Corporate Social Responsibility and Green Technology Innovation: The Moderating Role of Stakeholders
Abstract
:1. Introduction
2. Theoretical Background and Hypothesis
2.1. Influence of CSR on Enterprises’ GTI Capabilities
2.2. The Regulating Role of Government Environmental Protection Subsidies
2.3. Moderating Effect of Investor Attention
2.4. The Moderating Role of Environmental Attention in Top Management Teams
3. Data and Research Methods
3.1. Sample Selection and Data Sources
3.2. Definition of Variables
3.2.1. Dependent Variable
3.2.2. Independent Variable
3.2.3. Regulating Variables
Government Environmental Protection Subsidies
Investor Attention
The Executive Team’s Environmental Focus
3.2.4. Control Variables
3.3. Research Model
4. Results of Empirical Analysis
4.1. Descriptive Statistics and Correlation Analysis
4.2. Correlation Analysis
4.3. Analysis of Regression Results
4.4. Robustness Tests
4.4.1. Substitution of Independent Variables
4.4.2. Replacement Sample Interval
4.4.3. Two-Stage Least Squares (2SLS) Test
5. Discussion
6. Conclusions and Implications
6.1. Conclusions
6.2. Implications
6.2.1. Theoretical Implications
6.2.2. Managerial Implications
6.3. Limitations and Future Prospects
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Sample Selection | |
---|---|
Total number of companies | 2364 |
Excluded ST/*ST/PT companies | 565 |
Excluded companies in the financial industries | 126 |
Companies extracted | 1673 |
Variable | Name | Symbol | Definition |
---|---|---|---|
Independent variable | Corporate social responsibility | CSR | Hexun.com Corporate Social Responsibility Score |
Dependent variable | Green technology innovation | GTI | Ln (Number of green patent authorizations + 1) |
Moderating variables | Government environmental protection subsidy | ESA | Ln (Environmental protection subsidies) |
Investor attention | IA | Ln(Annual Web Search Index) | |
Executive environmental attention | EEA | Ln (Environmental attention keyword frequency) | |
ontrol Variables | Enterprise size | Size | Ln (Book value of total assets at the end of the year) |
Asset–liability ratio | Lev | Total liabilities/total assets | |
Return on assets | Roa | Net profit/average balance of total assets | |
Investor shareholding ratio | Inst | Total number of shares held by institutional investors/outstanding share capital | |
Cash flow ratio | Cash | Net cash flow from operating activities/total assets | |
Duality | Dual | The chairman and general manager are the same = 1, otherwise = 0 | |
Independent director ratio | Indep | Number of independent directors/number of boards of directors | |
Year | Year | Annual dummy variables | |
Industry | Industry | Industry dummy variables |
Variable | Sd | P50 | Mean | Min | Max | Sample Size |
---|---|---|---|---|---|---|
GTI | 0.62 | 0 | 0.25 | 0 | 4.86 | 4941 |
CSR | 15.09 | 21.14 | 23.1 | −11.27 | 90.87 | 4941 |
ESA | 2.09 | 13.23 | 13.27 | 5.8 | 21.24 | 4941 |
IA | 0.69 | 12.72 | 12.76 | 8.7 | 16.61 | 4941 |
EEA | 1.02 | 4.34 | 4.41 | 0 | 7.67 | 4941 |
Size | 1.2 | 22.2 | 22.36 | 19.55 | 26.4 | 4941 |
Lev | 0.2 | 0.44 | 0.45 | 0.03 | 0.92 | 4941 |
Roa | 0.06 | 0.03 | 0.04 | −0.4 | 0.24 | 4941 |
Inst | 0.23 | 0.43 | 0.41 | 0 | 0.89 | 4941 |
Cash | 0.07 | 0.05 | 0.05 | −0.2 | 0.26 | 4941 |
Dual | 0.42 | 0 | 0.22 | 0 | 1 | 4941 |
Indep | 0.05 | 0.33 | 0.37 | 0.3 | 0.6 | 4941 |
Variable | GTI | CSR | ESA | CSR* ESA | IA | CSR* IA | EEA | CSR* EEA | Size | Lev | Roa | Inst | Cash | Dual | Indep |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
GTI | 1 | ||||||||||||||
CSR | 0.042 *** | 1 | |||||||||||||
ESA | 0.117 *** | 0.066 *** | 1 | ||||||||||||
CSR*ESA | 0.067 *** | 0.197 *** | 0.062 *** | 1 | |||||||||||
IA | 0.067 *** | 0.100 *** | 0.245 *** | 0.038 *** | 1 | ||||||||||
CSR*IA | 0.061 *** | 0.325 *** | 0.040 *** | 0.273 *** | 0.039 *** | 1 | |||||||||
EEA | 0.190 *** | −0.045 *** | 0.309 *** | 0.00300 | −0.037 *** | −0.00800 | 1 | ||||||||
CSR*EEA | −0.0110 | −0.169 *** | 0.00300 | 0.230 *** | -0.00800 | −0.065 *** | 0.061 *** | 1 | |||||||
Size | 0.112 *** | 0.240 *** | 0.423 *** | 0.088 *** | 0.399 *** | 0.107 *** | 0.331 *** | −0.054 *** | 1 | ||||||
Lev | 0.051 *** | −0.081 *** | 0.280 *** | 0.0220 | 0.205 *** | -0.0150 | 0.155 *** | 0.0100 | 0.492 *** | 1 | |||||
Roa | 0.033 ** | 0.438 *** | −0.061 *** | −0.027 * | −0.043 *** | 0.096 *** | −0.0220 | −0.087 *** | −0.00100 | -0.393 *** | 1 | ||||
Inst | 0.00300 | 0.172 *** | 0.211 *** | 0.044 *** | 0.142 *** | 0.086 *** | 0.107 *** | −0.040 *** | 0.443 *** | 0.218 *** | 0.0160 | 1 | |||
Cash | −0.0160 | 0.211 *** | 0.081 *** | 0.0110 | 0.036 ** | 0.039 *** | 0.074 *** | −0.049 *** | 0.080 *** | -0.160 *** | 0.402 *** | 0.081 *** | 1 | ||
Dual | 0.00400 | −0.045 *** | −0.136 *** | −0.0120 | −0.105 *** | −0.0100 | −0.074 *** | −0.00400 | −0.178 *** | -0.113 *** | 0.047 *** | -0.160 *** | -0.00200 | 1 | |
Indep | −0.00900 | −0.00700 | −0.028 * | 0.035 ** | -0.00400 | 0.030 ** | -0.0200 | 0.00200 | −0.0200 | −0.00300 | −0.036 ** | −0.029 ** | −0.028 * | 0.079 *** | 1 |
Variables | (1) | (2) | (3) | (4) |
---|---|---|---|---|
GTI | GTI | GTI | GTI | |
CSR | 0.005 *** | 0.004 *** | 0.004 *** | 0.005 *** |
(8.79) | (9.20) | (9.05) | (8.94) | |
ESA | 0.015 *** | |||
(4.64) | ||||
CSR*ESA | 0.001 *** | |||
(3.59) | ||||
IA | 0.046 *** | |||
(3.14) | ||||
CSR*IA | 0.002 *** | |||
(3.53) | ||||
EEA | 0.027 *** | |||
(2.84) | ||||
CSR*EEA | 0.001 *** | |||
(2.94) | ||||
Size | 0.041 ** | 0.034 * | 0.039 ** | 0.039 ** |
(2.29) | (1.92) | (2.18) | (2.18) | |
Lev | −0.131 ** | −0.125 ** | −0.141 ** | −0.127 ** |
(−2.22) | (−2.15) | (−2.41) | (−2.16) | |
Roa | −0.395 *** | −0.337 *** | −0.379 *** | −0.396 *** |
(−4.30) | (−3.84) | (−4.29) | (−4.36) | |
Inst | −0.020 | −0.015 | −0.014 | −0.023 |
(−0.50) | (−0.37) | (−0.36) | (−0.59) | |
Cash | −0.125 | −0.126 | −0.137 * | −0.131 * |
(−1.57) | (−1.61) | (−1.72) | (−1.66) | |
Dual | −0.010 | −0.009 | −0.008 | −0.010 |
(−0.62) | (−0.58) | (−0.55) | (−0.68) | |
Indep | 0.053 | 0.043 | 0.041 | 0.052 |
(0.40) | (0.32) | (0.31) | (0.39) | |
Observations | 4, 941 | 4, 941 | 4, 941 | 4, 941 |
R-squared | 0.0504 | 0.0588 | 0.0573 | 0.0571 |
Industry FE | YES | YES | YES | YES |
Year FE | YES | YES | YES | YES |
Variables | (1) GTI | (2) GTI | (3) GTI | (4) GTI | (5) GTI | (6) GTI |
---|---|---|---|---|---|---|
CSR_R | 0.013 *** | 0.013 *** | ||||
(7.67) | (7.73) | |||||
CSR_S | 0.004 *** | 0.003 *** | ||||
(3.76) | (3.32) | |||||
CSR_E | 0.014 *** | 0.014 *** | ||||
(7.98) | (8.03) | |||||
Size | 0.051 *** | 0.057 *** | 0.048 *** | |||
(2.77) | (3.00) | (2.61) | ||||
Lev | −0.159 *** | −0.161 *** | −0.164 *** | |||
(−2.69) | (−2.69) | (−2.77) | ||||
ROA | 0.012 | −0.032 | 0.015 | |||
(0.15) | (−0.39) | (0.19) | ||||
INST | −0.019 | −0.006 | −0.022 | |||
(−0.48) | (−0.15) | (−0.57) | ||||
Cashflow | −0.123 | −0.112 | −0.109 | |||
(−1.54) | (−1.40) | (−1.37) | ||||
Dual | −0.011 | −0.012 | −0.009 | |||
(−0.75) | (−0.78) | (−0.57) | ||||
Indep | 0.050 | 0.063 | 0.064 | |||
(0.37) | (0.47) | (0.48) | ||||
Constant | 0.566 *** | 0.658 *** | 0.525 *** | −0.447 | −0.492 | −0.425 |
(4.59) | (4.63) | (4.78) | (−1.05) | (−1.11) | (−1.01) | |
Observations | 4, 941 | 4, 941 | 4, 941 | 4, 941 | 4, 941 | 4, 941 |
R-squared | 0.037 | 0.015 | 0.045 | 0.043 | 0.021 | 0.050 |
Industry FE | YES | YES | YES | YES | YES | YES |
Year FE | YES | YES | YES | YES | YES | YES |
Variables | (1) | (2) | (3) | (4) |
---|---|---|---|---|
GTI | GTI | GTI | GTI | |
CSR | 0.005 *** | 0.004 *** | 0.004 *** | 0.005 *** |
(8.84) | (9.28) | (9.12) | (9.02) | |
ESA | 0.014 *** | |||
(4.42) | ||||
CSR*ESA | 0.001 *** | |||
(3.61) | ||||
IA | 0.046 *** | |||
(3.10) | ||||
CSR*IA | 0.002 *** | |||
(3.50) | ||||
EEA | 0.028 *** | |||
(2.88) | ||||
CSR*EEA | 0.001 *** | |||
(3.00) | ||||
Size | 0.043 ** | 0.036 * | 0.040 ** | 0.041 ** |
(2.34) | (1.96) | (2.22) | (2.24) | |
Lev | −0.129 ** | −0.124 ** | −0.138 ** | −0.126 ** |
(−2.16) | (−2.09) | (−2.32) | (−2.11) | |
Roa | −0.404 *** | −0.347 *** | −0.386 *** | −0.407 *** |
(−4.38) | (−3.93) | (−4.36) | (−4.45) | |
Inst | −0.019 | −0.013 | −0.013 | −0.022 |
(−0.46) | (−0.33) | (−0.33) | (−0.55) | |
Cash | −0.124 | −0.128 | −0.135 * | −0.130 |
(−1.55) | (−1.62) | (−1.69) | (−1.65) | |
Dual | −0.008 | −0.007 | −0.007 | −0.009 |
(−0.51) | (−0.47) | (−0.44) | (−0.57) | |
Indep | 0.048 | 0.040 | 0.034 | 0.047 |
(0.36) | (0.29) | (0.25) | (0.35) | |
Constant | −0.350 | −0.359 | −0.855 * | −0.379 |
(−0.82) | (−0.85) | (−1.82) | (−0.90) | |
Observations | 4, 861 | 4, 861 | 4, 861 | 4, 861 |
R-squared | 0.051 | 0.060 | 0.057 | 0.057 |
Industry FE | YES | YES | YES | YES |
Year FE | YES | YES | YES | YES |
Variables | First Stage | Second Stage |
---|---|---|
CSR | GTI | |
LCSR | 0.211 *** | |
(6.024) | ||
CSR | 0.009 *** | |
(3.152) | ||
Size | 1.719 * | 0.021 |
(1.649) | (0.885) | |
Lev | −6.291 ** | −0.085 |
(−2.064) | (−0.986) | |
Roa | 80.563 *** | −0.713 *** |
(12.008) | (−2.913) | |
Cashflow | 3.298 | −0.038 |
(0.803) | (−0.428) | |
Indep | −8.121 | 0.048 |
(−1.009) | (0.263) | |
Dual | −1.307 | 0.013 |
(−1.321) | (0.624) | |
Inst | 2.991 | −0.065 |
(1.567) | (−1.300) | |
Constant | −19.683 | −0.431 |
(−0.830) | (−0.789) | |
Under-identification test (Kleibergen–Paap rk LM statistic) | 26.505 (Chi-sq(1) p-val = 0.000) | |
Weak identification test (Cragg–Donald Wald F statistic) (Kleibergen–Paap rk Wald F statistic) 10% maximal IV size | 73.220 36.209 16.380 | |
Hausman test | 0.000 | 0.012 |
Observations | 2, 452 | 2, 452 |
R-squared | 0.345 | 0.027 |
Industry FE | YES | YES |
Year FE | YES | YES |
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Chen, Y.; Jin, S. Corporate Social Responsibility and Green Technology Innovation: The Moderating Role of Stakeholders. Sustainability 2023, 15, 8164. https://doi.org/10.3390/su15108164
Chen Y, Jin S. Corporate Social Responsibility and Green Technology Innovation: The Moderating Role of Stakeholders. Sustainability. 2023; 15(10):8164. https://doi.org/10.3390/su15108164
Chicago/Turabian StyleChen, Yixuan, and Shanyue Jin. 2023. "Corporate Social Responsibility and Green Technology Innovation: The Moderating Role of Stakeholders" Sustainability 15, no. 10: 8164. https://doi.org/10.3390/su15108164