Audit Quality and Family Ownership: The Mediating Effect of Boards’ Gender Diversity
Abstract
:1. Introduction
2. Theoretical Background: Agency Theory, Family Business Theory, Institutional Theory, and Stakeholder Theory
3. Literature Review and Hypotheses
3.1. Audit Quality and Family Ownership
3.2. Family Ownership and Board Gender Diversity
3.3. The Mediating Role of Board Gender Diversity
4. Methodology
4.1. Data Collection
4.2. Regressions and Variables
4.3. Structural Equation Model (SEM)
5. Analysis and Results
5.1. Descriptive Analysis
5.2. Correlation Analysis
5.3. Discussion
5.4. Robustness Check
5.5. Endogeneity Test
6. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Correction Statement
1 | Vision 2030 is a strategic plan aimed at diversifying the economy using non-oil resources, empowering citizens, fostering a dynamic environment for local and international investors, and positioning Saudi Arabia as a global leader. |
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Panel A: Sample Selection Process | ||
Description | No. of companies | No. of obs. |
Total number of observations | 330 | 2310 |
Less, financial companies/observations | (25) | (175) |
Remaining number of observations | 305 | 2135 |
Less, missing observations | (104) | (728) |
Final sample | 201 | 1407 |
Panel B: Sample According to Sectors | ||
Industries | No. of companies | Percentage |
Customer services | 29 | 14% |
Material | 19 | 9% |
Industrials | 72 | 36% |
Health care | 26 | 13% |
Foods and beverages | 10 | 5% |
Energy | 13 | 7% |
Media | 12 | 6% |
Real estate | 20 | 10% |
Total | 210 | 100% |
Dependent variable: audit quality | Code | Variables | Definition | Authors |
AUDREP AUDFEES (This variable is used in the robustness check analysis) | Auditor reputation Audit fees | Dummy variable: 1 if auditor is part of Big 4, 0 otherwise Natural logarithm of audit fees | Zehri and Zgarni (2020) Al Sharawi (2022) | |
Independent variables | FAMOWN | Family ownership | Percentage of shares held by family members | Guizani and Abdalkrim (2021) |
Meditator and independent variable | GDBO | Board gender diversity | Percentage of female directors serving on company’s board | Aladwey and Diab (2023) |
Control variables | INDBO | Independence of board | Percentage of non-executive board members to total board members | Zehri and Zgarni (2020) |
SIZEBO | Size of board | Total number of board members | Pious et al. (2022) | |
FS | Firm size | Algorithm of total assets | Al-Abdullah and Al Ani (2021) | |
FP | Firm profitability | Ratio of annual net profit before tax by average total assets | Al-Musali et al. (2019) |
Panel A. A Summary of Descriptive Statistics for the Whole Sample (1407 Observations) | ||||
---|---|---|---|---|
Variables | Mean | Std. dev. | Min | Max |
AUDREP | 0.35 | 0.18 | 0 | 1 |
AUDFEES | 6.5 | 2.1 | 2.3 | 11.1 |
FAMOWN | 0.52 | 2.49 | 0 | 0.82 |
GDBO | 0.29 | 14.71 | 0 | 0.39 |
INDBO | 0.41 | 11.2 | 0.23 | 0.6 |
SIZEBO | 6.1 | 0.31 | 4 | 12 |
FS | 8.16 | 1.83 | 3.30 | 13.13 |
FP | 0.9 | 5.34 | −0.85 | 1.68 |
Variables | Panel B. Descriptive statistics according to family-owned vs. non-family-owned firms | |||
Family-owned firms (777 observations) | Non-family-owned firms (630 observations) | Mean difference | t-statistic | |
Mean | Mean | |||
AUDREP | 0.25 | 0.76 | 0.499 | −3.484 ** |
AUDFEES | 4.14 | 7.82 | −3.678 | 1.254 * |
GDBO | 0.16 | 0.35 | −0.189 | 6.267 *** |
INDBO | 0.62 | 0.53 | 0.089 | 4.886 ** |
SIZEBO | 7.67 | 6.23 | 1.445 | 2.179 |
FS | 6.34 | 5.98 | 0.358 | 2.356 |
FP | 0.98 | 0.67 | 0.31 | 5.283 * |
Panel A: Pearson Correlation Matrix | Panel B: VIF Statistics | |||||||
---|---|---|---|---|---|---|---|---|
Variables | (1) | (2) | (3) | (4) | (5) | (6) | VIF | 1/VIF |
(1) FAMOWN | 1 | 1.75 | 0.57 | |||||
(2) GDBO | −0.023 | 1 | 1.06 | 0.94 | ||||
(0.9) | ||||||||
(3) INDBO | −0.065 *** | 0.032 *** | 1 | 1.45 | 0.68 | |||
(0.000) | (0.000) | |||||||
(4) SIZEBO | −0.011 * | 0.026 | −0.021 ** | 1 | 1.23 | 0.81 | ||
(0.056) | (0.216) | (0.01) | ||||||
(5) FS | 0.143 ** | 0.102 | 0.235 * | −0.09 | 1 | 1.03 | 0.97 | |
(0.01) | (0.133) | (0.063) | (0.7) | |||||
(6) FP | 0.206 ** | −0.042 | 0.235 | 0.65 * | 0.96 *** | 1.00 | 1.37 | 0.72 |
- | (0.04) | (0.23) | (0.13) | (0.09) | (0.000) | |||
1.31 |
Model 1 (AUDREP) | Model 2 (GDBO) | Model 3 (AUDREP) | ||||
---|---|---|---|---|---|---|
Coef | p-Value | Coef | p-Value | Coef | p-Value | |
FAMOWN | −12.14 ** | 0.013 | 1.34 * | 0.06 | −1.288 | 0.248 |
INDBO | 10.86 | 0.149 | 23.59 * | 0.078 | 70.341 | 0.612 |
SIZEBO | 2.86 * | 0.03 | 9.386 | 0.134 | −42.309 | 0.573 |
FS | 0.46 * | 0.09 | 0.326 *** | 0.000 | 5.891 *** | 0.001 |
FP | 3.7 | 0.403 | 0.634 | 0.30 | 4.33 ** | 0.012 |
GDBO | 12.57 ** | 0.045 | ||||
Constant | −35.89 | 0.624 | −4.65 *** | 0.000 | −17.31 | 0.935 |
R-Squared | 0.352 | 0.267 | 0.396 | |||
Firm-Year Effect | Yes | |||||
Hausman Test | 34.64 | 0.000 | 74.06 | 0.000 | 39.74 | 0.000 |
No of Obs. | 1407 |
Model 1 (AUDFEES) | Model 2 (GDBO) | Model 3 (AUDFEES) | ||||
---|---|---|---|---|---|---|
Coef | p-Value | Coef | p-Value | Coef | p-Value | |
FAMOWN | −1.14 * | 0.076 | 13.38 ** | 0.026 | −41.288 | 0.58 |
INDBO | 10.86 | 0.149 | 23.59 * | 0.078 | 30.341 | 0.82 |
SIZEBO | 2.86 ** | 0.03 | 9.386 | 0.134 | −32.9 * | 0.098 |
FS | 0.6 * | 0.086 | 0.366 ** | 0.014 | 12.891 *** | 0.001 |
FP | 3.7 | 0.403 | 0.634 | 0.30 | 4.33 ** | 0.012 |
GDBO | 1.57 * | 0.067 | ||||
Constant | 25.73 ** | 0.024 | −20.65 ** | 0.013 | −7.31 | 0.435 |
R-Squared | 0.127 | 0.298 | 0.37 | |||
Firm-Year Effect | Yes | |||||
Hausman Test | 32.64 | 0.000 | 27.36 | 0.000 | 49.44 | 0.000 |
No. of Obs. | 1407 |
Independent Variables | Industry and Firm Averages for Family Ownership and Board Gender Diversity | |||
---|---|---|---|---|
Coefficient | p-Value | Partial R2 | Adjusted Partial R2 | |
FAMOWN | −0.123 | 0.121 | 0.358 | 0.344 |
GDBO | 12.08 *** | 0.002 | 0.324 | 0.318 |
Control variables | ||||
INDBO | 6.85 * | 0.09 | 0.631 | 0.611 |
SIZEBO | 15.41 *** | 0.000 | 0.519 | 0.425 |
FS | −12.46 | 0.124 | 0.476 | 0.349 |
FP | −3.511 * | 0.061 | 0.321 | 0.318 |
Constant | 23.138 *** | 0.000 | ||
Obs | 1407 | |||
Number of years | 7 | |||
Overidentifying restrictions test | 0.872 |
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Zehri, F. Audit Quality and Family Ownership: The Mediating Effect of Boards’ Gender Diversity. J. Risk Financial Manag. 2025, 18, 49. https://doi.org/10.3390/jrfm18020049
Zehri F. Audit Quality and Family Ownership: The Mediating Effect of Boards’ Gender Diversity. Journal of Risk and Financial Management. 2025; 18(2):49. https://doi.org/10.3390/jrfm18020049
Chicago/Turabian StyleZehri, Fatma. 2025. "Audit Quality and Family Ownership: The Mediating Effect of Boards’ Gender Diversity" Journal of Risk and Financial Management 18, no. 2: 49. https://doi.org/10.3390/jrfm18020049
APA StyleZehri, F. (2025). Audit Quality and Family Ownership: The Mediating Effect of Boards’ Gender Diversity. Journal of Risk and Financial Management, 18(2), 49. https://doi.org/10.3390/jrfm18020049