Environmental Fines and Corporate Sustainability: The Moderating Role of Governance, Firm Size, and Institutional Ownership
Abstract
1. Introduction
2. Literature Review
2.1. Theoretical Background of the Study
2.2. Hypothesis Development
2.2.1. The Influence of Environmental Fines on CSP
2.2.2. The Moderating Role of Corporate Governance Quality in the Relationship Between Environmental Fines and CSP
2.2.3. The Moderating Role of Firm Size in the Relationship Between Environmental Fines and CSP
2.2.4. The Moderating Role of Institutional Ownership in the Relationship Between Environmental Fines and CSP
3. Materials and Methods
3.1. Sample and Data
3.2. Dependent, Independent, and Control Variables
3.2.1. Dependent Variables
3.2.2. Independent Variables
3.2.3. Control Variables
3.3. Pre-Estimation Tests
3.4. The Choice of Regression Model
3.5. Choice of Regression Model
4. Data Analysis, Results and Interpretations
4.1. Descriptive and Variance Inflation Analysis
4.2. Matrix Correlation Analysis
4.3. Testing of Hypothesis
4.4. Robustness Testing
4.5. Dealing with Endogeneity and Evaluation of GMM Model Fitness
5. Discussion of the Findings
6. Conclusions
7. Theoretical Implications
8. Policy Implication
9. Practical Implication
10. Limitations and Future Directional Study
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Index | Variable | Acronym | Formulae |
|---|---|---|---|
| Dependent variables: | |||
| 1 | Corporate sustainability performance | CSP | ESG score (from 0 to 100) |
| Independent variable: | |||
| 1 | Environmental fines | ENF | Log (total environmental fines) |
| Control variables | |||
| 1 | Corporate governance quality | CGQ | Governance pillar scores (from 0 to 100) |
| 2 | Firm size | FMZ | Log (total assets) |
| 3 | Institutional ownership | ISO | |
| 4 | Return on assets | ROA | |
| 5 | Leverage | LEV | |
| 6 | Firm age | FMA | The years that the companies selected for this study were incorporated to the years (2006–2024) that the data were extracted for the study |
| 7 | Capital intensity | CPI |
| Type of Test | Corporate Sustainable Performance |
|---|---|
| Cross-sectional tests | |
| Pesaran’s test | 73.932 *** |
| Friedman’s test | 303.425 *** |
| Frees’ test | 66.092 *** |
| Heterogeneity test (Peseran–Yamagata test) | |
| Δ-tilde stat. | 32.044 *** |
| Δadj-tilde stat. | 29.324 *** |
| Endogeneity test | |
| Durbin–Wu–Hausman (DWH) test | 12.934 *** |
| Variable | Cross-Sectional Augmented Dickey–Fuller (CADF) | Cross-sectional Augmented IPS (CIPS) | ||
|---|---|---|---|---|
| Levels | 1st Difference | Levels | 1st Difference | |
| Corporate sustainable performance | −13.843 *** | −73.427 *** | −11.823 *** | −55.381 *** |
| Environmental fines | −8.762 *** | −61.445 *** | −7.532 *** | −49.283 *** |
| Corporate governance quality | −10.531 *** | −69.228 *** | −9.245 *** | −53.117 *** |
| Firm size | −6.348 *** | −57.913 *** | −5.872 *** | −47.662 *** |
| Institutional ownership | −12.417 *** | −71.563 *** | −10.398 *** | −54.832 *** |
| Return on assets | −7.921 *** | −63.784 *** | −6.842 *** | −50.239 *** |
| Leverage | −9.664 *** | −67.352 *** | −8.375 *** | −52.496 *** |
| Firm age | −5.892 *** | −59.478 *** | −4.933 *** | −48.215 *** |
| Capital intensity | −11.275 *** | −72.118 *** | −9.932 *** | −56.701 *** |
| Test | Corporate Sustainable Performance |
|---|---|
| Westerlund test | −32.621 *** |
| Variable | Obs | Mean | Std. Dev. | Min | Max | VIF | 1/VIF |
|---|---|---|---|---|---|---|---|
| Corporate sustainable performance | 3553 | 62.45 | 15.32 | 12 | 95 | - | - |
| Environmental fines | 3553 | 1.84 | 0.67 | 0 | 3.25 | 1.95 | 0.513 |
| Corporate governance quality | 3553 | 68.12 | 14.85 | 20 | 98 | 2.36 | 0.424 |
| Firm size | 3553 | 15.23 | 1.12 | 12.85 | 18.21 | 2.81 | 0.356 |
| Institutional ownership | 3553 | 3.56 | 0.12 | 0.005 | 23.08 | 2.04 | 0.49 |
| Return on assets | 3553 | 6.34 | 4.82 | −5.2 | 18.4 | 1.88 | 0.532 |
| Leverage | 3553 | 4.59 | 0.21 | 0.12 | 19.92 | 2.45 | 0.408 |
| Firm age | 3553 | 42.17 | 27.54 | 5 | 136 | 1.77 | 0.565 |
| Capital intensity | 3553 | 2.47 | 0.19 | 0.08 | 23.83 | 2.29 | 0.437 |
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) |
|---|---|---|---|---|---|---|---|---|---|
| (1) Corporate sustainable performance | 1.000 | ||||||||
| (2) Environmental fines | 0.245 | 1.000 | |||||||
| (3) Corporate governance quality | 0.312 | 0.276 | 1.000 | ||||||
| (4) Firm size | 0.184 | 0.215 | 0.298 | 1.000 | |||||
| (5) Institutional ownership | 0.402 | 0.338 | 0.254 | 0.187 | 1.000 | ||||
| (6) Return on assets | 0.521 | −0.163 | 0.347 | 0.219 | 0.308 | 1.000 | |||
| (7) Leverage | −0.276 | 0.194 | −0.148 | 0.315 | 0.261 | −0.331 | 1.000 | ||
| (8) Firm age | 0.293 | 0.224 | 0.311 | 0.412 | −0.245 | 0.367 | 0.285 | 1.000 | |
| (9) Capital intensity | 0.417 | −0.285 | 0.259 | 0.338 | 0.278 | 0.432 | −0.198 | 0.365 | 1.000 |
| Corporate Sustainable Performance | ||||
|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | Model 4 | |
| Environmental fines | 0.634 *** (0.230) | 0.521 *** (0.214) | 0.487 *** (0.175) | 0.452 *** (0.162) |
| Corporate governance quality | 0.312 *** (0.101) | 0.298 *** (0.102) | 0.285 *** (0.101) | 0.264 *** (0.102) |
| Firm size | 0.402 *** (0.152) | 0.379 *** (0.147) | 0.351 *** (0.135) | 0.338 *** (0.129) |
| Institutional ownership | 0.521 *** (0.194) | 0.498 *** (0.181) | 0.472 *** (0.163) | 0.455 *** (0.157) |
| Return on assets | 0.293 *** (0.112) | 0.281 *** (0.109) | 0.268 *** (0.106) | 0.254 *** (0.101) |
| Leverage | −0.417 *** (0.060) | −0.395 *** (0.153) | −0.372 *** (0.142) | −0.359 *** (0.037) |
| Firm age | 0.365 *** (0.149) | 0.342 *** (0.138) | 0.328 *** (0.126) | 0.315 *** (0.119) |
| Capital intensity | 0.289 *** (0.103) | 0.276 *** (0.104) | 0.262 *** (0.105) | 0.249 *** (0.101) |
| Environmental fines × corporate governance quality | 0.165 *** (0.028) | |||
| Environmental fines × firm size | 0.229 *** (0.008) | |||
| Environmental fines × institutional ownership | 0.163 *** (0.024) | |||
| CD-statistic | 2.417 *** | 2.362 *** | 2.298 *** | 2.244 *** |
| Constant | 0.318 *** (0.101) | 0.307 ** (0.106) | 0.296 ** (0.108) | 0.285 ** (0.104) |
| Observation | 3553 | 3553 | 3553 | 3553 |
| Wald tests | 41.27 *** | 43.15 *** | 44.82 *** | 46.03 *** |
| RMSE | 0.381 | 0.374 | 0.367 | 0.359 |
| Corporate Sustainable Performance | Corporate Sustainable Performance | |||
|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | Model 4 | |
| Environmental fines | 0.452 *** (0.102) | 0.468 *** (0.098) | 0.481 *** (0.094) | 0.495 *** (0.090) |
| Corporate governance quality | 0.364 *** (0.089) | 0.379 *** (0.085) | 0.391 *** (0.081) | 0.405 *** (0.078) |
| Firm size | 0.283 *** (0.076) | 0.295 *** (0.073) | 0.307 *** (0.070) | 0.319 *** (0.067) |
| Institutional ownership | 0.438 *** (0.095) | 0.452 *** (0.092) | 0.464 *** (0.089) | 0.479 *** (0.086) |
| Return on assets | 0.555 *** (0.104) | 0.569 *** (0.101) | 0.582 *** (0.098) | 0.596 *** (0.095) |
| Leverage | −0.318 *** (0.082) | −0.331 *** (0.079) | −0.343 *** (0.076) | −0.356 *** (0.073) |
| Firm age | 0.394 *** (0.088) | 0.408 *** (0.085) | 0.421 *** (0.082) | 0.434 *** (0.079) |
| Capital intensity | 0.469 *** (0.097) | 0.482 *** (0.094) | 0.496 *** (0.091) | 0.509 *** (0.088) |
| Environmental fines × corporate governance quality | 0.365 *** (0.080) | |||
| Environmental fines × firm size | 0.442 *** (0.085) | |||
| Environmental fines × institutional ownership | 0.429 *** (0.078) | |||
| Constant | 0.325 *** (0.079) | 0.338 *** (0.076) | 0.351 *** (0.073) | 0.364 *** (0.070) |
| Observation | 3553 | 3553 | 3553 | 3553 |
| Wald tests | 68.45 *** | 70.12 *** | 72.08 *** | 74.36 *** |
| RMSE | 0.329 | 0.322 | 0.316 | 0.309 |
| Corporate Sustainable Performance | ||||
|---|---|---|---|---|
| Model 1 | Model 2 | Model 3 | Model 4 | |
| Environmental fines | 0.184 *** (0.021) | 0.231 *** (0.019) | 0.207 *** (0.022) | 0.196 *** (0.018) |
| Corporate governance quality | 0.312 *** (0.018) | 0.265 *** (0.020) | 0.298 *** (0.019) | 0.287 *** (0.017) |
| Firm size | 0.451 *** (0.025) | 0.438 *** (0.023) | 0.462 *** (0.024) | 0.429 *** (0.022) |
| Institutional ownership | 0.522 *** (0.027) | 0.498 *** (0.021) | 0.541 *** (0.026) | 0.517 *** (0.023) |
| Return on assets | 0.334 *** (0.019) | 0.356 *** (0.018) | 0.347 *** (0.020) | 0.339 *** (0.019) |
| Leverage | −0.612 *** (0.028) | −0.589 *** (0.024) | −0.627 *** (0.027) | −0.603 *** (0.025) |
| Firm age | 0.442 *** (0.021) | 0.417 *** (0.022) | 0.463 *** (0.020) | 0.451 *** (0.019) |
| Capital intensity | 0.287 *** (0.018) | 0.294 *** (0.017) | 0.279 *** (0.019) | 0.301 *** (0.018) |
| Environmental fines × corporate governance quality | 0.214 *** (0.015) | |||
| Environmental fines × firm size | 0.712 *** (0.026) | |||
| Environmental fines × institutional ownership | 0.531 *** (0.022) | |||
| Observation | 3271 | 3271 | 3271 | 3271 |
| AR (1) | 0.000 | 0.000 | 0.000 | 0.000 |
| AR (2) | 0.745 | 0.812 | 0.791 | 0.768 |
| Sargan test | 0.327 | 0.412 | 0.386 | 0.401 |
| Hansen test | 0.156 | 0.121 | 0.298 | 0.272 |
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Ahfeeth, A.M.J.; Çelebi, A. Environmental Fines and Corporate Sustainability: The Moderating Role of Governance, Firm Size, and Institutional Ownership. Sustainability 2025, 17, 9252. https://doi.org/10.3390/su17209252
Ahfeeth AMJ, Çelebi A. Environmental Fines and Corporate Sustainability: The Moderating Role of Governance, Firm Size, and Institutional Ownership. Sustainability. 2025; 17(20):9252. https://doi.org/10.3390/su17209252
Chicago/Turabian StyleAhfeeth, Abduljalil Misbah Jummah, and Ayşem Çelebi. 2025. "Environmental Fines and Corporate Sustainability: The Moderating Role of Governance, Firm Size, and Institutional Ownership" Sustainability 17, no. 20: 9252. https://doi.org/10.3390/su17209252
APA StyleAhfeeth, A. M. J., & Çelebi, A. (2025). Environmental Fines and Corporate Sustainability: The Moderating Role of Governance, Firm Size, and Institutional Ownership. Sustainability, 17(20), 9252. https://doi.org/10.3390/su17209252

