Thanh, Ngo and Linh Thi Phuong, Nguyen (2012): Total Factor Productivity of Thai Banks in 2007-2010: An Application of DEA and Malmquist Index. Published in: Journal of Applied Finance & Banking , Vol. 2, No. 5 (November 2012): pp. 27-42.
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Abstract
This research employs the Data Envelopment Analysis (DEA) and Malmquist index approaches to evaluate the efficiency and Total Factor Productivity (TFP) changes of Thai banking system in the period of 2007-2010 using panel data of 27 major banks in Thailand. This paper shows that the global crisis had a late effect on Thai banks as the TFP only dropped in 2010. While the local banks maintained their stable, foreign banks were more fluctuating – some improved their TFPs, some did not and become worst performers in the system. The reason behind it may relate to the fact that Thai banking system is currently running at decreasing returns to scale situation, which proposes that Thai banks are wasting resources in over-expansion. Hence, continuing to develop and restructuring the banking system is an emergence task for Thailand in the near future.
Item Type: | MPRA Paper |
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Original Title: | Total Factor Productivity of Thai Banks in 2007-2010: An Application of DEA and Malmquist Index |
English Title: | Total Factor Productivity of Thai Banks in 2007-2010: An Application of DEA and Malmquist Index |
Language: | English |
Keywords: | Thai banking system, efficiency, data envelopment analysis, Malmquist index, Global financial crisis |
Subjects: | E - Macroeconomics and Monetary Economics > E5 - Monetary Policy, Central Banking, and the Supply of Money and Credit > E50 - General G - Financial Economics > G2 - Financial Institutions and Services > G21 - Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages G - Financial Economics > G2 - Financial Institutions and Services > G28 - Government Policy and Regulation |
Item ID: | 56391 |
Depositing User: | Dang-Thanh Ngo |
Date Deposited: | 09 Jun 2014 05:31 |
Last Modified: | 17 Oct 2019 17:13 |
References: | ADB. (2011). Key Indicators for Asia and the Pacific 2011. from Asian Development Bank (http://beta.adb.org/key-indicators/2011/main) Avkiran, N. K. (2010). Association of DEA super-efficiency estimates with financial ratios: Investigating the case for Chinese banks. Omega, 39, 323-334. doi: 10.1016/j.omega.2010.08.001 Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis. Management Science, 30(9), 1078-1092. Berg, S. A., Førsund, F. R., & Jansen, E. S. (1992). Malmquist indicies of productivity growth during the deregulation of Norwegian banking, 1980-89. The Scandinavian Journal of Economics, 94(Supplement), S211-S228. Berger, A. N., Hunter, W. C., & Timme, S. G. (1993). The efficiency of financial institution: A review and preview of research past, present, and future. Journal of Banking and Finance, 17, 221-249. Berger, A. N., & Mester, L. J. (1997). Inside the black box: What explains differences in the efficiencies of financial institutions? Journal of Banking and Finance, 21, 895-947. Bhattacharyya, A., Lovell, C. A. K., & Sahay, P. (1997). The impact of liberalization on the productive efficiency of Indian commercial banks. European Journal of Operational Research, 98, 332-345. BOT. (2008). Financial Institution Business Act BE. 2551. Bank of Thailand. BOT. (2010). The international banking crisis: impact on Thailand's financial system and policy responses. In BIS (Ed.), The global crisis and financial intermediation in emerging market economies (pp. 377-385): Bank for International Settlements. Caves, D. W., Christensen, L. R., & Diewert, W. E. (1982). The economic theory of index numbers and the measurement of input, output and productivity. Econometrica, 50, 1393-1414. Chansarn, S. (2008). The relative efficiency of commercial banks in Thailand: DEA approach. International Research Journal of Finance and Economics(18), 53-68. Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring The Efficiency Of Decision Making Units. European Journal of Operational Research, 2, 15. Chunhachinda, P., & Li, L. (2010). Efficiency of Thai Commercial Banks: Pre- vs. Post-1997 Financial Crisis. Review of Pacific Basin Financial Markets and Policies, 13(03), 417. doi: 10.1142/s0219091510002013 Coelli, T. J. (1996). A Guide To DEAP Version 2.1: A Data Envelopment Analysis (Computer) Program. CEPA Working Paper No. 8/96. Department of Econometrics. University of New England. Collignon, S., Pisani-Ferry, J., & Park, Y. C. (1999). Exchange Rate Policies in Emerging Asian Country. New York, USA: Routledge. EMD. (2010). Thailand banking industry (Vol. 2H 2010). Fare, R., Grosskopf, S., Lindgren, B., & Roos, P. (1992 ). Productivity changes in Swedish pharamacies 1980-1989: A non-parametric Malmquist approach. Journal of Productivity Analysis 3, 85-101. Färe, R., Grosskopf, S., & Lovell, C. (1994). Production Frontiers. New York: Cambridge University Press. Farrell, M. J. (1957). The Measurement Of Productive Efficiency. Journal of the Royal Statistical Society, 120(3), 253-281. Kunvipusilkul, D. (2009). Credit information in Thailand. IFC Bulletin(31), 49-57. Lai, Q. B. (2000). Currency Crisis in Thailand: The Leading Indicators. The Park Place Economist, 8, 66-71. Leightner, J. E., & Lovell, K. A. (1998). Impact of financial liberalization on performance of Thai banks. Journal of Economics and Business, 50, 115-131. Paradi, J. C., Rouatt, S., & Zhu, H. (2011). Two-stage evluation of bank branch efficiency using data envelopment analysis. Omega, 39, 99-109. Phochathan, S., Krasachat, W., Pompech, K. N., & Sanguanwongwan, W. (2009). Efficiency Measurement and Productivity Change in the Thai Banking Industry Before and After the Economic Crisis (1993-2006). Paper presented at the Singapore Economic Review Conference 2009, Singapore. Shephard, R. W. (1970). Theory of cost and production functions. Princeton, NJ: Princeton University Press. Siems, T. F., & Barr, R. S. (1998). Benchmarking the productive efficiency of U.S. banks. Financial Industry Studies(December 1998), 11-24. Sufian, F., & Habibullah, M. S. (2010). Developments in the efficiency of the Thailand banking sector: a DEA approach. International Journal of Development Issues, 9(3), 226-245. doi: 10.1108/14468951011073316 Tortosa-Ausina, E., Grifell-Tatje, E., & C. Armero, D. C. (2008). Sensitivity analysis of efficiency and Malmquist productivity indices: An application to Spanish savings banks. European Journal of Operational Research 184, 1062-1084. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/56391 |