30. Seiford L.M., Zhu J. Profitability and marketability of the top 55 US commercial banks. Management Science 1999, 45(9):1270-1288.
31. Sexton T.R., Lewis H.F. Two-stage DEA: an application to major league baseball. Journal of Productivity Analysis 2003, 19:227-249.
32. Shephard R.W., Färe R. The law of diminishing returns. Zeitschrift für Nationalökonomie 1974, 34:69-90.
33. Stiglitz Joseph Markets, market failures and development, American economic review. Papers and Proceedings 1989, 79(2):197-203.
34. Suzuki, Yasushi and Bishnu Kumar Adhikary. 2009. A Bank Rent Approach to Understanding the Development of the Banking System in Bangladesh, Ritsumeikan Center for Asia Pacific Studies, RCAPS working paper no. 09-1.
35. Tone K. A slacks based measure of efficiency in data envelopment analysis. European Journal of Operational Research 2001, 130:498-509.
36. Tone K., Tsutsui M. Network DEA: a slacks-based measure approach. European Journal of Operational Research 2009, 197:243-252.
37. Tone K., Tsutsui M. Dynamic DEA: a slacks-based measure approach. Omega: The International Journal of Management Science 2010, 38:145-156.
38. Yu Ming-Miin Assessment of airport performance using the SBM-NDEA model. Omega: The International Journal of Management Science 2010, 38:440-452.
39. Yudistira, Donsyah. 2003. Efficiency In Islamic Banking: an Empirical Analysis of 18 Banks mimeo.