ESG Reporting: Empirical Analysis of the Influence of Board Heterogeneity from an Emerging Market
Abstract
:1. Introduction
2. Theory and Hypotheses
2.1. Legal System and Corporate Governance in Emerging Markets
2.2. Directorate Interlocking
2.3. The Role of Institutional Investors in the Latin American Context
2.4. Determinants of Voluntary Disclosure
2.5. Hypotheses
3. Methodology
3.1. Data and Sample
3.2. Model
3.3. Empirical Strategy
4. Results and Discussion
4.1. General Results
4.2. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variable | P25 | P50 | P75 | Mean | Std. Dev |
---|---|---|---|---|---|
ESGD dummy | 0 | 0 | 1 | 0.2933 | 0.4556 |
Total Assets | 281 | 698.389 | 2380.74 | 3835.214 | 8258.969 |
Mg Ebitda | 0.11145 | 0.1740 | 0.2970 | 0.2190 | 0.1757 |
Rotact | 0.2072 | 0.4810 | 0.7482 | 0.6312 | 3.1732 |
Leverage | 0.5791 | 1.0145 | 1.7247 | 1.9834 | 3.0453 |
Degint | 0 | 0 | 1 | 0.4459 | 0.4974 |
Pricetobook | 0.7775 | 1.1953 | 1.8422 | 1.5200 | 1.3078 |
Liqbur | 0.0088 | 0.0617 | 0.1641 | 0.1159 | 0.1503 |
Teninst | 0 | 0.0094 | 0.0631 | 0.0433 | 0.0651 |
Degree centrality | 4 | 8 | 11 | 8.0280 | 4.9877 |
Closeness centrality | 0.3205 | 0.3596 | 0.3884 | 0.3392 | 0.0878 |
Betweenness centrality | 17.0426 | 86.1442 | 227.987 | 145.8848 | 160.4 |
Eigenvector centrality | 0.0024 | 0.0065 | 0.0114 | 0.0079 | 0.0068 |
Independent Variables and Controls | Degree Centrality | Closeness Centrality | Betweenness Centrality | Eigenvector Centrality | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | |
ln_assets | 1.812 *** | 1.731 *** | 1.831 *** | 1.827 *** | 1.731 *** | 1.848 *** | 1.666 *** | 1.710 *** | 1.672 *** | 1.839 *** | 1.749 *** | 1.881 *** |
(0.558) | (0.368) | (0.560) | (0.560) | (0.364) | (0.567) | (0.504) | (0.355) | (0.491) | (0.481) | (0.361) | (0.500) | |
(0.001) | (0.000) | (0.001) | (0.001) | (0.000) | (0.001) | (0.001) | (0.000) | (0.001) | (0.000) | (0.000) | (0.000) | |
mg_ebitda | 1.410 | −0.00869 | 1.254 | 1.194 | −0.0352 | 1.088 | −0.703 | −0.288 | −0.940 | 0.795 | −0.320 | 0.593 |
(2.595) | (1.921) | (2.617) | (2.730) | (1.946) | (2.760) | (2.587) | (2.169) | (2.716) | (2.671) | (1.991) | (2.705) | |
(0.587) | (0.996) | (0.632) | (0.662) | (0.986) | (0.693) | (0.786) | (0.894) | (0.729) | (0.766) | (0.872) | (0.827) | |
rotact | 0.942 | 1.764 | 0.942 | 1.058 | 1.760 | 1.055 | 0.844 | 1.125 | 0.799 | 0.692 | 1.697 | 0.685 |
(1.051) | (1.081) | (1.047) | (1.020) | (1.075) | (1.016) | (1.391) | (1.113) | (1.392) | (1.038) | (1.047) | (1.031) | |
(0.370) | (0.103) | (0.368) | (0.300) | (0.101) | (0.299) | (0.544) | (0.312) | (0.566) | (0.505) | (0.105) | (0.507) | |
ln_leverage | −1.213 ** | −0.830 *** | −1.249 ** | −1.270 ** | −0.836 *** | −1.308 ** | −1.134 ** | −1.118 *** | −1.176 *** | −1.394 ** | −0.873 *** | −1.489 ** |
(0.577) | (0.290) | (0.588) | (0.571) | (0.290) | (0.584) | (0.446) | (0.372) | (0.454) | (0.576) | (0.284) | (0.652) | |
(0.035) | (0.004) | (0.034) | (0.026) | (0.004) | (0.025) | (0.011) | (0.003) | (0.010) | (0.015) | (0.002) | (0.022) | |
dum_degint | 0.489 | 0.424 | 0.523 | 0.366 | 0.428 | 0.397 | 1.058 | 0.322 | 1.097 | 0.619 | 0.484 | 0.713 |
(1.843) | (0.669) | (1.816) | (1.818) | (0.663) | (1.773) | (1.748) | (0.680) | (1.672) | (1.767) | (0.671) | (1.746) | |
(0.791) | (0.526) | (0.773) | (0.840) | (0.519) | (0.823) | (0.545) | (0.636) | (0.512) | (0.726) | (0.470) | (0.683) | |
pricetobook | −0.156 | 0.305 | −0.0854 | −0.139 | 0.302 | −0.0728 | −0.256 | 0.373 | −0.177 | −0.0661 | 0.323 | 0.0458 |
(0.360) | (0.290) | (0.402) | (0.357) | (0.293) | (0.394) | (0.491) | (0.457) | (0.523) | (0.358) | (0.289) | (0.404) | |
(0.664) | (0.293) | (0.832) | (0.697) | (0.302) | (0.853) | (0.601) | (0.414) | (0.735) | (0.854) | (0.264) | (0.910) | |
liqbur | 4.890 ** | 4.926 *** | 5.116 ** | 5.238 ** | 4.873 *** | 5.539 ** | 9.307 *** | 6.771 *** | 9.964 *** | 4.924 ** | 4.799 *** | 5.222 ** |
(2.316) | (1.818) | (2.355) | (2.309) | (1.776) | (2.319) | (3.233) | (2.440) | (3.355) | (2.225) | (1.780) | (2.217) | |
(0.035) | (0.007) | (0.030) | (0.023) | (0.006) | (0.017) | (0.004) | (0.006) | (0.003) | (0.027) | (0.007) | (0.019) | |
ln_deg | −1.505 ** | −0.149 | −1.543 ** | |||||||||
(0.683) | (0.371) | (0.690) | ||||||||||
(0.028) | (0.687) | (0.025) | ||||||||||
ln_clo | −7.394 *** | −1.024 | −7.655 *** | |||||||||
(2.775) | (2.104) | (2.785) | ||||||||||
(0.008) | (0.626) | (0.006) | ||||||||||
ln_bet | −0.654 * | −0.101 | −0.675 * | |||||||||
(0.361) | (0.210) | (0.350) | ||||||||||
(0.070) | (0.631) | (0.054) | ||||||||||
ln_eig | −1.109 *** | −0.248 | −1.185 *** | |||||||||
(0.416) | (0.289) | (0.449) | ||||||||||
(0.008) | (0.391) | (0.008) | ||||||||||
_cons | −11.96 *** | −14.73 *** | −11.95 *** | −22.98 *** | −16.07 *** | −23.40 *** | −11.91 *** | −14.19 *** | −11.73 *** | −21.22 *** | −16.37 *** | −21.82 *** |
(4.022) | (3.560) | (4.128) | (5.240) | (3.855) | (5.379) | (3.780) | (3.137) | (3.790) | (4.747) | (3.671) | (5.331) | |
(0.003) | (0.000) | (0.004) | (0.000) | (0.000) | (0.000) | (0.002) | (0.000) | (0.002) | (0.000) | (0.000) | (0.000) | |
N | 222 | 270 | 222 | 222 | 270 | 222 | 195 | 231 | 195 | 222 | 270 | 222 |
Wald Chi2 | 63.51 | 31.53 | 82.62 | 62.37 | 31.85 | 85.59 | 54.64 | 34.30 | 68.98 | 71.46 | 32.13 | 85.09 |
Prob>Chi2 | 0.0000 | 0.0005 | 0.0000 | 0.0000 | 0.004 | 0.0000 | 0.0000 | 0.002 | 0.0000 | 0.0000 | 0.004 | 0.0000 |
Pseudo R2 | 0.5718 | 0.4694 | 0.5754 | 0.5730 | 0.4701 | 0.5768 | 0.5897 | 0.4898 | 0.5942 | 0.5846 | 0.4744 | 0.5910 |
FE sector | yes | - | yes | yes | - | yes | yes | - | yes | yes | - | yes |
FE year | - | yes | yes | - | yes | yes | - | yes | yes | - | yes | yes |
Independent Variables and Controls | Institutional Investor Participation | |||
---|---|---|---|---|
(1) | (2) | (3) | (4) | |
ln_assets | 1.545 *** | 1.623 *** | 1.562 *** | 1.636 *** |
(0.324) | (0.597) | (0.329) | (0.589) | |
(0.000) | (0.007) | (0.000) | (0.005) | |
mg_ebitda | −0.224 | 1.124 | −0.304 | 1.027 |
(1.797) | (2.512) | (1.774) | (2.504) | |
(0.901) | (0.655) | (0.864) | (0.682) | |
rotact | 1.255 | 0.510 | 1.289 | 0.550 |
(1.115) | (1.245) | (1.114) | (1.269) | |
(0.260) | (0.682) | (0.247) | (0.665) | |
ln_leverage | −0.620 ** | −0.908 ** | −0.632 ** | −0.922 ** |
(0.259) | (0.434) | (0.256) | (0.436) | |
(0.017) | (0.036) | (0.014) | (0.034) | |
dum_degint | 0.140 | −0.293 | 0.135 | −0.282 |
(0.605) | (1.752) | (0.608) | (1.727) | |
(0.818) | (0.867) | (0.825) | (0.870) | |
pricetobook | 0.167 | −0.161 | 0.190 | −0.130 |
(0.141) | (0.254) | (0.142) | (0.246) | |
(0.236) | (0.527) | (0.182) | (0.598) | |
liqbur | 2.904 ** | 3.069 * | 3.018 *** | 3.260 ** |
(1.187) | (1.682) | (1.153) | (1.633) | |
(0.014) | (0.068) | (0.009) | (0.046) | |
ten_inst | 8.239 ** | 7.896 | 8.452 ** | 8.364 |
(3.816) | (6.865) | (3.845) | (6.900) | |
(0.031) | (0.250) | (0.028) | (0.225) | |
_cons | −13.47 *** | −13.73 *** | −13.42 *** | −13.78 *** |
(3.041) | (3.691) | (3.041) | (3.736) | |
(0.000) | (0.000) | (0.000) | (0.000) | |
N | 302 | 245 | 302 | 245 |
Wald Chi2 | 37.73 | 50.51 | 38.95 | 55.43 |
Prob>Chi2 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
Pseudo R2 | 0.4933 | 0.5476 | 0.4974 | 0.5504 |
FE sector | - | yes | - | yes |
FE year | - | no | yes | yes |
Independent Variables and Controls | Degree Centrality | Closeness Centrality | Betweenness Centrality | Eigenvector Centrality | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | |
ln_assets | 1.731 *** | 1.559 *** | 1.743 *** | 1.751 *** | 1.556 *** | 1.765 *** | 1.512 *** | 1.518 *** | 1.506 *** | 1.777 *** | 1.583 *** | 1.812 *** |
(0.593) | (0.341) | (0.588) | (0.593) | (0.337) | (0.595) | (0.539) | (0.309) | (0.516) | (0.510) | (0.337) | (0.522) | |
(0.004) | (0.000) | (0.003) | (0.003) | (0.000) | (0.003) | (0.005) | (0.000) | (0.004) | (0.000) | (0.000) | (0.001) | |
mg_ebitda | 0.992 | −0.624 | 0.720 | 0.821 | −0.635 | 0.621 | −1.798 | −0.935 | −2.299 | 0.519 | −0.899 | 0.212 |
(2.633) | (1.812) | (2.667) | (2.779) | (1.872) | (2.812) | (2.651) | (2.093) | (2.890) | (2.687) | (1.920) | (2.724) | |
(0.706) | (0.731) | (0.787) | (0.768) | (0.734) | (0.825) | (0.498) | (0.655) | (0.426) | (0.847) | (0.639) | (0.938) | |
rotact | 0.759 | 1.363 | 0.716 | 0.874 | 1.363 | 0.836 | 0.270 | 0.721 | 0.115 | 0.570 | 1.310 | 0.526 |
(1.041) | (1.068) | (1.054) | (1.011) | (1.072) | (1.013) | (1.384) | (1.000) | (1.401) | (1.014) | (1.032) | (1.014) | |
(0.466) | (0.202) | (0.497) | (0.387) | (0.204) | (0.409) | (0.845) | (0.471) | (0.935) | (0.574) | (0.205) | (0.604) | |
ln_leverage | −1.212 ** | −0.782 *** | −1.262 ** | −1.263 ** | −0.789 *** | −1.313 ** | −1.115 ** | −1.012 *** | −1.176 ** | −1.381 ** | −0.829 *** | −1.490 ** |
(0.602) | (0.274) | (0.613) | (0.601) | (0.276) | (0.616) | (0.486) | (0.357) | (0.490) | (0.594) | (0.271) | (0.671) | |
(0.044) | (0.004) | (0.040) | (0.036) | (0.004) | (0.033) | (0.022) | (0.005) | (0.017) | (0.020) | (0.002) | (0.026) | |
dum_degint | 0.341 | 0.122 | 0.356 | 0.224 | 0.110 | 0.234 | 0.741 | 0.116 | 0.745 | 0.487 | 0.167 | 0.552 |
(1.829) | (0.639) | (1.787) | (1.801) | (0.637) | (1.736) | (1.615) | (0.637) | (1.513) | (1.773) | (0.640) | (1.725) | |
(0.852) | (0.848) | (0.842) | (0.901) | (0.863) | (0.893) | (0.647) | (0.856) | (0.623) | (0.783) | (0.795) | (0.749) | |
pricetobook | −0.113 | 0.373 | −0.0240 | −0.0999 | 0.366 | −0.0163 | −0.0856 | 0.492 | 0.0288 | −0.0352 | 0.389 | 0.0928 |
(0.355) | (0.283) | (0.413) | (0.350) | (0.285) | (0.403) | (0.519) | (0.468) | (0.562) | (0.351) | (0.280) | (0.409) | |
(0.749) | (0.188) | (0.954) | (0.775) | (0.200) | (0.968) | (0.869) | (0.293) | (0.959) | (0.920) | (0.165) | (0.820) | |
liqbur | 4.401 ** | 3.849 *** | 4.557 ** | 4.773 ** | 3.794 *** | 5.003 ** | 8.283 *** | 5.323 *** | 8.874 *** | 4.536 ** | 3.706 *** | 4.732 ** |
(2.068) | (1.381) | (2.043) | (2.072) | (1.357) | (2.014) | (2.894) | (2.017) | (2.945) | (1.956) | (1.363) | (1.895) | |
(0.033) | (0.005) | (0.026) | (0.021) | (0.005) | (0.013) | (0.004) | (0.008) | (0.003) | (0.020) | (0.007) | (0.013) | |
ten_inst | 5.196 | 8.841 ** | 6.083 | 4.945 | 8.748 ** | 5.760 | 8.323 | 7.532 * | 9.402 | 3.849 | 8.670 ** | 4.814 |
(5.773) | (4.109) | (5.791) | (5.920) | (4.080) | (5.867) | (6.996) | (4.525) | (6.702) | (5.878) | (4.127) | (5.635) | |
(0.368) | (0.031) | (0.293) | (0.404) | (0.032) | (0.326) | (0.234) | (0.096) | (0.161) | (0.513) | (0.036) | (0.393) | |
ln_deg | −1.418 ** | −0.244 | −1.448 ** | |||||||||
(0.679) | (0.378) | (0.676) | ||||||||||
(0.037) | (0.519) | (0.032) | ||||||||||
ln_clo | −7.038 ** | −1.367 | −7.257 ** | |||||||||
(2.841) | (2.183) | (2.821) | ||||||||||
(0.013) | (0.531) | (0.010) | ||||||||||
ln_bet | −0.651 * | −0.125 | −0.664 * | |||||||||
(0.358) | (0.213) | (0.342) | ||||||||||
(0.069) | (0.557) | (0.052) | ||||||||||
ln_eig | −1.064 ** | −0.273 | −1.132 ** | |||||||||
(0.422) | (0.299) | (0.447) | ||||||||||
(0.012) | (0.363) | (0.011) | ||||||||||
_cons | −11.75 *** | −13.21 *** | −11.74 *** | −22.21 *** | −15.05 *** | −22.56 *** | −10.93 *** | −12.62 *** | −10.74 *** | −20.65 *** | −15.19 *** | −21.19 *** |
(4.106) | (3.251) | (4.215) | (5.605) | (3.839) | (5.706) | (3.989) | (2.753) | (3.992) | (4.976) | (3.645) | (5.476) | |
(0.004) | (0.000) | (0.005) | (0.000) | (0.000) | (0.000) | (0.006) | (0.000) | (0.007) | (0.000) | (0.000) | (0.000) | |
N | 222 | 270 | 222 | 222 | 270 | 222 | 195 | 231 | 195 | 222 | 270 | 222 |
Wald Chi2 | 69.25 | 37.02 | 79.82 | 67.91 | 37.36 | 79.79 | 57.42 | 41.09 | 64.77 | 74.47 | 37.19 | 81.66 |
Prob>Chi2 | 0.0000 | 0.0001 | 0.0000 | 0.0000 | 0.0001 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0001 | 0.0000 |
Pseudo R2 | 0.5745 | 0.4929 | 0.5791 | 0.5755 | 0.4932 | 0.5802 | 0.5964 | 0.5064 | 0.6025 | 0.5861 | 0.4971 | 0.5933 |
FE sector | yes | - | yes | yes | - | yes | yes | - | yes | yes | - | yes |
FE year | - | yes | yes | - | yes | yes | - | yes | yes | - | yes | yes |
Independent Variables and Controls | Degree Centrality | Closeness Centrality | Betweenness Centrality | Eigenvector Centrality | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) | |
ln_assets | 1.731 *** | 1.812 *** | 1.743 *** | 1.831 *** | 1.751 *** | 1.827 *** | 1.765 *** | 1.848 *** | 1.512 *** | 1.666 *** | 1.506 *** | 1.672 *** | 1.777 *** | 1.839 *** | 1.812 *** | 1.881 *** |
(0.301) | (0.291) | (0.303) | (0.294) | (0.305) | (0.295) | (0.308) | (0.298) | (0.312) | (0.297) | (0.309) | (0.296) | (0.301) | (0.289) | (0.308) | (0.298) | |
(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) | |
mg_ebitda | 0.992 | 1.410 | 0.720 | 1.254 | 0.821 | 1.194 | 0.621 | 1.088 | −1.798 | −0.703 | −2.299 | −0.940 | 0.519 | 0.795 | 0.212 | 0.593 |
(0.298) | (2.082) | (2.166) | (2.107) | (2.088) | (2.041) | (2.125) | (2.064) | (2.763) | (2.605) | (2.885) | (2.681) | (2.049) | (2.008) | (2.096) | (2.040) | |
(0.640) | (0.498) | (0.739) | (0.552) | (0.694) | (0.559) | (0.770) | (0.598) | (0.515) | (0.787) | (0.425) | (0.726) | (0.800) | (0.692) | (0.920) | (0.771) | |
rotact | 0.759 | 0.942 | 0.716 | 0.942 | 0.874 | 1.058 | 0.836 | 1.055 | 0.270 | 0.844 | 0.115 | 0.799 | 0.570 | 0.692 | 0.526 | 0.685 |
(1.263) | (1.229) | (1.284) | (1.236) | (1.210) | (1.169) | (1.224) | (1.170) | (1.600) | (1.532) | (1.634) | (1.551) | (1.153) | (1.121) | (1.166) | (1.123) | |
(0.548) | (0.443) | (0.577) | (0.446) | (0.470) | (0.365) | (0.495) | (0.367) | (0.866) | (0.582) | (0.944) | (0.606) | (0.621) | (0.537) | (0.652) | (0.542) | |
ln_leverage | −1.212 *** | −1.213 *** | −1.262 *** | −1.249 *** | −1.263 *** | −1.270 *** | −1.313 *** | −1.308 *** | −1.115 ** | −1.134 ** | −1.176 ** | −1.176 ** | −1.381 *** | −1.394 *** | −1.490 *** | −1.489 *** |
(0.451) | (0.446) | (0.461) | (0.453) | (0.455) | (0.450) | (0.464) | (0.456) | (0.460) | (0.458) | (0.473) | (0.468) | (0.470) | (0.468) | (0.497) | (0.493) | |
(0.007) | (0.007) | (0.006) | (0.006) | (0.005) | (0.005) | (0.005) | (0.004) | (0.015) | (0.013) | (0.013) | (0.012) | (0.003) | (0.003) | (0.003) | (0.003) | |
dum_degint | 0.341 | 0.489 | 0.356 | 0.523 | 0.224 | 0.366 | 0.234 | 0.397 | 0.741 | 1.058 | 0.745 | 1.097 | 0.487 | 0.619 | 0.552 | 0.713 |
(0.794) | (0.772) | (0.795) | (0.774) | (0.780) | (0.759) | (0.778) | (0.758) | (0.848) | (0.817) | (0.847) | (0.815) | (0.804) | (0.780) | (0.809) | (0.789) | |
(0.668) | (0.527) | (0.654) | (0.499) | (0.774) | (0.630) | (0.764) | (0.601) | (0.382) | (0.195) | (0.379) | (0.178) | (0.545) | (0.428) | (0.495) | (0.366) | |
pricetobook | −0.113 | −0.156 | −0.0240 | −0.0854 | −0.0999 | −0.139 | −0.0163 | −0.0728 | −0.0856 | −0.256 | 0.0288 | −0.177 | −0.0352 | −0.0661 | 0.0928 | 0.0458 |
(0.246) | (0.251) | (0.259) | (0.263) | (0.250) | (0.255) | (0.262) | (0.265) | (0.372) | (0.341) | (0.388) | (0.354) | (0.264) | (0.270) | (0.278) | (0.283) | |
(0.645) | (0.534) | (0.926) | (0.745) | (0.689) | (0.586) | (0.950) | (0.784) | (0.818) | (0.452) | (0.941) | (0.617) | (0.894) | (0.806) | (0.739) | (0.872) | |
liqbur | 4.401 ** | 4.890 ** | 4.557 ** | 5.116 *** | 4.773 ** | 5.238 *** | 5.003 ** | 5.539 *** | 8.283 *** | 9.307 *** | 8.874 *** | 9.964 *** | 4.536 ** | 4.924 ** | 4.732 ** | 5.222 *** |
(1.950) | (1.905) | (1.969) | (1.939) | (1.986) | (1.928) | (2.005) | (1.960) | (2.894) | (2.719) | (3.027) | (2.852) | (2.065) | (1.994) | (2.073) | (2.016) | |
(0.024) | (0.010) | (0.021) | (0.008) | (0.016) | (0.007) | (0.013) | (0.005) | (0.004) | (0.001) | (0.003) | (0.000) | (0.028) | (0.014) | (0.022) | (0.010) | |
ten_inst | 5.196 | 6.083 | 4.945 | 5.760 | 8.323 | 9.402 | 3.849 | 4.814 | ||||||||
(5.849) | (5.959) | (5.813) | (5.896) | (6.470) | (6.595) | (5.838) | (5.909) | |||||||||
(0.374) | (0.307) | (0.395) | (0.329) | (0.198) | (0.154) | (0.510) | (0.415) | |||||||||
ln_deg | −1.418 *** | −1.505 *** | −1.448 *** | −1.543 *** | ||||||||||||
(0.468) | (0.474) | (0.473) | (0.482) | |||||||||||||
(0.002) | (0.001) | (0.002) | (0.001) | |||||||||||||
ln_clo | −7.038 *** | −7.394 *** | −7.257 *** | −7.655 *** | ||||||||||||
(2.257) | (2.263) | (2.306) | (2.322) | |||||||||||||
(0.002) | (0.001) | (0.002) | (0.001) | |||||||||||||
ln_bet | −0.651 ** | −0.654 ** | −0.664 ** | −0.675 ** | ||||||||||||
(0.283) | (0.285) | (0.286) | (0.289) | |||||||||||||
(0.021) | (0.022) | (0.020) | (0.020) | |||||||||||||
ln_eig | −1.064 *** | −1.109 *** | −1.132 *** | −1.185 *** | ||||||||||||
(0.298) | (0.296) | (0.310) | (0.310) | |||||||||||||
(0.000) | (0.000) | (0.000) | (0.000) | |||||||||||||
_cons | −11.75 *** | −11.96 *** | −11.74 *** | −11.95 *** | −22.21 *** | −22.98 *** | −22.56 *** | −23.40 *** | −10.93 *** | −11.91 *** | −10.74 *** | −11.73 *** | −20.65 *** | −21.22 *** | −21.19 *** | −21.82 *** |
(2.681) | (2.651) | (2.714) | (2.675) | (4.335) | (4.290) | (4.436) | (4.397) | (3.247) | (3.160) | (3.254) | (3.154) | (3.765) | (3.703) | (3.919) | (3.868) | |
(0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.001) | (0.000) | (0.001) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | |
N | 222 | 222 | 222 | 222 | 222 | 222 | 222 | 222 | 195 | 195 | 195 | 195 | 222 | 222 | 222 | 222 |
Wald Chi2 | 173.06 | 172.23 | 174.44 | 173.32 | 173.35 | 172.59 | 174.76 | 173.76 | 157.87 | 156.09 | 159.49 | 157.29 | 176.55 | 176.10 | 178.73 | 178.03 |
Prob>Chi2 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
Pseudo R2 | 0.5745 | 0.5718 | 0.5791 | 0.5754 | 0.5755 | 0.5730 | 0.5802 | 0.5768 | 0.5964 | 0.5897 | 0.6025 | 0.5942 | 0.5861 | 0.5846 | 0.5933 | 0.5910 |
LR Chi2 | − | 0.76 | − | 1.01 | − | 0.84 | − | 1.12 | - | 1.80 | - | 2.23 | - | 0.45 | - | 0.11 |
Prob>Chi2 | - | 0.3842 | - | 0.3158 | - | 0.3605 | - | 0.2908 | - | 0.4059 | - | 0.3274 | - | 0.5013 | - | 0.7451 |
FE sector | yes | yes | yes | yes | yes | yes | yes | yes | yes | yes | yes | yes | yes | yes | yes | yes |
FE year | - | - | yes | yes | - | yes | - | yes | - | yes | - | yes | - | yes | - | yes |
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Lavin, J.F.; Montecinos-Pearce, A.A. ESG Reporting: Empirical Analysis of the Influence of Board Heterogeneity from an Emerging Market. Sustainability 2021, 13, 3090. https://doi.org/10.3390/su13063090
Lavin JF, Montecinos-Pearce AA. ESG Reporting: Empirical Analysis of the Influence of Board Heterogeneity from an Emerging Market. Sustainability. 2021; 13(6):3090. https://doi.org/10.3390/su13063090
Chicago/Turabian StyleLavin, Jaime F., and Alejandro A. Montecinos-Pearce. 2021. "ESG Reporting: Empirical Analysis of the Influence of Board Heterogeneity from an Emerging Market" Sustainability 13, no. 6: 3090. https://doi.org/10.3390/su13063090
APA StyleLavin, J. F., & Montecinos-Pearce, A. A. (2021). ESG Reporting: Empirical Analysis of the Influence of Board Heterogeneity from an Emerging Market. Sustainability, 13(6), 3090. https://doi.org/10.3390/su13063090