A Greener Paradigm Shift: The Moderating Role of Board Independence in Sustainability Reporting
Abstract
:1. Introduction
- EIS = environmental innovation score;
- m = total number of innovation activities or processes performed in an accounting period;
- n = total number of innovation activities noted in an industry in an accounting period.
- EPS = environmental pillar score;
- m = total number of activities or processes performed by a firm in an accounting period;
- n = total number of activities noted in an industry in an accounting period.
2. Literature Review and Hypothesis Development
2.1. Theoretical Framework
2.2. The Role of Corporate Social Responsibility in the Greener Revolution
2.3. The Role of ESGS on the Greener Revolution
2.4. Board Independence as Moderator
2.5. Conceptual Framework
3. Data and Methodology
3.1. Data Collection and Sampling Technique
3.2. Econometric Model
4. Results and Interpretation
4.1. Interaction Effect of Sustainability Reporting
4.1.1. Interaction Effect of CSRSS with Bind, Using EIS as a Performance Variable
4.1.2. Interaction Effect of CSRSS with Bind, Using EPS as a Performance Variable
4.1.3. Interaction Effect of ESGS with Bind, Using EIS as a Performance Variable
4.1.4. Interaction Effect of ESGS with Bind, Using EPS as a Performance Variable
5. Discussion of Findings
5.1. A Holistic Comparison of the Results with Those of Past Studies
5.2. Theoretical Implications
5.3. Policy Recommendation
5.4. Limitations of This Study
5.5. Avenues for Future Research and Recommendations
5.6. Concluding Remarks
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
S.r No | Title of Activities |
---|---|
1 | Occupational health |
2 | Consumer protection measures |
3 | Contribution towards natural calamities |
4 | Policy of mutual respect at the workplace |
5 | Employees’ children policy |
6 | Rural development program |
7 | The on-job vocational training program |
8 | Pension and retirement plans |
9 | Interest-free loans to employees |
Appendix B
Environment, Social, and Governance |
Environment |
|
Social |
|
Governance |
|
Appendix C
EIS | Weight Assigned | |
---|---|---|
Environmental Impact Reduction | 30% | |
| ||
Innovation and New Product Development | 30% | |
| ||
Technology Adoption and Process Efficiency | 40% | |
| ||
Appendix D
EPS | |
---|---|
Environmental Management Practices | 40% |
| |
Resource Usage Efficiency | 25% |
| |
Climate Change Strategies | 25% |
| |
Biodiversity and Land Use | 10% |
| |
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Type of Variable | Variable | Proxies | Measurement Criteria | References |
---|---|---|---|---|
Independent variable | ESG reporting | CSRSS | An average score of all CSR activities over the last 12 years. | [113,114,115,116] |
ESGS | A weighted average score of all the ESG activities over the last 12 years. | [39,117,118] | ||
Dependent variable | Greener revolution | EIS | The weighted average cost is based on three factors: ‘environmental impact reduction’, ‘innovation and new product development’, and ‘technology adoption and process efficiency’. | [24,119,120] |
EPS | A weighted average score of four indicators including ‘environmental management practices’, ‘resource usage efficiency’, ‘climate change strategies’, and ‘biodiversity and land use’. | [24,121,122] | ||
Moderator | Board independence | Bind | The ratio of independent directors to total board members. | [99,123,124] |
Control Variable | Firm size | Fs | Log total assets of the firm. | [125,126,127] |
Firm age | Fage | Log firm age (where firm age is taken from the date of its incorporation till today). | [128,129] | |
Firm profitability | FP | ROA | [130,131] | |
Leverage | Lvg | The ratio of debt to total assets | [86,132,133] |
Variables | Mean | Std.dev | CSRSS | ESGS | Bind | EIS | EPS | Fs | Fage | FP | Lvg | CSRSSBind | ESGSBind |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CSRSS | 0.405 | 0.215 | 1.000 | ||||||||||
ESGS | 1.991 | 0.396 | 0.07 *** | 1.000 | |||||||||
Bind | 0.253 | 0.434 | 0.005 | −0.03 ** | 1.000 | ||||||||
EIS | 61.229 | 10.905 | −0.021 | 0.05 *** | 0.03 * | 1.000 | |||||||
EPS | 8.285 | 2.613 | 0.06 *** | 0.07 *** | −0.04 *** | 0.07 *** | 1.000 | ||||||
Fs | 3.110 | 0.779 | −0.24 *** | −0.22 *** | 0.024 | −0.09 *** | −0.13 *** | 1.000 | |||||
Fage | 1.604 | 0.244 | 0.07 *** | 0.06 *** | 0.021 | 0.03 ** | 0.004 | −0.08 *** | 1.000 | ||||
FP | 0.162 | 0.344 | 0.03 ** | 0.005 | 0.013 | 0.039 | −0.003 | 0.187 | −0.000 *** | 1.000 | |||
Lvg | 0.362 | 0.171 | −0.21 *** | −0.05 *** | 0.013 | −0.06 *** | −0.03 ** | 0.273 | −0.07 *** | −0.05 *** | 1.000 | ||
CSRSSBind | 0.103 | 0.204 | 0.27 *** | −0.003 | 0.094 *** | 0.025 | −0.005 | −0.069 | 0.036 | 0.01 *** | −0.04 * | 1.000 | |
ESGSBind | 0.498 | 0.946 | 0.014 | 0.0759 *** | 0.099 *** | 0.03 ** | −0.02 * | 0.001 | 0.02 * | 0.013 | 0.006 | 0.03 *** | 1.000 |
Model 1 | Model 2 | |||||
---|---|---|---|---|---|---|
Variables | Pooled OLS | RE | FE | Pooled OLS | RE | FE |
EIS | EIS | EIS | EPS | EPS | EPS | |
CSRSS | −2.98 *** (0.000) | −0.19 (0.825) | 0.58 (0.549) | 0.39 ** (0.037) | 0.53 ** (0.016) | 0.72 *** (0.006) |
ESGS | 0.88 ** (0.037) | 0.63 (0.162) | 0.41 (0.400) | 0.29 *** (0.004) | −0.02 (0.829) | −0.28 ** (0.029) |
Fs | −1.30 *** (0.000) | −0.57 (0.159) | 1.57 ** (0.045) | −0.40 *** (0.000) | −0.39 *** (0.000) | −0.22 (0.272) |
Fage | 0.97 (0.146) | 0.71 (0.287) | 0.56 (0.420) | −0.11 (0.476) | −0.19 (0.262) | −0.25 (0.175) |
FP | 1.75 *** (0.000) | 1.42 *** (0.001) | 1.29 *** (0.003) | 0.14 (0.209) | 0.098 (0.374) | 0.07 (0.488) |
Lvg | −3.04 *** (0.002) | −2.00 * (0.068) | −1.68 (0.155) | 0.15 (0.535) | −0.195 (0.475) | −0.48 (0.122) |
_cons | 63.98 *** (0.000) | 61.18 *** (0.000) | 54.80 *** (0.000) | 8.90 *** (0.000) | 9.69 *** (0.000) | 9.81 *** (0.000) |
R-sq | 0.023 | 0.038 | 0.016 | 0.029 | 0.0627 | 0.022 |
Adj-R-sq | 0.022 | 0.037 | 0.014 | 0.019 | 0.0626 | 0.021 |
Prob (F) | 12.97 (0.000) | 20.24 (0.002) | 3.03 (0.005) | 15.70 (0.000) | 35.83 (0.000) | 2.78 (0.010) |
BP-LM TEST | chibar2(01) = 2583.66 | chibar2(01) = 813.04 | ||||
Prob > chibar2 = 0.000 | Prob > chibar2 = 0.000 | |||||
Hausman Test | Chi2 (7) = 19.87 | Chi2 (7) = 22.81 | ||||
p > chi 2 = 0.001 | p > chi 2 = 0.000 |
Model 1 | Model 2 | |||||
---|---|---|---|---|---|---|
Pooled OLS | RE | FE | Pooled OLS | RE | FE | |
Variables | EIS | EIS | EIS | EPS | EPS | EPS |
CSRSS | 4.77 *** (0.004) | 1.77 (0.153) | 1.25 (0.342) | −0.45 (0.113) | −0.05 (0.859) | 0.31 (0.367) |
ESGS | 2.13 ** (0.010) | 1.93 *** (0.004) | 1.84 *** (0.009) | −0.17 (0.270) | −0.32 * (0.055) | −0.46 ** (0.012) |
Bind | 6.44 (0.148) | 8.97 ** (0.049) | 9.50 ** (0.049) | −1.49 *** (0.000) | −3.28 *** (0.001) | −2.45 (0.053) |
Fs | −0.99 *** (0.000) | −0.54 (0.181) | 1.47 * (0.059) | −0.11 *** (0.000) | −0.37 *** (0.000) | −0.22 (0.268) |
Fage | 0.77 (0.163) | 0.64 (0.335) | 0.48 (0.490) | −0.02 (0.607) | −0.17 (0.323) | −0.23 (0.197) |
FP | 2.83 *** (0.000) | 1.40 *** (0.001) | 1.27 *** (0.003) | 0.21 (0.161) | 0.10 (0.366) | 0.07 (0.502) |
Lvg | −3.11 *** (0.002) | −1.99 * (0.069) | −1.62 (0.171) | 0.09 (0.582) | −0.18 (0.509) | −0.47 (0.134) |
CSRSSBind | 2.03 (0.581) | 6.82 * (0.073) | 8.12 ** (0.043) | 3.37 *** (0.000) | 2.50 *** (0.009) | 1.82 * (0.085) |
ESGSBind | −3.02 (0.114) | −5.17 *** (0.008) | −5.68 *** (0.005) | 1.74 *** (0.000) | 1.21 ** (0.014) | 0.75 (0.163) |
_cons | 62.27 *** (0.000) | 58.86 *** (0.000) | 52.74 *** (0.000) | 10.23 *** (0.000) | 10.53 *** (0.000) | 10.38 *** (0.000) |
0.102 | 0.026 | 0.014 | 0.0287 | 0.0845 | 0.037 | |
Adj- | 0.101 | 0.0245 | 0.011 | 0.0267 | 0.0841 | 0.034 |
Prob (F) | 9.44 (0.000) | 34.08 (0.000) | 3.67 (0.000) | 14.51 (0.000) | 49.22 (0.000) | 2.40 (0.012) |
BP-LM TEST | chibar2(01) = 2597.99 | chibar2(01) = 752.69 | ||||
Prob > chibar2 = 0.000 | Prob > chibar2 = 0.000 | |||||
Hausman Test | Chi2 (7) = 21.67 | Chi2 (7) = 31.26 | ||||
p > chi 2 = 0.010 | p > chi 2 = 0.003 |
EIS | EPS | |||
---|---|---|---|---|
Model 1 | Model 2 | Model 1 | Model 2 | |
Variables | Base Model | Full Model | Base Model | Full Model |
CSRSS | −2.98 *** | 4.77 *** | 0.39 ** | −0.45 |
ESGS | 0.88 ** | 2.13 ** | 0.29 *** | −0.17 |
Fs | −1.3 *** | −0.99 *** | −0.40 *** | −0.11 *** |
Fage | 0.97 | 0.77 | −0.11 | −0.02 |
FP | 1.75 *** | 2.83 *** | 0.14 | 0.21 |
Lvg | −3.03 *** | −3.11 *** | 0.14 | 0.09 |
Bind | 6.44 | −1.49 *** | ||
CSRSSBind | 2.03 | 3.37 *** | ||
ESGSBind | −3.02 | 1.74 *** | ||
cons | 63.98 *** | 62.26 *** | 8.90 *** | 10.23 *** |
0.017 | 0.102 | 0.029 | 0.042 | |
change in | F-test | Sig | ||
Model 1(EIS) | 0.017 | 0.102 | 7.49 | (0.000) |
Model 2 (EPS) | 0.029 | 0.042 | 9.73 | (0.000) |
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Noor, A.; Hassan, R.; Fortea, C.; Antohi, V.M. A Greener Paradigm Shift: The Moderating Role of Board Independence in Sustainability Reporting. Sustainability 2025, 17, 4776. https://doi.org/10.3390/su17114776
Noor A, Hassan R, Fortea C, Antohi VM. A Greener Paradigm Shift: The Moderating Role of Board Independence in Sustainability Reporting. Sustainability. 2025; 17(11):4776. https://doi.org/10.3390/su17114776
Chicago/Turabian StyleNoor, Abid, Rohail Hassan, Costinela Fortea, and Valentin Marian Antohi. 2025. "A Greener Paradigm Shift: The Moderating Role of Board Independence in Sustainability Reporting" Sustainability 17, no. 11: 4776. https://doi.org/10.3390/su17114776
APA StyleNoor, A., Hassan, R., Fortea, C., & Antohi, V. M. (2025). A Greener Paradigm Shift: The Moderating Role of Board Independence in Sustainability Reporting. Sustainability, 17(11), 4776. https://doi.org/10.3390/su17114776