The Impact of Environmental Protection Tax on Green Behaviors and ESG Performance of Industrial Enterprises
Abstract
1. Introduction
2. Theoretical Framework and Hypotheses
2.1. Environmental Protection Tax and Corporate ESG Performance
2.2. Environmental Protection Tax and Green Innovation
2.3. The Mediating Effect of Green Innovation on Environmental Protection Tax
3. Methods and Data
3.1. Sample Selection
3.2. Variable Definition
3.2.1. Explanatory Explained Variable: Environmental Protection Tax
3.2.2. Explained Variable: ESG Performance of Enterprises
3.2.3. Moderating Variables: Green Innovation Behavior
3.2.4. Controlled Variables
3.3. Model Specification
3.4. Descriptive Statistics
4. Empirical Analysis and Tests
4.1. Correlation Analysis
4.2. Basic Regression Analysis
4.3. Robustness Test
4.3.1. Robustness Tests: Alternative Measurement of Core Variables
4.3.2. Robustness Tests: Impact of Capital Governance
4.4. Further Analysis
4.4.1. Heterogeneity Analysis by Pollution Level
4.4.2. Regional Heterogeneity Analysis (Central and Western Regions)
4.5. Discussion—Comparison with Prior Studies
4.6. Limitations
4.6.1. Limitations of Excessive Environmental Taxes and Potential Enterprise Relocation
4.6.2. Institutional Differences & Limitation
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 Type | Variable Name | Variable Symbol | Variable Description |
---|---|---|---|
Explained variable | the ESG performance of the enterprise | ESG | The ESG Bloomberg database ESG rating score |
Explanatory variable | Environmental protection Tax | Tax | The natural logarithm of the amount of environmental protection tax |
Mediating variable | Green innovation behavior | GTI | Take the natural logarithm of the total number of green patent applications by enterprises after adding 1 |
Control variable | Growth capacity | Growth | Growth rate of current operating income |
Capital expenditure | Capital | The natural logarithm of capital expenditure | |
Returns on assets | ROA | Net profit of the enterprise divided by total assets | |
Asset-liability ratio | Lev | The total liabilities divided by the total assets | |
Cash flow | Cash | The ratio of a company’s net cash flow to its total assets | |
Share concentration | Share | The shareholding ratio of the top ten shareholders | |
Board size | Board | The natural logarithm of the number of people on the board |
Variable | Sample Observations | Mean | Standard Deviation | Minimum Value | Maximum Value |
---|---|---|---|---|---|
ROA | 2395 | 0.053 | 0.0568 | −0.253 | 0.372 |
Lev | 2395 | 0.449 | 0.180 | 0.008 | 0.941 |
Cash | 2395 | 0.080 | 0.077 | −0.319 | 0.706 |
Share | 2395 | 0.594 | 0.152 | 0.188 | 1.010 |
Growth | 2395 | 0.215 | 0.575 | −0.863 | 9.235 |
Board | 2395 | 2.178 | 0.207 | 1.099 | 2.833 |
Capital | 2395 | 19.970 | 1.613 | 13.700 | 26.510 |
ESG | 2395 | 33.270 | 7.773 | 19.010 | 67.940 |
GTI | 2395 | 1.756 | 1.543 | 0.000 | 7.307 |
Tax | 2395 | 15.070 | 1.397 | 10.160 | 21.070 |
Variable | ESG | GTI | Tax | ROA | Lev | Cash | Share | Growth | Board | Capital |
---|---|---|---|---|---|---|---|---|---|---|
ESG | 1 | |||||||||
GTI | 0.304 *** | 1 | ||||||||
Tax | 0.480 *** | 0.585 *** | 1 | |||||||
ROA | 0.022 | −0.151 *** | 0.006 | 1 | ||||||
Lev | 0.128 *** | 0.390 *** | 0.475 *** | −0.436 *** | 1 | |||||
Cash | 0.097 *** | −0.108 *** | 0.094 *** | 0.616 *** | −0.187 *** | 1 | ||||
Share | 0.249 *** | 0.094 *** | 0.326 *** | 0.176 *** | 0.011 | 0.167 *** | 1 | |||
Growth | −0.117 *** | −0.002 | 0.014 | −0.047 ** | 0.053 *** | −0.092 *** | 0.016 | 1 | ||
Board | 0.105 *** | 0.082 *** | 0.160 *** | −0.063 *** | 0.161 *** | −0.013 | 0.064 *** | 0.074 *** | 1 | |
Capital | 0.442 *** | 0.517 *** | 0.741 *** | 0.001 | 0.389 *** | 0.150 *** | 0.295 *** | −0.117 *** | 0.164 *** | 1 |
Variables | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
ESG | GTI | ESG | ESG | |
Tax | 0.717 *** | 0.115 *** | 0.665 *** | |
(−0.232) | (−0.041) | (−0.232) | ||
ROA | −2.504 | 0.008 | −0.472 | −2.508 |
(−2.437) | (−0.428) | (−2.328) | (−2.43) | |
Lev | −2.293 | −0.153 | −1.222 | −2.224 |
(−1.411) | (−0.248) | (−1.366) | (−1.407) | |
Cash | −1.127 | −0.251 | −0.742 | −1.015 |
(−1.444) | (−0.254) | (−1.44) | (−1.44) | |
Share | 5.119 ** | −0.048 | 5.293 *** | 5.140 *** |
(−1.988) | (−0.349) | (−1.985) | (−1.982) | |
Growth | −0.422 ** | −0.073 ** | −0.262 | −0.389 ** |
(−0.192) | (−0.034) | (−0.187) | (−0.192) | |
Board | −0.09 | 0.144 | −0.081 | −0.155 |
(−0.883) | (−0.155) | (−0.882) | (−0.88) | |
Capital | 0.246 * | 0.100 *** | 0.228 * | 0.201 |
(−0.134) | (−0.024) | (−0.135) | (−0.135) | |
GTI | 0.471 *** | 0.447 *** | ||
(−0.13) | (−0.13) | |||
Cons | 13.234 *** | −2.403 *** | 22.754 *** | 14.309 *** |
(−4.454) | (−0.783) | (−3.345) | (−4.453) | |
N | 2395 | 2395 | 2395 | 2395 |
R2 | 0.372 | 0.149 | 0.374 | 0.376 |
Individual fixed | Yes | Yes | Yes | Yes |
Year fixed | Yes | Yes | Yes | Yes |
Variables | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
ESG | GTI1 | ESG | ESG | |
Tax | 0.717 *** | 0.068 * | 0.690 *** | |
(−0.232) | (−0.04) | (−0.232) | ||
ROA | −2.504 | −0.313 | −0.257 | −2.38 |
(−2.437) | (−0.415) | (−2.33) | (−2.432) | |
Lev | −2.293 | −0.221 | −1.163 | −2.205 |
(−1.411) | (−0.24) | (−1.367) | (−1.408) | |
Cash | −1.127 | −0.276 | −0.736 | −1.017 |
(−1.444) | (−0.246) | (−1.441) | (−1.442) | |
Share | 5.119 ** | 0.005 | 5.274 *** | 5.117 *** |
(−1.988) | (−0.338) | (−1.987) | (−1.984) | |
Growth | −0.422 ** | −0.071 ** | −0.262 | −0.394 ** |
(−0.192) | (−0.033) | (−0.187) | (−0.192) | |
Board | −0.09 | 0.048 | −0.03 | −0.11 |
(−0.883) | (−0.15) | (−0.882) | (−0.881) | |
Capital | 0.246 * | 0.077 *** | 0.244 * | 0.215 |
(−0.134) | (−0.023) | (−0.135) | (−0.135) | |
GTI1 | 0.413 *** | 0.398 *** | ||
(−0.135) | (−0.134) | |||
Cons | 13.234 *** | −1.457 * | 22.560 *** | 13.814 *** |
(−4.454) | (−0.758) | (−3.347) | (−4.45) | |
N | 2395 | 2395 | 2395 | 2395 |
R2 | 0.372 | 0.102 | 0.372 | 0.375 |
Individual fixed | Yes | Yes | Yes | Yes |
Year fixed | Yes | Yes | Yes | Yes |
Variables | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
ESG | GTI1 | ESG | ESG | |
Tax | 0.865 *** | 0.125 *** | 0.810 *** | |
(−0.247) | (−0.043) | (−0.247) | ||
ROA | −1.673 | 0.064 | −0.057 | −1.701 |
(−2.482) | (−0.437) | (−2.43) | (−2.475) | |
Lev | −2.426 * | −0.162 | −1.193 | −2.354 * |
(−1.412) | (−0.248) | (−1.367) | (−1.409) | |
Cash | −0.98 | −0.241 | −0.675 | −0.873 |
(−1.446) | (−0.254) | (−1.444) | (−1.442) | |
Share | 4.940 ** | −0.06 | 5.246 *** | 4.967 ** |
(−1.989) | (−0.35) | (−1.987) | (−1.984) | |
Growth | −0.474 ** | −0.077 ** | −0.269 | −0.440 ** |
(−0.195) | (−0.034) | (−0.188) | (−0.194) | |
Board | −0.123 | 0.141 | −0.086 | −0.186 |
(−0.882) | (−0.155) | (−0.882) | (−0.88) | |
Capital | 0.209 | 0.098 *** | 0.218 | 0.165 |
(−0.136) | (−0.024) | −0.136) | (−0.136) | |
Density | 0.201 * | 0.013 | 0.065 | 0.195 * |
(−0.115) | (−0.02) | (−0.108) | (−0.115) | |
GTI1 | 0.472 *** | 0.444 *** | ||
(−0.13) | (−0.13) | |||
Cons | 11.501 ** | −2.519 *** | 22.804 *** | 12.620 *** |
(−4.562) | (−0.803) | (−3.347) | (−4.561) | |
N | 2395 | 2395 | 2395 | 2395 |
R2 | 0.373 | 0.15 | 0.374 | 0.377 |
Individual fixed | Yes | Yes | Yes | Yes |
Year fixed | Yes | Yes | Yes | Yes |
Variables | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
ESG | GTI1 | ESG | ESG | |
Tax | 0.740 *** | 0.112 *** | 0.689 *** | |
(−0.233) | (−0.041) | (−0.232) | ||
ROA | −2.425 | 0.052 | −0.315 | −2.449 |
(−2.444) | (−0.429) | (−2.334) | (−2.437) | |
Lev | −2.499 * | −0.14 | −1.398 | −2.436 * |
(−1.412) | (−0.248) | (−1.367) | (−1.408) | |
Cash | −1.29 | −0.262 | −0.901 | −1.172 |
(−1.445) | (−0.253) | (−1.441) | (−1.441) | |
Top1 | 1.828 | −0.682 * | 1.86 | 2.136 |
(−2.34) | (−0.411) | (−2.338) | (−2.335) | |
Growth | −0.391 ** | −0.072 ** | −0.224 | −0.359 * |
(−0.192) | (−0.034) | (−0.187) | (−0.192) | |
Board | −0.136 | 0.137 | −0.126 | −0.198 |
(−0.884) | (−0.155) | (−0.883) | (−0.882) | |
Capital | 0.270 ** | 0.099 *** | 0.253 * | 0.225 * |
(−0.134) | (−0.024) | (−0.135) | (−0.135) | |
GTI1 | 0.475 *** | 0.451 *** | ||
(−0.13) | (−0.13) | |||
Cons | 14.971 *** | −2.098 *** | 24.880 *** | 15.917 *** |
(−4.488) | (−0.787) | (−3.32) | (−4.484) | |
N | 2395 | 2395 | 2395 | 2395 |
R2 | 0.37 | 0.151 | 0.371 | 0.374 |
Individual fixed | Yes | Yes | Yes | Yes |
Year fixed | Yes | Yes | Yes | Yes |
Variables | Model (1) | Model (2) | Model (3) | Model (4) |
---|---|---|---|---|
Non-Heavily Polluting Enterprises | Heavily Polluting Enterprises | Non-Heavily Polluting Enterprises | Heavily Polluting Enterprises | |
ESG | ESG | GTI | GTI | |
Tax | 0.828 ** | 0.625 ** | 0.142 ** | 0.100 * |
(−0.345) | (−0.312) | (−0.063) | (−0.054) | |
ROA | −4.956 | −1.345 | 0.049 | −0.062 |
(−3.365) | (−3.459) | (−0.617) | (−0.598) | |
Lev | −2.47 | −1.315 | −0.496 | 0.017 |
(−2.124) | (−1.944) | (−0.39) | (−0.336) | |
Cash | −1.721 | −0.669 | −0.654 * | 0.05 |
(−2.079) | (−2.026) | (−0.381) | (−0.35) | |
Share | −0.57 | 7.675 *** | −0.436 | 0.056 |
(−3.103) | (−2.606) | (−0.569) | (−0.451) | |
Growth | −0.562 * | −0.437 * | −0.03 | −0.099 ** |
(−0.309) | (−0.248) | (−0.057) | (−0.043) | |
Board | −0.696 | 0.159 | 0.363 | −0.005 |
(−1.228) | (−1.233) | (−0.225) | (−0.213) | |
Capital | 0.458 ** | 0.011 | 0.109 *** | 0.087 *** |
(−0.191) | (−0.187) | (−0.035) | (−0.032) | |
Cons | 11.813 * | 16.922 *** | −2.505 ** | −2.129 * |
(−6.091) | (−6.364) | (−1.117) | (−1.101) | |
N | 993 | 1402 | 993 | 1402 |
R2 | 0.36 | 0.391 | 0.164 | 0.148 |
Individual fixed | Yes | Yes | Yes | Yes |
Year fixed | Yes | Yes | Yes | Yes |
Variables | Model (1) | Model (2) | Model (3) | Model (4) | Model (5) | Model (6) |
---|---|---|---|---|---|---|
Eastern Region | Western Region | Central Region | Eastern Region | Western Region | Central Region | |
ESG | ESG | ESG | GTI | GTI | GTI | |
Tax | 0.787 *** | 1.238 ** | 0.063 | 0.150 *** | 0.011 | 0.003 |
(−0.294) | (−0.567) | (−0.511) | (−0.051) | (−0.101) | (−0.096) | |
ROA | 0.014 | −19.539 *** | 1.207 | −0.291 | −0.091 | 0.948 |
(−3.023) | (−6.714) | (−5.224) | (−0.523) | (−1.199) | (−0.979) | |
Lev | −2.529 | −4.693 | 1.422 | −0.51 | 0.941 | 0.104 |
(−1.806) | (−3.474) | (−2.926) | (−0.312) | (−0.621) | (−0.548) | |
Cash | −3.190 * | 1.272 | 3.051 | −0.605 * | −0.621 | 0.991 * |
(−1.841) | (−3.613) | (−3.085) | (−0.319) | (−0.645) | (−0.578) | |
Share | 0.828 | 15.653 *** | 13.228 *** | −0.082 | −0.224 | −0.15 |
(−2.503) | (4.916) | (−4.5) | (−0.433) | (−0.878) | (−0.843) | |
Growth | −0.487 ** | −0.671 | 0.144 | −0.057 | −0.056 | −0.101 |
(−0.243) | (−0.453) | (−0.457) | (−0.042) | (−0.081) | (−0.086) | |
Board | −1.592 | 2.108 | 2.153 | 0.317 | −0.55 | 0.11 |
(−1.199) | (−2.152) | (−1.624) | (−0.207) | (−0.384) | (−0.304) | |
Capital | 0.216 | 0.384 | 0.078 | 0.115 *** | 0.081 | 0.091 * |
(−0.175) | (−0.308) | (−0.284) | (−0.03) | (−0.055) | (−0.053) | |
Cons | 18.993 *** | −5.983 | 12.835 | −3.273 *** | 0.576 | −1.001 |
−5.816 | −11.066 | −8.984 | −1.006 | −1.977 | −1.684 | |
N | 1490 | 478 | 427 | 1490 | 478 | 427 |
R2 | 0.407 | 0.305 | 0.397 | 0.156 | 0.144 | 0.196 |
Individual fixed | Yes | Yes | Yes | Yes | Yes | Yes |
Year fixed | Yes | Yes | Yes | Yes | Yes | Yes |
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Zheng, X.; Zhuang, L. The Impact of Environmental Protection Tax on Green Behaviors and ESG Performance of Industrial Enterprises. Sustainability 2025, 17, 8592. https://doi.org/10.3390/su17198592
Zheng X, Zhuang L. The Impact of Environmental Protection Tax on Green Behaviors and ESG Performance of Industrial Enterprises. Sustainability. 2025; 17(19):8592. https://doi.org/10.3390/su17198592
Chicago/Turabian StyleZheng, Xuejia, and Lei Zhuang. 2025. "The Impact of Environmental Protection Tax on Green Behaviors and ESG Performance of Industrial Enterprises" Sustainability 17, no. 19: 8592. https://doi.org/10.3390/su17198592
APA StyleZheng, X., & Zhuang, L. (2025). The Impact of Environmental Protection Tax on Green Behaviors and ESG Performance of Industrial Enterprises. Sustainability, 17(19), 8592. https://doi.org/10.3390/su17198592