Top Management Team Heterogeneity, Top Management Incentives, and ESG Performance: Evidence from Chinese Listed Companies
Abstract
:1. Introduction
2. Literature Review
2.1. Top Management Team (TMT) Heterogeneity
2.2. Influencing Factors of Corporate ESG Performance
2.3. Top Management Incentives
3. Hypotheses Development
3.1. Top Management Team (TMT) Heterogeneity and Corporate ESG Performance
3.1.1. Gender Heterogeneity and Corporate ESG Performance
3.1.2. Functional Background Heterogeneity and Corporate ESG Performance
3.1.3. Overseas Background Heterogeneity and Corporate ESG Performance
3.2. The Moderating Role of Top Management Incentives
3.2.1. Monetary Compensation Incentives
3.2.2. Equity Incentive
3.2.3. Control Right Incentives
3.3. Theoretical Model
4. Research Design
4.1. Regression Models
4.2. Main Variables
4.2.1. Dependent Variable
4.2.2. Independent Variable
4.2.3. Moderator Variables
4.2.4. Control Variables
4.3. Sample and Data
5. Empirical Testing
5.1. Descriptive Statistics
5.2. Correlation Analysis
5.3. Test Results of Hypotheses
5.3.1. Top Management Team (TMT) Heterogeneity and Corporate ESG Performance
5.3.2. The Moderating Effect of Top Management Incentives
6. Robustness Tests
6.1. Change of ESG Rating Criteria
6.2. Change of the Measurement of Monetary Compensation Incentives
6.3. Change of the Measurement of Control Right Incentives
7. Endogenous Treatment
7.1. SYS-GMM Model Test
7.2. Instrumental Variable Test
8. Conclusions and Recommendations
8.1. Conclusions
8.2. Recommendations
9. Limitations and Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable | Explanation | Definition |
---|---|---|
ESG | ESG score | ESG composite score in Bloomberg database |
E | Environmental score | Environmental score in Bloomberg database |
S | Social score | Social score in Bloomberg database |
G | Governance score | Governance score in Bloomberg database |
Hgen | Gender heterogeneity | Herfindahl–Hirschman coefficient, gender: 1 = male, 0 = female |
Hfun | Functional background heterogeneity | Herfindahl–Hirschman coefficient, functional background: 1 = Production, 2 = R&D, 3 = Design, 4 = Human resources, 5 = Management, 6 = Marketing, 7 = Finance, 8 = Law |
Hoversea | Overseas background heterogeneity | Herfindahl–Hirschman coefficient, overseas background: 1 = Working abroad, 2 = Studying abroad, 3 = No overseas background |
Salary | Compensation incentives | The natural logarithm of the sum of top three highest-paid executives’ salaries |
Equity | Equity incentives | Total shares owned by the manager divided by firm total outstanding shares |
Control | Control right incentives | A dummy variable, the value is 1 when a CEO simultaneously chairs the board, and 0 otherwise. |
Size | Firm size | The natural logarithm of total assets at the fiscal year end |
Lev | Financial leverage | The proportion of total liabilities to total assets |
Cfo | Cash flow | The proportion of net cash flow from operations to total assets |
ROA | Return on assets | The proportion of net income to total assets |
Growth | Growth rate | The proportion of operating income changes to operating income in the previous period at every year end |
LnAge | Listed years | The natural logarithm of the firm’s listed years plus one |
Top1 | Ownership concentration | The shareholding proportion of the firm’s largest shareholder |
Board | Board size | The natural logarithm of the total number of board members |
Indep | Ratio of independent directors | The ratio of number of independent directors to number of directors on the board |
Year | Year dummy variable | Year fixed effects |
Industry | Industry dummy variable | Industry fixed effects, based on guidelines for the industry category of Chinese listed firms in 2012 |
Firm | Firm dummy variable | Firm fixed effects |
Variable | Obs. | Mean | S.D. | Minimum | Median | Maximum |
---|---|---|---|---|---|---|
ESG | 5879 | 29.716 | 9.695 | 8.678 | 28.559 | 67.639 |
Hgen | 5879 | 0.192 | 0.180 | 0.000 | 0.219 | 0.500 |
Hfun | 5879 | 0.673 | 0.101 | 0.278 | 0.694 | 0.815 |
Hoversea | 5879 | 0.080 | 0.143 | 0.000 | 0.000 | 0.490 |
Salary | 5879 | 14.635 | 0.757 | 11.791 | 14.578 | 18.049 |
Equity | 5879 | 0.041 | 0.105 | 0.000 | 0.000 | 0.800 |
Control | 5879 | 0.234 | 0.423 | 0.000 | 0.000 | 1.000 |
Size | 5879 | 22.881 | 1.211 | 20.379 | 22.754 | 26.059 |
Lev | 5879 | 0.448 | 0.194 | 0.060 | 0.453 | 0.908 |
Cfo | 5879 | 0.061 | 0.066 | −0.114 | 0.057 | 0.242 |
ROA | 5879 | 0.046 | 0.063 | −0.193 | 0.038 | 0.216 |
Growth | 5879 | 0.149 | 0.340 | −0.471 | 0.099 | 2.074 |
LnAge | 5879 | 2.469 | 0.550 | 1.099 | 2.565 | 3.296 |
TOP1 | 5879 | 0.353 | 0.150 | 0.087 | 0.335 | 0.770 |
Board | 5879 | 2.327 | 0.236 | 1.792 | 2.303 | 2.944 |
Indep | 5879 | 0.381 | 0.074 | 0.250 | 0.364 | 0.600 |
ESG | Hgen | Hfun | Hoversea | Size | Lev | Cfo | ROA | Growth | LnAge | TOP1 | Board | Indep | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ESG | 1 | ||||||||||||
Hgen | 0.614 *** | 1 | |||||||||||
Hfun | 0.634 *** | 0.619 *** | 1 | ||||||||||
Hoversea | 0.660 *** | 0.701 *** | 0.706 *** | 1 | |||||||||
Size | 0.736 *** | 0.572 *** | 0.606 *** | 0.655 *** | 1 | ||||||||
Lev | 0.653 *** | 0.549 *** | 0.603 *** | 0.648 *** | 0.787 *** | 1 | |||||||
Cfo | 0.636 *** | 0.635 *** | 0.594 *** | 0.661 *** | 0.612 *** | 0.516 *** | 1 | ||||||
ROA | 0.600 *** | 0.655 *** | 0.612 *** | 0.667 *** | 0.568 *** | 0.408 *** | 0.766 *** | 1 | |||||
Growth | 0.587 *** | 0.631 *** | 0.615 *** | 0.678 *** | 0.611 *** | 0.593 *** | 0.641 *** | 0.735 *** | 1 | ||||
LnAge | 0.703 *** | 0.574 *** | 0.567 *** | 0.615 *** | 0.731 *** | 0.690 *** | 0.605 *** | 0.545 *** | 0.534 *** | 1 | |||
TOP1 | 0.628 *** | 0.594 *** | 0.598 *** | 0.617 *** | 0.664 *** | 0.629 *** | 0.627 *** | 0.630 *** | 0.595 *** | 0.595 *** | 1 | ||
Board | 0.645 *** | 0.578 *** | 0.617 *** | 0.648 *** | 0.675 *** | 0.665 *** | 0.582 *** | 0.545 *** | 0.576 *** | 0.673 *** | 0.595 *** | 1 | |
Indep | 0.597 *** | 0.628 *** | 0.610 *** | 0.657 *** | 0.601 *** | 0.583 *** | 0.621 *** | 0.633 *** | 0.605 *** | 0.555 *** | 0.626 *** | 0.565 *** | 1 |
Variable | VIF | 1/VIF |
---|---|---|
Hgen | 2.59 | 0.385957 |
Hfun | 2.61 | 0.382762 |
Hoversea | 3.44 | 0.290436 |
Size | 4.26 | 0.234731 |
Lev | 4.63 | 0.215915 |
Cfo | 3.91 | 0.255824 |
ROA | 4.89 | 0.189155 |
Growth | 3.05 | 0.327742 |
LnAge | 2.91 | 0.343958 |
TOP1 | 2.58 | 0.387751 |
Board | 2.60 | 0.384885 |
Indep | 2.42 | 0.413000 |
Mean VIF | 3.00 |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
ESG | E | S | G | |
Hgen | 1.529 *** | 0.764 | 3.541 *** | 1.324 *** |
(3.222) | (1.292) | (4.808) | (3.590) | |
Size | 1.697 *** | 2.181 *** | 1.823 *** | 0.740 *** |
(16.993) | (17.773) | (11.700) | (9.577) | |
Lev | −1.886 *** | −2.764 *** | −4.274 *** | 1.749 *** |
(−3.253) | (−3.850) | (−4.636) | (3.785) | |
Cfo | 1.563 | 3.400 * | 2.857 | −1.385 |
(1.025) | (1.772) | (1.200) | (−1.126) | |
ROA | 2.989 | 0.993 | 5.047 * | 0.436 |
(1.628) | (0.431) | (1.759) | (0.302) | |
Growth | −0.837 *** | −0.849 ** | −1.298 *** | −0.341 * |
(−3.068) | (−2.544) | (−3.011) | (−1.652) | |
LnAge | 0.943 *** | 0.256 | 0.875 *** | 2.097 *** |
(5.357) | (1.146) | (3.187) | (15.345) | |
TOP1 | 1.223 ** | 1.254 * | 2.060 ** | 0.977 ** |
(2.014) | (1.740) | (2.117) | (2.118) | |
Board | 0.991 *** | 1.212 *** | 1.699 *** | 0.017 |
(2.737) | (2.659) | (3.093) | (0.059) | |
Indep | 0.034 | −0.017 | −0.303 | −1.033 |
(0.030) | (−0.012) | (−0.172) | (−1.121) | |
_cons | −26.933 *** | −47.659 *** | −31.729 *** | 22.321 *** |
(−12.426) | (−17.928) | (−9.339) | (13.406) | |
Year | Yes | Yes | Yes | Yes |
Industry | Yes | Yes | Yes | Yes |
Firm | Yes | Yes | Yes | Yes |
N | 5879 | 5879 | 5879 | 5879 |
Adj.R2 | 0.251 | 0.240 | 0.136 | 0.195 |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
ESG | E | S | G | |
Hfun | 3.055 *** | 4.272 *** | 3.159 ** | 0.720 |
(3.726) | (4.402) | (2.363) | (1.108) | |
Size | 1.705 *** | 2.196 *** | 1.829 *** | 0.740 *** |
(17.077) | (17.926) | (11.700) | (9.572) | |
Lev | −2.086 *** | −2.948 *** | −4.616 *** | 1.635 *** |
(−3.612) | (−4.115) | (−5.031) | (3.529) | |
Cfo | 1.746 | 3.580 * | 3.153 | −1.289 |
(1.149) | (1.873) | (1.326) | (−1.049) | |
ROA | 2.856 | 0.776 | 4.955 * | 0.427 |
(1.565) | (0.339) | (1.728) | (0.296) | |
Growth | −0.805 *** | −0.830 ** | −1.229 *** | −0.315 |
(−2.967) | (−2.497) | (−2.856) | (−1.526) | |
LnAge | 0.981 *** | 0.346 | 0.864 *** | 2.081 *** |
(5.579) | (1.553) | (3.142) | (15.042) | |
TOP1 | 1.163 * | 1.221 * | 1.926 ** | 0.927 ** |
(1.914) | (1.698) | (1.974) | (2.005) | |
Board | 0.887 ** | 1.127 ** | 1.505 *** | −0.050 |
(2.469) | (2.495) | (2.750) | (−0.172) | |
Indep | 0.051 | −0.038 | −0.220 | −0.997 |
(0.045) | (−0.027) | (−0.125) | (−1.082) | |
_cons | −28.443 *** | −50.378 *** | −32.421 *** | 22.392 *** |
(−12.806) | (−18.532) | (−9.273) | (12.946) | |
Year | Yes | Yes | Yes | Yes |
Industry | Yes | Yes | Yes | Yes |
Firm | Yes | Yes | Yes | Yes |
N | 5879 | 5879 | 5879 | 5879 |
Adj.R2 | 0.251 | 0.242 | 0.133 | 0.193 |
(1) | (2) | (3) | (4) | |
---|---|---|---|---|
ESG | E | S | G | |
Hoversea | 1.676 *** | 2.059 *** | 2.652 *** | 0.541 |
(2.647) | (2.615) | (2.759) | (1.230) | |
Size | 1.686 *** | 2.170 *** | 1.805 *** | 0.735 *** |
(16.913) | (17.721) | (11.587) | (9.522) | |
Lev | −1.995 *** | −2.822 *** | −4.525 *** | 1.656 *** |
(−3.437) | (−3.922) | (−4.897) | (3.581) | |
Cfo | 1.449 | 3.198 * | 2.737 | −1.377 |
(0.945) | (1.658) | (1.144) | (−1.116) | |
ROA | 3.185 * | 1.208 | 5.383 * | 0.518 |
(1.729) | (0.522) | (1.868) | (0.360) | |
Growth | −0.845 *** | −0.880 *** | −1.291 *** | −0.328 |
(−3.106) | (−2.647) | (−2.987) | (−1.584) | |
LnAge | 0.966 *** | 0.313 | 0.882 *** | 2.083 *** |
(5.523) | (1.407) | (3.227) | (15.046) | |
TOP1 | 1.325 ** | 1.421 ** | 2.181 ** | 0.980 ** |
(2.176) | (1.969) | (2.235) | (2.105) | |
Board | 0.953 *** | 1.214 *** | 1.589 *** | −0.032 |
(2.649) | (2.682) | (2.906) | (−0.110) | |
Indep | 0.132 | 0.067 | −0.110 | −0.974 |
(0.116) | (0.048) | (−0.063) | (−1.057) | |
_cons | −26.483 *** | −47.599 *** | −30.519 *** | 22.834 *** |
(−12.192) | (−17.943) | (−8.925) | (13.761) | |
Year | Yes | Yes | Yes | Yes |
Industry | Yes | Yes | Yes | Yes |
Firm | Yes | Yes | Yes | Yes |
N | 5879 | 5879 | 5879 | 5879 |
Adj.R2 | 0.251 | 0.241 | 0.133 | 0.193 |
(1) | (2) | (3) | |
---|---|---|---|
ESG | ESG | ESG | |
Salary | 0.623 *** | −1.422 * | 0.789 *** |
(3.314) | (−1.717) | (5.297) | |
Hgen | −27.476 *** | ||
(−2.744) | |||
Hgen × Salary | 1.974 *** | ||
(2.844) | |||
Hfun | −49.721 *** | ||
(−2.844) | |||
Hfun × Salary | 3.616 *** | ||
(2.982) | |||
Hoversea | −34.345 ** | ||
(−2.558) | |||
Hoversea × Salary | 2.352 ** | ||
(2.561) | |||
Size | 1.453 *** | 1.458 *** | 1.462 *** |
(14.186) | (14.221) | (14.187) | |
Lev | −1.792 *** | −2.001 *** | −1.909 *** |
(−3.087) | (−3.445) | (−3.264) | |
Cfo | 0.384 | 0.674 | 0.501 |
(0.251) | (0.441) | (0.325) | |
ROA | 0.924 | 0.552 | 0.935 |
(0.489) | (0.293) | (0.492) | |
Growth | −0.808 *** | −0.786 *** | −0.807 *** |
(−2.978) | (−2.914) | (−2.970) | |
LnAge | 0.999 *** | 1.088 *** | 0.975 *** |
(5.690) | (6.172) | (5.575) | |
TOP1 | 1.682 *** | 1.740 *** | 1.749 *** |
(2.806) | (2.890) | (2.897) | |
Board | 0.993 *** | 0.923 *** | 0.963 *** |
(2.767) | (2.599) | (2.706) | |
Indep | −0.199 | −0.194 | −0.010 |
(−0.177) | (−0.173) | (−0.009) | |
_cons | −30.439 *** | −2.259 | −32.688 *** |
(−9.535) | (−0.188) | (−12.672) | |
Year | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Firm | Yes | Yes | Yes |
N | 5879 | 5879 | 5879 |
Adj.R2 | 0.261 | 0.261 | 0.260 |
(1) | (2) | (3) | |
---|---|---|---|
ESG | ESG | ESG | |
Equity | 6.509 *** | 4.558 *** | 1.495 |
(3.568) | (2.587) | (1.619) | |
Hgen | 2.280 *** | ||
(4.525) | |||
Hgen × Equity | −19.507 *** | ||
(−3.844) | |||
Hfun | 0.417 | ||
(1.163) | |||
Hfun × Equity | −11.920 ** | ||
(−2.493) | |||
Hoversea | 1.707 ** | ||
(2.371) | |||
Hoversea × Equity | −2.733 | ||
(−0.563) | |||
Size | 1.693 *** | 1.688 *** | 1.690 *** |
(17.017) | (16.869) | (16.957) | |
Lev | −1.948 *** | −2.050 *** | −2.029 *** |
(−3.364) | (−3.540) | (−3.499) | |
Cfo | 1.755 | 1.816 | 1.528 |
(1.152) | (1.192) | (0.998) | |
ROA | 2.928 | 2.902 | 3.058 * |
(1.588) | (1.578) | (1.653) | |
Growth | −0.856 *** | −0.820 *** | −0.851 *** |
(−3.135) | (−3.007) | (−3.135) | |
LnAge | 1.103 *** | 1.090 *** | 1.059 *** |
(6.075) | (5.856) | (5.858) | |
TOP1 | 1.369 ** | 1.304 ** | 1.304 ** |
(2.274) | (2.155) | (2.163) | |
Board | 1.059 *** | 0.970 *** | 0.997 *** |
(2.911) | (2.683) | (2.759) | |
Indep | 0.100 | 0.065 | 0.066 |
(0.088) | (0.057) | (0.058) | |
_cons | −27.671 *** | −26.903 *** | −26.894 *** |
(−12.623) | (−12.272) | (−12.239) | |
Year | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Firm | Yes | Yes | Yes |
N | 5879 | 5879 | 5879 |
Adj.R2 | 0.253 | 0.250 | 0.249 |
(1) | (2) | (3) | |
---|---|---|---|
ESG | ESG | ESG | |
Control | 0.433 | −6.064 *** | −0.361 |
(1.342) | (−4.781) | (−1.632) | |
Hgen | 2.206 *** | ||
(4.066) | |||
Hgen × Control | 2.695 ** | ||
(2.454) | |||
Hfun | −1.281 | ||
(−1.379) | |||
Hfun × Control | 8.798 *** | ||
(4.622) | |||
Hoversea | −0.227 | ||
(−0.243) | |||
Hoversea × Control | 3.860 ** | ||
(2.309) | |||
Size | 1.706 *** | 1.693 *** | 1.684 *** |
(17.168) | (17.034) | (16.962) | |
Lev | −1.993 *** | −2.186 *** | −2.041 *** |
(−3.445) | (−3.792) | (−3.518) | |
Cfo | 1.836 | 1.679 | 1.792 |
(1.202) | (1.109) | (1.176) | |
ROA | 2.707 | 2.795 | 3.012 |
(1.465) | (1.525) | (1.634) | |
Growth | −0.817 *** | −0.771 *** | −0.814 *** |
(−2.989) | (−2.833) | (−2.979) | |
LnAge | 0.952 *** | 1.008 *** | 0.918 *** |
(5.344) | (5.639) | (5.163) | |
TOP1 | 1.186 ** | 1.181 * | 1.127 * |
(1.961) | (1.947) | (1.859) | |
Board | 0.918 ** | 0.837 ** | 0.890 ** |
(2.526) | (2.327) | (2.464) | |
Indep | 0.203 | 0.023 | 0.242 |
(0.179) | (0.020) | (0.213) | |
_cons | −27.087 *** | −26.868 *** | −25.987 *** |
(−12.525) | (−12.050) | (−12.032) | |
Year | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Firm | Yes | Yes | Yes |
N | 5879 | 5879 | 5879 |
Adj.R2 | 0.251 | 0.254 | 0.250 |
(1) | (2) | (3) | |
---|---|---|---|
ESG | ESG | ESG | |
Hgen | 1.544 *** | ||
(3.260) | |||
Hfun | 3.057 *** | ||
(3.734) | |||
Hoversea | 1.602 ** | ||
(2.546) | |||
Size | 1.697 *** | 1.706 *** | 1.687 *** |
(17.042) | (17.127) | (16.963) | |
Lev | −1.909 *** | −2.110 *** | −2.018 *** |
(−3.294) | (−3.658) | (−3.480) | |
Cfo | 1.689 | 1.873 | 1.579 |
(1.109) | (1.235) | (1.031) | |
ROA | 2.914 | 2.779 | 3.108 * |
(1.577) | (1.513) | (1.677) | |
Growth | −0.831 *** | −0.799 *** | −0.837 *** |
(−3.052) | (−2.950) | (−3.084) | |
LnAge | 0.957 *** | 0.995 *** | 0.976 *** |
(5.454) | (5.673) | (5.595) | |
TOP1 | 1.152 * | 1.092 * | 1.250 ** |
(1.914) | (1.812) | (2.072) | |
Board | 0.984 *** | 0.879 ** | 0.944 *** |
(2.721) | (2.450) | (2.628) | |
Indep | 0.119 | 0.137 | 0.213 |
(0.105) | (0.120) | (0.188) | |
_cons | −26.951 *** | −28.455 *** | −26.481 *** |
(−12.476) | (−12.854) | (−12.230) | |
Year | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Firm | Yes | Yes | Yes |
N | 5879 | 5879 | 5879 |
Adj.R2 | 0.251 | 0.251 | 0.250 |
(1) | (2) | (3) | |
---|---|---|---|
ESG | ESG | ESG | |
Salary | 0.735 *** | −0.585 | 0.940 *** |
(4.071) | (−0.790) | (6.968) | |
Hgen | −32.075 *** | ||
(−3.314) | |||
Hgen × Salary | 2.212 *** | ||
(3.415) | |||
Hfun | −36.492 ** | ||
(−2.223) | |||
Hfun × Salary | 2.573 ** | ||
(2.353) | |||
Hoversea | −37.792 *** | ||
(−2.950) | |||
Hoversea × Salary | 2.473 *** | ||
(2.935) | |||
Size | 1.363 *** | 1.375 *** | 1.365 *** |
(13.155) | (13.257) | (13.093) | |
Lev | −1.686 *** | −1.930 *** | −1.830 *** |
(−2.912) | (−3.331) | (−3.141) | |
Cfo | 0.430 | 0.743 | 0.544 |
(0.283) | (0.488) | (0.355) | |
ROA | 0.501 | 0.194 | 0.544 |
(0.266) | (0.103) | (0.287) | |
Growth | −0.826 *** | −0.790 *** | −0.797 *** |
(−3.050) | (−2.920) | (−2.931) | |
LnAge | 1.037 *** | 1.105 *** | 0.997 *** |
(5.954) | (6.298) | (5.731) | |
TOP1 | 1.815 *** | 1.843 *** | 1.909 *** |
(3.059) | (3.085) | (3.182) | |
Board | 0.789 ** | 0.714 ** | 0.753 ** |
(2.195) | (2.003) | (2.114) | |
Indep | −0.297 | −0.265 | −0.084 |
(−0.264) | (−0.235) | (−0.075) | |
_cons | −30.076 *** | −11.517 | −32.815 *** |
(−9.674) | (−1.024) | (−13.291) | |
Year | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Firm | Yes | Yes | Yes |
N | 5879 | 5879 | 5879 |
Adj.R2 | 0.267 | 0.265 | 0.265 |
(1) | (2) | (3) | |
---|---|---|---|
ESG | ESG | ESG | |
Control | −36.813 *** | −30.307 | −27.455 *** |
(−4.660) | (−0.441) | (−4.706) | |
Hgen | 0.736 | ||
(1.247) | |||
Hgen × Control | 70.255 *** | ||
(2.851) | |||
Hfun | 2.158 * | ||
(1.749) | |||
Hfun × Control | 68.034 | ||
(0.674) | |||
Hoversea | 0.668 | ||
(0.862) | |||
Hoversea × Control | 74.236 ** | ||
(2.092) | |||
Size | 1.238 *** | 1.274 *** | 1.242 *** |
(10.386) | (10.745) | (10.461) | |
Lev | −1.453 ** | −1.626 ** | −1.616 ** |
(−2.195) | (−2.467) | (−2.445) | |
Cfo | 0.294 | 0.600 | 0.125 |
(0.166) | (0.340) | (0.070) | |
ROA | 5.047 ** | 5.082 ** | 5.125 ** |
(2.312) | (2.338) | (2.346) | |
Growth | −1.181 *** | −1.131 *** | −1.132 *** |
(−3.764) | (−3.619) | (−3.636) | |
LnAge | 0.921 *** | 0.913 *** | 0.916 *** |
(4.743) | (4.720) | (4.766) | |
TOP1 | 1.605 ** | 1.535 ** | 1.670 ** |
(2.277) | (2.154) | (2.361) | |
Board | 1.174 *** | 1.091 *** | 1.152 *** |
(2.799) | (2.614) | (2.767) | |
Indep | −0.355 | −0.420 | −0.310 |
(−0.270) | (−0.319) | (−0.236) | |
_cons | −17.161 *** | −18.912 *** | −17.058 *** |
(−6.736) | (−7.301) | (−6.724) | |
Year | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Firm | Yes | Yes | Yes |
N | 5879 | 5879 | 5879 |
Adj.R2 | 0.197 | 0.195 | 0.196 |
(1) | (2) | (3) | |
---|---|---|---|
ESG | ESG | ESG | |
L.ESG | 0.352 *** | 0.220 *** | 0.355 *** |
(4.507) | (3.371) | (4.967) | |
Hgen | 1.481 | ||
(0.216) | |||
Hfun | 47.552 *** | ||
(2.820) | |||
Hoversea | −3.178 | ||
(−0.411) | |||
Size | 2.32 *** | 3.049 *** | 2.287 *** |
(2.724) | (2.653) | (2.786) | |
Lev | −1.796 | −1.829 | −1.681 |
(−0.792) | (−0.542) | (−0.698) | |
Cfo | 1.559 | −0.955 | 1.073 |
(0.835) | (−0.345) | (0.590) | |
ROA | 2.642 | −1.028 | 0.369 |
(0.993) | (−0.261) | (0.143) | |
Growth | −0.440 | −0.602 | −0.589 ** |
(−1.605) | (−1.440) | (−2.086) | |
LnAge | 0.130 | 0.602 | −0.128 |
(0.194) | (0.589) | (−0.174) | |
TOP1 | 7.472 | 7.641 | 4.073 |
(1.61) | (1.167) | (0.983) | |
Board | 0.097 | −0.984 | −0.093 |
(0.145) | (−1.118) | (−0.138) | |
Indep | −0.375 | 1.486 | 0.043 |
(−0.265) | (0.668) | (0.030) | |
_cons | −42.345 ** | −86.77 *** | −39.123 ** |
(−2.312) | (−2.974) | (−2.351) | |
N | 5216 | 5216 | 5216 |
Arellano–Bond AR(1) | 0.000 | 0.000 | 0.000 |
Arellano–Bond AR(2) | 0.368 | 0.174 | 0.480 |
Hansen | 0.128 | 0.195 | 0.117 |
(1) | (2) | (3) | |
---|---|---|---|
ESG | ESG | ESG | |
Hgen | 8.531 ** | ||
(1.985) | |||
Hfun | 39.035 *** | ||
(6.838) | |||
Hoversea | 1.602 ** | ||
(2.546) | |||
Size | 1.959 *** | 1.877 *** | 1.737 *** |
(20.800) | (17.458) | (15.841) | |
Lev | −2.351 *** | −3.300 *** | −2.963 *** |
(−2.967) | (−4.768) | (−3.519) | |
Cfo | 2.650 | 3.650 ** | 1.882 |
(1.542) | (1.995) | (1.112) | |
ROA | −0.313 | 0.707 | 3.519 * |
(−0.159) | (0.315) | (1.782) | |
Growth | −0.786 *** | −0.749 ** | −0.812 *** |
(−2.820) | (−2.451) | (−3.258) | |
LnAge | 1.536 *** | 2.100 *** | 1.293 *** |
(8.341) | (9.608) | (7.618) | |
TOP1 | 0.497 | 0.619 | 0.833 |
(0.769) | (0.912) | (1.083) | |
Board | 0.889 ** | 0.101 | 0.839 ** |
(2.005) | (0.234) | (2.281) | |
Indep | −0.850 | −1.034 | −0.213 |
(−0.696) | (−0.764) | (−0.367) | |
_cons | −31.385 *** | −33.612 *** | −37.136 *** |
(−11.447) | (−12.188) | (−12.863) | |
First-stage regressions | 3.663 *** (10.904) | 2.782 *** (10.173) | 4.134 *** (10.542) |
Kleibergen–Paap rk LM statistic | 116.599 [0.0000] | 101.717 [0.0000] | 109.216 [0.0000] |
Kleibergen–Paap rk Wald F statistic | 118.891 [16.38] | 103.386 [16.38] | 111.186 [16.38] |
Year | Yes | Yes | Yes |
Industry | Yes | Yes | Yes |
Firm | Yes | Yes | Yes |
N | 5879 | 5879 | 5879 |
Adj.R2 | 0.193 | 0.195 | 0.198 |
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Lyu, S.; Yang, M.; Zhang, Q. Top Management Team Heterogeneity, Top Management Incentives, and ESG Performance: Evidence from Chinese Listed Companies. Sustainability 2024, 16, 8036. https://doi.org/10.3390/su16188036
Lyu S, Yang M, Zhang Q. Top Management Team Heterogeneity, Top Management Incentives, and ESG Performance: Evidence from Chinese Listed Companies. Sustainability. 2024; 16(18):8036. https://doi.org/10.3390/su16188036
Chicago/Turabian StyleLyu, Shanshan, Mingzeng Yang, and Qincheng Zhang. 2024. "Top Management Team Heterogeneity, Top Management Incentives, and ESG Performance: Evidence from Chinese Listed Companies" Sustainability 16, no. 18: 8036. https://doi.org/10.3390/su16188036
APA StyleLyu, S., Yang, M., & Zhang, Q. (2024). Top Management Team Heterogeneity, Top Management Incentives, and ESG Performance: Evidence from Chinese Listed Companies. Sustainability, 16(18), 8036. https://doi.org/10.3390/su16188036