Corporate Governance, Media Coverage, and Corporate Environmental Protection Investment: Empirical Evidence from Listed Companies in China’s High-Pollution Industries
Abstract
:1. Introduction
2. Literature Review and Hypotheses Development
2.1. Corporate Governance and Environmental Protection Investment
2.1.1. Shareholding Structure and Environmental Protection Investment
2.1.2. Independent Directors’ Characteristics and Environmental Protection Investment
2.1.3. Characteristics of the Board of Supervisors and Environmental Protection Investment
2.1.4. Management Characteristics and Environmental Protection Investment
2.2. Media Coverage and Environmental Protection Investment
3. Research Methodology
3.1. Sample Selection and Data Sources
3.2. Definition of Variables
3.2.1. Dependent Variables
3.2.2. Independent Variables
3.2.3. Moderating Variable
3.2.4. Control Variables
3.3. Model Construction
4. Empirical Results and Analysis
4.1. Correlation Analysis
4.2. Regression Analysis
4.3. Moderating Effect Analysis
4.4. Further Analysis
4.5. Robustness Test
5. Conclusions and Implications
5.1. Discussion and Conclusions
5.2. Implications
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variable | Acronyms | Variable Description |
---|---|---|
EPI | E | LN (total annual environmental protection investment) |
SQ | S | Proportion of control rights/proportion of cash flow rights |
DB | D | Number of independent directors/total number of directors |
RBS | R | (Basic annual salary + performance annual salary)/total assets × 100% |
MC | M | (Salary + bonus + long-term incentive compensation)/total assets × 100% |
MEDIA | Me | Total number of paper media reports |
SIZE | Si | LN (total assets) |
DEBT | De | (Total liabilities/total assets) × 100% |
EPI | SQ | DB | RBS | MC | MEDIA | SIZE | DEBT | |
---|---|---|---|---|---|---|---|---|
EPI | 1 | |||||||
SQ | −0.670 ** | 1 | ||||||
DB | 0.340 ** | −0.112 | 1 | |||||
RBS | −0.440 ** | 0.215 * | −0.209 * | 1 | ||||
MC | −0.562 ** | 0.129 | −0.315 ** | 0.708 ** | 1 | |||
MEDIA | 0.439 ** | −0.199 | 0.334 ** | 0.140 | −0.121 | 1 | ||
SIZE | 0.865 ** | −0.523 ** | 0.396 ** | −0.691 ** | −0.780 ** | 0.314 ** | 1 | |
DEBT | −0.042 | −0.193 | −0.184 | −0.226 * | −0.233 * | −0.495 ** | 0.146 | 1 |
Method | Statistic | Prob. ** |
---|---|---|
Levin, Lin & Chu t* | −49.3892 | 0.0000 |
ADF-Fisher Chi-square | 454.575 | 0.0000 |
PP-Fisher Chi-square | 519.191 | 0.0000 |
ADF | t-Statistic | Prob. |
---|---|---|
−7.563391 | 0.0000 | |
Residual variance | 0.202250 | |
HAC variance | 0.168018 |
Variable | Model (1) EPI | Model (2) EPI | Model (3) EPI | Model (4) EPI |
---|---|---|---|---|
SQ | −0.293 *** (−5.375) | |||
DB | −0.070 (−1.235) | |||
RBS | 0.271 *** (3.520) | |||
MC | 0.228 *** (2.911) | |||
MEDIA | 0.179 *** (3.159) | 0.132 ** (2.058) | −0.006 (−0.082) | 0.102 (1.640) |
SIZE | 0.654 *** (10.888) | 0.868 *** (14.418) | 1.075 *** (12.668) | 1.024 *** (12.363) |
DEBT | −0.008 (−0.134) | −0.116 * (−1.867) | −0.141 ** (−2.394) | −0.088 * (−1.489) |
F | 112.141 *** | 80.089 *** | 92.814 *** | 88.226 *** |
Adj R2 | 0.833 | 0.780 | 0.805 | 0.797 |
Year | Controlled | Controlled | Controlled | Controlled |
N | 2580 | 2580 | 2580 | 2580 |
Unstandardized Coefficient | Standardized Coefficient | ||||
---|---|---|---|---|---|
Model | B | Std Error | Beta | t | Prob. |
constant | −6.401 | 1.923 | 3.329 | 0.001 | |
SIZE | 0.718 | 0.074 | 0.791 | 9.643 | 0.000 |
SQ | −0.027 | 0.005 | −0.264 | −5.144 | 0.000 |
MEDIA | 0.001 | 0.000 | 0.118 | 2.250 | 0.027 |
RBS | 4990.799 | 2402.829 | 0.147 | 2.077 | 0.041 |
F | 118.882 *** | ||||
Adj-R2 | 0.841 |
Variable | Model (5a) EPI | Model (5b) EPI | Model (5c) EPI | Model (5d) EPI |
---|---|---|---|---|
SQ | −0.269 *** (−5.090) | |||
MEDIA | 0.430 *** (4.290) | |||
SQ×MEDIA | −0.250 *** (−2.977) | |||
DB | −0.083 (−1.414) | |||
MEDIA | −0.013 (−0.069) | |||
DB×MEDIA | 0.166 (0.835) | |||
RBS | 0.339 *** (4.422) | |||
MEDIA | 0.259 ** (2.370) | |||
RBS×MEDIA | 0.292 *** (3.078) | |||
MC | 0.248 *** (3.177) | |||
MEDIA | 0.299 ** (2.417) | |||
MC×MEDIA | 0.191 * (1.834) | |||
SIZE | 0.526 *** (7.336) | 0.856 *** (13.764) | 0.970 *** (11.058) | 0.934 *** (9.793) |
DEBT | 0.069 (1.179) | −0.104 (−1.624) | −0.077 (−1.283) | −0.038 (−0.585) |
F | 99.786 *** | 63.983 *** | 83.550 *** | 73.217 *** |
Adj R2 | 0.847 | 0.780 | 0.823 | 0.802 |
Year | Controlled | Controlled | Controlled | Controlled |
N | 2580 | 2580 | 2580 | 2580 |
Variable | Model (5a) EPI | Model (5b) EPI | Model (5c) EPI | Model (5d) EPI |
---|---|---|---|---|
SQ | −0.274 *** (−5.233) | |||
MEDIAp | 0.455 *** (4.449) | |||
SQ×MEDIAp | −0.267 *** (−3.152) | |||
DB | −0.130 * (−1.898) | |||
MEDIAp | −0.404 (−1.111) | |||
DB×MEDIAp | 0.585 (1.502) | |||
RBS | 0.344 *** (4.489) | |||
MEDIAp | 0.254 ** (2.351) | |||
RBS×MEDIAp | 0.289 *** (3.104) | |||
MC | 0.243 *** (3.124) | |||
MEDIAp | 0.311 ** (2.425) | |||
MC×MEDIAp | 0.200 * (1.878) | |||
SIZE | 0.510 *** (6.987) | 0.844 *** (13.625) | 0.977 *** (11.246) | 0.924 *** (9.436) |
DEBT | 0.080 (1.353) | −0.091 (−1.421) | −0.076 (−1.259) | −0.033 (−0.497) |
F | 101.277 *** | 65.389 *** | 83.723 *** | 73.227 *** |
Adj R2 | 0.849 | 0.783 | 0.823 | 0.802 |
Year | Controlled | Controlled | Controlled | Controlled |
N | 2580 | 2580 | 2580 | 2580 |
Variable | Model (5a) EPI | Model (5b) EPI | Model (5c) EPI | Model (5d) EPI |
---|---|---|---|---|
SQ | −0.228 *** (−3.386) | |||
MEDIAn | 0.116 (1.475) | |||
SQ×MEDIAn | −0.072 (−0.838) | |||
DB | −0.000 (−0.003) | |||
MEDIAn | 0.627 (1.353) | |||
DB×MEDIAn | −0.562 (−1.218) | |||
RBS | 0.340 *** (4.051) | |||
MEDIAn | 0.118 (1.368) | |||
RBS×MEDIAn | 0.167 (1.590) | |||
MC | 0.246 *** (2.884) | |||
MEDIAn | 0.080 (0.859) | |||
MC×MEDIAn | 0.017 (0.165) | |||
SIZE | 0.738 *** (13.213) | 0.893 *** (15.441) | 1.074 *** (15.974) | 1.068 *** (13.767) |
DEBT | −0.107 ** (−2.141) | −0.175 *** (−3.291) | −0.158 *** (−3.203) | −0.140 (−2.758) |
F | 80.468 *** | 62.407 *** | 76.101 *** | 69.027 *** |
Adj R2 | 0.817 | 0.775 | 0.808 | 0.793 |
Year | Controlled | Controlled | Controlled | Controlled |
N | 2580 | 2580 | 2580 | 2580 |
Variable | Model (5a) EPI | Model (5a) EPI | Model (5a) EPI |
---|---|---|---|
SQ | −0.270 *** (−4.512) | ||
MEDIA | 0.380 *** (3.344) | ||
SQ×MEDIA | −0.243 ** (−2.545) | ||
SQ | −0.275 *** (−4.611) | ||
MEDIAp | 0.401 *** (3.446) | ||
SQ×MEDIAp | −0.258 *** (−2.674) | ||
SQ | −0.248 *** (−3.382) | ||
MEDIAn | 0.930 (1.084) | ||
SQ×MEDIAn | −0.042 (−0.452) | ||
SIZE | 0.527 *** (6.485) | 0.513 *** (6.191) | 0.715*** (11.724) |
DEBT | 0.065 (0.972) | 0.073 *** (1.087) | −0.080 (−1.464) |
F | 73.998 *** | 74.615 *** | 64.773 ** |
Adj R2 | 0.804 | 0.805 | 0.782 |
Year | Controlled | Controlled | Controlled |
N | 2580 | 2580 | 2580 |
Financial Newspaper Reports | Online Media Reports | |||||||
---|---|---|---|---|---|---|---|---|
Model (1) | Model (2) | Model (3) | Model (4) | Model (1) | Model (2) | Model (3) | Model (4) | |
SQ | −0.415 *** (−7.874) | −0.404 *** (−7.275) | ||||||
DB | −0.085 (1.572) | −0.051 (−0.929) | ||||||
RBS | 0.420 *** (9.582) | 0.423 *** (8.921) | ||||||
MC | 0.143 ** (2.321) | 0.154 *** (2.466) | ||||||
MEDIA | 0.190 *** (3.754) | 0.237 *** (3.575) | 0.152 *** (3.270) | 0.227 *** (3.521) | 0.126 *** (2.586) | 0.183 *** (2.945) | 0.065 (1.388) | 0.199 *** (3.284) |
Control | YES | YES | YES | YES | YES | YES | YES | YES |
YEAR | YES | YES | YES | YES | YES | YES | YES | YES |
F | 165.375 *** | 89.797 *** | 203.213 *** | 93.499 *** | 151.421 *** | 85.127 *** | 182.650 *** | 91.596 *** |
Adj R2 | 0.881 | 0.800 | 0.901 | 0.806 | 0.871 | 0.791 | 0.891 | 0.803 |
Financial Newspaper Reports | Online Media Reports | |||||
---|---|---|---|---|---|---|
Model (5a) | Model (5a) | Model (5a) | Model (5a) | Model (5a) | Model (5a) | |
SQ | −0.236 ** (−2.563) | −0.212 * (−1.744) | −0.521 *** (−5.968) | −0.015 (09.987) | −0.061 (−0.418) | −0.402 *** (−4.620) |
MEDIA | 0.259 ** (4.513) | 0.305 *** (3.474) | ||||
SQ×MEDIA | −0.208 ** (2.235) | −0.402 *** (−2.575) | ||||
MEDIAp | 0.249 *** (3.219) | 0.303 *** (3.242) | ||||
SQ×MEDIAp | −0.228 *** (1.971) | −0.353 *** (−2.643) | ||||
MEDIAn | −0.055 (−0.683) | 0.062 (0.734) | ||||
SQ×MEDIAn | 0.148 (1.415) | −0.036 (−0.345) | ||||
Control | YES | YES | YES | YES | YES | YES |
YEAR | YES | YES | YES | YES | YES | YES |
F | 140.446 *** | 126.080 *** | 114.691 *** | 128.463 *** | 125.626 *** | 111.189 *** |
Adj R2 | 0.887 | 0.875 | 0.865 | 0.877 | 0.875 | 0.861 |
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Wang, Y.; Zhang, J. Corporate Governance, Media Coverage, and Corporate Environmental Protection Investment: Empirical Evidence from Listed Companies in China’s High-Pollution Industries. Sustainability 2023, 15, 8643. https://doi.org/10.3390/su15118643
Wang Y, Zhang J. Corporate Governance, Media Coverage, and Corporate Environmental Protection Investment: Empirical Evidence from Listed Companies in China’s High-Pollution Industries. Sustainability. 2023; 15(11):8643. https://doi.org/10.3390/su15118643
Chicago/Turabian StyleWang, Yuan, and Junrui Zhang. 2023. "Corporate Governance, Media Coverage, and Corporate Environmental Protection Investment: Empirical Evidence from Listed Companies in China’s High-Pollution Industries" Sustainability 15, no. 11: 8643. https://doi.org/10.3390/su15118643
APA StyleWang, Y., & Zhang, J. (2023). Corporate Governance, Media Coverage, and Corporate Environmental Protection Investment: Empirical Evidence from Listed Companies in China’s High-Pollution Industries. Sustainability, 15(11), 8643. https://doi.org/10.3390/su15118643