Application of Two-Stage Network Super-Efficiency DEA to Efficiency Analysis of Chinese Commercial Banks
Commercial banks occupy an important leading position in China’s banking industry, and their efficiency is of great reference value to the economy of China’s financial system, reflecting the current state of China’s economy. In this paper, the super-efficiency DEA values of 19 commercial banks from...
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| Published in | Journal of mathematics (Hidawi) Vol. 2022; no. 1 |
|---|---|
| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Cairo
Hindawi
2022
John Wiley & Sons, Inc Wiley |
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| Abstract | Commercial banks occupy an important leading position in China’s banking industry, and their efficiency is of great reference value to the economy of China’s financial system, reflecting the current state of China’s economy. In this paper, the super-efficiency DEA values of 19 commercial banks from 2016 to 2020 are calculated by employing the super-efficiency method into the two-stage network DEA model with constant returns to scale. Compared with the traditional two-stage network DEA model, this method is better. The results show that the calculated values are more accurate than the DEA values measured directly by the two-stage network, and the banks with an efficiency value of 1 can be further distinguished. According to the analysis of table data, the operating efficiency of ICBC is the highest, the operating efficiency of the entire banking sector is at a medium level, the second stage has a greater impact on the overall efficiency, and the loan side business needs to be improved. |
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| AbstractList | Commercial banks occupy an important leading position in China’s banking industry, and their efficiency is of great reference value to the economy of China’s financial system, reflecting the current state of China’s economy. In this paper, the super‐efficiency DEA values of 19 commercial banks from 2016 to 2020 are calculated by employing the super‐efficiency method into the two‐stage network DEA model with constant returns to scale. Compared with the traditional two‐stage network DEA model, this method is better. The results show that the calculated values are more accurate than the DEA values measured directly by the two‐stage network, and the banks with an efficiency value of 1 can be further distinguished. According to the analysis of table data, the operating efficiency of ICBC is the highest, the operating efficiency of the entire banking sector is at a medium level, the second stage has a greater impact on the overall efficiency, and the loan side business needs to be improved. |
| Author | Li, Rong Li, Qingquan Pan, Wentsao He, Lu Chen, Shiqi Huang, Guohui |
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| Copyright | Copyright © 2022 Qingquan Li et al. Copyright © 2022 Qingquan Li et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0 |
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| References | e_1_2_8_2_2 Parisa K. (e_1_2_8_9_2) 2021; 70 e_1_2_8_1_2 e_1_2_8_4_2 e_1_2_8_3_2 Jamal O. (e_1_2_8_5_2) 2019; 266 e_1_2_8_7_2 Duan Y. R. (e_1_2_8_8_2) 2019; 28 Wang J. (e_1_2_8_6_2) 2018; 39 |
| References_xml | – volume: 266 start-page: 551 year: 2019 ident: e_1_2_8_5_2 article-title: Assessing efficiency profiles of UK commercial banks: a DEA analysis with regression-based feedback publication-title: Annals of Operations Reaserch – volume: 39 start-page: 1506 year: 2018 ident: e_1_2_8_6_2 article-title: Efficiency evaluation and comparison of Chinese commercial bank based on bootstrap-DEA publication-title: Journal of Northeastern University (Natural Science Edition) – volume: 70 start-page: 427 year: 2021 ident: e_1_2_8_9_2 article-title: Two-stage incentives system for commercial banks based on centralized resource allocation model in DEA-R publication-title: International Journal of Productivity and Performance Management – ident: e_1_2_8_7_2 doi: 10.4236/ajibm.2016.64048 – ident: e_1_2_8_2_2 doi: 10.1016/j.omega.2019.03.007 – ident: e_1_2_8_1_2 doi: 10.1016/0377-2217(78)90138-8 – volume: 28 start-page: 118 year: 2019 ident: e_1_2_8_8_2 article-title: Efficiency evaluation of Chinese commercial bank based on two-stage DEA method publication-title: Operation and Management – ident: e_1_2_8_3_2 doi: 10.1016/j.omega.2015.07.005 – ident: e_1_2_8_4_2 doi: 10.1007/s10479-015-1987-1 |
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| SubjectTerms | Banking Banks Commercial banks Data envelopment analysis Development banks Efficiency Fixed assets Investments Loans Mathematics Variables |
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| Title | Application of Two-Stage Network Super-Efficiency DEA to Efficiency Analysis of Chinese Commercial Banks |
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