| Literature DB >> 35010727 |
Sajid Ullah1, Farman Ullah Khan2, Laura-Mariana Cismaș3, Muhammad Usman4, Andra Miculescu3.
Abstract
Relying on tournament theory and environmental management research, we examine how CEO tournament incentives induce top executives to invest more in green innovation. Using a sample of Chinese listed companies from 2010 to 2016, we find evidence that CEO tournament incentives are positively associated with green innovation. In addition, we find that a positive relationship between CEO tournament incentives and green innovation is stronger in state-owned enterprises than in non-state-owned enterprises. These results support tournament theory, which proposes that better incentives induce top executives' efforts to win the tournament incentives, and such efforts are subject to fiercer competition among employees, which improves firms' social and financial performance. Moreover, our findings have implications for policy makers and regulators who wish to enhance environmental legitimacy by providing tournament incentives to top executives.Entities:
Keywords: CEO tournament incentive; China; green innovation; state-owned enterprises; tournament theory
Mesh:
Year: 2022 PMID: 35010727 PMCID: PMC8744788 DOI: 10.3390/ijerph19010470
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Variables definitions and details.
| Variable | Details |
|---|---|
| GI | Green innovation is defined as the number of environment related patents (such as patents related to environmental protection, low carbon, eco-energy saving, emission reduction, sustainability, recycling, pollution, water resources, and biodiversity). |
| T_Incentives | Log of the CEO compensation gap and the average pay of other executives. |
| SOE | Defined as the dummy variable which equals one if the local or central government is the ultimate owner and zero otherwise. |
| CEO_Shares | Indicates the percentage of shares owned by a CEO. |
| CEO_Age | Equals age of the CEO in years. |
| CEO_Duality | A dummy variable equals one if the CEO is also the chairperson of the board and zero otherwise. |
| Board_Shares | The percentage of shares held by a firm’s board of directors. |
| Board_Size | Defined as number of directors on the board. |
| Size | Indicates the natural log of total assets. |
| Growth | Calculated as change in total assets. |
| Leverage | Indicates ratio of total debt to total assets. |
| ROA | Shows return on assets, which is measured by dividing the net profit by total assets. |
Descriptive statistics.
| Variable | Mean | Std. Dev. | Min | Max |
|---|---|---|---|---|
| GI | 2.553 | 5.23 | 0 | 39 |
| T_Incentives | 402,665 | 545,034 | −915,000 | 1,500,000 |
| SOE | 0.467 | 0.498 | 0 | 1 |
| CEO_Shares | 0.041 | 0.107 | 0 | 0.805 |
| CEO_Age | 48.588 | 6.229 | 25 | 77 |
| CEO_Duality | 0.246 | 0.431 | 0 | 1 |
| Board_Shares | 0.103 | 0.186 | 0 | 0.892 |
| Board_Size | 10.211 | 2.557 | 5 | 26 |
| Size | 3.090 | 0.058 | 2.704 | 3.350 |
| Growth | 7.665 | 1.336 | 1.609 | 13.223 |
| Leverage | 0.456 | 0.562 | 0.007 | 46.159 |
| ROA | 0.039 | 0.545 | −48.316 | 22.005 |
VIF test and Pearson’s correlation.
| Variables | VIF | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) | (10) | (11) | (12) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) GI | -- | 1.000 | |||||||||||
| (2) T_Incentives | 1.13 | 0.064 * | 1.000 | ||||||||||
| (0.000) | |||||||||||||
| (3) CEO_Shares | 2.47 | −0.040 * | −0.081 * | 1.000 | |||||||||
| (0.001) | (0.000) | ||||||||||||
| (4) CEO_Age | 1.13 | 0.061 * | 0.140 * | −0.004 | 1.000 | ||||||||
| (0.000) | (0.000) | (0.711) | |||||||||||
| (5) CEO_Duality | 1.51 | −0.029 * | 0.021 * | 0.475 * | 0.129 * | 1.000 | |||||||
| (0.013) | (0.039) | (0.000) | (0.000) | ||||||||||
| (6) Board_Share | 2.56 | −0.055 * | −0.132 * | 0.698 * | −0.118 * | 0.257 * | 1.000 | ||||||
| (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | |||||||||
| (7) Board_Size | 1.15 | 0.082 * | 0.117 * | −0.133 * | 0.043 * | −0.104 * | −0.168 * | 1.000 | |||||
| (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | ||||||||
| (8) Growth | 1.04 | −0.017 | 0.012 | 0.050 * | −0.028 * | 0.048 * | 0.064 * | 0.049 * | 1.000 | ||||
| (0.152) | (0.228) | (0.000) | (0.004) | (0.000) | (0.000) | (0.000) | |||||||
| (9) Size | 1.35 | 0.002 | −0.008 | −0.002 | −0.009 | −0.004 | −0.005 | 0.019 * | 0.179 * | 1.000 | |||
| (0.893) | (0.452) | (0.810) | (0.344) | (0.715) | (0.621) | (0.049) | (0.000) | ||||||
| (10) Leverage | 1.22 | 0.065 * | 0.012 | −0.102 * | −0.012 | −0.042 * | −0.150 * | 0.066 * | −0.031 * | 0.004 | 1.000 | ||
| (0.000) | (0.243) | (0.000) | (0.238) | (0.000) | (0.000) | (0.000) | (0.001) | (0.713) | |||||
| (11) ROA | 1.01 | −0.002 | 0.029 * | 0.013 | 0.017 | −0.004 | 0.018 | −0.020 * | 0.063 * | 0.000 | −0.738 * | 1.000 | |
| (0.834) | (0.004) | (0.210) | (0.076) | (0.678) | (0.056) | (0.040) | (0.000) | (0.996) | (0.000) | ||||
| (12) SOE | 1.60 | 0.078 * | 0.068 * | −0.339 * | 0.144 * | −0.296 * | −0.493 * | 0.217 * | −0.079 * | 0.009 | 0.113 * | −0.011 | 1.000 |
| (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.000) | (0.345) | (0.000) | (0.270) |
* shows significance level at 5%.
Main evidence of CEOs tournament incentives and green innovation.
| OLS Regressions | Cluster-OLS Regressions | |||||
|---|---|---|---|---|---|---|
| Variables | Full Sample | SOEs | N-SOEs | Full Sample | SOEs | N-SOEs |
| T_Incentives | 0.165 ** | 0.697 *** | 0.203 *** | 0.613 *** | 0.711 *** | 0.681 *** |
| (2.465) | (5.128) | (2.666) | (4.798) | (3.362) | (3.087) | |
| CEO_Shares | 0.145 | −15.515 | 0.330 | 1.183 | 1.095 | −15.582 |
| (0.185) | (−1.181) | (0.458) | (0.972) | (0.931) | (−1.163) | |
| CEO_Age | 0.001 | 0.052 | 0.007 | 0.019 | −0.016 | 0.053 * |
| (0.136) | (0.466) | (0.684) | (1.328) | (−1.245) | (1.732) | |
| CEO_Duality | −0.100 ** | −0.365 * | −0.073 * | −0.574 ** | −0.352 | −0.376 |
| (−2.148) | (−1.741) | (−1.813) | (−2.267) | (−1.402) | (−0.619) | |
| Board_Shares | 0.609 | −6.760 | 0.286 | −1.747 *** | −0.995 | −6.893 |
| (1.394) | (−0.955) | (0.686) | (−2.599) | (−1.573) | (−0.980) | |
| Board_Size | 0.011 * | 0.059 ** | 0.058 * | 0.076 * | 0.099 ** | 0.061 |
| (1.765) | (2.378) | (1.939) | (1.839) | (2.203) | (0.867) | |
| Growth | −0.000 | −0.151 | −0.009 | 0.011 | 0.033 | −0.050 |
| (−0.009) | (−1.486) | (−0.214) | (0.260) | (0.950) | (−0.562) | |
| Size | 1.691 *** | 0.023 ** | 1.193 *** | 2.121 ** | 1.473 | 3.473 ** |
| (31.997) | (2.335) | (17.381) | (2.236) | (1.491) | (2.278) | |
| Leverage | −0.699 *** | −3.480 *** | −0.743 *** | 0.011 | −0.017 | −6.774 ** |
| (−3.177) | (−6.586) | (−3.157) | (0.080) | (−0.217) | (−2.206) | |
| ROA | 0.348 * | 7.119 *** | 0.231 * | 1.044 *** | 5.500 ** | 3.931 *** |
| (1.687) | (2.910) | (1.784) | (2.776) | (2.718) | (3.105) | |
| Constant | −14.609 *** | −13.616 *** | −10.849 *** | −9.094 *** | −5.516 ** | −13.571 *** |
| (−13.463) | (−6.270) | (−8.743) | (−4.606) | (−2.368) | (−4.185) | |
| Observations | 6515 | 2740 | 3775 | 6515 | 2740 | 3775 |
| R-squared | 0.223 | 0.142 | 0.149 | 0.100 | 0.081 | 0.140 |
| Industry & Year | Yes | Yes | Yes | Yes | Yes | Yes |
| Chi2 value = 9.600 | ||||||
Note: Table 4 reports result for the proposed hypotheses. T_Incentives indicate tournament incentives of CEOs. T-statistics are documented in parentheses. ***, **, and * denote significance level at 1, 5, and 10%, respectively. This table also reports the value of Chi2 for the sake of sub-sample comparison.
Endogeneity test: fixed-effect model.
| Variables | Full Sample | SOEs | N-SOEs |
|---|---|---|---|
| T_Incentives | 0.264 *** | 0.292 *** | 0.236 * |
| (3.079) | (2.699) | (1.657) | |
| CEO_Shares | −0.582 | 1.623 | −0.771 |
| (−0.555) | (0.060) | (−0.741) | |
| CEO_Age | 0.030 ** | 0.053 ** | 0.010 |
| (2.298) | (2.454) | (0.605) | |
| CEO_Duality | −0.206 | −0.474 | −0.006 |
| (−1.036) | (−1.358) | (−0.024) | |
| Board_Shares | 0.522 | 20.592 * | 0.060 |
| (0.506) | (1.758) | (0.059) | |
| Board_Size | 0.011 | 0.015 | −0.006 |
| (0.454) | (0.393) | (−0.178) | |
| Growth | −0.092 *** | −0.052 | −0.121 *** |
| (−3.001) | (−1.065) | (−3.182) | |
| Size | 0.510 *** | 0.334 *** | 0.798 *** |
| (4.252) | (2.815) | (4.663) | |
| Leverage | 0.020 | −2.086 * | −0.775 |
| (0.059) | (−1.902) | (−1.157) | |
| ROA | 0.116 | −2.168 | 0.040 |
| (0.767) | (−1.024) | (0.227) | |
| Constant | −1.128 *** | −6.453 *** | −1.494 *** |
| (−2.770) | (−2.711) | (−2.819) | |
| Observations | 6515 | 2740 | 3775 |
| R-squared | 0.089 | 0.110 | 0.081 |
| Year | Yes | Yes | Yes |
Note: Table 5 presents findings of fixed-effect model, which addresses issues of omitted factors. T-statistics are documented in parentheses. ***, **, and * denote significance level at 1, 5, and 10%, respectively.
Propensity score matching (PSM) results.
| Variables | Full Sample | SOEs | N-SOEs |
|---|---|---|---|
| T_Incentives | 0.1444 *** | 0.1548 *** | 0.0830 *** |
| (7.75) | (5.15) | (3.26) | |
| CEO_Shares | 0.4137 * | −1.4760 | 0.1738 |
| (1.80) | (−0.49) | (0.71) | |
| CEO_Age | 0.0059 ** | 0.0123 *** | 0.0016 |
| (2.22) | (2.71) | (0.48) | |
| CEO_Duality | −2334 *** | −2532 *** | −1213 ** |
| (−5.35) | (−3.25) | (−2.18) | |
| Board_Shares | −5153 *** | 0.1516 | −1162 |
| (−4.19) | (.10) | (−0.84) | |
| Board_Size | 0.0258 *** | 0.0247 *** | 0.1222 |
| (3.96) | (2.76) | (1.22) | |
| Size | 0.0056 | −0271 | 0.02551 ** |
| (0.47) | (−1.22) | (1.97) | |
| Growth | 0.0023 | 0.0035 | 0.2197 *** |
| (1.12) | (1.12) | (9.63) | |
| Leverage | −3348 *** | −4381 *** | −1596 ** |
| (−6.33) | (−4.26) | (−2.28) | |
| ROA | −0939 | −0375 | −2039 |
| (−0.52) | (−0.07) | (−0.51) | |
| Constant | −2.7491 *** | −3.159 *** | −3.3937 *** |
| (−10.59) | (−7.57) | (−9.44) | |
| Observations | 6515 | 2740 | 3757 |
| R-squared | 0.0315 | 0.0214 | 0.0412 |
| Industry & Year | Yes | yes | Yes |
Note: Table 6 highlight results to validate our main hypotheses using PSM approach. T-statistics are documented in parentheses. ***, **, and * denote significance level at 1, 5, and 10%, respectively.
Two Stage least squares (2SLS) results.
| Variables | Full Sample | SOEs | N-SOEs |
|---|---|---|---|
| T_Incentives | 1.002 *** | 1.285 *** | 0.368 *** |
| (7.712) | (5.384) | (2.618) | |
| CEO_Shares | 1.692 | −9.922 | 0.436 |
| (1.472) | (−0.544) | (0.445) | |
| CEO_Age | 0.011 | 0.039 | −0.016 |
| (0.763) | (1.436) | (−1.124) | |
| CEO_Duality | −0.830 *** | −0.761 * | −0.198 |
| (−3.806) | (−1.767) | (−0.880) | |
| Board_Shares | −1.733 *** | −14.071 | 0.538 |
| (−2.713) | (−1.443) | (0.942) | |
| Board_Size | 0.074 ** | 0.031 | 0.077 * |
| (2.210) | (0.601) | (1.885) | |
| Growth | −0.101 | −0.225 | −0.068 |
| (−1.321) | (−1.636) | (−0.867) | |
| Size | 0.022 ** | 0.028 ** | 1.361 *** |
| (2.488) | (2.449) | (4.505) | |
| Leverage | −2.633 *** | −7.014 *** | −0.847 *** |
| (−8.400) | (−8.112) | (−3.021) | |
| ROA | 2.912 * | 8.587 *** | 1.370 |
| (1.781) | (2.715) | (0.807) | |
| Constant | −11.560 *** | −18.606 *** | −12.490 *** |
| (−6.512) | (−5.784) | (−6.681) | |
| Observations | 4596 | 2044 | 2547 |
| R-squared | 0.105 | 0.155 | 0.157 |
| Industry & Year | Yes | Yes | Yes |
Note: Table 7 presents results of instrumental variable approach (2SLS). T-statistics are documented in parentheses. ***, **, and * denote significance level at 1, 5, and 10%, respectively.
Sample Distribution by Industry (N = 6515).
| Industry Name | Full Sample | SOE Obs | N-SOE Obs |
|---|---|---|---|
| Agriculture, forestry, animal husbandry, and fishery | 75 | 29 | 46 |
| Mining industry | 279 | 97 | 182 |
| Manufacturing industry | 4181 | 1593 | 2588 |
| Electricity, thermal, gas and water production, and supply industry | 218 | 163 | 55 |
| Construction business | 225 | 102 | 123 |
| Wholesale and retail business | 295 | 178 | 117 |
| Transportation, warehousing, and postal service | 206 | 173 | 33 |
| Accommodation and catering | 72 | 28 | 44 |
| Information transmission, software and information technology services | 428 | 132 | 296 |
| Real estate | 172 | 96 | 76 |
| Culture, sports and entertainment | 33 | 10 | 23 |
| Leasing and business services | 41 | 13 | 28 |
| Scientific research and technology services | 46 | 18 | 28 |
| Water conservancy, environment and public facilities management | 34 | 11 | 21 |
| Education | 58 | 24 | 34 |
| Health and social work | 115 | 46 | 69 |
| Comprehensive | 37 | 25 | 12 |