| Literature DB >> 32825596 |
Liu Yang1, Han Qin2, Quanxin Gan3,4, Jiafu Su5.
Abstract
As an important measure of enterprise governance, internal control can enhance the organizational rationality of the enterprise, ensure that the enterprise consciously assumes social responsibility for the protection of the natural environment and resources, and promote the sustainable development of the national economy. Using data from China's A-share heavy pollution industry listed companies from 2009 to 2018, this study explored the relationships among internal control quality, enterprise environmental protection investment, and financial performance. The results show that the quality of internal control has a significant positive impact on enterprise environmental protection investment and financial performance. Enterprise environmental protection investment has a significant positive impact on financial performance and plays a partial intermediary role in the positive impact of internal control quality on financial performance. While expanding the theory of resource-based concepts, this study clarified the positive impact of corporate environmental management and practical behavior on corporate value and provides a theoretical basis for companies to actively implement environmental protection responsibilities, strengthen internal environmental management capabilities, and enhance corporate value. At the same time, it also provides a basis for the government to issue relevant environmental protection policies, strengthen enterprise internal control construction guidelines, and encourage third-party organizations to evaluate the effectiveness of enterprise internal control.Entities:
Keywords: environmental protection investment; environmental sustainability; financial performance; heavy pollution industry; internal control
Mesh:
Year: 2020 PMID: 32825596 PMCID: PMC7503461 DOI: 10.3390/ijerph17176082
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Theoretical model.
Variable description.
| Type | Name | Code | Connotation |
|---|---|---|---|
| Explained variable | Financial performance | EPS | Net profit divided by total shares |
| Explanatory variable | Internal control quality | ICQ | Natural logarithm of internal control index |
| Intermediary variable | Environmental protection investment | EPI | Natural logarithm of newly added environmental protection investment |
| Control variable | Asset–liability ratio | LEV | Total liabilities divided |
| Asset turnover ratio | ATO | Operating income divided | |
| The proportion of independent directors | ID | Number of independent directors divided by total number of boards | |
| Operating risk | VOL | Annual stock price volatility | |
| CEO change | TURN | If the CEO changed to 1 in the previous year, otherwise 0 | |
| Institutional investor holdings | INSHARE | Institutional investor holdings divided by total shares | |
| Enterprise size | SIZE | Natural log of total assets | |
| Market the degree of competition | HHI | Hefindahl–Hirschman index | |
| Time | YEAR | Virtual variable |
Descriptive statistics.
| Variables | N | Mean | Std | Maximum | Minimum | Median |
|---|---|---|---|---|---|---|
| EPS | 2326 | 0.3771 | 0.6517 | 13.0991 | −2.6767 | 0.2415 |
| ICQ | 2326 | 6.4877 | 0.1730 | 6.8797 | 4.1909 | 6.5157 |
| EPI | 2326 | 16.6052 | 2.4269 | 23.8949 | 6.5523 | 16.7236 |
| LEV | 2326 | 0.4855 | 0.2055 | 1.3518 | 0.0167 | 0.4979 |
| ATO | 2326 | 0.6522 | 0.3967 | 3.2808 | 0.0513 | 0.5714 |
| ID | 2326 | 0.3679 | 0.0537 | 0.7143 | 0.2308 | 0.3333 |
| VOL | 2326 | 42.2535 | 15.7877 | 133.3848 | 5.2898 | 39.2071 |
| TURN | 2326 | 0.8396 | 0.3670 | 1 | 0 | 1 |
| INSHARE | 2326 | 45.2132 | 22.7455 | 186.9690 | 0.0000 | 46.2644 |
| SIZE | 2326 | 22.6629 | 1.3333 | 28.5085 | 19.8377 | 22.5168 |
| HHI | 2326 | 0.1088 | 0.1229 | 0.9700 | 0.0153 | 0.0807 |
Pearson’s correlation coefficients for the full sample.
| Variables | EPS | ICQ | EPI | LEV | ATO | ID | VOL | TURN | INSHARE | SIZE | HHI |
|---|---|---|---|---|---|---|---|---|---|---|---|
| EPS | 1 | ||||||||||
| ICQ | 0.2872 *** | 1 | |||||||||
| EPI | 0.0992 *** | 0.1177 *** | 1 | ||||||||
| LEV | −0.2256 *** | −0.0509 ** | 0.2794 *** | 1 | |||||||
| ATO | 0.0691 *** | 0.0770 *** | −0.1041 *** | −0.0365 * | 1 | ||||||
| ID | 0.0458 ** | −0.0188 | −0.0894 *** | −0.0536 *** | 0.0601 *** | 1 | |||||
| VOL | −0.0416 ** | −0.0296 | −0.0905 *** | −0.0232 | −0.0243 | −0.0114 | 1 | ||||
| TURN | 0.0985 *** | 0.0486 ** | −0.0061 | −0.1196 *** | −0.0222 | −0.0203 | 0.0049 | 1 | |||
| INSHARE | 0.1272 *** | 0.1082 *** | 0.1421 *** | 0.1679 *** | 0.1209 *** | 0.0021 | −0.0805 *** | −0.0896 *** | 1 | ||
| SIZE | 0.1498 *** | 0.1576 *** | 0.4971 *** | 0.4739 *** | −0.0345 * | 0.0083 | −0.2149 *** | −0.0658 *** | 0.4170 *** | 1 | |
| HHI | −0.0201 | 0.0128 | −0.0995 *** | −0.0307 | 0.1273 *** | 0.0743 *** | −0.0542 *** | 0.0169 | 0.0208 | −0.0448 ** | 1 |
Note: *, **, *** indicate significance at the 10%, 5%, and 1% levels, respectively, and the same below.
Regression coefficient and results of each model.
| Variables | Model (1) | Model (2) | Model (3) |
|---|---|---|---|
| EPS | EPI | EPS | |
| ICQ | 0.829 *** | 0.792 *** | 0.819 *** |
| (7.94) | (3.03) | (7.89) | |
| EPI | 0.013 *** | ||
| (2.68) | |||
| LEV | −1.062 *** | 0.643 ** | −1.070 *** |
| (−10.57) | (2.49) | (−10.62) | |
| ATO | 0.052 * | −0.435 *** | 0.058 * |
| (1.72) | (−3.73) | (1.90) | |
| ID | 0.374 | −3.629 *** | 0.421 |
| (1.23) | (−4.51) | (1.38) | |
| VOL | 0.003 * | 0.004 | 0.003 * |
| (1.93) | (1.00) | (1.89) | |
| TURN | 0.119 *** | 0.141 | 0.118 *** |
| (3.90) | (1.19) | (3.86) | |
| INSHARE | 0.002 *** | −0.007 *** | 0.002 *** |
| (3.25) | (−3.11) | (3.38) | |
| SIZE | 0.132 *** | 0.894 *** | 0.121 *** |
| (8.35) | (19.98) | (7.70) | |
| HHI | −0.181 ** | −1.245 *** | −0.165 ** |
| (−2.32) | (−3.45) | (−2.14) | |
| YEAR | Control | Control | Control |
| Constant | −7.777 *** | −7.302 *** | −7.683 *** |
| (−10.79) | (−4.15) | (−10.75) | |
| N | 2326 | 2326 | 2326 |
| R2 | 0.214 | 0.277 | 0.216 |
| R2_Adj | 0.208 | 0.271 | 0.209 |
| F | 17.36 *** | 47.03 *** | 16.52 *** |
| VIF_Max | 1.92 | 1.92 | 2.21 |
Note: *, **, *** indicate significance at the 10%, 5%, and 1% levels, respectively.
Robustness test (Alternative measures).
| Variables | EI | CPR | ||||
|---|---|---|---|---|---|---|
| Model (1) | Model (2) | Model (3) | Model (1) | Model (2) | Model (3) | |
| EPS | EI | EPS | CPR | EI | CPR | |
| ICQ | 0.795 *** | 0.015 *** | 0.780 *** | 0.169 *** | 0.015 *** | 0.164 *** |
| (7.42) | (3.85) | (7.33) | (5.72) | (3.85) | (5.54) | |
| EI | 1.037 *** | 0.345 * | ||||
| (4.52) | (1.84) | |||||
| LEV | −1.057 *** | 0.028 *** | −1.086 *** | −0.385 *** | 0.028 *** | −0.394 *** |
| (−10.09) | (2.85) | (−10.38) | (−10.10) | (2.85) | (−10.78) | |
| ATO | 0.060 * | −0.012 *** | 0.073 ** | −0.091 *** | −0.012 *** | −0.087 *** |
| (1.88) | (−5.47) | (2.25) | (−7.26) | (−5.47) | (−6.93) | |
| ID | 0.443 | −0.012 | 0.455 | 0.162 * | −0.012 | 0.166 * |
| (1.38) | (−0.67) | (1.42) | (1.80) | (−0.67) | (1.85) | |
| VOL | 0.002 | 0.000 | 0.002 | −0.000 | 0.000 | −0.000 |
| (1.34) | (1.03) | (1.28) | (−0.98) | (1.03) | (−1.06) | |
| TURN | 0.135 *** | 0.003 | 0.132 *** | 0.016 | 0.003 | 0.015 |
| (4.34) | (1.29) | (4.27) | (1.16) | (1.29) | (1.09) | |
| INSHARE | 0.002 *** | 0.000 | 0.002 *** | 0.000 ** | 0.000 | 0.000 ** |
| (2.97) | (0.28) | (2.96) | (2.19) | (0.28) | (2.17) | |
| SIZE | 0.138 *** | −0.004 ** | 0.142 *** | 0.029 *** | −0.004 ** | 0.031 *** |
| (8.16) | (−2.49) | (8.41) | (5.69) | (−2.49) | (6.10) | |
| HHI | −0.170 ** | −0.002 | −0.168 ** | 0.022 | −0.002 | 0.023 |
| (−2.18) | (−0.22) | (−2.18) | (0.70) | (−0.22) | (0.76) | |
| YEAR | Control | Control | Control | Control | Control | Control |
| Constant | −7.734 *** | −0.009 | −7.725 *** | −1.474 *** | −0.009 | −1.471 *** |
| (−10.39) | (−0.27) | (−10.44) | (−6.90) | (−0.27) | (−6.96) | |
| N | 2089 | 2089 | 2089 | 2089 | 2089 | 2089 |
| R2 | 0.218 | 0.038 | 0.221 | 0.191 | 0.038 | 0.195 |
| R2_Adj | 0.211 | 0.0295 | 0.214 | 0.184 | 0.0295 | 0.188 |
| F | 15.94 *** | 5.188 *** | 15.84 *** | 14.56 *** | 5.188 *** | 15.69 *** |
Note: *, **, *** indicate significance at the 10%, 5%, and 1% levels, respectively.
Robustness test (Winsorize treatment and fixed effect model).
| Winsorized | Fixed Effect Model | |||||
|---|---|---|---|---|---|---|
| Model (1) | Model (2) | Model (3) | Model (1) | Model (2) | Model (3) | |
| EPS | EI | EPS | EPS | EI | EPS | |
| ICQ | 1.066 *** | 0.018 *** | 1.046 *** | 0.813 *** | 0.020 *** | 0.785 *** |
| (11.05) | (4.89) | (10.88) | (10.80) | (4.28) | (10.40) | |
| EI | 1.087 *** | 1.411 *** | ||||
| (3.22) | (3.46) | |||||
| LEV | −0.903 *** | 0.017 *** | −0.921 *** | −0.960 *** | 0.015 ** | −0.981 *** |
| (−13.02) | (4.00) | (−13.39) | (−9.26) | (2.22) | (−9.48) | |
| ATO | 0.052 * | −0.011 *** | 0.064 ** | 0.400 *** | −0.009 *** | 0.413 *** |
| (1.80) | (−7.10) | (2.17) | (7.22) | (−2.58) | (7.46) | |
| ID | 0.266 | −0.020 | 0.287 | −0.755 *** | 0.010 | −0.770 *** |
| (1.41) | (−1.52) | (1.52) | (−2.76) | (0.61) | (−2.82) | |
| VOL | 0.002 ** | 0.000 | 0.002 ** | −0.000 | −0.000 | 0.000 |
| (2.50) | (1.63) | (2.34) | (−0.05) | (−0.60) | (0.00) | |
| TURN | 0.108 *** | 0.002 | 0.106 *** | 0.045 * | 0.003 ** | 0.040 |
| (3.89) | (1.04) | (3.84) | (1.79) | (2.04) | (1.61) | |
| INSHARE | 0.001 *** | −0.000 | 0.001 *** | 0.000 | −0.000 | 0.000 |
| (2.87) | (−0.25) | (2.89) | (0.29) | (−0.94) | (0.38) | |
| SIZE | 0.111 *** | −0.002 *** | 0.113 *** | 0.182 *** | −0.002 | 0.185 *** |
| (9.30) | (−2.84) | (9.57) | (7.59) | (−1.28) | (7.73) | |
| HHI | −0.166 ** | −0.007 | −0.158 ** | 0.187 | −0.012 | 0.205 |
| (−2.36) | (−1.44) | (−2.27) | (0.88) | (−0.91) | (0.96) | |
| YEAR | Control | Control | Control | - | - | - |
| Constant | −8.873 *** | −0.058 ** | −8.811 *** | −8.623 *** | −0.078 | −8.513 *** |
| (−14.45) | (−2.34) | (−14.38) | (−11.07) | (−1.58) | (−10.96) | |
| N | 2089 | 2089 | 2089 | 2089 | 2089 | 2089 |
| R2 | 0.270 | 0.045 | 0.273 | 0.176 | 0.022 | 0.183 |
| R2_Adj | 0.264 | 0.0372 | 0.267 | - | - | - |
| F | 25.83 *** | 6.074 *** | 25.33 *** | 35.75 *** | 3.668 *** | 33.61 *** |
Note: *, **, *** indicate significance at the 10%, 5%, and 1% levels, respectively.