An Application of the Dynamic Network DEA Model: The Case of Banks in Taiwan

被引：32
|
作者：
Chao, Chuang-Min [1 ]
Yu, Ming-Miin [2 ]
Wu, Hsiao-Ning [1 ]
机构：
[1] Natl Taipei Univ Technol, Dept Business Management, Taipei 106, Taiwan
[2] Natl Taiwan Ocean Univ, Dept Transportat Sci, Keelung 20224, Taiwan
来源：
EMERGING MARKETS FINANCE AND TRADE | 2015年 / 51卷
关键词：
carryover; data envelopment analysis; dynamic network; efficiency; intellectual capital; DATA ENVELOPMENT ANALYSIS; EFFICIENCY; IMPACT; INVESTMENT; FIRM;
D O I：
10.1080/1540496X.2014.998887
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
In this study, we apply the dynamic network slack-based measure data envelopment analysis model (DNSBM) to measure the efficiency of Taiwanese banks during the period 2005-11. Using the network structure, we define intellectual capital creation capability as one of the production stages. In order to capture the dynamics of the transformation process, the nonperforming loans and loan loss reserves are defined as carryover items. This study offers sufficient information for managers to understand not only the overall performance of their banks but also the efficiency of each production stage and the dynamic changes of the overall and divisional efficiencies.
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页码：S133 / S151
页数：19
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