Corporate Environmental Protection Behavior and Sustainable Development: The Moderating Role of Green Investors and Green Executive Cognition
Abstract
:1. Introduction
2. Theoretical Background and Hypotheses
2.1. Enterprise Environmental Protection Behavior and Sustainable Development
2.2. The Regulatory Role of Green Investors
2.3. Regulatory Role of Green Executive Cognition
3. Research Methods
3.1. Data and Samples
3.2. Definition and Measurement of the Variables
3.2.1. Sustainable Development Capabilities
3.2.2. Enterprise Environmental Responsibility
3.2.3. Enterprise Environmental Protection Expenditure
3.2.4. Green Investors
3.2.5. Green Cognition of Senior Executives
3.2.6. Control Variables
3.3. Model Design
4. Empirical Analysis Results
4.1. Descriptive Statistics
4.2. Correlation Analysis
4.3. Regression Analysis Results
4.4. Robustness Tests
5. Conclusions and Implications
5.1. Conclusions
5.2. Implications
5.3. 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 Type | Variable Name | Variable Symbol | Variable Measurement |
---|---|---|---|
Explained Variables | Sustainable Development Capacity | SGR | net sales interest rate × total asset turnover rate × income reservation rate × equity multiplication/(1 − net sales interest rate × total asset turnover rate × income reservation rate × equity multiplication) |
Explanatory Variable | Enterprise Environmental Protection Investment | EPI | The natural logarithm of enterprise environmental protection investment |
Environmental Responsibility | CER | Hexun scoring | |
Moderating Variables | Green Executive Cognition | GEC | The logarithm of the frequency of the number of keywords appearing in the annual report of listed companies |
Green Investors | GI | Enterprises with green investors are scored 1, otherwise 0 | |
Control Variables | Enterprise Size | SIZE | The natural logarithm of the total assets at the end of the year |
Asset-Liability Ratio | LEV | Total liabilities/total assets | |
Cash Flow ratio | Cash Flow | Net cash flows from operating activities/total assets | |
Corporate Growth | GROWTH | Operating income growth rate | |
Total Asset Turnover Rate | ATO | Operating income/average total assets | |
Firm Age | AGE | Ln (Present year−company founding year + 1) | |
Year | YEAR | Annual dummy variables | |
Industry | INDUSTRY | Industry dummy variable |
Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
---|---|---|---|---|---|---|---|---|
N | Min | Max | Mean | Sd | P50 | Skeness | Kurtosis | |
SGR | 6456 | −0.0167 | 0.266 | 0.0614 | 0.0518 | 0.0502 | 1.451 | 5.630 |
CER | 6456 | 0 | 20 | 4.308 | 4.167 | 0 | 1.115 | 2.712 |
EPI | 6456 | 0 | 21.65 | 15.70 | 3.356 | 14.71 | −0.888 | 5.581 |
GI | 6456 | 0 | 1 | 0.193 | 0.394 | 0 | 1.558 | 3.428 |
GEC | 6456 | 0.693 | 6.098 | 3.326 | 0.993 | 3.332 | 0.097 | 3.397 |
Size | 6456 | 19.52 | 26.40 | 22.45 | 1.286 | 22.29 | 0.635 | 3.166 |
Lev | 6456 | 0.0310 | 0.906 | 0.432 | 0.195 | 0.429 | 0.075 | 2.193 |
ATO | 6456 | 0.0563 | 2.902 | 0.906 | 0.407 | 0.996 | 0.230 | 4.325 |
Cashflow | 6456 | −0.200 | 0.257 | 0.0536 | 0.0629 | 0.0528 | −0.092 | 4.224 |
FirmAge | 6456 | 1.386 | 3.555 | 2.893 | 0.323 | 2.944 | −0.863 | 4.238 |
SGR | CER | EI | GI | EGP | Size | Lev | ATO | Cashflow | Firm Age | |
---|---|---|---|---|---|---|---|---|---|---|
SGR | 1 | |||||||||
CER | 0.082 *** | 1 | ||||||||
EPI | 0.107 *** | 0.038 *** | 1 | |||||||
GI | 0.230 *** | −0.073 *** | 0.135 *** | 1 | ||||||
EGP | 0.067 *** | −0.070 *** | 0.310 *** | 0.154 *** | 1 | |||||
Size | 0.133 *** | 0.118 *** | 0.381 *** | 0.221 *** | 0.227 *** | 1 | ||||
Lev | 0.066 *** | 0.085 *** | 0.213 *** | 0.033 *** | 0.135 *** | 0.561 *** | 1 | |||
ATO | 0.220 *** | 0.044 *** | −0.024 * | −0.024 * | −0.077 *** | −0.001 | 0.076 *** | 1 | ||
Cashflow | 0.298 *** | −0.024 * | 0.090 *** | 0.077 *** | 0.069 *** | 0.052 *** | −0.159 *** | 0.085 *** | 1 | |
FirmAge | 0.011 | −0.121 *** | 0.044 *** | 0.045 *** | 0.142 *** | 0.182 *** | 0.156 *** | 0.001 | 0.082 *** | 1 |
Variables | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 |
---|---|---|---|---|---|---|
SGR | SGR | SGR | SGR | SGR | SGR | |
CER | 0.0020 *** | 0.0010 *** | 0.0018 *** | |||
(13.2696) | (3.5777) | (12.5658) | ||||
EPI | 0.0026 *** | 0.0017 *** | 0.0023 *** | |||
(14.2900) | (4.3820) | (11.8065) | ||||
EGP | 0.0084 *** | 0.0048 ** | ||||
(6.5158) | (2.0590) | |||||
GI | 0.0246 *** | 0.0109 ** | ||||
(14.5088) | (2.2744) | |||||
CER × EGP | 0.0003 *** | |||||
(3.5835) | ||||||
EI × EGP | 0.0002 ** | |||||
(2.0692) | ||||||
CER × GI | 0.0022 *** | |||||
(4.1630) | ||||||
EI × GI | 0.0008 *** | |||||
(2.8482) | ||||||
Size | 0.0110 *** | 0.0109 *** | 0.0101 *** | 0.0101 *** | 0.0070 ** | 0.0071 *** |
(3.7887) | (3.7992) | (3.5341) | (3.5585) | (2.5677) | (2.5972) | |
Lev | −0.0002 | 0.0006 | 0.0016 | 0.0026 | 0.0042 | 0.0048 |
(−0.0181) | (0.0734) | (0.1931) | (0.3096) | (0.5184) | (0.5716) | |
ATO | 0.0776 *** | 0.0785 *** | 0.0777 *** | 0.0788 *** | 0.0747 *** | 0.0760 *** |
(12.9563) | (12.8897) | (13.0711) | (13.0308) | (13.2331) | (13.1793) | |
Cashflow | 0.1425 *** | 0.1436 *** | 0.1415 *** | 0.1423 *** | 0.1381 *** | 0.1388 *** |
(11.2729) | (11.2863) | (11.2911) | (11.2848) | (11.4640) | (11.3461) | |
FirmAge | −0.0176 | −0.0118 | −0.0217 * | −0.0151 | −0.0226 * | −0.0156 |
(−1.2990) | (−0.8588) | (−1.6509) | (−1.1195) | (−1.7633) | (−1.1770) | |
Constant | −0.2285 *** | −0.2838 *** | −0.2239 *** | −0.2693 *** | −0.1306 * | −0.1884 *** |
(−3.2083) | (−3.8947) | (−3.2129) | (−3.7355) | (−1.9473) | (−2.6825) | |
Hausman test p-value | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
Observations | 6456 | 6456 | 6456 | 6456 | 6456 | 6456 |
R-squared | 0.2328 | 0.2268 | 0.2425 | 0.2355 | 0.2791 | 0.2656 |
Industry FE | YES | YES | YES | YES | YES | YES |
Year FE | YES | YES | YES | YES | YES | YES |
Variables | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
CER | SGR | EPI | SGR | |
OLS first stage | OLS second stage | OLS first stage | OLS second stage | |
L.CER | 0.2182 *** | |||
(5.4875) | ||||
CER | 0.0042 *** | |||
(5.2335) | ||||
L.EPI | 0.2093 *** | |||
(4.1728) | ||||
EPI | 0.0055 *** | |||
(2.9912) | ||||
Size | 0.6988 *** | 0.0144 *** | 0.4227 | 0.0155 *** |
(3.3030) | (3.8369) | (1.4064) | (4.1117) | |
Lev | 0.4380 | −0.0091 | −0.5568 | −0.0048 |
(0.6117) | (−0.7736) | (−0.7320) | (−0.4040) | |
ATO | 0.1711 | 0.0796 *** | −0.2533 | 0.0820 *** |
(0.4627) | (9.0191) | (−0.9425) | (9.2796) | |
Cashflow | 0.5674 | 0.1454 *** | 0.3237 | 0.1461 *** |
(0.5285) | (8.4716) | (0.3772) | (8.4736) | |
FirmAge | 0.2983 | −0.0288 | −1.9074 | −0.0140 |
(0.1197) | (−1.3948) | (−1.3865) | (−0.6719) | |
Constant | −17.2438 ** | −0.2562 ** | 10.6037 | −0.4296 *** |
(−2.1990) | (−2.4642) | (1.3120) | (−4.1938) | |
Observations | 3845 | 3845 | 3845 | 3845 |
R-squared | 0.2009 | 0.2073 | 0.0459 | 0.2035 |
Industry FE | YES | YES | YES | YES |
Year FE | YES | YES | YES | YES |
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Zhou, J.; Jin, S. Corporate Environmental Protection Behavior and Sustainable Development: The Moderating Role of Green Investors and Green Executive Cognition. Int. J. Environ. Res. Public Health 2023, 20, 4179. https://doi.org/10.3390/ijerph20054179
Zhou J, Jin S. Corporate Environmental Protection Behavior and Sustainable Development: The Moderating Role of Green Investors and Green Executive Cognition. International Journal of Environmental Research and Public Health. 2023; 20(5):4179. https://doi.org/10.3390/ijerph20054179
Chicago/Turabian StyleZhou, Jie, and Shanyue Jin. 2023. "Corporate Environmental Protection Behavior and Sustainable Development: The Moderating Role of Green Investors and Green Executive Cognition" International Journal of Environmental Research and Public Health 20, no. 5: 4179. https://doi.org/10.3390/ijerph20054179
APA StyleZhou, J., & Jin, S. (2023). Corporate Environmental Protection Behavior and Sustainable Development: The Moderating Role of Green Investors and Green Executive Cognition. International Journal of Environmental Research and Public Health, 20(5), 4179. https://doi.org/10.3390/ijerph20054179