Table 7.
EFA results of the scales
| Scale | Item | Factor loadings | Component matrix | |
|---|---|---|---|---|
| Digital Distraction | 1 | 0.700 | 0.836 | |
| 2 | 0.683 | 0.827 | ||
| 3 | 0.802 | 0.896 | ||
| 4 | 0.757 | 0.870 | ||
| 5 | 0.812 | 0.901 | ||
| 6 | 0.705 | 0.840 | ||
| 7 | 0.706 | 0.840 | ||
| 8 | 0.522 | 0.723 | ||
| Eigen Values = 5.69, % of Variance = 71.08 | ||||
| General Satisfaction | 1 | 0.693 | 0.832 | |
| 2 | 0.764 | 0.874 | ||
| 3 | 0.798 | 0.893 | ||
| 4 | 0.790 | 0.889 | ||
| 5 | 0.780 | 0.883 | ||
| 6 | 0.774 | 0.880 | ||
| 7 | 0.834 | 0.913 | ||
| Eigen Values = 5.43, % of Variance = 77.62 | ||||
| Perceived Learning | 1 | 0.797 | 0.836 | |
| 2 | 0.784 | 0.827 | ||
| 3 | 0.780 | 0.896 | ||
| 4 | 0.700 | 0.870 | ||
| 5 | 0.755 | 0.901 | ||
| Eigen Value = 3.82, % of Variance = 76.31 | ||||
| F1 | F2 | |||
| System Usability | 1 | 0.481 | 0.690 | |
| 2 | 0.616 | 0.701 | ||
| 3 | 0.689 | 0.797 | ||
| 4 | 0.579 | 0.753 | ||
| 5 | 0.663 | 0.812 | ||
| 6 | 0.571 | 0.730 | ||
| 7 | 0.588 | 0.735 | ||
| 8 | 0.528 | 0.726 | ||
| 9 | 0.703 | 0.813 | ||
| 10 | 0.572 | 0.743 | ||
| Eigen Values (Tot. = 5.99) | 4.21 | 1.78 | ||
| % of Variance (Tot. = 59.88) | 42.08 | 17.80 | ||