Bridging Governance and Sustainability: Audit Committees as Moderators in the Board Gender Diversity–ESG Nexus in the MENAT Context
Abstract
1. Introduction
2. Literature Review and Hypothesis Development
2.1. Board Gender Diversity and ESG Disclosure
2.2. Moderating Role of Audit Committee
3. Research Design
3.1. Sample and Data
3.2. Variables
3.2.1. Dependent Variable
3.2.2. Main Independent Variable
3.2.3. Moderator Variable
3.2.4. Control Variables
3.3. Econometric Models
4. Empirical Outcomes and Discussion
4.1. Baseline Outcomes
4.1.1. Gender Diversity–ESG Disclosure
4.1.2. Moderating Effect
4.2. Robustness Analysis
4.2.1. Change in Dependent Variable
4.2.2. Change in Independent Variable
4.2.3. Change in Econometric Technique
5. Conclusions and Policy Implications
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
| Panel A. Total variance explained | ||||
| Component | Eigenvalue | Difference | Proportion | Cumulative |
| Comp1 | 1.957 | 1.24529 | 0.652 | 0.652 |
| Comp2 | 0.712 | 0.381 | 0.237 | 0.890 |
| Comp3 | 0.331 | 0.110 | 1.0000 | |
| Panel B. Bartlett test of sphericity and Kaiser–Meyer–Olkin (KMO) | ||||
| Bartlett test of sphericity | 0.000 | |||
| KMO test | 0.691 | |||
| Panel C. Principal component loadings and communalities | ||||
| Comp1 loading | Communality | |||
| Comp1 | 0.6236 | 0.389 | ||
| Comp2 | 0.6068 | 0.368 | ||
| Comp3 | 0.4929 | 0.243 | ||
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| Panel A. Distribution | ||
| Country | Number of banks | % |
| Bahrain | 9 | 13% |
| Kuwait | 8 | 12% |
| Morocco | 6 | 9% |
| Qatar | 8 | 12% |
| Saudi Arabia | 10 | 15% |
| Turkey | 10 | 15% |
| UAE | 17 | 25% |
| Total | 68 | 100% |
| Panel B. Breakdown | ||
| Number of listed banks | 108 | |
| Excluding commercial banks that do not have three successive years of data available during the period under consideration based on the ESG variable | 40 | |
| The final sample | 68 | |
| Characteristics | Included Banks | Excluded Banks |
|---|---|---|
| Number of banks | 68 | 40 |
| Average total assets | 21.765 | 18.981 |
| Average ROA | 0.080 | 0.062 |
| ESG data available | 100% | 2% |
| Main countries represented | Bahrain, Kuwait, Morocco, Qatar, Saudi Arabia, Turkey and United Arab Emirates | Oman, Tunisia, Egypt, Jordan |
| Variable | Obs. | Mean | Std. Dev. | Min | Max |
|---|---|---|---|---|---|
| ESG | 408 | 39.718 | 17.982 | 5.92 | 77.852 |
| ESGE | 408 | 20.912 | 23.239 | 0 | 83.990 |
| ESGS | 408 | 35.797 | 20.114 | 1.249 | 82.457 |
| ESGG | 408 | 53.059 | 22.546 | 1.275 | 93.300 |
| BGD | 408 | 0.063 | 0.010 | 0.000 | 0.475 |
| AC | 408 | 0.383 | 0.272 | 0 | 1 |
| ACS | 408 | 39.983 | 39.973 | 0 | 100 |
| ACI | 408 | 67.209 | 43.980 | 0 | 100 |
| ACM | 408 | 3.703 | 4.320 | 0 | 27 |
| ROA | 408 | 0.080 | 0.104 | −0.481 | 0.479 |
| LAONS | 408 | 2.778 | 13.093 | −67.828 | 131.008 |
| SIZE | 408 | 21.765 | 1.520 | 18.645 | 25.928 |
| GDPG | 408 | 0.746 | 5.113 | −8.600 | 13.787 |
| INF | 408 | 0.142 | 11.063 | −25.958 | 84.300 |
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
|---|---|---|---|---|---|---|---|---|
| (1) ESG | 1.000 | |||||||
| (2) BGD | 0.049 * | 1.000 | ||||||
| (3) AC | 0.082 * | −0.099 * | 1.000 | |||||
| (4) ROA | −0.109 * | 0.077 | −0.004 | 1.000 | ||||
| (5) LAONS | −0.042 | −0.082 | 0.018 | 0.175 * | 1.000 | |||
| (6) SIZE | 0.447 * | −0.315 * | 0.056 | −0.142 * | −0.088 | 1.000 | ||
| (7) GDPG | 0.051 * | 0.233 * | 0.078 | 0.230 * | −0.075 | −0.104 * | 1.000 | |
| (8) INF | −0.054 | 0.160 * | −0.094 | 0.128 * | 0.027 | −0.152 * | 0.227 * | 1.000 |
| Variable | VIF | 1/VIF |
|---|---|---|
| BGD | 1.19 | 0.841 |
| SIZE | 1.15 | 0.873 |
| GDPG | 1.13 | 0.885 |
| ROA | 1.09 | 0.921 |
| LAONS | 1.06 | 0.942 |
| INF | 1.05 | 0.953 |
| AC | 1.04 | 0.960 |
| Mean VIF | 1.10 |
| Variable | Acronyms | Definition | Source |
|---|---|---|---|
| ESG disclosure | ESG | Economic, social and governance score | Refinitiv Eikon |
| Board gender diversity | BGD | Number of female directors divided by the total number of directors on the board | Refinitiv Eikon |
| Audit committee effectiveness | AC | Composite indicator using PCA. | Refinitiv Eikon |
| Audit committee size | ACS | Total number of members to audit committee | Refinitiv Eikon |
| Audit committee independent | ACI | Independent non-executive directors in the audit committee to total committee members | Refinitiv Eikon |
| Audit committee meeting | ACM | Number of meetings per year held by audit committee | Refinitiv Eikon |
| Returns on assets | ROA | Net income to total assets | Refinitiv Eikon |
| Loans | LOANS | Total loan to total assets | Refinitiv Eikon |
| Bank size | SIZE | Natural logarithm of total assets | Refinitiv Eikon |
| GDP growth | GDP | GDP growth rate (annual %) (gross domestic product growth rate (at constant 2015 prices)) | WDI, World Bank |
| Inflation rate | INF | Consumer prices index (annual %) | WDI, World Bank |
| VARIABLES | (1) ESG | (2) ESG | (3) ESG |
|---|---|---|---|
| ESGt+1 | −0.429 *** | −0.634 *** | −0.386 *** |
| (0.046) | (0.064) | (0.055) | |
| BGD | 0.561 *** | 0.168 *** | |
| (0.090) | (0.029) | ||
| AC | 0.199 *** | 0.433 *** | |
| (0.073) | (0.015) | ||
| BGD*AC | −0.253 *** | ||
| (0.060) | |||
| ROA | −0.322 *** | −0.222 ** | −0.387 *** |
| (0.076) | (0.011) | (0.011) | |
| LOANS | −0.153 *** | −0.906 *** | −0.987 *** |
| (0.032) | (0.313) | (0.336) | |
| SIZE | 0.704 *** | 0.505 *** | 0.693 *** |
| (0.061) | (0.081) | (0.075) | |
| GDPG | 0.199 | 0.264 | 0.187 *** |
| (0.208) | (0.221) | (0.026) | |
| INF | −0.051 | −0.100 ** | −0.013 |
| (0.055) | (0.047) | (0.039) | |
| Constant | −0.967 *** | −0.530 *** | −0.115 ** |
| (0.136) | (0.018) | (0.015) | |
| Observations | 340 | 340 | 340 |
| Number of Banks | 68 | 68 | 68 |
| Number of instruments | 26 | 27 | 27 |
| AR (1) (p-value) | 0.006 | 0.027 | 0.005 |
| AR (2) (p-value) | 0.099 | 0.248 | 0.059 |
| Hansen test (p-value) | 0.190 | 0.107 | 0.136 |
| Difference-in-Hansen test (p-value) | 0.328 | 0.289 | 0.421 |
| Endogeneity test | 0.000 | 0.000 | 0.000 |
| VARIABLES | (1) ESGE | (2) ESGS | (3) ESGG |
|---|---|---|---|
| ESGt−1 | −0.310 *** | −0.201 *** | −0.239 *** |
| (0.056) | (0.066) | (0.053) | |
| BGD | 0.170 | 1.285 *** | 1.685 *** |
| (0.396) | (0.349) | (0.359) | |
| AC | −0.362 ** | 1.279 | 0.267 * |
| (0.152) | (13.465) | (0.145) | |
| BGD*AC | 2.103 ** | −1.745 ** | −2.042 ** |
| (0.837) | (0.796) | (0.836) | |
| ROA | 0.860 | −0.126 | −0.750 *** |
| (1.295) | (0.105) | (0.117) | |
| LOANS | 0.232 | −1.297 *** | −1.261 *** |
| (0.740) | (0.411) | (0.201) | |
| SIZE | 0.866 *** | 0.836 *** | 0.547 *** |
| (0.074) | (0.072) | (0.010) | |
| GDPG | 0.264 | −0.377 | 1.282 *** |
| (0.254) | (0.285) | (0.359) | |
| INF | −0.210 ** | 0.133 * | −0.278 ** |
| (0.082) | (0.074) | (0.120) | |
| Constant | −0.154 *** | −0.142 *** | −0.659 ** |
| (0.015) | (0.016) | (0.249) | |
| Observations | 340 | 340 | 340 |
| Number of Banks | 68 | 68 | 68 |
| Number of instruments | 30 | 30 | 30 |
| AR (1) (p-value) | 0.005 | 0.009 | 0.004 |
| AR (2) (p-value) | 0.310 | 0.264 | 0.458 |
| Hansen test (p-value) | 0.228 | 0.116 | 0.190 |
| Difference-in-Hansen test (p-value) | 0.452 | 0.392 | 0.407 |
| Endogeneity test | 0.000 | 0.000 | 0.000 |
| VARIABLES | (1) ESGE | (2) ESGS | (3) ESGG |
|---|---|---|---|
| ESGt−1 | −0.310 *** | −0.201 *** | −0.239 *** |
| (0.056) | (0.066) | (0.053) | |
| BGD | 0.170 | 1.285 *** | 1.685 *** |
| (0.396) | (0.349) | (0.359) | |
| AC | −0.362 ** | 1.279 | 0.267 * |
| (0.152) | (13.465) | (0.145) | |
| BGD*AC | 2.103 ** | −1.745 ** | −2.042 ** |
| (0.837) | (0.796) | (0.836) | |
| ROA | 0.860 | −0.126 | −0.750 *** |
| (1.295) | (0.105) | (0.117) | |
| LOANS | 0.232 | −1.297 *** | −1.261 *** |
| (0.740) | (0.411) | (0.201) | |
| SIZE | 0.866 *** | 0.836 *** | 0.547 *** |
| (0.074) | (0.072) | (0.010) | |
| GDPG | 0.264 | −0.377 | 1.282 *** |
| (0.254) | (0.285) | (0.359) | |
| INF | −0.210 ** | 0.133 * | −0.278 ** |
| (0.082) | (0.074) | (0.120) | |
| Constant | −0.154 *** | −0.142 *** | −0.659 ** |
| (0.015) | (0.016) | (0.249) | |
| Observations | 340 | 340 | 340 |
| Number of Banks | 68 | 68 | 68 |
| Number of instruments | 30 | 30 | 30 |
| AR (1) (p-value) | 0.005 | 0.009 | 0.004 |
| AR (2) (p-value) | 0.310 | 0.264 | 0.458 |
| Hansen test (p-value) | 0.228 | 0.116 | 0.190 |
| Difference-in-Hansen test (p-value) | 0.452 | 0.392 | 0.407 |
| Endogeneity test | 0.000 | 0.000 | 0.000 |
| VARIABLES | (1) Linear Model | (2) Moderating Effect |
|---|---|---|
| BGD | 0.506 *** | 0.303 *** |
| (0.111) | (0.070) | |
| AC | 0.115 *** | |
| (2.644) | ||
| BGD*AC | −0.689 *** | |
| (0.229) | ||
| ROA | −0.296 *** | −0.129 ** |
| (0.011) | (0.063) | |
| LAONS | −0.118 | −0.380 |
| (0.096) | (0.251) | |
| SIZE | 0.611 *** | 0.993 * |
| (0.054) | (0.521) | |
| GDPG | 0.186 | 0.308 * |
| (0.172) | (0.172) | |
| INF | −0.035 | 0.128 ** |
| (0.069) | (0.065) | |
| Constant | −0.954 *** | 0.127 *** |
| (0.122) | (0.011) | |
| Observations | 476 | 476 |
| Number of Banks | 68 | 68 |
| Wald chi2 (p-value) | 0.000 | 0.000 |
| Hausman test (p-value) | 0.236 | 0.105 |
| Heteroscedasticity test (p-value) | 0.000 | 0.000 |
| Autocorrelation test (p-value) | 0.087 | 0.128 |
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Share and Cite
Almoneef, A.; Attia, E.F. Bridging Governance and Sustainability: Audit Committees as Moderators in the Board Gender Diversity–ESG Nexus in the MENAT Context. Sustainability 2026, 18, 6935. https://doi.org/10.3390/su18146935
Almoneef A, Attia EF. Bridging Governance and Sustainability: Audit Committees as Moderators in the Board Gender Diversity–ESG Nexus in the MENAT Context. Sustainability. 2026; 18(14):6935. https://doi.org/10.3390/su18146935
Chicago/Turabian StyleAlmoneef, Ahmed, and Eman F. Attia. 2026. "Bridging Governance and Sustainability: Audit Committees as Moderators in the Board Gender Diversity–ESG Nexus in the MENAT Context" Sustainability 18, no. 14: 6935. https://doi.org/10.3390/su18146935
APA StyleAlmoneef, A., & Attia, E. F. (2026). Bridging Governance and Sustainability: Audit Committees as Moderators in the Board Gender Diversity–ESG Nexus in the MENAT Context. Sustainability, 18(14), 6935. https://doi.org/10.3390/su18146935

