Submitted:
08 February 2026
Posted:
09 February 2026
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Abstract
Keywords:
1. Introduction
2. Literature Review
2.1. Theoretical Background of the Study
2.2. Hypothesis Development
2.2.1. The Influence of Employees’ CSR Training on CSR Performance
2.2.2. The Moderating Effect of Firm Size in the Relationship Between Employee CSR Training and CSR Performance
2.2.3. The Moderating Role of CSR Expenditures in the Relationship Between Employee CSR Training and CSR Performance
3. Materials and Methods
3.1. Sample and Data
3.2. Dependent, Independent, Control and Moderating Variables
3.2.1. Dependent Variable
3.2.2. Independent Variable
3.2.3. Control Variables
3.2.4. Moderating Variables
3.3. Diagnostic Tests
3.4. Pre-Estimation Tests
3.5. The Choice of Regression Model
3.6. Model Presentations
4. Data Analysis, Results and Interpretations
4.1. Cross-Sectional, Heterogeneity and Endoegenity Tests
4.2. Unit Root Assessment
4.3. Unit Root Assessment
4.4. Descriptive and Variance Inflation Analysis
4.5. Matrix Correlation Analysis
4.6. Testing of Hypothesis
4.7. Robustness Testing
4.8. Dealing with Endogeneity and Evaluation of GMM Model Fitness
5. Discussion of the Findings
6. Conclusions, Theoretical, Policy, and Practical Implications
7. Limitations and Future Directional Study
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Index | Variable | Acronym | Formulae |
|---|---|---|---|
| Dependent variable: | |||
| 1 | CSR performance | CSRPFM | ESG Score (0 to 100) |
| Independent variable: | |||
| 1 | Employees’ CSR training | ECSRTN | Number of CSR trainings organized by the companies in a year. |
| Control variables | |||
| 1 | CSR strategy | CRSSTG | CSR strategy score (0-100) |
| 2 | Age of the firm | AGOTF | It was determined by subtracting the year of incorporation by the companies from the observation year. |
| 3 | Leverage | LEVER | |
| 4 | Return on assets (ROA) | ROA | |
| Moderating variables | |||
| 1 | Size of the firm | SZOTFM | Log (total assets) |
| 2 | CSR expenditures (intensity) | CSEEXPEN |
| Types tests | CSR performance |
| Cross-sectional tests | |
| Pesaran’s test | 10.322 *** |
| Friedman’s test | 127.332 *** |
| Frees’ test | 32.531 *** |
| Heterogeneity test (Peseran-Yamagata test) | |
| Δ-tilde stat. | 13.061 *** |
| Δadj-tilde stat. | 28.222 *** |
| Endogeneity test | |
| Durbin-Wu-Hausman (DWH) Test | 6.584 *** |
|
*** p<.01, ** p<.05, * p<.1. | |
| Variable | Cross-Sectional Augmented Dickey-Fuller (CADF) | Cross-sectional Augmented IPS (CIPS) | ||
| Levels | 1st Difference | Levels | 1st Difference | |
| CSR performance | -5.843 *** | -13.537 *** | -5.034 *** | -13.032 *** |
| Employees’ CSR training | -15.047 *** | -35.242 *** | -16.098 *** | -38.362 *** |
| CSR strategy | -20.032 *** | -48.800 *** | -21.032 *** | -45.044 *** |
| Age of the firm | -8.135 *** | -19.203 *** | -8.521 *** | -20.642 *** |
| Leverage | -6.388 *** | -27.145 *** | -8.405 *** | -23.135 *** |
| ROA | -11.242 *** | -22.003 *** | -10.993 *** | -21.077 *** |
| Size of the firm | -4.003 *** | -13.072 *** | -4.088 *** | -14.743 *** |
| CSR expenditures | -37.036 *** | -73.342 *** | -38.563 *** | -72.441 *** |
| *** p<.01, ** p<.05, * p<.1. | ||||
| Test | CSR performance |
| Westerlund test | -9.036 *** |
| *** p<.01, ** p<.05, * p<.1. | |
| Variable | Obs | Mean | Std. Dev. | Min | Max | VIF | 1/VIF |
| CSR performance | 7,320 | 64.09 | 43.832 | 11.031 | 96.37 | - | - |
| Employees’ CSR training | 7,320 | 6 | 2.344 | 2 | 14 | 1.373 | 0.728 |
| CSR strategy | 7,320 | 50.32 | 39.362 | 5.04 | 96.34 | 1.422 | 0.703 |
| Age of the firm | 7,320 | 58 | 40.463 | 3 | 189 | 1.993 | 0.502 |
| Leverage | 7,320 | 2.284 | .973 | 0.122 | 14.362 | 1.382 | 0.724 |
| ROA | 7,320 | 6.142 | 2.402 | -27.871 | 20.027 | 1.075 | 0.930 |
| Size of the firm | 7,320 | 7.883 | 1.029 | 1.009 | 13.462 | 1.332 | 0.751 |
| CSR expenditures | 7,320 | 2.052 | 0.862 | 0.162 | 8.225 | 1.455 | 0.687 |
| Variables | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) |
| (1) CSR performance | 1.000 | |||||||
| (2) Employees’ CSR training | 0.026 | 1.000 | ||||||
| (3) CSR strategy | 0.032 | 0.163 | 1.000 | |||||
| (4) Age of the firm | 0.142 | 0.033 | 0.483 | 1.000 | ||||
| (5) Leverage | 0.188 | 0.026 | 0.305 | 0.087 | 1.000 | |||
| (6) ROA | 0.292 | 0.172 | 0.203 | 0.343 | 0.027 | 1.000 | ||
| (7) Size of the firm | 0.223 | 0.499 | 0.213 | 0.472 | 0.038 | 0.423 | 1.000 | |
| (8) CSR expenditures | 0.142 | 0.222 | 0.171 | 0.108 | 0.378 | 0.406 | 0.311 | 1.000 |
| Variables | CSR performance | ||
| Model 1 | Model 2 | Model 3 | |
| Employees’ CSR training | 0.389 *** (0.022) |
0.405 *** (0.021) |
0.412 *** (0.023) |
| CSR strategy | 0.755 *** (0.311) |
0.762 *** (0.303) |
0.766 *** (0.309) |
| Age of the firm | 0.068 *** (0.019) |
0.071 *** (0.019) |
0.072 *** (0.018) |
| Leverage | -0.173 *** (0.017) |
-0.182 *** (0.018) |
-0.186 *** (0.019) |
| ROA | 0.435 *** (0.091) |
0.452 *** (0.088) |
0.467 *** (0.090) |
| Size of the firm | 0.288 *** (0.016) |
0.253 *** (0.015) |
0.263 *** (0.014) |
| CSR expenditures | 0.596 *** (0.186) |
0.602 *** (0.184) |
0.616 *** (0.191) |
| Employees’ CSR training × firm size | 0.308 *** (0.061) |
||
| Employees’ CSR training × CSR expenditures | 0.043 *** (0.011) |
||
| Constant | 1.473 *** (0.066) |
1.483 *** (0.061) |
1.488 *** (0.065) |
| Number of observations | 7,320 | 7,320 | 7,320 |
| Chi-square | 3.943 *** | 3.964 *** | 3.994 *** |
| * ** p<.01, ** p<.05, * p<.1. | |||
| Variables | CSR performance | ||
| Model 1 | Model 2 | Model 3 | |
| Employees’ CSR training | 0.597 *** (0.204) |
0.604 *** (0.204) |
0.618 *** (0.211) |
| CSR strategy | 0.843 *** (0.330) |
0.848 *** (0.329) |
0.851 *** (0.332) |
| Age of the firm | 0.070 *** (0.014) |
0.072 *** (0.014) |
0.077 *** (0.013) |
| Leverage | -0.104 *** (0.012) |
-0.108 *** (0.012) |
-0.119 *** (0.014) |
| ROA | 0.209 *** (0.052) |
0.228 *** (0.050) |
0.248 *** (0.049) |
| Size of the firm | 0.387 *** (0.101) |
0.396 *** (0.103) |
0.403 *** (0.102) |
| CSR expenditures | 0.513 *** (0.222) |
0.533 *** (0.228) |
0.585 *** (0.226) |
| Employees’ CSR training × firm size | 0.388 *** (0.094) |
||
| Employees’ CSR training × CSR expenditures | 0.188 *** (0.028) |
||
| CD-statistic | 0.436 *** (0.042) |
0.584 *** (0.038) |
0.592 *** (0.040) |
| Constant | 1.833 *** (0.028) |
1.830 *** (0.027) |
1.855 *** (0.031) |
| Observation | 7,320 | 7,320 | 7,320 |
| Wald tests | 3.948 *** | 3.953 *** | 3.983 *** |
| RMSE | 0.031 | 0.037 | 0.035 |
| *** p<.01, ** p<.05, * p<.1. | |||
| Variables | CSR performance | ||
| Model 1 | Model 2 | Model 3 | |
| CSR performance (-1) | 0.386 *** (0.017) |
0.388 *** (0.017) |
0.395 *** (0.016) |
| Employees’ CSR training | 0.463 *** (0.188) |
0.478 *** (0.185) |
0.482 *** (0.187) |
| CSR strategy | 0.193 *** (0.041) |
0.199 *** (0.040) |
0.207 *** (0.039) |
| Age of the firm | 0.016 *** (0.003) |
0.014 *** (0.002) |
0.018 *** (0.002) |
| Leverage | -0.543 *** (0.183) |
-0.556 *** (0.183) |
-0.602 *** (0.184) |
| ROA | 0.299 *** (0.019) |
0.308 *** (0.019) |
0.316 *** (0.020) |
| Size of the firm | 0.626 *** (0.208) |
0.657 *** (0.211) |
0.661 *** (0.209) |
| CSR expenditures | 0.135 *** (0.036) |
0.143 *** (0.031) |
0.157 *** (0.029) |
| Employees’ CSR training × firm size | 0.434 *** (0.088) |
||
| Employees’ CSR training × CSR expenditures | 0.081 *** (0.013) |
||
| Observation | 6,537 | 6,537 | 6,537 |
| AR(1) | 0.000 | 0.000 | 0.000 |
| AR(2) | 0.173 | 0.183 | 0.239 |
| Sargan | 0.763 | 0.638 | 0.677 |
| Hansen J-tests | 0.209 | 0.213 | 0.272 |
| *** p<.01, ** p<.05, * p<.1. | |||
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