Submitted:
24 February 2026
Posted:
26 February 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Literature Review and Hypothesis Development
2.1. ESG and Firm Performance Nexus
2.1.1. ESG and Profitability
2.1.2. ESG and Market Performance
2.1.3. ESG and Risk Resilience
2.2. Moderating Role of Governance Mechanisms
2.2.1. Board Independence and ESG Disclosure
2.2.2. Gender Diversity and ESG Performance
2.2.3. Institutional Ownership and ESG Disclosure
3. Sample Construction and Research Methodology
3.1. Sample Construction and Regional Scope
3.2. Data Sources and Data Collection
3.3. Measurement of Environmental, Social and Governance Disclosure
3.4. Statistical Analysis and Model Specifications
3.4.1. Baseline Model (Cross-Sectional Regression)
3.4.2. Moderation Model (Interaction Terms)
| Variable label | Variables | Variable definition |
| Dependent variables | ||
| ROA | Profitability | Net Income ÷ Total Assets |
| ROE | Profitability | Net Income ÷ Total Equity |
| TQ | Market Performance | (Market value of equity + Book value of debt)/Book value of total assets |
| CAR | Risk indicators | Capital adequacy ratio |
| Independent variables | ||
| ESGDI | ESG disclosure index | Unweighted ESG disclosure index |
| Moderating variables | ||
| ID | Board independence ratio | Number of independent directors ÷total board size |
| FBM | Female Board Member ratio | Proportions of female directors on board |
| IO | Institutional ownership structure | Percentage of Intuitional ownership |
| Control Variables | ||
| logA | Company size | Log of total assets |
| GDP | Country size | GDP growth rate during those two periods, respectively |
| Infla | Inflation rate | Inflation rate during those two periods, respectively |
| Mus | Concentration of Muslim population | Percentage of Muslim population during those two periods, respectively |
| LDR | Asset profitability | Loan-deposit ratio |
| logB | Board size | Number of board members |
4. Empirical Results
4.1. Descriptive Statistics
4.2. Correlation Analysis
4.3. Direct Effects of ESG (H3)
| 2018 | 2023 | |||||
|---|---|---|---|---|---|---|
| Beta | t-value | Sig. | Beta | t-value | Sig. | |
| ESGDI | .05 | 0.47 | 0.64 | .07 | 0.60 | 0.56 |
| ID | .04 | 0.45 | 0.66 | -.08 | -1.50 | 0.15 |
| FBM | .04 | 0.26 | 0.80 | .28 | 1.89 | 0.07 |
| IO | .05 | 0.60 | 0.56 | -.02 | -0.29 | 0.78 |
| logA | .03 | 2.67 | 0.02 | 0 | 2.89 | 0.01 |
| GDP | .56 | 0.57 | 0.57 | -.36 | -0.80 | 0.43 |
| Infla | -.57 | -0.74 | 0.46 | .43 | 2.20 | 0.04 |
| Mus | .15 | 1.44 | 0.17 | .35 | 3.50 | 0.00 |
| LDR | .03 | 1.63 | 0.12 | -.00 | -0.46 | 0.65 |
| logB | -.00 | -0.13 | 0.89 | -.00 | -0.57 | 0.58 |
| _cons | -.15 | -1.10 | 0.28 | -.29 | -1.79 | 0.09 |
| R² | 0.39 | 0.61 | ||||
| Root MSE | .06 | .05 | ||||
| F value | 5.65 | 5.11 | ||||
| Sig. | 0.00 | 0.00 |
| 2018 | 2023 | |||||
|---|---|---|---|---|---|---|
| Beta | t-value | Sig. | Beta | t-value | Sig. | |
| ESGDI | -1.23 | -1.55 | 0.14 | -1.43 | -0.99 | 0.33 |
| ID | .07 | 0.09 | 0.93 | .07 | 0.09 | 0.93 |
| FBM | -.69 | -0.45 | 0.66 | -.88 | -0.35 | 0.73 |
| IO | .71 | 1.15 | 0.27 | 1.48 | 1.87 | 0.08 |
| logA | .04 | 0.39 | 0.70 | .18 | 1.04 | 0.31 |
| GDP | 5.13 | 0.44 | 0.66 | .00 | 0.00 | 1.00 |
| Infla | -1.75 | -0.21 | 0.83 | -.36 | -0.16 | 0.87 |
| Mus | -.44 | -0.44 | 0.66 | .35 | 0.30 | 0.77 |
| LDR | -.24 | -1.52 | 0.14 | -.30 | -3.06 | 0.01 |
| logB | -.01 | -0.13 | 0.90 | .12 | 2.16 | 0.04 |
| _cons | 1.33 | 1.09 | 0.29 | -.60 | -0.32 | 0.75 |
| R² | 0.31 | 0.36 | ||||
| Root MSE | .51 | .65 | ||||
| F value | 2.06 | 3.76 | ||||
| Sig. | 0.08 | 0.01 |
| 2018 | 2023 | |||||
|---|---|---|---|---|---|---|
| Beta | t-value | Sig. | Beta | t-value | Sig. | |
| ESGDI | .01 | 0.09 | 0.93 | -.03 | -0.41 | 0.69 |
| ID | .04 | 1.30 | 0.21 | .03 | 0.66 | 0.52 |
| FBM | .04 | 0.45 | 0.66 | .05 | 0.33 | 0.75 |
| IO | -.04 | -1.16 | 0.26 | -.03 | -0.48 | 0.64 |
| logA | .01 | 2.28 | 0.03 | .00 | 0.24 | 0.81 |
| GDP | -.38 | -0.90 | 0.38 | -.29 | -0.83 | 0.41 |
| Infla | -.61 | -1.73 | 0.10 | .09 | 0.82 | 0.43 |
| Mus | .07 | 1.65 | 0.12 | .01 | 0.23 | 0.82 |
| LDR | -.01 | -2.39 | 0.03 | 0 | -0.15 | 0.88 |
| logB | -.00 | -0.53 | 0.60 | 0 | -1.33 | 0.20 |
| _cons | .14 | 3.44 | 0 | .22 | 2.54 | 0.02 |
| R² | 0.57 | 0.26 | ||||
| Root MSE | .03 | .03 | ||||
| F value | 5.31 | 1.09 | ||||
| Sig. | 0.00 | 0.42 |
4.4. Moderation Analyses
| 2018 | 2023 | |||||
|---|---|---|---|---|---|---|
| Beta | t-value | Sig. | Beta | t-value | Sig. | |
| ESGDI | -0.09 | -0.85 | 0.41 | 0.07 | 0.42 | 0.68 |
| ID | -0.09 | -0.85 | 0.41 | -0.09 | -1.01 | 0.33 |
| FBM | 0.16 | 1.08 | 0.3 | 0.3 | 1.76 | 0.1 |
| ESGDIxID | 0.02 | 0.34 | 0.74 | -0.02 | -0.32 | 0.75 |
| ESGDIxFBM | -1.83 | -3.52 | 0 | -0.26 | -0.36 | 0.72 |
| ESGDIxIO | 2.19 | 1.77 | 0.1 | 0.54 | 0.22 | 0.83 |
| IO | 0.7 | 1.31 | 0.21 | 0.04 | 0.05 | 0.96 |
| logA | 0.01 | 2.81 | 0.01 | 0.04 | 2.24 | 0.04 |
| GDP | -0.91 | -0.65 | 0.52 | -0.4 | -0.69 | 0.5 |
| Infla | 0.31 | 0.27 | 0.79 | 0.43 | 1.98 | 0.07 |
| Mus | 0.29 | 1.97 | 0.07 | 0.36 | 2.35 | 0.03 |
| LDR | 0.01 | 0.88 | 0.39 | 0 | -0.33 | 0.74 |
| logB | -0.01 | -0.21 | 0.84 | -0.02 | -0.45 | 0.66 |
| _cons | -0.16 | -0.88 | 0.39 | -0.24 | -1.3 | 0.21 |
| R² | 0.6 | 0.62 | ||||
| Root MSE | 0.05 | 0.02 | ||||
| F value | 7.22 | 4.25 | ||||
| Sig. | 0 | 0 |
| 2018 | 2023 | |||||
|---|---|---|---|---|---|---|
| Beta | t-value | Sig. | Beta | t-value | Sig. | |
| ESGDI | 0.49 | 0.46 | 0.65 | -1.33 | -0.71 | 0.49 |
| ID | 0.63 | 0.79 | 0.44 | 0.3 | 0.32 | 0.75 |
| FBM | -1.53 | -0.92 | 0.37 | -1.8 | -0.68 | 0.51 |
| ESGDIxID | 0.72 | 1 | 0.33 | 1.72 | 2.2 | 0.04 |
| ESGDIxFBM | 6.67 | 1.2 | 0.25 | 6.47 | 0.84 | 0.41 |
| ESGDIxIO | -26.7 | -2.2 | 0.04 | -12.58 | -0.54 | 0.6 |
| IO | 4.88 | 1 | 0.33 | 5.2 | 1.14 | 0.27 |
| logA | 0.03 | 0.33 | 0.74 | 0.15 | 0.81 | 0.43 |
| GDP | 16.21 | 1.14 | 0.27 | -0.53 | -0.09 | 0.93 |
| Infla | -11.52 | -1.08 | 0.3 | 0.24 | 0.1 | 0.92 |
| Mus | -1.97 | -1.36 | 0.19 | 0.5 | 0.35 | 0.73 |
| LDR | -0.29 | -1.85 | 0.08 | -0.28 | -2.35 | 0.03 |
| logB | 0.04 | 0.07 | 0.94 | 1.74 | 2.07 | 0.06 |
| _cons | 2.12 | 1.19 | 0.25 | -3.95 | -1.47 | 0.16 |
| R² | 0.4 | 0.45 | ||||
| Root MSE | 0.52 | 0.66 | ||||
| F value | 2.95 | 6.08 | ||||
| Sig. | 0.02 | 0 |
5. Conclusion
6. Generalizability and Limitations
References
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| 2018 | 2023 | |||||||
|---|---|---|---|---|---|---|---|---|
| Variable | Mean | Std.dev | Min. | Max. | Mean | Std.dev | Min. | Max. |
| ROE | 0.01 | 0.01 | 0 | 0.03 | 0.01 | 0.01 | 0 | 0.06 |
| ROE | 0.11 | 0.06 | 0.02 | 0.24 | 0.14 | 0.07 | 0.04 | 0.3 |
| TQ | 0.63 | 0.49 | 0.03 | 1.52 | 0.73 | 0.65 | 0.01 | 2.95 |
| CAR | 0.17 | 0.04 | 0.1 | 0.27 | 0.18 | 0.03 | 0.1 | 0.24 |
| ESGDI | 0.46 | 0.13 | 0.34 | 0.91 | 0.67 | 0.1 | 0.1 | 0.93 |
| ID | 0.35 | 0.18 | 0 | 0.8 | 0.37 | 0.2 | 0.1 | 1 |
| FBM | 0.05 | 0.08 | 0 | 0.3 | 0.07 | 0.08 | 0.48 | 0.27 |
| IO | 0.42 | 0.21 | 0.09 | 0.76 | 0.39 | 0.26 | 0 | 0.81 |
| logA | 2.38 | 1.37 | 0.42 | 6.3 | 2.79 | 1.34 | 0 | 6.19 |
| GDP | 0.03 | 0.03 | -0.02 | 0.07 | 0.02 | 0.03 | 0.03 | 0.06 |
| Infla | 0.02 | 0.02 | 0 | 0.06 | 0.07 | 0.08 | 0.86 | 0.29 |
| Mus | 0.8 | 0.18 | 0.1 | 1 | 0.82 | 0.18 | -0.02 | 1 |
| LDR | 0.96 | 0.48 | 0.08 | 3.28 | 1.06 | 0.71 | 0.02 | 4.67 |
| logB | 11.13 | 3.84 | 5 | 21 | 10.9 | 3.14 | 0.1 | 20 |
| VIF | ESGDI | ID | FBM | IO | logA | GDP | Infla | Mus | LDR | logB | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ESGDI | 1.85 | 1 | |||||||||
| ID | 1.37 | 0.2 | 1 | ||||||||
| FBM | 2.2 | 0.43 | 0.05 | 1 | |||||||
| IO | 2.02 | 0.06 | 0.14 | 0.37 | 1 | ||||||
| logA | 2.03 | 0.01 | 0.09 | -0.09 | 0.2 | 1 | |||||
| GDP | 9.11 | 0.31 | -0.22 | 0.24 | -0.05 | -0.51 | 1 | ||||
| Infla | 3.18 | 0.16 | -0.24 | 0.11 | -0.06 | -0.16 | 0.74 | 1 | |||
| Mus | 4.55 | 0.25 | -0.17 | -0.21 | -0.35 | -0.49 | 0.64 | 0.37 | 1 | ||
| LDR | 1.45 | -0.2 | -0.11 | -0.14 | -0.36 | 0.07 | -0.17 | -0.23 | -0.14 | 1 | |
| logB | 3.03 | 0.04 | -0.39 | 0.13 | -0.2 | -0.15 | 0.61 | 0.59 | 0.15 | 0.07 | 1 |
| VIF | ESGDI | ID | FBM | IO | logA | GDP | Infla | Mus | LDR | logB | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ESGDI | 1.66 | 1 | |||||||||
| ID | 1.55 | 0.17 | 1 | ||||||||
| FBM | 2.48 | 0.22 | 0.24 | 1 | |||||||
| IO | 2.73 | 0.30 | 0.23 | 0.50 | 1 | ||||||
| logA | 3.10 | 0.20 | -0.04 | -0.09 | -0.17 | 1 | |||||
| GDP | 2.81 | -0.39 | -0.10 | 0.43 | -0.05 | -0.35 | 1 | ||||
| Infla | 1.56 | -0.00 | -0.23 | 0.11 | 0.23 | -0.10 | -0.09 | 1 | |||
| Mus | 2.94 | -0.13 | 0.26 | -0.05 | -0.22 | -0.62 | 0.11 | -0.23 | 1 | ||
| LDR | 1.31 | -0.13 | 0.03 | 0.07 | -0.36 | 0.22 | -0.18 | 0.08 | -0.26 | 1 | |
| logB | 1.82 | -0.30 | -0.34 | -0.19 | -0.49 | -0.17 | 0.37 | -0.07 | 0.23 | 0.02 | 1 |
| 2018 | 2023 | |||||
|---|---|---|---|---|---|---|
| Beta | t-value | Sig. | Beta | t-value | Sig. | |
| ESGDI | -0.01 | -1 | 0.33 | 0 | -0.22 | 0.83 |
| ID | 0.01 | 1.57 | 0.13 | 0 | 0.14 | 0.89 |
| FBM | 0.02 | 1.48 | 0.16 | 0.04 | 1.29 | 0.21 |
| IO | 0 | -0.07 | 0.94 | -0.01 | -1.35 | 0.19 |
| logA | 0 | 3.49 | 0 | 0 | 2.12 | 0 |
| GDP | -0.05 | -0.46 | 0.65 | -0.04 | 0.07 | -0.59 |
| Infla | -0.09 | -1.31 | 0.21 | 0.08 | 1.73 | 0.1 |
| Mus | 0.03 | 3.07 | 0.01 | 0.03 | 1.66 | 0.11 |
| LDR | 0 | 2.61 | 0.01 | 0 | 0.41 | 0.68 |
| logB | 0 | 0.13 | 0.9 | 0 | -2.08 | 0.05 |
| _cons | -0.02 | -1.84 | 0.08 | -0.01 | -0.35 | 0.73 |
| R² | 0.63 | 0.55 | ||||
| Root MSE | 0.01 | 0.01 | ||||
| F value | 12.96 | 2.22 | ||||
| Sig. | 0 | 0.06 |
| 2018 | 2023 | |||||
| Beta | t-value | Sig. | Beta | t-value | Sig. | |
| ESGDI | -0.04 | -2.6 | 0.01 | -0.01 | -0.5 | 0.62 |
| ID | 0.01 | 0.94 | 0.36 | 0 | -0.06 | 0.96 |
| FBM | 0.03 | 1.92 | 0.07 | 0.04 | 1.2 | 0.25 |
| ESGDIxID | 0 | 0.13 | 0.9 | -0.02 | -1.26 | 0.23 |
| ESGDIxFBM | -0.07 | -1.21 | 0.24 | 0.04 | 0.37 | 0.71 |
| ESGDIxIO | 0.32 | 2.27 | 0.04 | 0.12 | 0.3 | 0.77 |
| IO | -0.01 | -0.13 | 0.9 | -0.09 | -0.84 | 0.41 |
| logA | 0 | 3.67 | 0 | 0 | 1.72 | 0.11 |
| GDP | -0.28 | -2.08 | 0.05 | -0.06 | -0.57 | 0.58 |
| Infla | 0.08 | 0.7 | 0.49 | 0.08 | 1.55 | 0.14 |
| Mus | 0.06 | 4.13 | 0 | 0.02 | 0.96 | 0.35 |
| LDR | 0 | 2.44 | 0.03 | 0 | 0.12 | 0.91 |
| logB | 0 | 0.77 | 0.45 | -0.01 | -1.52 | 0.15 |
| _cons | -0.05 | -2.6 | 0.02 | 0.01 | 0.51 | 0.62 |
| R² | 0.73 | 0.56 | ||||
| Root MSE | 0 | 0.01 | ||||
| F value | 29.92 | 2.09 | ||||
| Sig. | 0 | 0.08 |
| 2018 | 2023 | |||||
|---|---|---|---|---|---|---|
| Beta | t-value | Sig. | Beta | t-value | Sig. | |
| ESGDI | 0.1 | 0.8 | 0.44 | -0.15 | -1.62 | 0.12 |
| ID | 0.05 | 1.3 | 0.21 | -0.01 | -0.16 | 0.88 |
| FBM | 0.02 | 0.22 | 0.83 | 0.05 | 0.36 | 0.72 |
| ESGDIxID | -0.04 | -1.2 | 0.25 | -0.04 | -0.79 | 0.44 |
| ESGDIxFBM | 0.29 | 0.73 | 0.47 | 0.69 | 1.2 | 0.25 |
| ESGDIxIO | -0.92 | -0.87 | 0.4 | 2 | 1.46 | 0.16 |
| IO | -0.18 | -0.51 | 0.62 | -0.93 | -3.14 | 0.01 |
| logA | 0.01 | 2.06 | 0.06 | 0 | -0.16 | 0.87 |
| GDP | 0.43 | 0.52 | 0.61 | -0.69 | -1.94 | 0.07 |
| Infla | -1.23 | -1.56 | 0.14 | 0.08 | 0.85 | 0.41 |
| Mus | -0.01 | -0.17 | 0.87 | -0.03 | -0.41 | 0.69 |
| LDR | -0.01 | -1.57 | 0.14 | -0.01 | -0.53 | 0.61 |
| logB | -0.02 | -0.79 | 0.44 | -0.05 | -1.73 | 0.1 |
| _cons | 0.23 | 2.31 | 0.04 | 0.34 | 3.2 | 0.01 |
| R² | 0.63 | 0.51 | ||||
| Root MSE | 0.03 | 0.03 | ||||
| F value | 3.38 | 2.97 | ||||
| Sig. | 0.01 | 0.02 |
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