Table 3.
Confirmatory factor analysis loading and Initial Reliability.
| Code | Constructs | β | Indicator Reliability | Cronbach Alpha | Mean (SD) |
|---|---|---|---|---|---|
| TSQ1 | Technical System Quality | 0.82 | 0.86 | 0.888 | 6.2 (0.4) |
| TSQ2 | 0.69 | 0.879 | |||
| TSQ3 | 0.88 | 0.851 | |||
| TSQ4 | 0.64 | 0.878 | |||
| TSQ5 | 0.69 | 0.879 | |||
| TSQ6 | 0.81 | 0.859 | |||
| ESQ1 | Educational System Quality | 0.82 | 0.885 | 0.907 | 6.4 (0.6) |
| ESQ2 | 0.75 | 0.896 | |||
| ESQ3 | 0.86 | 0.877 | |||
| ESQ4 | 0.8 | 0.886 | |||
| ESQ5 | 0.83 | 0.884 | |||
| IQ1 | Information Quality | 0.72 | 0.875 | 0.889 | 6.4 (0.4) |
| IQ2 | 0.58 | 0.882 | |||
| IQ3 | 0.77 | 0.871 | |||
| IQ4 | 0.6 | 0.88 | |||
| IQ5 | 0.87 | 0.862 | |||
| IQ6 | 0.44 | 0.893 | |||
| IQ7 | 0.78 | 0.87 | |||
| IQ8 | 0.85 | 0.865 | |||
| SQ1 | Service Quality | 0.78 | 0.839 | 0.871 | 6.4 (0.5) |
| SQ2 | 0.71 | 0.862 | |||
| SQ3 | 0.71 | 0.852 | |||
| SQ4 | 0.85 | 0.827 | |||
| SQ5 | 0.78 | 0.84 | |||
| ITU1 | Intention to use | 0.61 | 0.902 | 0.91 | 6.3 (0.5) |
| ITU2 | 0.84 | 0.888 | |||
| ITU3 | 0.87 | 0.882 | |||
| ITU4 | 0.88 | 0.882 | |||
| ITU5 | 0.96 | 0.872 | |||
| ITU6 | 0.63 | 0.903 | |||
| US1 | User satisfaction | 0.58 | 0.88 | 0.885 | 6.4 (0.4) |
| US2 | 0.63 | 0.873 | |||
| US3 | 0.7 | 0.86 | |||
| US4 | 0.68 | 0.861 | |||
| US5 | 0.9 | 0.858 | |||
| US6 | 0.89 | 0.86 | |||
| NB1 | Net Benefits | 0.86 | 0.92 | 0.933 | 6.4 (0.5) |
| NB2 | 0.77 | 0.924 | |||
| NB3 | 0.88 | 0.918 | |||
| NB4 | 0.87 | 0.92 | |||
| NB5 | 0.71 | 0.931 | |||
| NB6 | 0.84 | 0.92 | |||
| NB7 | 0.78 | 0.925 | |||
| NB8 | 0.7 | 0.931 | |||
| AINV1 | Academic Involvement | 0.76 | 0.877 | 0.893 | 5.3 (0.4) |
| AINV2 | 0.66 | 0.884 | |||
| AINV3 | 0.84 | 0.869 | |||
| AINV4 | 0.7 | 0.881 | |||
| AINV5 | 0.66 | 0.886 | |||
| AINV6 | 0.67 | 0.883 | |||
| AINV7 | 0.74 | 0.878 | |||
| AINV8 | 0.72 | 0.881 |