Descriptive statistics
| Variables | ROIC | ROE | ROA | EPS | ESG | E | S | G | β | Firm leverage | Firm size | Unsystematic risk | Moder_ESG_ Fsize | Moder_ENV_ Fsize | Moder_SOC_ Fsize | Moder_ GOV_Fsize |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Valid (N) | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 |
| Missing | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Mean | 2.622 | 3.374 | 1.374 | 3.123 | 48.859 | 42.467 | 51.835 | 50.209 | 0.831 | 295.429 | 25.418 | 0.335 | 0.307 | 0.379 | 0.264 | 0.191 |
| Median | 2.825 | 3.489 | 1.489 | 2.907 | 48.992 | 42.173 | 51.843 | 50.537 | 0.834 | 132.093 | 25.131 | 0.335 | −0.004 | 0.008 | 0.000 | −0.008 |
| Std. Deviation | 0.597 | 1.120 | 0.506 | 1.331 | 14.833 | 24.836 | 15.330 | 16.576 | 0.333 | 379.654 | 1.811 | 0.201 | 1.031 | 1.104 | 0.903 | 0.982 |
| Skewness | −0.640 | 0.238 | 0.451 | 0.630 | 0.037 | 0.071 | −0.287 | 0.079 | 1.358 | 2.412 | 0.572 | 0.327 | 2.013 | 1.472 | 1.859 | 2.055 |
| Kurtosis | 1.571 | 0.728 | 1.226 | 0.282 | 0.614 | −0.820 | 0.606 | 0.535 | 5.886 | 6.987 | 0.160 | −0.529 | 3.290 | 1.366 | 3.613 | 5.521 |
| Minimum | 0.447 | 0.300 | 0.200 | 0.445 | 3.830 | 0.000 | 2.187 | 7.087 | 0.205 | 1.048 | 20.220 | 0.008 | −1.219 | −1.244 | −1.346 | −1.705 |
| Maximum | 4.218 | 6.539 | 3.314 | 6.822 | 85.642 | 89.525 | 84.439 | 91.455 | 2.583 | 2070.446 | 29.412 | 0.823 | 3.801 | 3.970 | 3.571 | 4.028 |
| Variables | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | 152 | |
| 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | |
| 2.622 | 3.374 | 1.374 | 3.123 | 48.859 | 42.467 | 51.835 | 50.209 | 0.831 | 295.429 | 25.418 | 0.335 | 0.307 | 0.379 | 0.264 | 0.191 | |
| 2.825 | 3.489 | 1.489 | 2.907 | 48.992 | 42.173 | 51.843 | 50.537 | 0.834 | 132.093 | 25.131 | 0.335 | −0.004 | 0.008 | 0.000 | −0.008 | |
| 0.597 | 1.120 | 0.506 | 1.331 | 14.833 | 24.836 | 15.330 | 16.576 | 0.333 | 379.654 | 1.811 | 0.201 | 1.031 | 1.104 | 0.903 | 0.982 | |
| −0.640 | 0.238 | 0.451 | 0.630 | 0.037 | 0.071 | −0.287 | 0.079 | 1.358 | 2.412 | 0.572 | 0.327 | 2.013 | 1.472 | 1.859 | 2.055 | |
| 1.571 | 0.728 | 1.226 | 0.282 | 0.614 | −0.820 | 0.606 | 0.535 | 5.886 | 6.987 | 0.160 | −0.529 | 3.290 | 1.366 | 3.613 | 5.521 | |
| 0.447 | 0.300 | 0.200 | 0.445 | 3.830 | 0.000 | 2.187 | 7.087 | 0.205 | 1.048 | 20.220 | 0.008 | −1.219 | −1.244 | −1.346 | −1.705 | |
| 4.218 | 6.539 | 3.314 | 6.822 | 85.642 | 89.525 | 84.439 | 91.455 | 2.583 | 2070.446 | 29.412 | 0.823 | 3.801 | 3.970 | 3.571 | 4.028 |
Notes:
As shown in Table 2, the average ESG score of our sample firms is 48.859, which breaks down as 42.467 for EP, 51.835 for SP and 50.209 for corporate GP for 2015–2019. Nordic financial firms show higher scores for social and corporate GP than for EP. This is further confirmed with the high standard deviation compared to its peer variables S and G. Skewness and kurtosis show that the data of dependent variables are normally distributed, which is critical when running the FE regression. Furthermore, FP indicates a mean (median) of 2.622 (2.825) for ROIC, 3.374 (3.489) for ROE, 1.374 (1.489) for ROA and 3.123 (2.907) for EPS
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