Evaluating Executives and Non-Executives’ Impact toward ESG Performance in Banking Sector: An Entropy Weight and TOPSIS Method
Abstract
:1. Introduction
2. Literature Review
2.1. Sustainable Banking Practices in the EU: Shaping the Future of Finance
2.2. The Power of Independent Executives: The Bottom-Up Corporate Governance Approach
3. Materials and Methods
3.1. Data
3.2. Entropy Weight Method
3.3. TOPSIS Method
4. Results
5. Discussion
6. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
C1 | C2 | C3 | C4 | C5 | C6 |
---|---|---|---|---|---|
0.150 | 0.000 | 0.035 | 0.027 | 0.127 | 0.000 |
0.170 | 0.000 | 0.035 | 0.136 | 0.093 | 0.000 |
0.000 | 0.114 | 0.077 | 0.154 | 0.146 | 0.000 |
0.022 | 0.125 | 0.143 | 0.125 | 0.089 | 0.000 |
0.000 | 0.124 | 0.157 | 0.155 | 0.146 | 0.156 |
0.123 | 0.000 | 0.081 | 0.124 | 0.136 | 0.000 |
0.126 | 0.000 | 0.135 | 0.121 | 0.067 | 0.000 |
0.169 | 0.132 | 0.052 | 0.010 | 0.070 | 0.000 |
0.161 | 0.158 | 0.010 | 0.100 | 0.097 | 0.171 |
0.000 | 0.114 | 0.031 | 0.154 | 0.146 | 0.181 |
0.122 | 0.144 | 0.058 | 0.119 | 0.128 | 0.000 |
0.045 | 0.000 | 0.121 | 0.027 | 0.026 | 0.002 |
0.133 | 0.000 | 0.140 | 0.136 | 0.133 | 0.000 |
0.020 | 0.000 | 0.159 | 0.014 | 0.108 | 0.000 |
0.133 | 0.114 | 0.091 | 0.105 | 0.048 | 0.112 |
0.103 | 0.142 | 0.004 | 0.150 | 0.146 | 0.174 |
0.031 | 0.124 | 0.004 | 0.052 | 0.090 | 0.145 |
0.000 | 0.114 | 0.137 | 0.154 | 0.104 | 0.118 |
0.167 | 0.000 | 0.187 | 0.063 | 0.105 | 0.077 |
0.141 | 0.159 | 0.115 | 0.124 | 0.096 | 0.093 |
0.066 | 0.124 | 0.116 | 0.155 | 0.146 | 0.169 |
0.095 | 0.000 | 0.175 | 0.008 | 0.069 | 0.074 |
0.000 | 0.114 | 0.184 | 0.154 | 0.146 | 0.173 |
0.052 | 0.000 | 0.094 | 0.004 | 0.068 | 0.000 |
0.000 | 0.000 | 0.092 | 0.154 | 0.146 | 0.156 |
0.111 | 0.000 | 0.160 | 0.148 | 0.085 | 0.000 |
0.000 | 0.114 | 0.029 | 0.154 | 0.115 | 0.000 |
0.020 | 0.162 | 0.162 | 0.041 | 0.044 | 0.000 |
0.045 | 0.159 | 0.049 | 0.124 | 0.136 | 0.181 |
0.146 | 0.124 | 0.036 | 0.131 | 0.133 | 0.173 |
0.045 | 0.155 | 0.155 | 0.041 | 0.038 | 0.002 |
0.173 | 0.000 | 0.107 | 0.014 | 0.026 | 0.074 |
0.013 | 0.000 | 0.171 | 0.011 | 0.077 | 0.029 |
0.065 | 0.114 | 0.116 | 0.058 | 0.036 | 0.093 |
0.056 | 0.000 | 0.160 | 0.090 | 0.017 | 0.000 |
0.119 | 0.124 | 0.134 | 0.131 | 0.133 | 0.173 |
0.042 | 0.142 | 0.117 | 0.150 | 0.135 | 0.000 |
0.044 | 0.124 | 0.073 | 0.121 | 0.087 | 0.134 |
0.163 | 0.114 | 0.066 | 0.088 | 0.115 | 0.163 |
0.126 | 0.000 | 0.090 | 0.010 | 0.024 | 0.000 |
0.000 | 0.124 | 0.000 | 0.155 | 0.146 | 0.000 |
0.172 | 0.119 | 0.147 | 0.120 | 0.109 | 0.127 |
0.000 | 0.114 | 0.096 | 0.154 | 0.146 | 0.156 |
0.052 | 0.132 | 0.119 | 0.089 | 0.051 | 0.000 |
0.089 | 0.000 | 0.103 | 0.128 | 0.119 | 0.154 |
0.051 | 0.122 | 0.127 | 0.019 | 0.129 | 0.112 |
0.050 | 0.175 | 0.126 | 0.077 | 0.124 | 0.000 |
0.165 | 0.124 | 0.015 | 0.021 | 0.023 | 0.069 |
0.000 | 0.124 | 0.014 | 0.155 | 0.146 | 0.169 |
0.156 | 0.158 | 0.049 | 0.077 | 0.035 | 0.000 |
0.031 | 0.000 | 0.192 | 0.038 | 0.074 | 0.000 |
0.179 | 0.103 | 0.132 | 0.154 | 0.132 | 0.173 |
0.134 | 0.124 | 0.109 | 0.155 | 0.146 | 0.175 |
0.121 | 0.155 | 0.104 | 0.106 | 0.095 | 0.000 |
0.173 | 0.114 | 0.024 | 0.088 | 0.115 | 0.000 |
0.133 | 0.114 | 0.088 | 0.088 | 0.115 | 0.163 |
0.056 | 0.168 | 0.065 | 0.112 | 0.029 | 0.034 |
0.000 | 0.124 | 0.062 | 0.155 | 0.146 | 0.181 |
0.039 | 0.111 | 0.141 | 0.063 | 0.139 | 0.000 |
0.019 | 0.152 | 0.043 | 0.157 | 0.142 | 0.132 |
0.137 | 0.122 | 0.104 | 0.121 | 0.139 | 0.151 |
0.090 | 0.147 | 0.133 | 0.012 | 0.076 | 0.040 |
0.055 | 0.162 | 0.049 | 0.078 | 0.131 | 0.102 |
0.120 | 0.122 | 0.176 | 0.136 | 0.147 | 0.156 |
0.169 | 0.000 | 0.180 | 0.128 | 0.006 | 0.000 |
0.117 | 0.124 | 0.148 | 0.134 | 0.069 | 0.131 |
0.061 | 0.114 | 0.005 | 0.004 | 0.107 | 0.118 |
0.161 | 0.132 | 0.099 | 0.089 | 0.125 | 0.000 |
0.158 | 0.000 | 0.010 | 0.124 | 0.136 | 0.181 |
0.134 | 0.124 | 0.034 | 0.079 | 0.080 | 0.137 |
0.152 | 0.114 | 0.008 | 0.076 | 0.079 | 0.109 |
0.175 | 0.142 | 0.032 | 0.150 | 0.152 | 0.000 |
0.000 | 0.114 | 0.176 | 0.154 | 0.146 | 0.173 |
0.000 | 0.000 | 0.063 | 0.112 | 0.119 | 0.181 |
0.106 | 0.124 | 0.056 | 0.030 | 0.002 | 0.000 |
0.158 | 0.114 | 0.128 | 0.137 | 0.126 | 0.160 |
0.133 | 0.114 | 0.096 | 0.135 | 0.135 | 0.175 |
0.052 | 0.132 | 0.022 | 0.089 | 0.141 | 0.000 |
0.165 | 0.000 | 0.023 | 0.072 | 0.137 | 0.178 |
0.125 | 0.000 | 0.054 | 0.040 | 0.076 | 0.118 |
0.030 | 0.114 | 0.159 | 0.056 | 0.067 | 0.107 |
0.092 | 0.000 | 0.047 | 0.075 | 0.104 | 0.000 |
0.175 | 0.000 | 0.127 | 0.091 | 0.089 | 0.000 |
0.173 | 0.114 | 0.175 | 0.115 | 0.036 | 0.059 |
Si+ | Si− | Si+ Si− | Si−/(Si+ Si−) |
---|---|---|---|
0.0747 | 0.0283 | 0.1031 | 0.2749 |
0.0196 | 0.0336 | 0.0531 | 0.6321 |
0.0433 | 0.0306 | 0.0739 | 0.4142 |
0.0395 | 0.0339 | 0.0734 | 0.4621 |
0.0675 | 0.0637 | 0.1312 | 0.4852 |
0.0187 | 0.0278 | 0.0465 | 0.5972 |
0.0128 | 0.0299 | 0.0428 | 0.6996 |
0.0355 | 0.0419 | 0.0774 | 0.5410 |
0.0703 | 0.0732 | 0.1436 | 0.5101 |
0.0758 | 0.0676 | 0.1434 | 0.4712 |
0.0368 | 0.0403 | 0.0771 | 0.5232 |
0.0283 | 0.0165 | 0.0448 | 0.3691 |
0.0132 | 0.0325 | 0.0458 | 0.7106 |
0.0323 | 0.0202 | 0.0525 | 0.3845 |
0.0475 | 0.0528 | 0.1003 | 0.5265 |
0.0713 | 0.0703 | 0.1416 | 0.4963 |
0.0662 | 0.0562 | 0.1224 | 0.4588 |
0.0571 | 0.0514 | 0.1085 | 0.4738 |
0.0283 | 0.0461 | 0.0744 | 0.6198 |
0.0479 | 0.0556 | 0.1035 | 0.5376 |
0.0671 | 0.0674 | 0.1344 | 0.5011 |
0.0325 | 0.0367 | 0.0693 | 0.5302 |
0.0713 | 0.0686 | 0.1399 | 0.4907 |
0.0295 | 0.0150 | 0.0445 | 0.3369 |
0.0633 | 0.0561 | 0.1194 | 0.4700 |
0.0138 | 0.0310 | 0.0447 | 0.6925 |
0.0450 | 0.0289 | 0.0739 | 0.3910 |
0.0460 | 0.0396 | 0.0856 | 0.4626 |
0.0760 | 0.0716 | 0.1476 | 0.4850 |
0.0672 | 0.0705 | 0.1377 | 0.5121 |
0.0423 | 0.0386 | 0.0809 | 0.4770 |
0.0300 | 0.0418 | 0.0718 | 0.5819 |
0.0344 | 0.0229 | 0.0574 | 0.3995 |
0.0464 | 0.0438 | 0.0902 | 0.4854 |
0.0232 | 0.0229 | 0.0461 | 0.4962 |
0.0656 | 0.0705 | 0.1361 | 0.5181 |
0.0407 | 0.0375 | 0.0782 | 0.4792 |
0.0596 | 0.0549 | 0.1145 | 0.4795 |
0.0624 | 0.0678 | 0.1302 | 0.5209 |
0.0206 | 0.0249 | 0.0455 | 0.5476 |
0.0480 | 0.0310 | 0.0791 | 0.3925 |
0.0504 | 0.0622 | 0.1126 | 0.5523 |
0.0676 | 0.0612 | 0.1288 | 0.4749 |
0.0377 | 0.0337 | 0.0715 | 0.4720 |
0.0559 | 0.0572 | 0.1131 | 0.5061 |
0.0539 | 0.0497 | 0.1036 | 0.4797 |
0.0455 | 0.0421 | 0.0876 | 0.4806 |
0.0427 | 0.0458 | 0.0885 | 0.5178 |
0.0740 | 0.0649 | 0.1389 | 0.4671 |
0.0384 | 0.0445 | 0.0829 | 0.5368 |
0.0291 | 0.0239 | 0.0530 | 0.4518 |
0.0631 | 0.0735 | 0.1366 | 0.5380 |
0.0662 | 0.0719 | 0.1381 | 0.5204 |
0.0367 | 0.0426 | 0.0793 | 0.5370 |
0.0327 | 0.0408 | 0.0734 | 0.5553 |
0.0623 | 0.0660 | 0.1283 | 0.5143 |
0.0461 | 0.0407 | 0.0868 | 0.4692 |
0.0757 | 0.0687 | 0.1443 | 0.4757 |
0.0370 | 0.0313 | 0.0683 | 0.4584 |
0.0649 | 0.0576 | 0.1225 | 0.4703 |
0.0592 | 0.0648 | 0.1240 | 0.5224 |
0.0408 | 0.0410 | 0.0818 | 0.5015 |
0.0570 | 0.0510 | 0.1080 | 0.4722 |
0.0602 | 0.0674 | 0.1276 | 0.5283 |
0.0036 | 0.0387 | 0.0423 | 0.9159 |
0.0530 | 0.0595 | 0.1125 | 0.5288 |
0.0577 | 0.0481 | 0.1058 | 0.4548 |
0.0318 | 0.0432 | 0.0751 | 0.5762 |
0.0652 | 0.0685 | 0.1337 | 0.5124 |
0.0575 | 0.0590 | 0.1165 | 0.5066 |
0.0500 | 0.0523 | 0.1023 | 0.5111 |
0.0368 | 0.0466 | 0.0834 | 0.5593 |
0.0713 | 0.0683 | 0.1396 | 0.4895 |
0.0709 | 0.0625 | 0.1333 | 0.4684 |
0.0354 | 0.0331 | 0.0685 | 0.4828 |
0.0600 | 0.0686 | 0.1287 | 0.5335 |
0.0657 | 0.0704 | 0.1361 | 0.5172 |
0.0426 | 0.0318 | 0.0744 | 0.4277 |
0.0642 | 0.0677 | 0.1319 | 0.5130 |
0.0455 | 0.0463 | 0.0918 | 0.5045 |
0.0520 | 0.0479 | 0.0998 | 0.4795 |
0.0252 | 0.0196 | 0.0448 | 0.4372 |
0.0113 | 0.0361 | 0.0473 | 0.7617 |
0.0317 | 0.0498 | 0.0814 | 0.6112 |
Countries | Ranking ESG Score by Refinitiv Eikon | Ranking ESG Score by TOPSIS Method | |
---|---|---|---|
1 | Czech Republic | 0.9432 | 0.2749 |
2 | Iceland | 0.9293 | 0.6321 |
3 | United Kingdom | 0.9195 | 0.4142 |
4 | Belgium | 0.9171 | 0.4621 |
5 | United Kingdom | 0.9163 | 0.4852 |
6 | Switzerland | 0.9117 | 0.5972 |
7 | Norway | 0.8968 | 0.6996 |
8 | Germany | 0.8960 | 0.5410 |
9 | Ireland | 0.8939 | 0.5101 |
10 | United Kingdom | 0.8925 | 0.4712 |
11 | Netherlands | 0.8787 | 0.5232 |
12 | Switzerland | 0.8782 | 0.3691 |
13 | Spain | 0.8713 | 0.7106 |
14 | France | 0.8563 | 0.3845 |
15 | United Kingdom | 0.8524 | 0.5265 |
16 | Italy | 0.8454 | 0.4963 |
17 | United Kingdom | 0.8451 | 0.4588 |
18 | United Kingdom | 0.8411 | 0.4738 |
19 | Italy | 0.8408 | 0.6198 |
20 | Switzerland | 0.8384 | 0.5376 |
21 | United Kingdom | 0.8335 | 0.5011 |
22 | Switzerland | 0.8274 | 0.5302 |
23 | United Kingdom | 0.8245 | 0.4907 |
24 | Germany | 0.8241 | 0.3369 |
25 | United Kingdom | 0.8226 | 0.4700 |
26 | France | 0.8180 | 0.6925 |
27 | United Kingdom | 0.8172 | 0.3910 |
28 | France | 0.8163 | 0.4626 |
29 | Switzerland | 0.8150 | 0.4850 |
30 | United Kingdom | 0.8126 | 0.5121 |
31 | Liechtenstein | 0.8095 | 0.4770 |
32 | United Kingdom | 0.7991 | 0.5819 |
33 | Sweden | 0.7979 | 0.3995 |
34 | United Kingdom | 0.7902 | 0.4854 |
35 | Germany | 0.7871 | 0.4962 |
36 | United Kingdom | 0.7852 | 0.5181 |
37 | Italy | 0.7848 | 0.4792 |
38 | Switzerland | 0.7820 | 0.4795 |
39 | United Kingdom | 0.7818 | 0.5209 |
40 | Norway | 0.7810 | 0.5476 |
41 | United Kingdom | 0.7800 | 0.3925 |
42 | Norway | 0.7758 | 0.5523 |
43 | United Kingdom | 0.7718 | 0.4749 |
44 | Germany | 0.7713 | 0.4720 |
45 | United Kingdom | 0.7670 | 0.5061 |
46 | Sweden | 0.7646 | 0.4797 |
47 | Switzerland | 0.7640 | 0.4806 |
48 | United Kingdom | 0.7633 | 0.5178 |
49 | United Kingdom | 0.7627 | 0.4671 |
50 | Ireland | 0.7604 | 0.5368 |
51 | United Kingdom | 0.7593 | 0.4518 |
52 | United Kingdom | 0.7589 | 0.5380 |
53 | United Kingdom | 0.7533 | 0.5204 |
54 | Italy | 0.7494 | 0.5370 |
55 | United Kingdom | 0.7489 | 0.5553 |
56 | United Kingdom | 0.7478 | 0.5143 |
57 | Romania | 0.7460 | 0.4692 |
58 | United Kingdom | 0.7436 | 0.4757 |
59 | Poland | 0.7430 | 0.4584 |
60 | Russia | 0.7384 | 0.4703 |
61 | Greece | 0.7369 | 0.5224 |
62 | Malta | 0.7356 | 0.5015 |
63 | France | 0.7326 | 0.4722 |
64 | Greece | 0.7324 | 0.5283 |
65 | Denmark | 0.7324 | 0.9159 |
66 | United Kingdom | 0.7320 | 0.5288 |
67 | France | 0.7316 | 0.4548 |
68 | Germany | 0.7260 | 0.5762 |
69 | Switzerland | 0.7254 | 0.5124 |
70 | United Kingdom | 0.7240 | 0.5066 |
71 | United Kingdom | 0.7233 | 0.5111 |
72 | Italy | 0.7214 | 0.5593 |
73 | United Kingdom | 0.7184 | 0.4895 |
74 | Guernsey | 0.7168 | 0.4684 |
75 | United Kingdom | 0.7148 | 0.4828 |
76 | United Kingdom | 0.7112 | 0.5335 |
77 | United Kingdom | 0.7112 | 0.5172 |
78 | Germany | 0.7094 | 0.4277 |
79 | Switzerland | 0.7092 | 0.5130 |
80 | Norway | 0.7075 | 0.5045 |
81 | United Kingdom | 0.7053 | 0.4795 |
82 | Sweden | 0.7048 | 0.4372 |
83 | Ireland | 0.7005 | 0.7617 |
84 | United Kingdom | 0.7004 | 0.6112 |
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Criteria | Description | Measurement |
---|---|---|
C1. Executive Members Gender Diversity, Percent Score | Represents the proportion of women in leadership positions (Zhang et al. 2023; Yan et al. 2024). | Percent |
C2. Board Attendance Score | Specifies whether the financial institution discloses information on the presence of individual board members at board meetings (Ghafoor and Gull 2024). | Percent |
C3. Board Tenure Score | Displays the mean duration of tenure for each member of the board (Bennouri et al. 2024; Wu et al. 2024). | Percent |
C4. Non-Executive Board Members Score | Provides the proportion of non-executive board members. | Percent |
C5. Independent Board Members Score | Displays the proportion of board members who are independent, as indicated by each of the chosen financial institutions (Wu et al. 2024; Ji et al. 2024). | Percent |
C6. Strictly Independent Board Members Score | The percentage of board members who meet specific independence criteria, including not being employed by the company, not having served on the board for more than ten years, not being a major shareholder with more than 5% of holdings, not having membership on multiple boards, not having immediate family ties to the corporation, and not receiving any compensation other than board service remuneration, is indicated (Bhardwaj and Seijts 2021). | Percent |
Criterion | C1 | C2 | C3 | C4 | C5 | C6 |
---|---|---|---|---|---|---|
0.93089 | 0.918287 | 0.954517 | 0.963958 | 0.976212 | 0.870133 | |
D = 1 − | 0.06911 | 0.081713 | 0.045483 | 0.036042 | 0.023788 | 0.129867 |
0.17904 | 0.211691 | 0.117829 | 0.093372 | 0.061628 | 0.33644 |
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Zournatzidou, G. Evaluating Executives and Non-Executives’ Impact toward ESG Performance in Banking Sector: An Entropy Weight and TOPSIS Method. Adm. Sci. 2024, 14, 255. https://doi.org/10.3390/admsci14100255
Zournatzidou G. Evaluating Executives and Non-Executives’ Impact toward ESG Performance in Banking Sector: An Entropy Weight and TOPSIS Method. Administrative Sciences. 2024; 14(10):255. https://doi.org/10.3390/admsci14100255
Chicago/Turabian StyleZournatzidou, Georgia. 2024. "Evaluating Executives and Non-Executives’ Impact toward ESG Performance in Banking Sector: An Entropy Weight and TOPSIS Method" Administrative Sciences 14, no. 10: 255. https://doi.org/10.3390/admsci14100255
APA StyleZournatzidou, G. (2024). Evaluating Executives and Non-Executives’ Impact toward ESG Performance in Banking Sector: An Entropy Weight and TOPSIS Method. Administrative Sciences, 14(10), 255. https://doi.org/10.3390/admsci14100255