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

Chuang-Min Chao, Ming-Miin Yu and Hsiao-Ning Wu

Emerging Markets Finance and Trade, 2015, vol. 51, issue S1, S133-S151

Abstract: 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.

Date: 2015
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DOI: 10.1080/1540496X.2014.998887

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