Descriptive statistics
| Variable | N | Mean | Std. Dev | Min | Max |
|---|---|---|---|---|---|
| ROA | 35,175 | 0.033 | 0.068 | −0.323 | 0.198 |
| ROE | 35,175 | 0.042 | 0.164 | −1.042 | 0.324 |
| ESG | 35,175 | 41.104 | 9.067 | 15.000 | 65.000 |
| LnAudit | 35,175 | 13.950 | 0.650 | 12.734 | 16.199 |
| Size | 35,175 | 22.285 | 1.306 | 19.826 | 26.366 |
| Lev | 35,175 | 2.938 | 0.786 | 0.189 | 5.000 |
| TobinQ | 35,175 | 1.998 | 1.273 | 0.825 | 8.545 |
| CBNP | 35,175 | 0.406 | 1.123 | −0.953 | 7.918 |
| Board | 35,175 | 8.276 | 1.551 | 5.000 | 13.000 |
| Big4 | 35,175 | 0.062 | 0.241 | 0.000 | 1.000 |
| Opinion | 35,175 | 0.971 | 0.168 | 0.000 | 1.000 |
| SOE | 35,175 | 0.334 | 0.472 | 0.000 | 1.000 |
| Variable | Mean | Std. Dev | Min | Max | |
|---|---|---|---|---|---|
| ROA | 35,175 | 0.033 | 0.068 | −0.323 | 0.198 |
| ROE | 35,175 | 0.042 | 0.164 | −1.042 | 0.324 |
| ESG | 35,175 | 41.104 | 9.067 | 15.000 | 65.000 |
| LnAudit | 35,175 | 13.950 | 0.650 | 12.734 | 16.199 |
| Size | 35,175 | 22.285 | 1.306 | 19.826 | 26.366 |
| Lev | 35,175 | 2.938 | 0.786 | 0.189 | 5.000 |
| TobinQ | 35,175 | 1.998 | 1.273 | 0.825 | 8.545 |
| CBNP | 35,175 | 0.406 | 1.123 | −0.953 | 7.918 |
| Board | 35,175 | 8.276 | 1.551 | 5.000 | 13.000 |
| Big4 | 35,175 | 0.062 | 0.241 | 0.000 | 1.000 |
| Opinion | 35,175 | 0.971 | 0.168 | 0.000 | 1.000 |
| SOE | 35,175 | 0.334 | 0.472 | 0.000 | 1.000 |
Note(s): This table presents the descriptive statistics for the main variables (2015–2024). All continuous variables are winsorized at the 1st and 99th percentiles. The maximum Variance Inflation Factor (VIF) is 2.86, well below the threshold of 10, indicating no severe multicollinearity
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