| Variable | Measurement item | α value after the item was deleted | Cronbach’s α value | Factor loading | KMO value | p value |
| Self-efficacy (V1) | V1.1 | 0.706 | 0.750 | 0.729 | 0.746 | 0.000 |
| V1.2 | 0.686 | 0.775 | ||||
| V1.3 | 0.683 | 0.780 | ||||
| V1.4 | 0.692 | 0.753 | ||||
| Individual innovativeness (V2) | V2.1 | 0.678 | 0.779 | 0.846 | 0.691 | 0.000 |
| V2.2 | 0.758 | 0.794 | ||||
| V2.3 | 0.660 | 0.857 | ||||
| Perceived ease of use(V3) | V3.1 | 0.734 | 0.838 | 0.903 | 0.775 | 0.000 |
| V3.2 | 0.831 | 0.725 | ||||
| V3.3 | 0.748 | 0.889 | ||||
| V3.4 | 0.832 | 0.751 | ||||
| Usage intention (V4) | V4.1 | 0.817 | 0.862 | 0.847 | 0.835 | 0.000 |
| V4.2 | 0.852 | 0.748 | ||||
| V4.3 | 0.812 | 0.862 | ||||
| V4.4 | 0.852 | 0.744 | ||||
| V4.5 | 0.829 | 0.819 |