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Measurement of Banking Performance in a Dynamic Multiactivity Network Structure: Evidence from Banks in Taiwan

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  • Chuang-Min Chao
  • Ming-Miin Yu
  • Yun-Ting Lee
  • Bo Hsiao

Abstract

In this study, we develop a dynamic multi-activity network DEA (DMNDEA) model that combines the multi-activity network DEA model (MNDEA) with the dynamic network DEA model (DNDEA). This new model is used to measure the efficiency of twenty-seven Taiwanese banks under a multistage and multiactivity production process during the sample period of 2006–12. The proposed model is able to identify whether inefficiencies stem from financial activities or the production stages and provides managers with information to propose better strategies to improve the overall performance of their banks under fluid macroeconomic conditions across time.

Suggested Citation

  • Chuang-Min Chao & Ming-Miin Yu & Yun-Ting Lee & Bo Hsiao, 2017. "Measurement of Banking Performance in a Dynamic Multiactivity Network Structure: Evidence from Banks in Taiwan," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(4), pages 786-805, April.
    • Handle: RePEc:mes:emfitr:v:53:y:2017:i:4:p:786-805
    DOI: 10.1080/1540496X.2016.1141649
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    Cited by:

    1. Alves, André Bernardo & Wanke, Peter & Antunes, Jorge & Chen, Zhongfei, 2020. "Endogenous network efficiency, macroeconomy, and competition: Evidence from the Portuguese banking industry," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    2. Xiong, Xi & Yang, Guo-liang & Guan, Zhong-cheng, 2020. "Estimating the multi-period efficiency of high-tech research institutes of the Chinese Academy of Sciences: A dynamic slacks-based measure," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
    3. Arthur Jin Lin & Hai-Yen Chang, 2019. "Business Sustainability Performance Evaluation for Taiwanese Banks—A Hybrid Multiple-Criteria Decision-Making Approach," Sustainability, MDPI, vol. 11(8), pages 1-26, April.
    4. Khan, Habib Hussain & Kutan, Ali M. & Naz, Iram & Qureshi, Fiza, 2017. "Efficiency, growth and market power in the banking industry: New approach to efficient structure hypothesis," The North American Journal of Economics and Finance, Elsevier, vol. 42(C), pages 531-545.
    5. Yu, Ming-Miin & Lin, Chung-I & Chen, Kuan-Chen & Chen, Li-Hsueh, 2021. "Measuring Taiwanese bank performance: A two-system dynamic network data envelopment analysis approach," Omega, Elsevier, vol. 98(C).

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