Submitted:
14 February 2023
Posted:
21 February 2023
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Abstract
Keywords:
Introduction
Literature Review and Hypotheses Development
Financial Disclosure
CSR
Risks within the Banking Sector
Stakeholders’ Theory
Research Methodology
Variables Measurement
Independent Variables:
- Credit risk: the possibility that a borrower will default on their loan or other credit obligations.
- Interest rate risk: the risk that a bank’s earnings and capital will be affected by changes in interest rates.
- Liquidity risk: the risk that a bank will not be able to fulfill its financial obligations when they fall due.
- Operational risk: the risk of loss resulting from inadequate or failed internal processes, systems, human errors, or external events. To provide clarity, a risk disclosure index for each bank is calculated by a specific method.
Regression Model
Data Analysis and Empirical Results
Descriptive Statistics and CSR Disclosure Level
Multicollinearity analysis
Empirical Analysis
Discussion and Conclusion
References
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| Variables | Obs | Mean | Std. dev |
|---|---|---|---|
| CSR level | 230 | 0.22 | 0.134 |
| LR level | 230 | 0.15 | 0.264 |
| IRR level | 230 | 0.17 | 0.187 |
| CR level | 230 | 0.25 | 0.221 |
| OR level | 230 | 0.157 | 0.352 |
| Size of Bank | 230 | 14.329 | 2.33 |
| ROE | 230 | 0.662 | 7.927 |
| Leverage | 230 | 37.2 | 24.079 |
| Bank age | 230 | 26.15 | 16.866 |
| Variables | Variance inflation factor (VIF) |
|---|---|
| CSR level | 1.689 |
| LR level | 1.570 |
| IRR level | 1.354 |
| CR level | 1.283 |
| OR level | 1.799 |
| Size of Bank | 1.268 |
| ROE | 1.649 |
| Leverage | 1.566 |
| Dependent Variable | R | R2 |
Adjusted R2 | ANOVA | Coefficients | ||||
| F | Sig. F* | B | β | T | Sig. T* | ||||
| CSR | 0.745 | 0.631 | 0.629 | 284.350 | 0.000 | 0.872 | 0.798 | 20.034 | 0.000 |
| Dependent Variable | R | R2 |
Adjusted R2 | ANOVA | Coefficients | ||||
| F | Sig. F* | B | β | T | Sig. T* | ||||
| CSR | 0.738 | 0.614 | 0.611 | 684.198 | 0.000 | 0.796 | 0.647 | 16.154 | 0.000 |
| Dependent Variable | R | R2 |
Adjusted R2 | ANOVA | Coefficients | ||||
| F | Sig. F* | B | β | T | Sig. T* | ||||
| CSR | 0.759 | 0.662 | 0.659 | 031.221 | 0.000 | 0.812 | 0.673 | 19.648 | 0.000 |
| Dependent Variable | R | R2 |
Adjusted R2 | ANOVA | Coefficients | ||||
| F | Sig. F* | B | β | T | Sig. T* | ||||
| CSR | 0.698 | 0.578 | 0.576 | 236.184 | 0.000 | 0.647 | 0.591 | 13.542 | 0.000 |
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