Value Relevance of Board Attributes: The Mediating Role of Key Audit Matter
Abstract
:1. Introduction
2. Corporate Governance in Malaysia
3. Literature Review and Hypothesis Development
3.1. Board of Directors’ Attributes and Share Price
3.2. Board of Directors’ Attributes and KAM Disclosure and Share Price
4. Data and Research Design
4.1. Sample and Data Collection
4.2. Measurement of Variables
4.3. Empirical Model
β6BDEXPit + β7BDMEETit + β8BVSit + β9EPSit + β10SIZEit + β11ROAit + β12LEVit
+ δ1−n Fixed effects + εit
- There is a significant total effect of the independent variable (X) on the dependent variable (Y) without any effect from the mediator variable (M).PRICEit = βο + β1BDSIZEit + β2BDINDit + β3BDFEMit + β4BDCOMMit + β5BDTENit
+ β6BDEXPit + β7BDMEETit + β8BVSit + β9EPSit + β10SIZEit + β11ROAit + β12LEVit +
δ1−n Fixed effects + εit - There is a significant direct effect of the independent variable (X) and the mediator variable (M).KAMSCOREit = βο + β1BDSIZEit + β2BDINDit + β3BDFEMit + β4BDCOMMit + β5BDTENit + β6BDEXPit + β7BDMEETit + β8BVSit + β9EPSit + β10SIZEit + β11ROAit + β12LEVit + δ1−n Fixed effects + εit
- There is a significant direct effect of the independent variable (X) on the dependent variable (Y) while controlling the mediator variable (M).PRICEit = βο + β1BDSIZEit + β2BDINDit + β3BDFEMit + β4BDCOMMit + β5BDTENit + β6BDEXPit + β7BDMEETit + β8KAM_SCOREit + β9BVSit + β10EPSit + β11SIZEit + β12ROAit + β13LEVit + δ1−n Fixed effects + εit
5. Results and Analysis
5.1. Descriptive Statistics
5.2. Endogeneity Issue
5.3. Board Attributes and Share Price (H1)
5.4. KAM Disclosure as a Mediator between Board Attributes and Share Price (H2)
5.5. Additional Analysis
5.6. Robustness Test
6. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
1 | KAMSCORE consists of NUM_KAM and KAMISSUE. This study employed the weighted NUM_KAM, with a value of two if the number of KAMs was greater than the average score of the entire sample, a value of one if the number was less than or equal to the average score, and a value of zero if there was no KAM disclosure. |
References
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Panel A: Industry Composition | ||
Industry | Number of Companies | Proportionate Sampling |
Industrial Products and Services | 258 | 80 |
Consumer Products and Services | 191 | 59 |
Technology, Telecommunication, and Media | 124 | 39 |
Property | 97 | 30 |
Construction | 54 | 17 |
Energy and Utilities | 44 | 14 |
Plantation | 44 | 14 |
Transportation and Logistic | 35 | 11 |
Health Care | 17 | 5 |
TOTAL | 864 | 269 |
Panel B: Number of Observations | ||
Number of Companies | Observations | |
Sample (2016–2019) | 269 | 947 |
Unavailable annual report | (7) | |
Unavailable market capitalization data | (2) | |
Qualified and disclaimer opinion with no KAMs | (1) | (7) |
TOTAL | 268 | 931 |
Symbol | Measurement | Reference |
---|---|---|
Dependent Variable | ||
PRICE | The share price of a company at four months after the financial year-end. | Ohlson (1995) |
Board of Directors Attributes—Independent Variable | ||
BDSIZE | Actual number of board members. | Katmon et al. (2019) |
BDIND | Proportion of independent board members to total board members. | Katmon et al. (2019) |
BDFEM | Proportion of female directors to total board members. | Katmon et al. (2019) |
BDCOMM | Proportion of directors with a maximum of three directorships to the total board members. | Kamardin et al. (2014) |
BDTEN | Proportion of directors who served on the current board for more than 3 years to the total board members. | Kamardin et al. (2014) |
BDEXP | Proportion of directors with knowledge in accounting, finance, information technology (IT), legal, and business management to the total board members. | Katmon et al. (2019) |
BDMEET | The number of board meetings held during the year. | Katmon et al. (2019) |
Key Audit Matters—Mediating Variable | ||
NUM_KAM | Actual number of KAM disclosures. | Kitiwong and Sarapaivanich (2020) |
KAMISSUE: | The unweighted KAM score of NEW_KAM, LIT_KAM, CL_KAM, and LIQ_KAM. | |
NEW_KAM | A value of one if a new KAM arises in the current year, and zero if otherwise. | Bédard et al. (2019) |
LIT_KAM | A value of one if there are KAM disclosures related to fraud, non-compliance, or litigation, and zero otherwise. | Eryigit (2019) |
CL_KAM | A value of one if there are KAM disclosures related to contingent liability, and zero if otherwise | Lopes and Reis (2019) |
LIQ_KAM | A value of one if there are KAM disclosures related to liquidity risk, and zero if otherwise. | Dang and Nguyen (2020) |
KAMSCORE | The total weighted NUM_KAM1 and KAMISSUE. | |
Control Variables | ||
BVS | The book value per share of the company. | Ohlson (1995) |
EPS | The earning per share of the company. | Ohlson (1995) |
SIZE | The natural logarithm of total assets. | Habib and Azim (2008) |
LEV | The ratio of the total debt divided into total assets. | Habib and Azim (2008) |
ROA | The ratio of net income before extraordinary items to total assets. | Habib and Azim (2008) |
Mean | Median | Min | Max | Std. Dev. | VIF | |
PRICE | 1.09 | 0.60 | 0.07 | 5.36 | 1.34 | |
Board attributes: | ||||||
BDSIZE | 7.02 | 7.00 | 4.00 | 16.00 | 1.84 | 1.47 |
BDIND | 0.52 | 0.50 | 0.29 | 1.00 | 0.14 | 1.25 |
BDFEM | 0.15 | 0.14 | 0.00 | 0.50 | 0.13 | 1.12 |
BDCOMM | 0.67 | 0.70 | 0.00 | 1.00 | 0.24 | 1.13 |
BDTEN | 0.74 | 0.80 | 0.00 | 1.00 | 0.25 | 1.17 |
BDEXP | 0.80 | 0.83 | 0.00 | 1.00 | 0.19 | 1.17 |
BDMEET | 5.69 | 5.00 | 2.00 | 21.00 | 2.13 | 1.22 |
Key audit matters: | ||||||
KAMSCORE | 1.87 | 2.00 | 0.00 | 5.00 | 0.83 | 0.94 |
NUM_KAM | 2.07 | 2.00 | 0.00 | 6.00 | 1.02 | * |
KAMISSUE | 0.58 | 1.00 | 0.00 | 3.00 | 0.58 | * |
BVS | 1.20 | 0.82 | 0.08 | 4.49 | 1.17 | 1.87 |
EPS | 0.06 | 0.03 | −0.15 | 0.46 | 0.14 | 2.62 |
SIZE | 5.72 | 5.69 | 4.67 | 7.23 | 0.68 | 1.92 |
LEV | 19.01 | 16.31 | 0.13 | 50.33 | 15.44 | 1.39 |
ROA | 0.02 | 0.02 | −0.12 | 0.14 | 0.06 | 2.05 |
Year | Number of KAMs | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 2 | 3 | 4 | 5 | 6 | Total Companies | Total Number of KAMs | Average | |
2016 | - | 48 | 51 | 26 | 9 | 4 | - | 138 | 284 | 2.058 |
2017 | 2 | 82 | 108 | 56 | 16 | 3 | 1 | 268 | 551 | 2.056 |
2018 | 2 | 86 | 92 | 61 | 14 | 7 | 1 | 263 | 550 | 2.091 |
2019 | 2 | 85 | 101 | 49 | 20 | 2 | 3 | 262 | 542 | 2.069 |
Total | 6 | 301 | 352 | 192 | 59 | 16 | 5 | 931 | 1927 | 2.070 |
Industry | Number of KAMs | |||||||
---|---|---|---|---|---|---|---|---|
0 | 1 | 2 | 3 | 4 | 5 | 6 | Total | |
Industrial Products and Services | - | 105 | 107 | 57 | 7 | 2 | 2 | 280 |
Consumer Products and Services | - | 75 | 72 | 32 | 21 | 4 | - | 204 |
Technology, Telecommunication, and Media | 6 | 37 | 40 | 30 | 14 | 4 | 3 | 134 |
Property | - | 26 | 44 | 25 | 5 | - | - | 100 |
Construction | - | 15 | 27 | 14 | 3 | 3 | - | 62 |
Energy and Utilities | - | 9 | 18 | 12 | 4 | 3 | - | 46 |
Plantation | - | 19 | 17 | 11 | 4 | - | - | 51 |
Transportation and Logistics | - | 7 | 22 | 9 | - | - | - | 38 |
Healthcare | - | 8 | 5 | 2 | 1 | - | - | 16 |
Total Observations | 6 | 301 | 352 | 192 | 59 | 16 | 5 | 931 |
Dependent Variable—PRICE | |
---|---|
Intercept | 0.670 |
(0.376) | |
BDSIZE | −0.020 |
(−0.697) | |
BDIND | −0.453 ** |
(−2.271) | |
BDFEM | −0.994 ** |
(−2.196) | |
BDCOMM | −0.218 |
(−1.054) | |
BDTEN | −0.298 * |
(−1.696) | |
BDEXP | −0.375 |
(−1.049) | |
BDMEET | 0.008 |
(0.720) | |
BVS | 0.106 |
(0.713) | |
EPS | 1.502 *** |
(3.160) | |
SIZE | 0.258 |
(0.852) | |
ROA | −0.016 |
(−0.028) | |
LEV | −0.006 ** |
(−2.124) | |
R2 | 0.956 |
Adjusted R2 | 0.938 |
N | 931 |
F-statistics | 11.230 |
Prob > F | 0.000 |
BDSIZE | BDIND | BDFEM | BDCOMM | |
Direct Effect | −0.011 (−0.610) | −0.376 (−2.100) ** | −0.897 (−3.750) *** | −0.191 (−1.32) |
Indirect Effect | −0.009 (−2.300) ** | −0.077 (−2.100) ** | −0.097 (−2.020) ** | −0.027 (−1.040) |
Total effect | −0.020 (−1.000) | −0.453 (−2.440) ** | −0.994 (−4.070) *** | −0.218 (−1.470) |
Remarks | Indirect-only mediation | Complementary mediation | Complementary mediation | No effect (non-mediation) |
BDTEN | BDEXP | BDMEET | ||
Direct Effect | −0.259 (−2.790) *** | −0.288 (−1.460) | 0.008 (0.790) | |
Indirect Effect | −0.039 (−2.040) ** | −0.087 (−2.040) ** | 0.000 (0.120) | |
Total effect | −0.298 (−3.110) *** | −0.375 (−1.780) * | 0.008 (0.800) | |
Remarks | Complementary mediation | Indirect-only mediation | No-effect (non-mediation) |
2016 | 2017 | 2018 | 2019 | |
---|---|---|---|---|
Intercept | −2.482 ** | −1.364 ** | −1.635 ** | −1.815 ** |
(−2.396) | (−1.993) | (−2.203) | (−2.308) | |
BDSIZE | −0.000 | 0.017 | 0.022 | 0.011 |
(−0.008) | (0.564) | (0.755) | (0.332) | |
BDIND | −0.204 | −0.014 | 0.555 | 0.332 |
(−0.345) | (−0.038) | (1.649) | (0.771) | |
BDFEM | 0.182 | −0.062 | −0.436 | −0.318 |
(0.336) | (−0.182) | (−1.279) | (−0.962) | |
BDCOMM | −0.392 | 0.104 | −0.054 | 0.141 |
(−1.397) | (0.533) | (−0.257) | (0.657) | |
BDTEN | −0.355 | −0.405 ** | 0.006 | −0.068 |
(−1.287) | (−2.056) | (0.030) | (−0.308) | |
BDEXP | 0.528 | 0.256 | 0.172 | 0.431 |
(1.408) | (0.993) | (0.621) | (1.529) | |
BDMEET | −0.020 | −0.043 * | 0.012 | 0.030 |
(−0.570) | (−1.915) | (0.548) | (0.894) | |
BVS | 0.385 *** | 0.421 *** | 0.363 *** | 0.324 *** |
(4.690) | (7.951) | (6.762) | (6.073) | |
EPS | 4.919 *** | 5.045 *** | 4.845 *** | 5.205 *** |
(5.732) | (9.519) | (8.508) | (9.233) | |
SIZE | 0.605 *** | 0.331 *** | 0.264 *** | 0.250 ** |
(4.667) | (3.643) | (2.831) | (2.517) | |
ROA | −1.138 | −0.426 | 0.332 | 0.731 |
(−0.724) | (−0.439) | (0.314) | (0.674) | |
LEV | −0.007 | −0.001 | −0.004 | −0.002 |
(−1.505) | (−0.428) | (−1.200) | (−0.460) | |
R2 | 0.7447 | 0.7154 | 0.6791 | 0.6573 |
Adj.R2 | 0.7202 | 0.7020 | 0.6637 | 0.6408 |
N | 138 | 268 | 263 | 262 |
F-stat | 30.385 | 53.417 | 44.095 | 39.799 |
Prob > F | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
Board Characteristic | Measurement | Score |
---|---|---|
BDSIZE | A value of one if the actual number of board members is between 6 and 8, and zero otherwise. | 1/0 |
BDIND | A value of one if the ratio of independent board members to total board members is ≥0.5, and zero otherwise. | 1/0 |
BDFEM | A value of one if the ratio of female directors to total board members is ≥0.3, and zero otherwise. | 1/0 |
BDCOMM | A value of one if the ratio of directors with a maximum of three directorships to total board members is ≥0.5, and zero otherwise. | 1/0 |
BDTEN | A value of one if the ratio of directors who have served on the current board for more than 3 years to total board members is ≥0.5, and zero otherwise. | 1/0 |
BDEXP | A value of one if the ratio of the total number of directors with knowledge in accounting, finance, information technology (IT), legal, and business management to total board members is ≥0.5, and zero otherwise. | 1/0 |
BDMEET | A value of one if the number of board meetings held during the year is ≥6 times, and zero otherwise. | 1/0 |
BDSCORE | The unweighted total score of BDSIZE, BDIND, BDFEM, BDCOMM, BDTEN, BDEXP, and BDMEET. | 0–7 |
Dependent Variable-PRICE | |
---|---|
Intercept | 0.547 |
(0.333) | |
BDSCORE | −0.012 |
(−0.589) | |
BVS | 0.118 |
(0.781) | |
EPS | 1.584 *** |
(3.247) | |
SIZE | 0.083 |
(0.285) | |
ROA | 0.023 |
(0.041) | |
LEV | −0.006 ** |
(−2.017) | |
R2 | 0.9542 |
Adj.R2 | 0.9352 |
N | 931 |
F-stat | 5.819 |
Prob > F | 0.0000 |
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Jaffar, R.; Abu, N.A.; Hassan, M.S.; Rahmat, M.M. Value Relevance of Board Attributes: The Mediating Role of Key Audit Matter. Int. J. Financial Stud. 2023, 11, 41. https://doi.org/10.3390/ijfs11010041
Jaffar R, Abu NA, Hassan MS, Rahmat MM. Value Relevance of Board Attributes: The Mediating Role of Key Audit Matter. International Journal of Financial Studies. 2023; 11(1):41. https://doi.org/10.3390/ijfs11010041
Chicago/Turabian StyleJaffar, Romlah, Nor Asyiqin Abu, Mohamat Sabri Hassan, and Mohd Mohid Rahmat. 2023. "Value Relevance of Board Attributes: The Mediating Role of Key Audit Matter" International Journal of Financial Studies 11, no. 1: 41. https://doi.org/10.3390/ijfs11010041
APA StyleJaffar, R., Abu, N. A., Hassan, M. S., & Rahmat, M. M. (2023). Value Relevance of Board Attributes: The Mediating Role of Key Audit Matter. International Journal of Financial Studies, 11(1), 41. https://doi.org/10.3390/ijfs11010041