
Figure 1:
Thematic areas of ESG implementation in hospitality
Table 1:
Descriptive statistics
| ESG | Mcap | x1 | x2 | x3 | x4 | x5 | x6 | x7 | x8 | x9 | x10 | x11 | x12 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean | 28.1 | 6209263153.7 | 2.4 | 20.7 | 2.8 | 13.3 | 0.1 | 0.2 | 0.0 | 0.2 | 3.6 | 1.3 | 130.6 | 1.3 |
| St. Error | 0.6 | 1524382351.7 | 0.4 | 16.9 | 0.2 | 1.4 | 0.0 | 0.0 | 0.0 | 0.1 | 0.7 | 0.2 | 56.2 | 0.1 |
| Median | 28.1 | 2339305764.0 | 1.5 | 2.2 | 2.4 | 10.5 | 0.1 | 0.2 | 0.0 | 0.1 | 1.6 | 0.9 | 10.3 | 1.2 |
| St. Dev. | 4.5 | 12099409816.8 | 2.9 | 123.0 | 1.8 | 10.2 | 0.2 | 0.2 | 0.0 | 0.4 | 4.7 | 1.5 | 413.3 | 0.7 |
| Min. | 17.0 | 78240000.0 | 0.1 | 0.4 | 0.2 | 0.5 | -0.2 | -0.7 | 0.0 | -0.8 | 0.0 | 0.2 | -13.5 | 0.2 |
| Max. | 38.1 | 71680000000.0 | 18.2 | 899.0 | 9.7 | 72.0 | 1.1 | 0.7 | 0.1 | 1.9 | 20.4 | 10.2 | 2522.2 | 3.0 |
| Count | 63.0 | 63.0 | 57.0 | 53.0 | 57.0 | 56.0 | 56.0 | 56.0 | 54.0 | 48.0 | 50.0 | 54.0 | 54.0 | 56.0 |
Table 2:
Correlation matrix
| Variables | ESG | Mcap | x1 | x2 | x3 | x4 | x5 | x6 | x7 | x8 | x9 | x10 | x11 | x12 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ESG | 1.000 | |||||||||||||
| Mcap | -0.717 (0.000) | 1.000 | ||||||||||||
| x1 | -0.084 (0.536) | 0.132 (0.327) | 1.000 | |||||||||||
| x2 | -0.109 (0.439) | 0.055 (0.696) | 0.093 (0.509) | 1.000 | ||||||||||
| x3 | -0.304 (0.022) | 0.263 (0.048) | 0.521 (0.000) | 0.198 (0.155) | 1.000 | |||||||||
| x4 | -0.024 (0.862) | 0.155 (0.255) | -0.028 (0.837) | 0.061 (0.667) | 0.241 (0.073) | 1.000 | ||||||||
| x5 | -0.204 (0.132) | 0.293 (0.029) | 0.854 (0.000) | 0.179 (0.203) | 0.267 (0.046) | -0.259 (0.056) | 1.000 | |||||||
| x6 | -0.361 (0.006) | 0.486 (0.000) | 0.194 (0.152) | 0.390 (0.004) | 0.511 (0.000) | 0.062 (0.652) | 0.281 (0.036) | 1.000 | ||||||
| x7 | -0.315 (0.020) | 0.315 (0.020) | 0.124 (0.372) | 0.362 (0.010) | 0.508 (0.000) | -0.117 (0.405) | 0.282 (0.038) | 0.484 (0.000) | 1.000 | |||||
| x8 | -0.313 (0.030) | 0.132 (0.369) | 0.096 (0.514) | 0.818 (0.000) | 0.163 (0.268) | -0.400 (0.005) | 0.233 (0.111) | 0.225 (0.123) | 0.578 (0.000) | 1.000 | ||||
| x9 | -0.034 (0.815) | 0.019 (0.898) | -0.240 (0.101) | 0.573 (0.000) | -0.035 (0.811) | 0.234 (0.113) | -0.305 (0.035) | 0.009 (0.950) | -0.017 (0.912) | 0.351 (0.017) | 1.000 | |||
| x10 | 0.188 (0.173) | -0.148 (0.286) | 0.679 (0.000) | -0.041 (0.779) | -0.198 (0.150) | -0.143 (0.307) | 0.622 (0.000) | -0.134 (0.334) | -0.237 (0.085) | -0.122 (0.410) | -0.242 (0.106) | 1.000 | ||
| x11 | 0.199 (0.149) | -0.140 (0.313) | -0.063 (0.652) | -0.052 (0.721) | -0.170 (0.218) | -0.008 (0.954) | 0.002 (0.991) | -0.079 (0.568) | -0.029 (0.838) | 0.035 (0.820) | -0.136 (0.366) | -0.002 (0.992) | 1.000 | |
| x12 | -0.012 (0.928) | 0.058 (0.670) | -0.464 (0.000) | -0.006 (0.965) | -0.230 (0.088) | 0.047 (0.734) | -0.462 (0.000) | -0.042 (0.756) | -0.080 (0.564) | 0.057 (0.703) | 0.617 (0.000) | -0.391 (0.004) | -0.313 (0.021) | 1.000 |
Table 3:
Results of the estimated model
| Source | SS | df | MS | Number of obs | = | 48 |
|---|---|---|---|---|---|---|
| F(3, 44) | = | 5.88 | ||||
| Model | 219.472967 | 3 | 73.1576558 | Prob > F | = | 0.0018 |
| Residual | 547.866824 | 44 | 12.4515187 | R-squared | = | 0.2860 |
| Adj R-squared | = | 0.2373 | ||||
| Total | 767.339792 | 47 | 16.3263785 | Root MSE | = | 3.5287 |
| ESG | Coefficient | Std. err. | t | P>|t| | [95% conf. interval] | |
| x3 | -1.464417 | 0.4480518 | -3.27 | 0.002 | -2.367407 | -0.5614283 |
| x7 | 44.90196 | 23.09605 | 1.94 | 0.058 | -1.645074 | 91.449 |
| x8 | -4.44254 | 1.631259 | -2.72 | 0.009 | -7.730126 | -1.154953 |
| _cons | 30.98511 | 1.194589 | 25.94 | 0.000 | 28.57758 | 33.39265 |
Table 5:
Results of the estimated model after the bootstrap method
| Source | SS | df | MS | Number of obs | = | 48 |
|---|---|---|---|---|---|---|
| Replications | = | 1000 | ||||
| Model | 219.472967 | 3 | 73.1576558 | Wald chi2(3) | = | 17.18 |
| Residual | 547.866824 | 44 | 12.4515187 | Prob > chi2 | = | 0.0006 |
| R-squared | = | 0.2860 | ||||
| Total | 767.339792 | 47 | 16.3263785 | Adj R-squared | = | 0.2373 |
| Root MSE | = | 3.5287 | ||||
| ESG | Coefficient | Bootstrap std. err. | t | P>|t| | [95% conf. interval] | |
| x3 | -1.464417 | 0.3656436 | -4.01 | 0.000 | -2.181066 | -0.7477691 |
| x7 | 44.90196 | 22.88734 | 1.96 | 0.050 | 0.0436008 | 89.76032 |
| x8 | -4.44254 | 2.527524 | -1.76 | 0.079 | -9.396396 | 0.5113168 |
| _cons | 30.98511 | 0.9925105 | 31.22 | 0.000 | 29.03983 | 32.9304 |