| Variable | Item number | Factor Loading | Common Factor variance | Total variance explained |
| Perceived ease of use | PE2 | 0.96 | 0.92 | 87.98% |
| PE1 | 0.94 | 0.88 | ||
| PE3 | 0.92 | 0.84 | ||
| PE4 | 0.94 | 0.88 | ||
| Perceived risk | FR1 | 0.81 | 0.65 | 72.63% |
| FR2 | 0.86 | 0.74 | ||
| FR3 | 0.82 | 0.66 | ||
| PR1 | 0.91 | 0.82 | ||
| PR2 | 0.87 | 0.76 | ||
| Consumer innovativeness | PI4 | 0.84 | 0.89 |
72.62% |
| PI3 | 0.84 | 0.88 | ||
| PI2 | 0.81 | 0.86 | ||
| PI1 | 0.76 | 0.77 | ||
| Perceived usefulness | PU2 | 0.85 | 0.89 | 76.94% |
| PU1 | 0.82 | 0.91 | ||
| PU4 | 0.71 | 0.88 | ||
| PU3 | 0.60 | 0.83 | ||
| Subjective norm | SN1 | 0.65 | 0.81 | 72.97% |
| SN2 | 0.71 | 0.85 | ||
| SN3 | 0.80 | 0.89 | ||
| SN4 | 0.76 | 0.87 | ||
| Usage Intention | BI1 | 0.92 | 0.84 | 85.62% |
| BI2 | 0.95 | 0.90 | ||
| BI3 | 0.91 | 0.83 |