Convergent validity and full collinearity testing
| Construct | Item | Loading | CR | AVE | VIF |
|---|---|---|---|---|---|
| Autonomy | A1 | 0.889 | 0.901 | 0.753 | 1.29 |
| A2 | 0.898 | ||||
| A3 | 0.814 | ||||
| Fatigue | F1 | 0.762 | 0.891 | 0.673 | 1.793 |
| F2 | 0.826 | ||||
| F3 | 0.875 | ||||
| F4 | 0.814 | ||||
| Occupational stress | O1 | 0.761 | 0.810 | 0.523 | 1.874 |
| O2 | 0.513 | ||||
| O3 | 0.725 | ||||
| O4 | 0.849 | ||||
| Self-efficacy | SE1 | 0.889 | 0.942 | 0.801 | 1.547 |
| SE2 | 0.876 | ||||
| SE3 | 0.921 | ||||
| SE4 | 0.894 | ||||
| Sleep problems | SP1 | 0.829 | 0.894 | 0.68 | 1.990 |
| SP2 | 0.890 | ||||
| SP3 | 0.722 | ||||
| SP4 | 0.849 | ||||
| Workload | WL1 | 0.749 | 0.854 | 0.539 | 3.027 |
| WL2 | 0.716 | ||||
| WL3 | 0.731 | ||||
| WL4 | 0.694 | ||||
| WL5 | 0.779 | ||||
| Work pressure | WP1 | 0.880 | 0.925 | 0.805 | 2.029 |
| WP2 | 0.910 | ||||
| WP3 | 0.902 |
| Construct | Item | Loading | CR | AVE | VIF |
|---|---|---|---|---|---|
| Autonomy | A1 | 0.889 | 0.901 | 0.753 | 1.29 |
| A2 | 0.898 | ||||
| A3 | 0.814 | ||||
| Fatigue | F1 | 0.762 | 0.891 | 0.673 | 1.793 |
| F2 | 0.826 | ||||
| F3 | 0.875 | ||||
| F4 | 0.814 | ||||
| Occupational stress | O1 | 0.761 | 0.810 | 0.523 | 1.874 |
| O2 | 0.513 | ||||
| O3 | 0.725 | ||||
| O4 | 0.849 | ||||
| Self-efficacy | SE1 | 0.889 | 0.942 | 0.801 | 1.547 |
| SE2 | 0.876 | ||||
| SE3 | 0.921 | ||||
| SE4 | 0.894 | ||||
| Sleep problems | SP1 | 0.829 | 0.894 | 0.68 | 1.990 |
| SP2 | 0.890 | ||||
| SP3 | 0.722 | ||||
| SP4 | 0.849 | ||||
| Workload | WL1 | 0.749 | 0.854 | 0.539 | 3.027 |
| WL2 | 0.716 | ||||
| WL3 | 0.731 | ||||
| WL4 | 0.694 | ||||
| WL5 | 0.779 | ||||
| Work pressure | WP1 | 0.880 | 0.925 | 0.805 | 2.029 |
| WP2 | 0.910 | ||||
| WP3 | 0.902 |
Source(s): The authors
Sharing content requires targeting cookies to be enabled. Please update your cookie preferences to use this feature.