Submitted:
03 October 2023
Posted:
07 October 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Brief Overview of important CG -CSR arrangements in Pakistan
3. Literature Review and Development of Board Characteristics and CSR Disclosure Quality Hypotheses
3.1. Gender diversity
3.2. Board independence
3.3. Female Leadership
3.4. Board size
4. Empirical Research Design
4.1. Sample size and study period
4.1. Variables and measurements
4.1.1. Dependent variable- CSR disclosure quality
4.1.2. Independent and control variable
5. Empirical Results and Discussions
5.1. Descriptive Statistics
5.2. Univariate Analysis
| Low CSR Disclosure Quality (n = 51) |
High CSR disclosure Quality (n = 43) |
Two Sample t-test Statistics |
|||
|---|---|---|---|---|---|
|
Variables |
Mean |
SD |
Mean |
SD |
Mean Difference |
|
Gender Diversity |
0.1 |
0.13 |
0.1 |
0.12 |
0.001 |
| Board Independence |
0.33 |
0.12 |
0.31 |
0.11 |
0.026 |
| Board Size | 8.28 | 2.07 | 8.77 | 1.89 | –0.483 |
| Profit | 0.29 | 11.59 | 5.29 | 5.09 | -4.990*** |
| Leverage | 0.28 | 0.34 | 0.21 | 0.2 | 0.067 |
| Liquidity | 1.58 | 1.72 | 1.15 | 1.13 | 0.4223* |
| Company Size | 7.47 | 0.72 | 7.96 | 1.05 | –0.489*** |
| Low CSR Disclosure Quality (n = 51) |
High CSR disclosure Quality (n = 43) | Pearson Chi- Square | |||
|---|---|---|---|---|---|
|
Variables |
Without |
With |
Without |
With |
Mean Difference |
| Female Chairperson |
47 |
4 |
43 |
0 |
2.859 |
| Female CEO | 49 | 2 | 43 | 0 | 1.723 |
5.3. Correlation Analysis
5.4. Multiple Regression Analysis
6. Conclusion
7. Implications, Limitations, and Recommendations for Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Industry group | Initial sample | Final sample |
|---|---|---|
| Consumer Discretionary |
9 |
8 |
| Consumer Staples | 3 | 3 |
| Energy | 8 | 7 |
| Financials | 31 | 30 |
| Health Care | 2 | 2 |
| Industrials | 7 | 6 |
| Telecommunications, & IT Services |
5 |
5 |
| Materials | 22 | 21 |
| Real Estate | 3 | 2 |
| Utilities | 10 | 10 |
| Total | 100 | 94 |

| Independent Variables | Symbol | Measurement |
|---|---|---|
|
Gender Diversity |
Gendrdiv |
Proportion of female board of directors to total directors in the board |
|
Board Independence |
Independ |
Proportion of independent and non- executive directors to total directors in the board |
|
Female Chairperson |
Femchair |
1 if the chairperson of the board is female, 0 otherwise |
|
Female CEO |
FemCEO |
1 if the CEO is a female, 0 otherwise. |
|
Board Size |
Bsize |
Total number of board members |
| Control Variables | ||
| Profitability: Return on Assets (ROA) |
Prof |
ROA = Earnings after-tax/Total assets |
|
Company Leverage: Financial Leverage |
FrmLiq |
Total debt / Total assets |
|
Company Liquidity: Current Ratio |
FrmLiq |
Current assets/Current liabilities |
|
Company Size |
Comsize |
Natural log of Total assets at the end of the year |
|
Industry Classification |
IND |
Dummy variables for the ten industry groups of Global Industry Classification scheme |
|
Mean |
Median |
Standard Deviation |
Min. |
Max. |
|
|---|---|---|---|---|---|
| CSR Disclosure Quality |
1.76 |
1.68 |
0.44 |
0.63 |
3.06 |
| Gender Diversity |
0.1 |
0 |
0.13 |
0 |
0.43 |
| Board Independence |
0.32 |
0.3 |
0.12 |
0 |
0.5 |
| Female Chairperson |
0.04 |
0 |
0.2 |
0 |
1 |
|
Female CEO |
0.02 |
0 |
0.11 |
0 |
1 |
|
Board Size |
8.51 |
8 |
1.99 |
6.5 |
15.5 |
|
Profit |
2.58 |
1.26 |
9.5 |
–49.42 |
26.85 |
|
Leverage |
0.24 |
0.18 |
0.28 |
0 |
1.78 |
|
Liquidity |
1.38 |
1.07 |
1.48 |
0.09 |
10.24 |
| Company Size |
7.7 |
7.55 |
0.91 |
2.81 |
9.43 |

| Tolerance | VIF | |
|---|---|---|
| Gender Diversity | .739 | 1.353 |
| Board Independence |
.803 |
1.245 |
| Female Chairperson |
.866 |
1.155 |
| Female CEO | .951 | 1.052 |
| Board Size | .803 | 1.246 |
| Variable | Coefficients | p-value |
|---|---|---|
| Independent variables | ||
| Gender Diversity | 0.443 | 0.200 |
| Board Independence | –0.395 | 0.256 |
| Female Chairperson | –0.424*** | 0.009 |
| Female CEO | –0.611*** | 0.008 |
| Board Size | 0.020 | 0.446 |
| Control variables | ||
| Profit | 0.015** | 0.020 |
| Leverage | –0.230 | 0.113 |
| Liquidity | –0.013 | 0.625 |
| Company Size | 0.125** | 0.056 |
| Industry | ||
| Consumer Staples | –0.382 | 0.259 |
| Consumer Discretionary | –0.323* | 0.082 |
| Energy | –0.091 | 0.728 |
| Financials | –0.520*** | 0.003 |
| Health Care | 0.000 | 0.00 |
| Industrials | –0.170 | 0.392 |
| Materials | –0.244 | 0.165 |
| Real Estate | –0.456** | 0.037 |
| Telecommunication and IT | –0.525*** | 0.012 |
| Utilities | –0.429** | 0.037 |
| Constant | 1.141 | |
| R square | 0.47 | |
| ***, ** and * indicate that the variable is significant at 0.01, 0.05 and 0.10, respectively | ||
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