Table 2.
Results of the confirmatory factor analysis, the corresponding factor loadings and reliabilities of the Model.
| Factors/Items | Mean | SD | Factor Loadings | Cronbach's alpha | Composite reliability (CR) | Average Variance extracted (AVE) |
|---|---|---|---|---|---|---|
| Technology readiness | 0.754 | 0.867 | 0.486 | |||
| TR1 | 3.54 | 0.919 | 0.76 | |||
| TR2 | 3.74 | 0.890 | 0.74 | |||
| TR3 | 3.50 | 0.855 | 0.77 | |||
| TR4 | 3.15 | 0.921 | 0.67 | |||
| TR5 | 3.36 | 0.891 | 0.77 | |||
| TR6 | 3.37 | 0.913 | 0.62 | |||
| TR7 | 3.55 | 0.850 | 0.51 | |||
| Learner control | 0.884 | 0.932 | 0.661 | |||
| LC1 | 3.47 | 0.862 | 0.81 | |||
| LC2 | 3.45 | 0.832 | 0.78 | |||
| LC3 | 3.51 | 0.829 | 0.83 | |||
| LC4 | 3.49 | 0.886 | 0.84 | |||
| LC5 | 3.45 | 0.878 | 0.81 | |||
| LC6 | 3.42 | 0.890 | 0.81 | |||
| LC7 | 3.47 | 0.862 | 0.81 | |||
| Online Communication self-efficacy | 0.838 | 0.785 | 0.591 | |||
| OC1 | 3.51 | 0.822 | 0.76 | |||
| OC2 | 3.44 | 0.935 | 0.72 | |||
| OC3 | 3.26 | 0.924 | 0.73 | |||
| OC4 | 3.36 | 0.900 | 0.81 | |||
| OC5 | 3.26 | 0.932 | 0.82 | |||
| Self-directed learning | 0.740 | 0.901 | 0.532 | |||
| SDL1 | 3.41 | 0.911 | 0.74 | |||
| SDL2 | 3.12 | 0.885 | 0.74 | |||
| SDL3 | 3.15 | 0.917 | 0.74 | |||
| SDL4 | 3.52 | 0.891 | 0.77 | |||
| SDL5 | 3.39 | 0.845 | 0.75 | |||
| SDL6 | 3.27 | 0.908 | 0.72 | |||
| SDL7 | 3.57 | 0.823 | 0.70 | |||
| SDL8 | 3.41 | 0.911 | 0.67 | |||
| Motivation for learning | 0.835 | 0.931 | 0.629 | |||
| MFL1 | 3.51 | .0898 | 0.80 | |||
| MFL2 | 3.66 | 0.886 | 0.80 | |||
| MFL3 | 3.52 | 0.908 | 0.83 | |||
| MFL4 | 3.58 | 0.928 | 0.86 | |||
| MFL5 | 3.57 | 0.897 | 0.84 | |||
| MFL6 | 3.23 | 0.956 | 0.72 | |||
| MFL7 | 3.15 | 1.009 | 0.68 | |||
| MFL8 | 3.39 | 0.945 | 0.80 |