Submitted:
01 March 2026
Posted:
06 March 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Literature Review and Hypotheses Development
2.1. Theoretical Framework
2.2. Audit Quality as a Value Creation Mechanism in Weak Institutional Environments
2.3. Ownership Structure, Power Dynamics, and Firm Value
2.4. Board Composition, Oversight Capacity, and Performance Outcomes
2.5. Governance Mechanisms and the Strengthening of Audit Oversight
3. Research Methodology
- Only firms listed on the GSE were eligible, ensuring uniform regulatory exposure and reporting requirements.
- Firms reporting primarily in foreign currencies were excluded to avoid exchange-rate distortions.
- Firms were required to have available financial and governance data for the study period; however, continuous reporting was not mandatory, consistent with the unbalanced panel strategy.
- Firms with missing values on key variables, including audit firm type, board composition, ownership concentration, and performance indicators, were excluded to maintain model robustness.
3.1. Definitions and Measurements of the Variables
3.2. Research Model
- Audit committee characteristics and firm performance:
- F-test (Pooled OLS vs FE): ,
- LM test (Pooled OLS vs RE): ,
- → Pooled OLS preferred.
- Corporate governance and audit quality on firm value:
- F-test: ,
- LM test: ,
- → Pooled OLS preferred.
- Board characteristics and firm performance:
- F-test: ,
4. Empirical Results and Discussion
4.1. Descriptive Statistics
4.2. Pairwise Correlation
4.3. The Influence of Audit Committee Characteristics on Firm Performance
4.4. The Impact of Ownership Structure on Firm Value
4.5. The Influence of Board Characteristics of Firm Value
4.6. The Influence of Governance Structure (Audit Committee Characteristics, Ownership Structure and Board Characteristics) on Audit Quality
4.7. Robustness Check of the Results
5. Discussion of the Results
5.1. Audit Quality and Firm Value (H1)
5.2. Ownership Structure and Firm Value (H2)
5.3. Board Characteristics and Firm Value (H3)
5.4. Governance Mechanisms and Audit Quality (H4)
6. Conclusions
6.1. Theoretical Implications
6.2. Managerial Implications
6.3. Limitations and Suggestions for Future Research
Declarations of interests
References
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| Category | Variable | Measurement |
| Dependent variable | Tobin’s Q | Tobin’s Q: Market capitalization divided by total assets (Tarkom et al., 2023) |
| Audit quality AUDQ |
1 if audited by a Big 4 firm; 0 otherwise. (Agyei-Mensah, 2019) | |
| Independent variables | Audit committee meeting AUDC |
Frequency of audit committee meetings. (Alsayani et al., 2023) |
| Audit Committee Independence AUDI |
Ratio of non-executive directors to total audit committee members. (Fariha et al., 2022) | |
| Managerial ownership MNR |
Business participation (%) as shown in annual report. (Alves, 2023) | |
| Institutional ownership INR |
Angsoyiri et al., 2025 Institutional holdings (%) as shown in annual report (Angsoyiri et al., 2025) |
|
| Foreign ownership FRW |
Foreign holdings (%) as shown in annual report (Pronobis et al., 2022) | |
| Board size BSIZE |
Number of board members. (Nguyen et al., 2024) | |
| Board independence BD |
Proportion of non-executive directors to total directors. | |
| Control variables | Firm’s age AGE |
Number of years since incorporation. (Hatane et al., 2023) |
| Firm’s size FSIZE |
Natural logarithm of total assets. (Alharasis et al., 2024) |
|
| Liquidity LQ |
Ratio of liquid funds to depositors. (Bawuah, 2024) | |
| Inflation INF |
Consumer prices (annual %). (Tarkom et al., 2023) | |
| Gross domestic product GDP |
Real GDP. (Tarkom et al., 2023) | |
| Source: Authors’ construct | ||
| N | Mean | Std. Dev. | Min | Max | Skewness | |
| Tobin’s Q | 180 | 0.674 | 0.287 | 0.121 | 1.498 | 0.842 |
| ROA | 180 | 0.068 | 0.045 | -0.034 | 0.195 | 0.643 |
| BSIZE | 180 | 7.45 | 1.92 | 4 | 13 | 0.862 |
| BIND | 180 | 0.488 | 0.154 | 0.22 | 0.89 | 0.423 |
| BDIV | 180 | 0.188 | 0.079 | 0.00 | 0.35 | -0.318 |
| FOWN | 180 | 0.301 | 0.169 | 0.00 | 0.69 | 0.217 |
| MOWN | 180 | 0.174 | 0.123 | 0.00 | 0.52 | 0.974 |
| INSTW | 180 | 0.438 | 0.211 | 0.11 | 0.94 | 0.551 |
| LEV | 180 | 0.462 | 0.189 | 0.14 | 0.87 | 0.365 |
| LQ | 180 | 1.983 | 0.722 | 0.88 | 4.01 | 0.926 |
| FSIZE | 180 | 7.924 | 0.678 | 6.12 | 9.34 | -0.131 |
| GDP | 180 | 0.055 | 0.011 | 0.031 | 0.071 | -0.394 |
| INF | 180 | 0.111 | 0.032 | 0.074 | 0.175 | 0.582 |
| Source: Authors’ construct | ||||||
| Variable | Tobin’s Q | ROA | BSIZE | BIND | BDIV | FOWN | MOWN | INSTW | LEV | LQ | FSIZE | GDP | INF | BIG4 | |
| Tobin’s Q | 1 | ||||||||||||||
| ROA | -0.04 | 1 | |||||||||||||
| BSIZE | -0.04 | 0.06 | 1 | ||||||||||||
| BIND | 0.01 | -0.13* | -0.09* | 1 | |||||||||||
| BDIV | -0.10* | 0 | -0.04 | -0.04 | 1 | ||||||||||
| FOWN | 0.04 | -0.02 | 0.10** | 0.02 | -0.02 | 1 | |||||||||
| MOWN | -0.03 | 0.07 | 0 | 0.07** | 0.06* | 0 | 1 | ||||||||
| INSTW | -0.01 | -0.08* | -0.11* | 0.14** | -0.01 | 0.05 | -0.05 | 1 | |||||||
| LEV | -0.08* | -0.01 | 0.18** | 0.03 | 0.02 | 0.11** | 0.10* | -0.07 | 1 | ||||||
| LQ | -0.02 | 0.06 | 0.13* | 0.02 | -0.13* | 0.11** | 0.01 | -0.14* | 0.07 | 1 | |||||
| FSIZE | -0.05 | -0.05 | 0.05 | -0.01 | -0.03 | -0.02 | -0.05 | -0.06 | 0.09* | 0.05 | 1 | ||||
| GDP | 0.08 | 0.02 | -0.05 | 0.01 | 0 | 0.05 | -0.02 | -0.08 | -0.03 | 0 | -0.13* | 1 | |||
| INF | 0.09* | 0.01 | -0.09* | 0.16** | -0.06* | -0.16* | 0 | -0.04 | -0.02 | 0.08* | -0.01 | 0.16** | 1 | ||
| BIG4 | 0.11* | 0.14* | 0.18** | 0.06 | -0.02 | 0.13** | 0.08* | 0.09* | -0.06 | 0.07 | 0.23** | 0.03 | 0.02 | 1 | |
| * p < 0.05, ** p < 0.01, *** p < 0.001 | |||||||||||||||
| Source: Authors’ construct | |||||||||||||||
|
Tobin’s Q (M1) |
Tobin’s Q (M2) |
Tobin’s Q (M3) |
Tobin’s Q (M4) | Tobin’s Q (M5) |
Tobin’s Q (M6) |
Tobin’s Q (M7) | |
| AUDC | -0.0177 | -0.00687 | -0.00115 | 0.00830 | 0.00788 | 0.00926 | 0.00798 |
| (SE) | (0.0214) | (0.0266) | (0.0181) | (0.0225) | (0.0230) | (0.0219) | (0.0217) |
| AUDI | -0.0529*** | -0.0521*** | -0.0521*** | -0.0536*** | -0.0546*** | ||
| (SE) | (0.00597) | (0.00441) | (0.00468) | (0.00359) | (0.00349) | ||
| FSIZE | -0.143*** | -0.128*** | -0.122*** | -0.122*** | -0.119*** | ||
| (SE) | (0.0197) | (0.0207) | (0.0200) | (0.0199) | (0.0194) | ||
| INF | -1.301** | -1.149** | -1.187** | -1.203** | |||
| (SE) | (0.271) | (0.271) | (0.275) | (0.282) | |||
| GDP | 0.831 | 0.920 | 0.931 | ||||
| (SE) | (0.423) | (0.414) | (0.417) | ||||
| FGE | -0.00135 | -0.00162 | |||||
| (SE) | (0.000991) | (0.00101) | |||||
| LQ | -0.0585 | ||||||
| (SE) | (0.0340) | ||||||
| Constant | 0.383** | 0.523** | 1.622*** | 1.758*** | 1.640*** | 1.663*** | 1.673*** |
| (SE) | (0.0993) | (0.102) | (0.156) | (0.152) | (0.141) | (0.140) | (0.142) |
| N | 105 | 105 | 105 | 105 | 105 | 105 | 105 |
| R² | 0.006 | 0.075 | 0.132 | 0.218 | 0.222 | 0.224 | 0.225 |
| F-stat | 0.68 | 183.3 | 42.11 | 139.46 | 111.73 | 23795.57 | 131.15 |
| P-value | 0.68 | 0.0001 | 0.0003 | 0.0001 | 0.0001 | 0.0001 | 0.0001 |
| Standard errors in parentheses * p < 0.05, ** p < 0.01, *** p < 0.001 | |||||||
| Source: Authors’ construct | |||||||
| Tobin’s Q (M1) | Tobin’s Q (M2) |
Tobin’s Q (M3) |
Tobin’s Q (M4) |
Tobin’s Q (M5) |
Tobin’s Q (M6) | Tobin’s Q (M7) | Tobin’s Q (M8) | |
| INSTW | 0.00465*** | 0.00457*** | 0.00222 | 0.00218* | 0.00226* | 0.00208* | 0.00221 | 0.00241 |
| (0.00059) | (0.00061) | (0.00109) | (0.00081) | (0.00079) | (0.00083) | (0.00095) | (0.00124) | |
| MOWN | 0.0297 | 0.0453* | 0.0275 | 0.0302 | 0.0350 | 0.0354 | 0.0331 | |
| (0.0169) | (0.0191) | (0.0184) | (0.0182) | (0.0185) | (0.0184) | (0.0190) | ||
| FOWN | 0.00134** | 0.00072* | 0.00077** | 0.00083** | 0.00085** | 0.00091** | ||
| (0.00031) | (0.00022) | (0.00020) | (0.00021) | (0.00020) | (0.00019) | |||
| FSIZE | -0.109*** | -0.0985*** | -0.0854*** | -0.0827** | -0.0859*** | |||
| (0.0142) | (0.0142) | (0.0130) | (0.0135) | (0.0131) | ||||
| INF | -1.238** | -1.012** | -1.037** | -1.014** | ||||
| (0.278) | (0.245) | (0.248) | (0.236) | |||||
| GDP | 1.427** | 1.532** | 1.541** | |||||
| (0.308) | (0.327) | (0.311) | ||||||
| BDIV | -0.00141 | -0.00109 | ||||||
| (0.00108) | (0.00071) | |||||||
| LQ | 0.118 | |||||||
| (0.121) | ||||||||
| _cons | -0.0772 | -0.0788 | 0.0597 | 1.041*** | 1.067*** | 0.836** | 0.828** | 0.774* |
| (0.0347) | (0.0332) | (0.0581) | (0.160) | (0.157) | (0.158) | (0.160) | (0.217) | |
| N | 180 | 180 | 180 | 180 | 180 | 180 | 180 | 180 |
| R² | 0.089 | 0.112 | 0.133 | 0.188 | 0.215 | 0.227 | 0.229 | 0.233 |
| F-stat | 59.84 | 34.95 | 388.22 | 190.45 | 159.12 | 422.33 | 410.05 | 27.97 |
| p-value | 0.0002 | 0.0005 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | 0.0003 |
| Standard errors in parentheses * p < 0.05, ** p < 0.01, *** p < 0.001 | ||||||||
| Source: Authors’ construct | ||||||||
|
Tobin’s Q (M1) |
Tobin’s Q (M2) | Tobin’s Q (M3) |
Tobin’s Q (M4) |
Tobin’s Q (M5) | Tobin’s Q (M6) | Tobin’s Q (M7) | |
| BSIZE | -0.00076 (0.00092) |
-0.00064 (0.00086) |
-0.00023 (0.00085) |
-0.00030 (0.00088) |
-0.00032 (0.00088) |
-0.00037 (0.00096) |
-0.00034 (0.00102) |
| BIND | -0.06520*** (0.00298) |
-0.05610*** (0.00314) |
-0.05850*** (0.00326) |
-0.05880*** (0.00324) |
-0.05920*** (0.00345) |
-0.05970*** (0.00337) |
|
| FSIZE | -0.13300*** (0.01890) |
-0.12500*** (0.02040) |
-0.11900*** (0.01970) |
-0.11900*** (0.02020) |
-0.11700*** (0.01910) |
||
| INF | -1.21200*** (0.27900) |
-1.04900*** (0.27400) |
-1.06500*** (0.29600) |
-1.07100*** (0.29500) |
|||
| GDP | 0.89800* (0.41300) |
0.94100* (0.41400) |
0.94500* (0.41300) |
||||
| FGE | -0.00063 (0.00160) |
-0.00075 (0.00138) |
|||||
| LQ | -0.02980 (0.07630) |
||||||
| CONST | 0.32500*** (0.02490) |
0.57600*** (0.02700) |
1.74800*** (0.16500) |
1.80500*** (0.16100) |
1.67900*** (0.15300) |
1.68800*** (0.14000) |
1.69400*** (0.14500) |
| Standard errors in parentheses * p < 0.05, ** p < 0.01, *** p < 0.001 | |||||||
| Source: Authors’ construct | |||||||
| Variables | (1) AUDQ | (2) AUDQ | (3) AUDQ |
| Audit Committee Characteristics | |||
| AUDC | -0.914 | ||
| (1.115) | |||
| AUDI | -2.475* | ||
| (1.190) | |||
| Ownership Structure | |||
| INSTW | 0.421*** | ||
| (0.110) | |||
| FOWN | -0.084* | ||
| (0.039) | |||
| MOWN | -0.132 | ||
| (2.990) | |||
| Board Characteristics | |||
| BSIZE | -0.582* | ||
| (0.271) | |||
| BIND | -4.655* | ||
| (2.114) | |||
| Firm-Level Controls | |||
| FSIZE | -0.104 | ||
| (0.231) | |||
| LQ | 0.083 | ||
| (0.098) | |||
| GDP | 0.764 | ||
| (0.688) | |||
| INF | -1.024* | ||
| (0.493) | |||
| Additional Audit Quality Determinants | |||
| MMIS (Material Misstatements) | -0.362** | ||
| (0.148) | |||
| GCON (Going Concern Opinions) | 1.042*** | ||
| (0.289) | |||
| INDSP (Industry Specialisation) | 0.615** | ||
| (0.250) | |||
| _cons | 29.60*** | -3.722 | 42.87*** |
| (5.820) | (8.780) | (11.20) | |
| lnsig2u | |||
| _cons | 5.642*** | 6.709*** | 5.214*** |
| (0.712) | (0.655) | (0.761) | |
| Observations (N) | 180 | 180 | 180 |
| P-value | 0.034 | 0.0018 | 0.0096 |
| Log-likelihood | -10.83 | -11.47 | -7.02 |
| Standard errors in parentheses * p < 0.05, ** p < 0.01, *** p < 0.001 | |||
| Source: Authors’ construct | |||
| Variable | Coefficient | Std. Error | t-Statistic | p-Value |
| Intercept | 0.012 | 0.015 | 0.8 | 0.425 |
| BSIZE | 0.006*** | 0.002 | 3 | 0.003 |
| BIND | 0.024** | 0.01 | 2.4 | 0.018 |
| BDIV | -0.01 | 0.015 | -0.667 | 0.506 |
| FOWN | 0.021** | 0.009 | 2.333 | 0.021 |
| MOWN | -0.014* | 0.008 | -1.75 | 0.082 |
| INSTW | 0.017 | 0.011 | 1.545 | 0.125 |
| LEV | -0.036*** | 0.01 | -3.6 | 0 |
| LQ | 0.012** | 0.005 | 2.4 | 0.018 |
| FSIZE | 0.008 | 0.006 | 1.333 | 0.185 |
| GDP | 0.226** | 0.09 | 2.511 | 0.014 |
| INF | -0.141** | 0.06 | -2.35 | 0.02 |
| R-squared | 0.482 | |||
| N | 180 | |||
| Standard errors in parentheses * p < 0.05, ** p < 0.01, *** p < 0.001 | ||||
| Source: Authors’ construct | ||||
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