Environmental Regulation, Green Innovation, and Corporate Brand Value
Abstract
:1. Introduction
2. Theoretical Mechanisms and Research Hypotheses
2.1. Environmental Regulation and Brand Value
2.1.1. The Impact of Command Environment Regulation on Brand Value
2.1.2. The Impact of Market-Based Environmental Regulation on Brand Value
2.2. The Mediating Role of Green Innovation
3. Research Design
3.1. Sample Selection and Data Sources
3.2. Variable Measurement
3.2.1. Dependent Variable
3.2.2. Independent Variables
3.2.3. Mediating Variable
3.2.4. Control Variables
3.3. Model Design
4. Empirical Analysis and Results
4.1. Descriptive Statistics
4.2. Correlation Analysis
4.3. Baseline Regression Analysis
4.4. Mediator Effect Analysis
4.5. Robustness Tests
4.5.1. Considering the Lag Effect
4.5.2. Substituting the Test Methods
4.5.3. Instrumental Variable Method
4.6. Heterogeneity Analysis
4.6.1. Ownership Structure Heterogeneity
4.6.2. Enterprise Life Cycle Heterogeneity
4.6.3. Geographical Regional Heterogeneity
5. Conclusions and Implications of the Study
5.1. Conclusions
5.2. Policy Recommendations and Management Insights
5.2.1. Government Level
5.2.2. Enterprise Level
5.3. Research Limitations and Future Research Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable | Name | Signal | Variable Description |
---|---|---|---|
Dependent variable | Brand Value | BV | ln (assessed value of enterprise-owned brands) |
Independent variable | Command-based environmental regulation | ER1 | 1/pollutant emission intensity |
Market-based environmental regulation | ER2 | ln (amount of sewage charges discharged to the bank account) | |
Mediating variable | Green Innovation | GPG | ln (number of green patents authorized by the enterprise in the year + 1) |
Control variables | Firm size | Size | ln (total number of employees in the enterprise) |
Nature of property rights | State | State-owned enterprises are assigned a value of 1, and non-state-owned enterprises are assigned a value of 0. | |
Firm leverage | Debt | Gearing ratio (total liabilities/total assets) | |
Growth capacity | Growth | Operating income growth rate (current year’s operating income—previous year’s operating income) Previous year’s operating income | |
Return on total assets | Roa | Net profit/total assets | |
Proportion of Independent directors | Dlds | Number of independent directors/total number of board members | |
Duality of roles | Dual | Dual-occupation assigns a value of, and non-dual-occupation assigns a value of 0 | |
Shareholding concentration | Top | Shareholding ratio of the largest shareholder | |
Individual | Ind | Controlling for individual fixed effects | |
Year | Year | Controlling for year-fixed effect |
Variable | Mean | Median | Std.Dev | Min | Max | |
---|---|---|---|---|---|---|
Dependent variable | BV | 5.657 | 5.614 | 0.990 | 3.580 | 8.363 |
Independent variable | ER1 | 450.524 | 2.262 | 1241.418 | 0.387 | 5974.787 |
ER2 | 11.149 | 11.059 | 0.718 | 9.507 | 12.791 | |
Mediating variable | GPG | 1.616 | 0.693 | 1.819 | 0.000 | 6.941 |
Control variables | Size | 9.482 | 9.378 | 1.472 | 4.736 | 13.140 |
state | 0.604 | 1.000 | 0.490 | 0.000 | 1.000 | |
Debt | 0.498 | 0.526 | 0.191 | 0.060 | 0.941 | |
Growth | 0.108 | 0.087 | 0.233 | −0.693 | 2.068 | |
Roa | 0.055 | 0.041 | 0.053 | −0.242 | 0.240 | |
Dlds | 39.118 | 36.360 | 8.005 | 30.770 | 80.000 | |
Dual | 0.194 | 0.000 | 0.396 | 0.000 | 1.000 | |
Top | 40.492 | 38.216 | 16.330 | 9.274 | 86.006 |
BV | ER1 | ER2 | GPG | Size | State | Debt | Growth | Roa | Dlds | Dual | Top | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
BV | 1 | |||||||||||
ER1 | 0.273 *** | 1 | ||||||||||
ER2 | −0.023 * | 0.018 | 1 | |||||||||
GPG | 0.504 *** | 0.225 *** | 0.029 | 1 | ||||||||
Size | 0.636 *** | 0.275 *** | −0.055 | 0.584 *** | 1 | |||||||
State | 0.317 *** | 0.205 *** | −0.017 | 0.172 *** | 0.232 *** | 1 | ||||||
Debt | 0.297 *** | 0.050 | 0.100 ** | 0.434 *** | 0.460 *** | 0.181 *** | 1 | |||||
Growth | −0.043 | −0.014 | 0.066 | 0.046 | 0.040 | −0.009 | 0.108 ** | 1 | ||||
Roa | −0.046 ** | −0.136 *** | 0.010 | −0.216 *** | −0.121 *** | −0.194 *** | −0.468 *** | 0.216 *** | 1 | |||
Dlds | 0.222 *** | 0.107 ** | −0.131 *** | 0.193 *** | 0.245 *** | 0.232 *** | 0.149 *** | −0.012 | −0.089 ** | 1 | ||
Dual | 0.036 | −0.106 ** | 0.047 | 0.073 * | 0.092 ** | −0.148 *** | 0.063 | 0.022 | 0.080 * | 0.006 | 1 | |
Top | 0.161 *** | 0.180 *** | −0.068 | 0.019 | 0.036 | 0.128 *** | −0.128 *** | 0.012 | 0.044 | 0.222 *** | −0.086 ** | 1 |
VIF | — | 1.200 | 1.060 | 1.640 | 1.880 | 1.180 | 1.910 | 1.120 | 1.530 | 1.180 | 1.070 | 1.130 |
Variable | BV | BV | GPG | BV | BV |
---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | |
ER1 | 0.315 *** | 0.288 *** | 0.151 ** | 0.250 *** | |
(0.032) | (0.058) | (0.066) | (0.064) | ||
ER12 | −0.174 *** | −0.161 *** | −0.096 ** | −0.137 *** | |
(0.019) | (0.036) | (0.045) | (0.041) | ||
GPG | 0.268 *** | 0.253 *** | |||
(0.052) | (0.052) | ||||
Size | 0.579 *** | 0.489 *** | 0.449 ** | 0.456 ** | |
(0.220) | (0.153) | (0.221) | (0.218) | ||
Debt | 0.057 | 0.013 | 0.062 | 0.054 | |
(0.075) | (0.054) | (0.074) | (0.072) | ||
Roa | 0.007 | −0.041 | 0.023 | 0.017 | |
(0.027) | (0.032) | (0.027) | (0.027) | ||
top | −0.126 | 0.022 | −0.183 ** | −0.131 * | |
(0.084) | (0.093) | (0.076) | (0.079) | ||
state | −0.097 | 0.556 *** | −0.258 | −0.238 | |
(0.313) | (0.041) | (0.293) | (0.303) | ||
Dlds | 0.055 ** | −0.027 | 0.068 ** | 0.062 ** | |
(0.026) | (0.027) | (0.028) | (0.026) | ||
Dual | −0.026 | −0.106 ** | 0.015 | 0.000 | |
(0.078) | (0.044) | (0.073) | (0.073) | ||
Growth | −0.083 *** | −0.041 ** | −0.071 *** | −0.072 *** | |
(0.014) | (0.017) | (0.013) | (0.014) | ||
_cons | 0.000 | 0.064 | −0.315 *** | 0.153 | 0.143 |
(.) | (0.189) | (0.026) | (0.178) | (0.183) | |
Ind FE | Yes | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes | Yes |
N | 530 | 530 | 530 | 530 | 530 |
R2 | 0.048 | 0.202 | 0.100 | 0.228 | 0.258 |
Variable | BV | BV | GPG | BV | BV |
---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | |
ER2 | −3.887 *** | −3.156 *** | −0.598 | −3.006 *** | |
(0.498) | (0.497) | (0.506) | (0.479) | ||
ER22 | 3.898 *** | 3.176 *** | 0.589 | 3.027 *** | |
(0.521) | (0.517) | (0.514) | (0.497) | ||
GPG | 0.268 *** | 0.252 *** | |||
(0.052) | (0.054) | ||||
Size | 0.451 ** | 0.458 *** | 0.449 ** | 0.336 | |
(0.224) | (0.143) | (0.221) | (0.219) | ||
Debt | 0.080 | 0.019 | 0.062 | 0.076 | |
(0.067) | (0.054) | (0.074) | (0.063) | ||
Roa | 0.023 | −0.036 | 0.023 | 0.032 | |
(0.026) | (0.032) | (0.027) | (0.026) | ||
Top | −0.180 ** | −0.001 | −0.183 ** | −0.180 ** | |
(0.080) | (0.097) | (0.076) | (0.074) | ||
state | −0.045 | 0.563 *** | −0.258 | −0.187 | |
(0.322) | (0.040) | (0.293) | (0.314) | ||
Dlds | 0.041 | −0.031 | 0.068 ** | 0.048 * | |
(0.027) | (0.027) | (0.028) | (0.027) | ||
Dual | 0.012 | −0.091 ** | 0.015 | 0.035 | |
(0.071) | (0.043) | (0.073) | (0.066) | ||
Growth | −0.073 *** | −0.039 ** | −0.071 *** | −0.063 *** | |
(0.012) | (0.017) | (0.013) | (0.012) | ||
_cons | 0.000 | 0.025 | −0.322 *** | 0.153 | 0.106 |
(.) | (0.195) | (0.026) | (0.178) | (0.190) | |
Ind FE | Yes | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes | Yes |
N | 530 | 530 | 530 | 530 | 530 |
R2 | 0.120 | 0.236 | 0.096 | 0.228 | 0.292 |
Variable | Considering the Lag Effect | Substituting the Test Methods | ||||
---|---|---|---|---|---|---|
BV | BV | BV | GPG | BV | GPG | |
(1) | (2) | (3) | (4) | (5) | (6) | |
ER1 | 0.288 *** | 0.151 ** | ||||
(0.058) | (0.066) | |||||
ER12 | −0.161 *** | −0.096 ** | ||||
(0.036) | (0.045) | |||||
ER2 | −3.156 *** | −0.598 | ||||
(0.497) | (0.506) | |||||
ER22 | 3.176 *** | 0.589 | ||||
(0.517) | (0.514) | |||||
L.ER1 | 0.207 *** | |||||
(0.032) | ||||||
L.ER12 | −0.093 *** | |||||
(0.021) | ||||||
L.ER2 | −2.693 *** | |||||
(0.338) | ||||||
L.ER22 | 2.716 *** | |||||
(0.351) | ||||||
_cons | 0.148 *** | 0.134 *** | 0.064 | −0.315 *** | 0.025 | −0.322 *** |
(0.021) | (0.023) | (0.189) | (0.026) | (0.195) | (0.026) | |
Controls | Yes | Yes | Yes | Yes | Yes | Yes |
Ind FE | Yes | Yes | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes | Yes | Yes |
N | 424 | 424 | 530 | 530 | 530 | 530 |
R2 | 0.183 | 0.195 | 0.202 | 0.100 | 0.236 | 0.096 |
Observed Coef. | Bias | Bootstrap td.Err. | [90%Conf.Interval] | |||
---|---|---|---|---|---|---|
_bs_1 | −0.02421539 | −0.0012753 | 0.01470402 | −0.0478746 | −0.0018503 | (BC) |
_bs_2 | −0.13715563 | −0.000023 | 0.04997564 | −0.204954 | −0.0429049 | (BC) |
Variable | First | Second | ||||
---|---|---|---|---|---|---|
ER1 | ER12 | ER2 | ER22 | BV | BV | |
(1) | (2) | (3) | (4) | (5) | (6) | |
IV1 | 10.782 *** | 10.584 *** | ||||
(8.960) | (8.910) | |||||
IV12 | −10.615 *** | −10.398 *** | ||||
(−8.715) | (−8.657) | |||||
IV2 | 1.596 *** | 1.508 *** | ||||
(3.287) | (3.059) | |||||
IV22 | −1.720 *** | −1.641 *** | ||||
(−5.712) | (−5.398) | |||||
ER1 | 9.091 ** | |||||
(2.120) | ||||||
ER12 | −9.401 ** | |||||
(−2.133) | ||||||
ER2 | −18.960 * | |||||
(−1.774) | ||||||
ER22 | 24.836 * | |||||
(1.790) | ||||||
_cons | 0.047 | 0.055 | −0.261 * | −0.245 * | −0.227 *** | −0.194 |
(0.611) | (0.710) | (−1.945) | (−1.811) | (−3.678) | (−1.291) | |
Controls | Yes | Yes | Yes | Yes | Yes | Yes |
Ind FE | Yes | Yes | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes | Yes | Yes |
N | 530 | 530 | 530 | 530 | 530 | 530 |
F statistics | 63.71 | 64.05 | 47.62 | 47.21 | ||
LM statistic | 70.22 | 21.62 | ||||
(p-value) | (0.000) | (0.000) | ||||
K-P Wald F statistic | 52.80 | 14.02 |
Variable | Command-Based Environmental Regulation | Market-Based Environmental Regulation | ||
---|---|---|---|---|
BV | BV | BV | BV | |
SOEs | Non-SOEs | SOEs | Non-SOEs | |
(1) | (2) | (3) | (4) | |
ER1 | 0.294 *** | 0.397 *** | ||
(0.065) | (0.133) | |||
ER12 | −0.164 *** | −0.220 *** | ||
(0.040) | (0.077) | |||
ER2 | −3.656 *** | −2.579 *** | ||
(0.737) | (0.633) | |||
ER22 | 3.695 *** | 2.646 *** | ||
(0.770) | (0.647) | |||
_cons | −0.005 | 0.096 ** | −0.001 | 0.078 |
(0.059) | (0.041) | (0.059) | (0.052) | |
Inflexion point | 0.896 | 0.902 | 0.495 | 0.487 |
Controls | Yes | Yes | Yes | Yes |
Ind FE | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes |
N | 320 | 210 | 320 | 210 |
R2 | 0.177 | 0.367 | 0.211 | 0.391 |
Variable | Command-Based Environmental Regulation | Market-Based Environmental Regulation | ||||
---|---|---|---|---|---|---|
BV | BV | BV | BV | BV | BV | |
Growth | Maturity | Decline | Growth | Maturity | Decline | |
(1) | (2) | (3) | (4) | (5) | (6) | |
ER1 | −0.124 | 0.328 *** | 0.312 *** | |||
(0.136) | (0.060) | (0.112) | ||||
ER12 | 0.023 | −0.188 *** | −0.193 ** | |||
(0.124) | (0.042) | (0.078) | ||||
ER2 | −2.150 *** | −1.499 | −3.113 *** | |||
(0.384) | (1.593) | (0.514) | ||||
ER22 | 2.294 *** | 1.526 | 3.104 *** | |||
(0.442) | (1.584) | (0.535) | ||||
_cons | 0.055 *** | 0.006 | 0.055 *** | 0.041 | 0.134 *** | 0.146 *** |
(0.007) | (0.005) | (0.007) | (0.027) | (0.023) | (0.023) | |
Controls | Yes | Yes | Yes | Yes | Yes | Yes |
Ind FE | Yes | Yes | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes | Yes | Yes |
N | 22 | 159 | 345 | 22 | 159 | 345 |
R2 | 0.989 | 0.329 | 0.116 | 0.998 | 0.280 | 0.202 |
Variable | Command-Based Environmental Regulation | Market-Based Environmental Regulation | ||||
---|---|---|---|---|---|---|
BV | BV | BV | BV | BV | BV | |
Eastern Regions | Central Regions | Western Regions | Eastern Regions | Central Regions | Western Regions | |
(1) | (2) | (3) | (4) | (5) | (6) | |
ER1 | 0.274 *** | −49.863 | −19.353 | |||
(0.062) | (41.995) | (41.777) | ||||
ER12 | −0.152 *** | 25,526.003 | 5174.535 | |||
(0.038) | (15,499.571) | (6364.268) | ||||
ER2 | −2.793 *** | −4.168 * | −6.740 ** | |||
(0.526) | (2.046) | (2.754) | ||||
ER22 | 2.797 *** | 4.202 * | 6.920 ** | |||
(0.543) | (2.121) | (2.970) | ||||
_cons | −0.177 | 0.075 | −0.273 ** | −0.071 | −0.016 | −0.098 * |
(0.107) | (0.051) | (0.128) | (0.049) | (0.023) | (0.051) | |
Controls | Yes | Yes | Yes | Yes | Yes | Yes |
Ind FE | Yes | Yes | Yes | Yes | Yes | Yes |
Year FE | Yes | Yes | Yes | Yes | Yes | Yes |
N | 380 | 90 | 60 | 380 | 90 | 60 |
R2 | 0.254 | 0.336 | 0.376 | 0.266 | 0.288 | 0.383 |
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Li, Y.; Zou, C.; Huang, Y.; Wan, A. Environmental Regulation, Green Innovation, and Corporate Brand Value. Sustainability 2025, 17, 3445. https://doi.org/10.3390/su17083445
Li Y, Zou C, Huang Y, Wan A. Environmental Regulation, Green Innovation, and Corporate Brand Value. Sustainability. 2025; 17(8):3445. https://doi.org/10.3390/su17083445
Chicago/Turabian StyleLi, Yue, Chen Zou, Yongchun Huang, and Anwei Wan. 2025. "Environmental Regulation, Green Innovation, and Corporate Brand Value" Sustainability 17, no. 8: 3445. https://doi.org/10.3390/su17083445
APA StyleLi, Y., Zou, C., Huang, Y., & Wan, A. (2025). Environmental Regulation, Green Innovation, and Corporate Brand Value. Sustainability, 17(8), 3445. https://doi.org/10.3390/su17083445