Measuring and categorizing technical efficiency and productivity change of commercial banks in Taiwan

被引:19
作者
Liu, Shiang-Tai [1 ]
机构
[1] Vanung Univ, Grad Sch Business & Management, Tao Yuan 320, Taiwan
关键词
Malmquist productivity index; Performance; Banking industry; DATA ENVELOPMENT ANALYSIS; NONPARAMETRIC APPROACH; PERFORMANCE; LIBERALIZATION;
D O I
10.1016/j.eswa.2009.09.013
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The banking industry plays a key role in the process of Taiwan's economic development, and the structure of the financial system in Taiwan has turned from a controlled system into a liberalized one. In this paper, we employ the Malmquist productivity index approach, which is calculated from efficiency scores based on DEA linear programming technique, to measure the technical efficiency and productivity change of the 25 commercial banks in Taiwan over the post Asian crisis period 1997-2001. We find that the technical efficiencies of 15 banks have been improving while 10 banks have been declining over the period. It is also found that the banking industry has a decrease in technical efficiency but owns upward shifts of technology since year 1998. Based on technical efficiency and the efficiency change of the banks. we classify the 25 banks in Taiwan into four categories to help realize the competitiveness and technical progress of the banks. Some of the commercial banks need to search for financial innovation activities and carry on production differentiation to be competitive in the market. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2783 / 2789
页数:7
相关论文
共 34 条
[1]   A nonparametric approach for assessing productivity dynamics of large US banks [J].
Alam, IMS .
JOURNAL OF MONEY CREDIT AND BANKING, 2001, 33 (01) :121-139
[2]   TECHNICAL, SCALE, AND ALLOCATIVE EFFICIENCIES IN UNITED-STATES BANKING - AN EMPIRICAL-INVESTIGATION [J].
ALY, HY ;
GRABOWSKI, R ;
PASURKA, C ;
RANGAN, N .
REVIEW OF ECONOMICS AND STATISTICS, 1990, 72 (02) :211-218
[3]  
[Anonymous], 1992, ECON REV
[4]   Financial liberalization and bank efficiency: a comparative analysis of India and Pakistan [J].
Ataullah, A ;
Cockerill, T ;
Le, H .
APPLIED ECONOMICS, 2004, 36 (17) :1915-1924
[5]  
*BANK LAW TAIW, 2008, LAW SOURC RETR SYST
[6]  
Barr R. S., 1993, Annals of Operations Research, V45, P1, DOI 10.1007/BF02282039
[7]  
Bauer P., 1998, J ECON BUS, V50, P85, DOI [10.1016/S0148-6195(97)00072-6, DOI 10.1016/S0148-6195(97)00072-6]
[8]   Problem loans and cost efficiency in commercial banks [J].
Berger, AN ;
DeYoung, R .
JOURNAL OF BANKING & FINANCE, 1997, 21 (06) :849-870
[9]   Efficiency of financial institutions: International survey and directions for future research [J].
Berger, AN ;
Humphrey, DB .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 98 (02) :175-212
[10]  
BERGER AN, 1992, STUD INCOME, V56, P245