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Measuring efficiency of domestic banks in Taiwan: application of data envelopment analysis and Malmquist index

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  • Yi-Hsing Lin
  • George J. Y. Hsu
  • Ching-Kai Hsiao

Abstract

The purpose of this article is to investigate relative efficiency of management and variation of managerial efficiency among 37 domestic banks in Taiwan. The relative efficiency of management is analysed through Data Envelopment Analysis (DEA) to estimate the competitiveness of each bank and managerial efficiency is to show the efficiency variation of each bank through Malmquist index. This article also links those two types of efficiency by constructing a matrix of relative efficiency and managerial efficiency defining of eight different categories of banks. The empirical results show that all 37 banks possess an average relative efficiency value of 0.591, with a SD of 0.228. And there are 6 banks with an efficiency value of 1. From the results estimated by Malmquist model, it indicates there are 20 banks with an efficiency variation greater than 1. This means that managerial efficiency of those 20 banks has been improving. However, there are 17 banks with an efficiency variation less than 1. This means that managerial efficiency of those 17 banks has been declining.

Suggested Citation

  • Yi-Hsing Lin & George J. Y. Hsu & Ching-Kai Hsiao, 2007. "Measuring efficiency of domestic banks in Taiwan: application of data envelopment analysis and Malmquist index," Applied Economics Letters, Taylor & Francis Journals, vol. 14(11), pages 821-827.
  • Handle: RePEc:taf:apeclt:v:14:y:2007:i:11:p:821-827
    DOI: 10.1080/13504850600605960
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    Cited by:

    1. Kao, Chiang & Liu, Shiang-Tai, 2014. "Measuring performance improvement of Taiwanese commercial banks under uncertainty," European Journal of Operational Research, Elsevier, vol. 235(3), pages 755-764.
    2. Feyyaz Cengiz Dikmen, 2016. "Productivity Change: An Empirical Study on Turkish State Universities," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 4(1), pages 27-34, June.
    3. Kao, Chiang & Liu, Shiang-Tai, 2016. "A parallel production frontiers approach for intertemporal efficiency analysis: The case of Taiwanese commercial banks," European Journal of Operational Research, Elsevier, vol. 255(2), pages 411-421.
    4. Wen-Chung Guo & Chih-Ching Yang, 2013. "Are bank mergers procyclical or countercyclical? Theory and evidence from Taiwan," Applied Financial Economics, Taylor & Francis Journals, vol. 23(1), pages 1-14, January.
    5. Ikram Ullah Khan & Sadaqat Ali & Habib Nawaz Khan, 2018. "Market Concentration, Risk-taking, and Efficiency of Commercial Banks in Pakistan: An Application of the Two-Stage Double Bootstrap DEA," Business & Economic Review, Institute of Management Sciences, Peshawar, Pakistan, vol. 10(2), pages 65-96, June.
    6. Hashem Omrani & Arash Alizadeh & Ali Emrouznejad & Zeynab Oveysi, 2023. "A novel best‐worst‐method two‐stage data envelopment analysis model considering decision makers' preferences: An application in bank branches evaluation," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(4), pages 3593-3610, October.
    7. Chiu, Yung-ho & Luo, Zhengying & Chen, Yu-Chuan & Wang, Zebin & Tsai, Min-Pei, 2013. "A comparison of operating performance management between Taiwan banks and foreign banks based on the Meta-Hybrid DEA model," Economic Modelling, Elsevier, vol. 33(C), pages 433-439.

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