Submitted:
03 August 2026
Posted:
04 August 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Theoretical Framework
3. Literature Review and Hypothesis Development
Safety Performance and Firm Financial Performance
Board Gender Diversity, Occupational Safety and Firm Financial Performance
4. Materials and Methods
Research Design, Data Collection and Sampling
Variable Measurement
Econometric Model
Data Analysis
Robustness Test
5. Results and Discussion
Descriptive Statistics
Correlation Analysis
Multicollinearity Test
Hausman Specification Test
Fixed Effects Regression Results
Robustness Test: System GMM
Conclusion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Variable | Type | Measurement | Data source |
|---|---|---|---|
| ROA | Dependent | Net profit/total assets | Annual reports; Integrated reports |
| TQ | Dependent | Market value of equity + Total liabilities / Total assets | Annual reports; Integrated reports |
| IFR | Independent | Number of recordable injuries/Total hours worked x 1 000 000 | Sustainability reports; Integrated reports |
| FFR | Independent | Number of fatalities/Total hours worked x 1 000 000 | Sustainability reports; Integrated reports |
| BGD | Moderator | Percentage of female directors on the board | Annual reports; Integrated reports |
| FSIZE | Control | Natural logarithm of total assets | Annual reports |
| BI | Control | Percentage of non-executive directors on the board | Annual reports; Integrated reports |
| Notes: IFR measured as number of recordable injuries per 1 000 000 hours worked; FFR measured as number of fatalities per 1 000 000 hours worked. | |||
| Variable | Obs | Std.Dev | Mean | Min | Max |
|---|---|---|---|---|---|
| ROA | 438 | 0.084 | 0.118 | -0.295 | 0.423 |
| TQ | 438 | 1.437 | 0.691 | 0.412 | 4.286 |
| IFR | 438 | 3.285 | 1.487 | 0.640 | 8.930 |
| FFR | 438 | 0.063 | 0.112 | 0.000 | 0.780 |
| BGD | 438 | 28.451 | 12.213 | 0.000 | 63.640 |
| FSIZE | 438 | 16.572 | 1.408 | 13.114 | 20.943 |
| BI | 438 | 71.563 | 13.774 | 38.462 | 92.857 |
| Variables | ROA | TQ | IFR | FFR | BGD | FSIZE | BI |
|---|---|---|---|---|---|---|---|
| ROA | 1 | ||||||
| TQ | 0.468*** | 1 | |||||
| IFR | -0.281*** | -0.254*** | 1 | ||||
| FFR | -0.072 | -0.058 | 0.336*** | 1 | |||
| BGD | 0.321*** | 0.286*** | 0.214*** | 0.061 | 1 | ||
| FSIZE | 0.197*** | 0.241*** | 0.164** | 0.082 | 0.302*** | 1 | |
| BI | 0.174** | 0.151** | 0.109* | 0.046 | 0.287*** | 0.353*** | 1 |
| Notes: ***, ** and * denote statistical significance at the 1%, 5% and 10% levels, respectively. | |||||||
| Variable | VIF | Tolerance(1/VIF) |
|---|---|---|
| BGD | 1.68 | 0.595 |
| IFR | 1.42 | 0.704 |
| FFR | 1.29 | 0.775 |
| FSIZE | 1.53 | 0.654 |
| BI | 1.38 | 0.725 |
| Mean VIF | 1.46 |
| Variables | Model 1 ROA-IFR | Model 2 ROA-FFR | Model 3 TQ-IFR | Model 4 TQ-FFR |
|---|---|---|---|---|
| IFR | -0.021** | 0.049*** | ||
| FFR | -0.009 | 0.022 | ||
| BGD | 0.003* | 0.002 | 0.010** | 0.008* |
| IFR × BGD | 0.014*** | 0.027*** | ||
| FFR × BGD | 0.011** | 0.018** | ||
| FSIZE | 0.016** | 0.015** | 0.030*** | 0.028*** |
| BI | 0.006 | 0.006 | 0.011* | 0.010* |
| Within R² | 0.34 | 0.31 | 0.41 | 0.39 |
| Observations | 438 | 438 | 438 | 438 |
| Notes: Robust standard errors. ***p < 0.01; **p < 0.05; *p < 0.10. | ||||
| Variables | ROA-IFR | TQ-IFR |
|---|---|---|
| IFR | -0.024** | 0.053*** |
| BGD | 0.003* | 0.011** |
| IFR × BGD | 0.015*** | 0.028*** |
| FSIZE | 0.017** | 0.031*** |
| BI | 0.006 | 0.012* |
| Hansen Test (p) | 0.421 | 0.463 |
| AR(1) | 0.012** | 0.018** |
| AR(2) | 0.467 | 0.603 |
| Notes: Standard errors in parentheses. ***p < 0.01; **p < 0.05; *p < 0.10. | ||
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