Submitted:
17 September 2025
Posted:
23 September 2025
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Abstract
Keywords:
I. Introduction
II. Related Literature and Hypothesis Development
Board Size
Gender Diversity and Female Leadership
CEO Duality
Managerial Ownership
Foreign Ownership
Board Independence
Executive Committee Size

| Variables | Expected Sign |
| Board Size | Positive |
| Women Member in BOD | Negative |
| CEO Duality | Positive |
| Executive Directors | Positive |
| Managerial Ownership | Positive |
| Foreign Ownership | Positive |
| Women CEO | Negative |
| Independent Directors | Positive |
| Variables | Measure of Variables |
| Return on Asset(ROA) | Net Income/Total Asset |
III. Data Collection
Research Design
Methodology
𝛽8IndDi + 𝜖𝑖𝑡
IV. Result & Interpretation
Descriptive Statistics
| Table 4.1. | ||||
| Variable | Minimum | Maximum | Mean | Std. Dev. |
| BoS | 5.000 | 14.000 | 7.500 | 1.886 |
| WoBOD | 1.000 | 5.000 | 2.470 | 0.931 |
| CEODu | 0.000 | 1.000 | 0.860 | 0.351 |
| ExDi | 0.000 | 2.000 | 1.440 | 0.565 |
| MgtOw | 0.000 | 1.000 | 0.240 | 0.430 |
| ForOw | 0.000 | 0.400 | 0.032 | 0.076 |
| WoCEO | 0.000 | 1.000 | 0.190 | 0.395 |
| IndDi | 1.000 | 7.000 | 1.800 | 0.948 |
| Number of Observations 280 | ||||
| Table 4.2. Model Summary. | ||||
| Model | R | R Square | Adj. R Square | Std. Error of the Estimate |
| 1 | 0.365 | 0.133 | 0.107 | 0.049 |
| a. Predictors: (Constant), Independent Directors, Managerial Ownership, Foreign Ownership, Executive Directors, Women Member in BOD, CEO Duality, Women CEO, Board Size | ||||
| Table 4.3. Analysis of Variance. | ||||
| Sum of Squares | Mean Square | F | Sig. | |
| Regression | 0.104 | 0.013 | 5.195 | .000b |
| Residual | 0.676 | 0.002 | ||
| Total | 0.780 | |||
| a. Dependent Variable: ROA | ||||
| b. Predictors: (Constant), Independent Directors, Managerial Ownership, Foreign Ownership, Executive Directors, Women Member in BOD, CEO Duality, Women CEO, Board Size | ||||
Regression Analysis & Hypothesis Testing
| Table 4.4. OLS Regression Output. | ||||
| Variable | Beta | t | Sig. | |
| (Constant) | 0.0001** | 2.217 | 0.027 | |
| BoS | 0.077 | 1.131 | 0.259 | |
| WoBOD | 0.057 | 0.940 | 0.348 | |
| CEODu | -0.216*** | -3.466 | 0.001 | |
| ExDi | -0.061 | -1.041 | 0.299 | |
| MgtOw | 0.016 | 0.250 | 0.803 | |
| ForOw | 0.319*** | 5.171 | 0.000 | |
| WoCEO | 0.060 | 0.949 | 0.344 | |
| IndDi | -0.083 | -1.181 | 0.239 | |
V. Discussion
VI. Conclusion
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