Robustness checks
| Winsor 95% | Excl. COVID | 2-year lag | Active ESG | Semidev | Non-SOE | |
|---|---|---|---|---|---|---|
| E score (t−1) | −0.0006** | −0.0008* | −0.0006 | −0.0002 | −0.0004 | |
| S score (t−1) | 0.0011*** | 0.0016** | 0.0012** | 0.0010** | 0.0010** | |
| G score (t−1) | −0.0015* | −0.0026* | −0.0017* | −0.0018*** | −0.0018* | |
| E score (t−2) | −0.0004 | |||||
| S score (t−2) | −0.0006 | |||||
| G score (t−2) | −0.0003 | |||||
| Controls | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 647 | 524 | 585 | 299 | 647 | 488 |
| Firms | 62 | 62 | 62 | 29 | 62 | 56 |
| R2 (within) | 0.0580 | 0.0754 | 0.0550 | 0.0686 | 0.0356 | 0.0521 |
| Firm and year FE | Yes | Yes | Yes | Yes | Yes | Yes |
| Winsor 95% | Excl. COVID | 2-year lag | Active ESG | Semidev | Non-SOE | |
|---|---|---|---|---|---|---|
| E score (t−1) | −0.0006** | −0.0008* | −0.0006 | −0.0002 | −0.0004 | |
| S score (t−1) | 0.0011*** | 0.0016** | 0.0012** | 0.0010** | 0.0010** | |
| G score (t−1) | −0.0015* | −0.0026* | −0.0017* | −0.0018*** | −0.0018* | |
| E score (t−2) | −0.0004 | |||||
| S score (t−2) | −0.0006 | |||||
| G score (t−2) | −0.0003 | |||||
| Controls | Yes | Yes | Yes | Yes | Yes | Yes |
| Observations | 647 | 524 | 585 | 299 | 647 | 488 |
| Firms | 62 | 62 | 62 | 29 | 62 | 56 |
| 0.0580 | 0.0754 | 0.0550 | 0.0686 | 0.0356 | 0.0521 | |
| Firm and year FE | Yes | Yes | Yes | Yes | Yes | Yes |
Note(s): ***p < 0.01, **p < 0.05, *p < 0.10. Column 1: ROA_vol3 winsorized at 95th percentile. Column 2: excludes 2020–2021. Column 3: ESG scores lagged two years. Column 4: restricted to firms with within-firm ESG standard deviation > 0.1. Column 5: semi-deviation as dependent variable. Column 6: non-SOE firms only (state ownership ≤50 per cent)
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