Environmental Regulation and Financial Performance in China: An Integrated View of the Porter Hypothesis and Institutional Theory
Abstract
:1. Introduction
2. Theoretical Background and Hypothesis Development
2.1. Porter Hypothesis
2.2. Institutional Theory
2.3. Hypothesis Development
2.3.1. CACER, Voluntary Instruments, and Financial Performance
2.3.2. The Moderating Effect of Ownership Structure
3. Data and Methods
3.1. Research Setting
3.2. Sample and Data Collection
3.3. Measures
3.3.1. Dependent Variable
3.3.2. Independent Variable
3.3.3. Moderating Variable
3.3.4. Control Variables
4. Results
4.1. Descriptive Statistics
4.2. Hypotheses Testing Results
4.3. Endogenous Analysis
4.4. Robustness Test
5. Practical Implications
6. Conclusions
7. Limitations and Future Directions
Funding
Conflicts of Interest
References
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Variables | Observation | Mean | SD | Min | Max |
---|---|---|---|---|---|
ROA | 915 | 22.6493 | 1.26953 | 19.58 | 27.08 |
CACER | 915 | 15.0960 | 1.73668 | 8.55 | 19.98 |
VI | 915 | 16.5044 | 2.51329 | 2.77 | 22.71 |
Ownership | 915 | 0.42 | 0.526 | 0 | 3 |
Debt ratio | 915 | −0.8057 | 0.58372 | −4.16 | −0.22 |
Firm size | 915 | 8.2503 | 1.18076 | 4.06 | 11.81 |
Firm age | 915 | 2.8058 | 0.31368 | 1.39 | 3.43 |
City GDP | 915 | 17.1791 | 1.12262 | 14.06 | 19.46 |
City population | 915 | 6.0592 | 0.87142 | 2.77 | 8.13 |
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |
---|---|---|---|---|---|---|---|---|---|
1 ROA | 1 | ||||||||
2 CACER | 0.599 ** | 1 | |||||||
3 VI | 0.457 ** | 0.317 ** | 1 | ||||||
4 Ownership | 0.315 ** | 0.229 ** | 0.308 ** | 1 | |||||
5 Firm size | 0.827 ** | 0.558 ** | 0.410 ** | 0.302 ** | 1 | ||||
6 Firm age | 0.051 ** | 0.033 | 0.067 * | 0.102 ** | 0.028 | 1 | |||
7 Debt ratio | 0.436 ** | 0.290 ** | 0.339 ** | 0.261 ** | 0.432 ** | 0.105 ** | 1 | ||
8 City GDP | 0.153 ** | 0.023 | −0.167 ** | −0.170 ** | 0.074 * | 0.019 | 0.031 | 1 | |
9 City population | 0.050 | −0.049 | −0.176 ** | −0.132 ** | 0.004 | 0.049 | 0.007 | 0.804 ** | 1 |
Dependent Variable | ROA | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | ||||||
Beta (t-Value) | VIF | Beta (t-Value) | VIF | Beta (t-Value) | VIF | Beta (t-Value) | VIF | Beta (t-Value) | VIF | |
Control variable | ||||||||||
Firm size | 0.832 ** (38.354) | 1.245 | 0.723 ** (30.192) | 1.655 |
0.771 ** (34.455) | 1.382 |
0.704 ** (29.263) | 1.712 | 0.755 ** (33.444) | 1.429 |
Firm age |
0.084 (1.145) | 1.015 | 0.072 (1.021) | 1.016 | 0.023 (0.318) | 1.013 |
0.048 (0.684) | 1.023 | −0.001 (−0.010) | 1.020 |
Debt ratio |
0.207 ** (4.724) | 1.243 | 0.182 ** (4.338) | 1.248 | 0.134 * (3.053) | 1.276 |
0.160 ** (3.802) | 1.269 |
0.116 * (2.662) | 1.289 |
City GDP |
0.181 ** (5.227) | 2.872 | 0.167 ** (5.024) | 2.878 | 0.220 ** (6.364) | 2.999 | 0.187 ** (5.617) | 2.940 |
0.237 ** (6.875) | 3.048 |
City population |
−0.122 ** (−2.729) | 2.862 | −0.092 * (−2.157) | 2.878 | −0.118 * (−2.668) | 2.960 | −0.098 * (−2.302) | 2.881 |
−0.125 * (−2.836) | 2.964 |
Main Effect | ||||||||||
CACER | 0.141 ** (9.181) | 1.469 | 0.131 ** (8.560) | 1.500 | ||||||
VI | 0.079 ** (7.705) | 1.323 | 0.069 ** (6.620) | 1.400 | ||||||
Moderating effect | ||||||||||
CACER * ownership | 0.012 ** (4.152) | 1.244 | ||||||||
VI * ownership | 0.011 ** (4.002) | 1.276 | ||||||||
Model statistics | ||||||||||
R2 | 0.728 | 0.722 | 0.733 | 0.727 | ||||||
F value | 84.287 ** | 59.368 ** | 17.236 ** | 16.018 ** |
Instrumental Variable | Regions | ||
---|---|---|---|
(1) | (2) | (3) | |
Coeff. (z-Value) | Coeff. (z-Value) | Coeff. (z-Value) | |
Control variable | |||
Firm size | 2638 ** (46.62) | 1761 ** (6.94) | 2348 ** (15.30) |
Firm age | −1.35 × 108 (−0.89) | −5.32 × 107 (−0.41) | −6.22 × 108 * (−2.06) |
Debt ratio | 6.99 × 109 * (1.97) | 8.91 × 109 ** (2.90) | −5.14 × 109 (−0.70) |
City GDP | 89.940 ** (5.69) | 93.341 ** (6.90) | 78.561 ** (3.56) |
City population | −3904 * (−1.66) | −4259 * (−2.13) | 3710 (0.79) |
Independent variable | |||
CACER | 423.137 ** (3.52) | ||
VI | 55.986 * (2.20) | ||
Model Statistics | |||
R2 | 0.767 | 0.830 | 0.571 |
Dependent Variable | EBITDA | ||||
---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | |
Coeff. (t-Value) | Coeff. (t-Value) | Coeff. (t-Value) | Coeff. (t-Value) | Coeff. (t-Value) | |
Control variable | |||||
Firm size | −0.037 (−1.44) | −0.064 * (−2.42) | −0.024 (−0.98) | −0.069 ** (−2.64) | −0.024 (−0.99) |
Firm age | 113.222 ** (2.68) | 102.345 * (2.48) | 99.951 * (2.47) | 112.768 ** (2.76) | 89.934 * (2.24) |
Debt ratio | −2139.905 ** (−3.02) | −2235.985 ** (−3.23) | −2004.611 ** (−2.95) | −2175.075 ** (−3.18) | −1805.602 ** (−2.68) |
City GDP | 0.000 ** (4.52) | 0.000 ** (3.50) | 0.000 ** (4.67) | 0.000 ** (3.13) | 0.000 ** (4.74) |
City population | −2.248 (−0.44) | −2.002 (−0.40) | −3.959 (−0.81) | −2.077 (−0.42) | −2.582 (−0.53) |
Main Effect | |||||
CACER | 17.221 ** (4.18) | 15.011 ** (3.63) | |||
VI | 1.431 ** (5.54) | 4.144 ** (4.57) | |||
Moderating effect | |||||
CACER * ownership | 21.822 ** (3.08) | ||||
VI * ownership | −7.336 ** (−3.12) | ||||
Model statistics | |||||
Prob > F | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
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Lee, E. Environmental Regulation and Financial Performance in China: An Integrated View of the Porter Hypothesis and Institutional Theory. Sustainability 2020, 12, 10183. https://doi.org/10.3390/su122310183
Lee E. Environmental Regulation and Financial Performance in China: An Integrated View of the Porter Hypothesis and Institutional Theory. Sustainability. 2020; 12(23):10183. https://doi.org/10.3390/su122310183
Chicago/Turabian StyleLee, Eunmi. 2020. "Environmental Regulation and Financial Performance in China: An Integrated View of the Porter Hypothesis and Institutional Theory" Sustainability 12, no. 23: 10183. https://doi.org/10.3390/su122310183
APA StyleLee, E. (2020). Environmental Regulation and Financial Performance in China: An Integrated View of the Porter Hypothesis and Institutional Theory. Sustainability, 12(23), 10183. https://doi.org/10.3390/su122310183