Board Diversity and Sustainability Disclosure: Empirical Evidence from Palestine
Abstract
1. Introduction
2. Conceptual Framework
2.1. Theoretical Foundation
2.1.1. Agency Theory
2.1.2. Stakeholder Theory
2.1.3. Resource Dependence Theory
2.2. Integration of the Theoretical Perspectives
3. Literature Review and Hypothesis Development
3.1. ESG Disclosure in Palestine
3.2. Board Gender Diversity (FEM) and ESGD
3.3. Board Nationality Diversity (FORE) and ESGD
3.4. Non-Executive Directors’ Representation (INDEP) and ESGD (H3)
4. Methodology
5. Measures of the Study Variables
5.1. Dependent Variable: ESGD
5.1.1. Environmental Disclosure (ENVD)
5.1.2. Social Disclosure (SOCD)
5.1.3. Governance Disclosure (GOVD)
5.1.4. ESGD
5.2. Independent Variables: Board Diversity
5.3. Control Variables
6. Econometric Model Specification
6.1. Model (1): Environmental Disclosure
6.2. Model (2): Social Disclosure
6.3. Model (3): Governance Disclosure
6.4. Model (4): Aggregate ESG Disclosure
7. Findings
7.1. Descriptive Statistics
7.2. Multicollinearity Tests
7.3. Regression Diagnostic Tests
7.4. Breusch–Pagan LM and Hausman Tests
8. Random-Effects Regression Results
9. Discussion
9.1. Board Gender Diversity and ESGD (H1)
9.2. Board Nationality Diversity and ESGD (H2)
9.3. Non-Executive Directors’ Representation and ESGD (H3)
9.4. Control Variables and ESGD
10. Robustness Checks
11. Conclusions
11.1. Practical and Policy Implications
11.2. Limitations and Suggestions for Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Variable | Code | Measurement | Reference |
|---|---|---|---|
| Environmental Disclosure | ENVD | Environmental pillar score spanning from 0 to 1. | Al-Sarraf et al. (2025) |
| Social Disclosure | SOCD | Social pillar score spanning from 0 to 1. | Al-Sarraf et al. (2025) |
| Governance Disclosure | GOVD | Governance pillar score spanning from 0 to 1. | Al-Sarraf et al. (2025) |
| ESG Disclosure | ESGD | Aggregate ESG score spanning from 0 to 1, computed as an average of environmental, social, and governance scores for each year and company. | Omenihu et al. (2025) |
| Board Gender Diversity | FEM | Number of female directors divided by board size. | Tarda et al. (2024); Jamil and Tri Wahyuni (2025) |
| Board Nationality Diversity | FORE | Number of foreign directors divided by board size. | Abu Qa’dan and Suwaidan (2019) |
| Incidence of Non-Executive Directors | INDEP | Number of non-executive directors divided by board size. | Tarda et al. (2023) |
| Firm Age | FAGE | Natural logarithm of the number of years since company was first established. | Setiawan and Yusup (2025) |
| Firm Size | FSIZE | Natural logarithm of total assets. | Setiawan and Yusup (2025) |
| CEO Duality | CEOD | Binary variable, assigned 1 if the CEO also serves as board chairperson and 0 otherwise. | Nour et al. (2025) |
| Board Gender Diversity: alternative proxy according to Blau index | FEMBLAU | Blau index of board gender diversity. | Yue et al. (2026) |
| Firm Leverage | FLEV | Total liabilities divided by total assets. | Aljadba et al. (2026) |
| Board of Directors Size | BSIZE | Total number of directors on the board. | Aljadba et al. (2026) |
| Variable | Obs | Mean | Std. Dev. | Min | Max |
|---|---|---|---|---|---|
| ESGD | 77 | 0.32 | 0.20 | 0 | 0.67 |
| ENVD | 77 | 0.31 | 0.30 | 0 | 1.00 |
| SOCD | 77 | 0.30 | 0.24 | 0 | 0.80 |
| GOVD | 77 | 0.34 | 0.21 | 0 | 0.80 |
| FEM | 77 | 0.07 | 0.09 | 0 | 0.40 |
| INDEP | 77 | 0.87 | 0.13 | 0.6 | 1.00 |
| FORE | 77 | 0.04 | 0.06 | 0 | 0.20 |
| FAGE | 77 | 3.54 | 0.41 | 2.94 | 4.26 |
| FSIZE | 77 | 7.36 | 0.58 | 5.88 | 8.09 |
| CEOD | 77 | 0.30 | 0.46 | 0 | 1.00 |
| FEMBLAU | 77 | 0.12 | 0.14 | 0 | 0.48 |
| FLEV | 77 | 0.33 | 0.15 | 0.12 | 0.71 |
| BSIZE | 77 | 7.98 | 2.02 | 5 | 11 |
| Variables | ESGD | ENVD | SOCD | GOVD | FEM | FORE | INDEP | FAGE | FSIZE | CEOD | VIF |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ESGD | 1 | ||||||||||
| ENVD | 0.8444 | 1 | |||||||||
| SOCD | 0.845 | 0.5727 | 1 | ||||||||
| GOVD | 0.6959 | 0.326 | 0.4714 | 1 | |||||||
| FEM | 0.4334 | 0.4237 | 0.4187 | 0.1576 | 1 | 1.10 | |||||
| FORE | −0.058 | 0.0213 | −0.0688 | −0.1212 | −0.1672 | 1 | 1.64 | ||||
| INDEP | 0.2189 | 0.1511 | 0.2924 | 0.0804 | −0.1801 | 0.0946 | 1 | 3.21 | |||
| FAGE | 0.2368 | 0.1426 | 0.2754 | 0.1637 | 0.0965 | −0.2634 | −0.1062 | 1 | 1.33 | ||
| FSIZE | 0.1788 | 0.0247 | 0.1629 | 0.2964 | −0.0783 | −0.512 | 0.1639 | 0.4474 | 1 | 1.90 | |
| CEOD | −0.0742 | −0.0289 | −0.1687 | 0.0185 | 0.19 | −0.362 | −0.7774 | 0.1694 | 0.1217 | 1 | 3.37 |
| Dependent Variable | BP-LM | p-Value | Hausman χ2 (6) | p-Value | Selected Model |
|---|---|---|---|---|---|
| ENVD | 48.85 | 0.0000 | 7.53 | 0.2750 | RE |
| SOCD | 2.79 | 0.0474 | 7.15 | 0.3076 | RE |
| GOVD | 3.35 | 0.0336 | 8.84 | 0.1831 | RE |
| ESGD | 12.58 | 0.0002 | 10.34 | 0.1111 | RE |
| Variables | Model 1 | Model 2 | Model 3 | Model 4 |
|---|---|---|---|---|
| ENVD | SOCD | GOVD | ESGD | |
| FEM | 0.752 * (1.77) | 0.805 ** (2.21) | 0.484 (0.85) | 0.675 ** (2.03) |
| FORE | 2.24 ** (2.05) | 0.382 (0.68) | 0.151 (0.23) | 0.744 * (1.69) |
| INDEP | 0.668 (1.50) | 0.543 ** (2.05) | 0.224 (0.52) | 0.449 * (1.83) |
| FAGE | −0.122 (−0.41) | 0.122 (1.26) | −0.051 (−0.63) | −0.001 (−0.01) |
| FSIZE | 0.322 *** (3.03) | 0.064 (0.80) | 0.194 *** (3.30) | 0.178 *** (2.69) |
| CEOD | 0.136 * (1.82) | 0.049 (0.60) | 0.073 (0.56) | 0.095 (1.31) |
| _cons | −2.393 * (−1.89) | −1.158 * (−1.96) | −1.152 ** (−2.33) | −1.484 *** (−3.29) |
| Wald χ2 | 18.50 | 97.62 | 26.20 | 77.96 |
| Prob > χ2 | 0.0051 | 0.0000 | 0.0002 | 0.0000 |
| R2 | 0.1815 | 0.362 | 0.1139 | 0.213 |
| Observations | 77 | 77 | 77 | 77 |
| Model | RE | RE | RE | RE |
| Robust SE | Yes | Yes | Yes | Yes |
| Variables | ESGD | ESGD | ESGD |
|---|---|---|---|
| Lagged Board Diversity | Blau Gender Measure | Additional Controls | |
| L.FEM | 0.663 ** (1.97) | - | - |
| FEM | - | - | 0.669 ** (1.96) |
| FEMBLAU | - | 0.486 ** (2.15) | - |
| L.FORE | 0.677 * (1.92) | - | - |
| FORE | - | 0.656 (1.52) | 0.747 (1.58) |
| L.INDEP | 0.452 (1.58) | - | - |
| INDEP | - | 0.353 * (1.67) | 0.459 ** (2.10) |
| FAGE | −0.001 (−0.01) | −0.008 (−0.08) | −0.024 (−0.24) |
| FSIZE | 0.158 ** (2.57) | 0.168 ** (2.51) | 0.249 *** (3.60) |
| CEOD | 0.067 (0.84) | 0.062 (0.99) | 0.104 * (1.75) |
| FLEV | - | - | −0.007 (−0.02) |
| BSIZE | - | - | −0.011 (−1.03) |
| _cons | −1.313 *** (−3.40) | −1.292 *** (−3.00) | −1.799 *** (−2.85) |
| Wald χ2 | 83.11 | 83.52 | 228.62 |
| Prob > χ2 | 0.0000 | 0.0000 | 0.0000 |
| R2 (overall) | 0.300 | 0.242 | 0.158 |
| Observations | 66 | 77 | 77 |
| Model | RE | RE | RE |
| Robust SE | Yes | Yes | Yes |
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Aljadba, A.H.I.; Fayad, A.A.S.; Alotaibi, K.O.; Almutairi, A.F. Board Diversity and Sustainability Disclosure: Empirical Evidence from Palestine. J. Risk Financ. Manag. 2026, 19, 713. https://doi.org/10.3390/jrfm19090713
Aljadba AHI, Fayad AAS, Alotaibi KO, Almutairi AF. Board Diversity and Sustainability Disclosure: Empirical Evidence from Palestine. Journal of Risk and Financial Management. 2026; 19(9):713. https://doi.org/10.3390/jrfm19090713
Chicago/Turabian StyleAljadba, Ali H. I., Abdallah A. S. Fayad, Khaled O. Alotaibi, and Ahmad F. Almutairi. 2026. "Board Diversity and Sustainability Disclosure: Empirical Evidence from Palestine" Journal of Risk and Financial Management 19, no. 9: 713. https://doi.org/10.3390/jrfm19090713
APA StyleAljadba, A. H. I., Fayad, A. A. S., Alotaibi, K. O., & Almutairi, A. F. (2026). Board Diversity and Sustainability Disclosure: Empirical Evidence from Palestine. Journal of Risk and Financial Management, 19(9), 713. https://doi.org/10.3390/jrfm19090713

