Summary of statistics by bank type
| Bank type | Variables | N | Mean | SD | Min | P25 | P50 | P75 | Max |
|---|---|---|---|---|---|---|---|---|---|
| Joint stock commercial | TBQ | 96 | 1.72 | 1.354 | −0.022 | 0.994 | 1.486 | 2.134 | 7.442 |
| ROA | 96 | 0.057 | 0.035 | −0.182 | 0.023 | 0.046 | 0.093 | 0.172 | |
| ROE | 96 | 0.051 | 0.129 | −0.804 | 0.04 | 0.046 | 0.103 | 0.455 | |
| ESG | 96 | 0.788 | 0.021 | 0.535 | 0.699 | 0.718 | 0.816 | 0.834 | |
| Size | 96 | 22.248 | 1.318 | 20.011 | 21.286 | 21.974 | 22.918 | 26.391 | |
| Lev | 96 | 0.372 | 0.209 | 0.033 | 0.22 | 0.372 | 0.596 | 0.863 | |
| CAR | 96 | 0.03 | 0.072 | −0.199 | 0.033 | 0.041 | 0.149 | 0.237 | |
| GRW | 96 | 0.17 | 0.394 | −0.585 | 0.06 | 0.128 | 0.27 | 2.431 | |
| Age | 96 | 2.036 | 0.937 | 0.004 | 1.4 | 2.282 | 2.828 | 3.343 | |
| B_indp | 96 | 0.348 | 0.048 | 0.304 | 0.358 | 0.329 | 0.351 | 0.612 | |
| Bsize | 96 | 2.04 | 0.224 | 1.637 | 1.941 | 2.202 | 2.218 | 2.639 | |
| Top1 | 96 | 0.307 | 0.178 | 0.084 | 0.238 | 0.345 | 0.421 | 0.751 | |
| Duality | 96 | 0.216 | 0.448 | 0.027 | 0.066 | 0.013 | 1.012 | 1.059 | |
| Bgender | 96 | 0.186 | 0.135 | −0.018 | 0.04 | 0.121 | 0.226 | 0.551 | |
| Liq | 96 | 0.048 | 0.067 | −2.457 | 0.036 | 0.022 | 0.019 | 3.351 | |
| Large state-controlled commercial | TBQ | 55 | 1.696 | 1.34 | −0.048 | 1.084 | 1.489 | 2.22 | 7.46 |
| ROA | 55 | 0.01 | 0.088 | −0.18 | 0.073 | 0.048 | 0.093 | 0.19 | |
| ROE | 55 | 0.08 | 0.18 | −0.814 | 0.023 | 0.099 | 0.096 | 0.422 | |
| ESG | 55 | 0.766 | 0.006 | 0.581 | 0.737 | 0.709 | 0.769 | 0.866 | |
| Size | 55 | 22.165 | 1.3 | 19.957 | 21.277 | 21.981 | 22.948 | 26.358 | |
| Lev | 55 | 0.452 | 0.201 | 0.033 | 0.308 | 0.44 | 0.583 | 0.916 | |
| CAR | 55 | 0.078 | 0.087 | −0.202 | 0.029 | 0.094 | 0.064 | 0.253 | |
| GRW | 55 | 0.2 | 0.388 | −0.461 | 0.022 | 0.045 | 0.194 | 2.33 | |
| Age | 55 | 2.077 | 0.927 | 0.011 | 1.367 | 2.34 | 2.826 | 3.369 | |
| B_indp | 55 | 0.427 | 0.056 | 0.345 | 0.286 | 0.393 | 0.41 | 0.556 | |
| Bsize | 55 | 2.171 | 0.163 | 1.614 | 1.923 | 2.198 | 2.237 | 2.662 | |
| Top1 | 55 | 0.321 | 0.148 | 0.117 | 0.178 | 0.315 | 0.394 | 0.721 | |
| Duality | 55 | 0.345 | 0.422 | −0.005 | 0.045 | −0.018 | 1.022 | 0.994 | |
| Bgender | 55 | 0.177 | 0.141 | −0.004 | 0.004 | 0.081 | 0.179 | 0.537 | |
| Liq | 55 | 0.009 | 0.048 | −2.482 | −0.024 | 0.021 | −0.005 | 3.408 | |
| Rural commercial | TBQ | 52 | 1.664 | 1.33 | −0.002 | 1.048 | 1.456 | 2.157 | 7.37 |
| ROA | 52 | 0.055 | 0.081 | −0.216 | −0.007 | 0.018 | 0.082 | 0.222 | |
| ROE | 52 | −0.027 | 0.128 | −0.84 | 0.045 | 0.067 | 0.125 | 0.429 | |
| ESG | 52 | 0.743 | 0.04 | 0.578 | 0.7 | 0.708 | 0.84 | 0.799 | |
| Size | 52 | 22.239 | 1.29 | 19.922 | 21.321 | 21.974 | 22.936 | 26.374 | |
| Lev | 52 | 0.424 | 0.193 | 0.092 | 0.207 | 0.461 | 0.597 | 0.896 | |
| CAR | 52 | 0.085 | 0.061 | −0.147 | −0.012 | 0.011 | 0.13 | 0.264 | |
| GRW | 52 | 0.126 | 0.401 | −0.526 | 0 | 0.112 | 0.269 | 2.377 | |
| Age | 52 | 1.997 | 0.926 | 0.032 | 1.374 | 2.298 | 2.789 | 3.38 | |
| B_indp | 52 | 0.253 | 0.098 | 0.395 | 0.316 | 0.395 | 0.444 | 0.567 | |
| Bsize | 52 | 2.129 | 0.193 | 1.622 | 1.943 | 2.214 | 2.158 | 2.639 | |
| Top1 | 52 | 0.315 | 0.145 | 0.086 | 0.25 | 0.35 | 0.435 | 0.781 | |
| Duality | 52 | 0.256 | 0.461 | 0.05 | −0.003 | −0.001 | 0.993 | 1.008 | |
| Bgender | 52 | 0.105 | 0.118 | −0.018 | −0.018 | 0.104 | 0.218 | 0.495 | |
| Liq | 52 | 0.059 | 0.044 | −2.434 | 0.019 | 0.027 | −0.015 | 3.379 | |
| Urban commercial | TBQ | 100 | 1.751 | 1.366 | −0.001 | 1.039 | 1.501 | 2.097 | 7.394 |
| ROA | 100 | 0.026 | 0.07 | −0.226 | −0.003 | 0.092 | 0.06 | 0.162 | |
| ROE | 100 | 0.078 | 0.134 | −0.81 | 0.056 | 0.037 | 0.153 | 0.448 | |
| ESG | 100 | 0.753 | 0.07 | 0.617 | 0.673 | 0.787 | 0.752 | 0.849 | |
| Size | 100 | 22.241 | 1.286 | 19.962 | 21.274 | 22.029 | 22.876 | 26.354 | |
| Lev | 100 | 0.437 | 0.185 | 0.055 | 0.243 | 0.397 | 0.579 | 0.932 | |
| CAR | 100 | 0.053 | 0.082 | −0.197 | 0.007 | 0.065 | 0.094 | 0.315 | |
| GRW | 100 | 0.081 | 0.404 | −0.518 | −0.022 | 0.096 | 0.267 | 2.368 | |
| Age | 100 | 2.025 | 0.921 | −0.015 | 1.37 | 2.304 | 2.848 | 3.422 | |
| B_indp | 100 | 0.354 | 0.058 | 0.373 | 0.314 | 0.357 | 0.42 | 0.583 | |
| Bsize | 100 | 2.128 | 0.187 | 1.537 | 1.986 | 2.156 | 2.176 | 2.649 | |
| Top1 | 100 | 0.296 | 0.159 | 0.067 | 0.248 | 0.272 | 0.468 | 0.781 | |
| Duality | 100 | 0.274 | 0.481 | −0.008 | 0.003 | 0.036 | 0.984 | 1.006 | |
| Bgender | 100 | 0.087 | 0.13 | 0.029 | 0.06 | 0.183 | 0.249 | 0.493 | |
| Liq | 100 | 0.02 | 0.043 | −2.439 | 0.026 | 0.008 | 0.005 | 3.383 |
| Bank type | Variables | N | Mean | SD | Min | P25 | P50 | P75 | Max |
|---|---|---|---|---|---|---|---|---|---|
| Joint stock commercial | TBQ | 96 | 1.72 | 1.354 | −0.022 | 0.994 | 1.486 | 2.134 | 7.442 |
| ROA | 96 | 0.057 | 0.035 | −0.182 | 0.023 | 0.046 | 0.093 | 0.172 | |
| ROE | 96 | 0.051 | 0.129 | −0.804 | 0.04 | 0.046 | 0.103 | 0.455 | |
| ESG | 96 | 0.788 | 0.021 | 0.535 | 0.699 | 0.718 | 0.816 | 0.834 | |
| Size | 96 | 22.248 | 1.318 | 20.011 | 21.286 | 21.974 | 22.918 | 26.391 | |
| Lev | 96 | 0.372 | 0.209 | 0.033 | 0.22 | 0.372 | 0.596 | 0.863 | |
| CAR | 96 | 0.03 | 0.072 | −0.199 | 0.033 | 0.041 | 0.149 | 0.237 | |
| GRW | 96 | 0.17 | 0.394 | −0.585 | 0.06 | 0.128 | 0.27 | 2.431 | |
| Age | 96 | 2.036 | 0.937 | 0.004 | 1.4 | 2.282 | 2.828 | 3.343 | |
| B_indp | 96 | 0.348 | 0.048 | 0.304 | 0.358 | 0.329 | 0.351 | 0.612 | |
| Bsize | 96 | 2.04 | 0.224 | 1.637 | 1.941 | 2.202 | 2.218 | 2.639 | |
| Top1 | 96 | 0.307 | 0.178 | 0.084 | 0.238 | 0.345 | 0.421 | 0.751 | |
| Duality | 96 | 0.216 | 0.448 | 0.027 | 0.066 | 0.013 | 1.012 | 1.059 | |
| Bgender | 96 | 0.186 | 0.135 | −0.018 | 0.04 | 0.121 | 0.226 | 0.551 | |
| Liq | 96 | 0.048 | 0.067 | −2.457 | 0.036 | 0.022 | 0.019 | 3.351 | |
| Large state-controlled commercial | TBQ | 55 | 1.696 | 1.34 | −0.048 | 1.084 | 1.489 | 2.22 | 7.46 |
| ROA | 55 | 0.01 | 0.088 | −0.18 | 0.073 | 0.048 | 0.093 | 0.19 | |
| ROE | 55 | 0.08 | 0.18 | −0.814 | 0.023 | 0.099 | 0.096 | 0.422 | |
| ESG | 55 | 0.766 | 0.006 | 0.581 | 0.737 | 0.709 | 0.769 | 0.866 | |
| Size | 55 | 22.165 | 1.3 | 19.957 | 21.277 | 21.981 | 22.948 | 26.358 | |
| Lev | 55 | 0.452 | 0.201 | 0.033 | 0.308 | 0.44 | 0.583 | 0.916 | |
| CAR | 55 | 0.078 | 0.087 | −0.202 | 0.029 | 0.094 | 0.064 | 0.253 | |
| GRW | 55 | 0.2 | 0.388 | −0.461 | 0.022 | 0.045 | 0.194 | 2.33 | |
| Age | 55 | 2.077 | 0.927 | 0.011 | 1.367 | 2.34 | 2.826 | 3.369 | |
| B_indp | 55 | 0.427 | 0.056 | 0.345 | 0.286 | 0.393 | 0.41 | 0.556 | |
| Bsize | 55 | 2.171 | 0.163 | 1.614 | 1.923 | 2.198 | 2.237 | 2.662 | |
| Top1 | 55 | 0.321 | 0.148 | 0.117 | 0.178 | 0.315 | 0.394 | 0.721 | |
| Duality | 55 | 0.345 | 0.422 | −0.005 | 0.045 | −0.018 | 1.022 | 0.994 | |
| Bgender | 55 | 0.177 | 0.141 | −0.004 | 0.004 | 0.081 | 0.179 | 0.537 | |
| Liq | 55 | 0.009 | 0.048 | −2.482 | −0.024 | 0.021 | −0.005 | 3.408 | |
| Rural commercial | TBQ | 52 | 1.664 | 1.33 | −0.002 | 1.048 | 1.456 | 2.157 | 7.37 |
| ROA | 52 | 0.055 | 0.081 | −0.216 | −0.007 | 0.018 | 0.082 | 0.222 | |
| ROE | 52 | −0.027 | 0.128 | −0.84 | 0.045 | 0.067 | 0.125 | 0.429 | |
| ESG | 52 | 0.743 | 0.04 | 0.578 | 0.7 | 0.708 | 0.84 | 0.799 | |
| Size | 52 | 22.239 | 1.29 | 19.922 | 21.321 | 21.974 | 22.936 | 26.374 | |
| Lev | 52 | 0.424 | 0.193 | 0.092 | 0.207 | 0.461 | 0.597 | 0.896 | |
| CAR | 52 | 0.085 | 0.061 | −0.147 | −0.012 | 0.011 | 0.13 | 0.264 | |
| GRW | 52 | 0.126 | 0.401 | −0.526 | 0 | 0.112 | 0.269 | 2.377 | |
| Age | 52 | 1.997 | 0.926 | 0.032 | 1.374 | 2.298 | 2.789 | 3.38 | |
| B_indp | 52 | 0.253 | 0.098 | 0.395 | 0.316 | 0.395 | 0.444 | 0.567 | |
| Bsize | 52 | 2.129 | 0.193 | 1.622 | 1.943 | 2.214 | 2.158 | 2.639 | |
| Top1 | 52 | 0.315 | 0.145 | 0.086 | 0.25 | 0.35 | 0.435 | 0.781 | |
| Duality | 52 | 0.256 | 0.461 | 0.05 | −0.003 | −0.001 | 0.993 | 1.008 | |
| Bgender | 52 | 0.105 | 0.118 | −0.018 | −0.018 | 0.104 | 0.218 | 0.495 | |
| Liq | 52 | 0.059 | 0.044 | −2.434 | 0.019 | 0.027 | −0.015 | 3.379 | |
| Urban commercial | TBQ | 100 | 1.751 | 1.366 | −0.001 | 1.039 | 1.501 | 2.097 | 7.394 |
| ROA | 100 | 0.026 | 0.07 | −0.226 | −0.003 | 0.092 | 0.06 | 0.162 | |
| ROE | 100 | 0.078 | 0.134 | −0.81 | 0.056 | 0.037 | 0.153 | 0.448 | |
| ESG | 100 | 0.753 | 0.07 | 0.617 | 0.673 | 0.787 | 0.752 | 0.849 | |
| Size | 100 | 22.241 | 1.286 | 19.962 | 21.274 | 22.029 | 22.876 | 26.354 | |
| Lev | 100 | 0.437 | 0.185 | 0.055 | 0.243 | 0.397 | 0.579 | 0.932 | |
| CAR | 100 | 0.053 | 0.082 | −0.197 | 0.007 | 0.065 | 0.094 | 0.315 | |
| GRW | 100 | 0.081 | 0.404 | −0.518 | −0.022 | 0.096 | 0.267 | 2.368 | |
| Age | 100 | 2.025 | 0.921 | −0.015 | 1.37 | 2.304 | 2.848 | 3.422 | |
| B_indp | 100 | 0.354 | 0.058 | 0.373 | 0.314 | 0.357 | 0.42 | 0.583 | |
| Bsize | 100 | 2.128 | 0.187 | 1.537 | 1.986 | 2.156 | 2.176 | 2.649 | |
| Top1 | 100 | 0.296 | 0.159 | 0.067 | 0.248 | 0.272 | 0.468 | 0.781 | |
| Duality | 100 | 0.274 | 0.481 | −0.008 | 0.003 | 0.036 | 0.984 | 1.006 | |
| Bgender | 100 | 0.087 | 0.13 | 0.029 | 0.06 | 0.183 | 0.249 | 0.493 | |
| Liq | 100 | 0.02 | 0.043 | −2.439 | 0.026 | 0.008 | 0.005 | 3.383 |
Note(s): This table presents the descriptive statistics for the main study variables, categorized by bank nature. The sample consists of 303 firm-year observations spanning the period from 2012 to 2022. The table includes the number of observations (N), standard deviation (SD), minimum (Min), and maximum (Max) values, as well as the 25th (P25), 50th (P50), and 75th (P75) percentiles. Definitions of all variables are provided in Table 1