Reliability and validity
| Constructs | Items | Outer loadings | Cronbach's alpha | CR | AVE |
|---|---|---|---|---|---|
| Optimism | OPT1 | 0.771 | 0.797 | 0.868 | 0.621 |
| OPT2 | 0.783 | ||||
| OPT3 | 0.773 | ||||
| OPT4 | 0.824 | ||||
| Innovativeness | INNO1 | 0.839 | 0.821 | 0.882 | 0.651 |
| INNO2 | 0.778 | ||||
| INNO3 | 0.826 | ||||
| INNO4 | 0.782 | ||||
| Insecurity | INSEC1 | 0.884 | 0.938 | 0.952 | 0.799 |
| INSEC2 | 0.879 | ||||
| INSEC3 | 0.903 | ||||
| INSEC4 | 0.907 | ||||
| INSEC5 | 0.897 | ||||
| Discomfort | DIS1 | 0.903 | 0.930 | 0.950 | 0.826 |
| DIS2 | 0.919 | ||||
| DIS3 | 0.905 | ||||
| DIS4 | 0.910 | ||||
| Performance expectancy | PE1 | 0.811 | 0.835 | 0.890 | 0.669 |
| PE2 | 0.813 | ||||
| PE3 | 0.814 | ||||
| PE4 | 0.834 | ||||
| Confirmation of expectation | CON1 | 0.838 | 0.776 | 0.870 | 0.690 |
| CON2 | 0.830 | ||||
| CON3 | 0.824 | ||||
| Satisfaction | SAT1 | 0.852 | 0.805 | 0.885 | 0.720 |
| SAT2 | 0.859 | ||||
| SAT3 | 0.834 | ||||
| Habit | HAB1 | 0.924 | 0.916 | 0.947 | 0.856 |
| HAB2 | 0.918 | ||||
| HAB3 | 0.934 | ||||
| Continuance intention | CI1 | 0.843 | 0.801 | 0.883 | 0.716 |
| CI2 | 0.820 | ||||
| CI3 | 0.874 |
| Constructs | Items | Outer loadings | Cronbach's alpha | CR | AVE |
|---|---|---|---|---|---|
| Optimism | OPT1 | 0.771 | 0.797 | 0.868 | 0.621 |
| OPT2 | 0.783 | ||||
| OPT3 | 0.773 | ||||
| OPT4 | 0.824 | ||||
| Innovativeness | INNO1 | 0.839 | 0.821 | 0.882 | 0.651 |
| INNO2 | 0.778 | ||||
| INNO3 | 0.826 | ||||
| INNO4 | 0.782 | ||||
| Insecurity | INSEC1 | 0.884 | 0.938 | 0.952 | 0.799 |
| INSEC2 | 0.879 | ||||
| INSEC3 | 0.903 | ||||
| INSEC4 | 0.907 | ||||
| INSEC5 | 0.897 | ||||
| Discomfort | DIS1 | 0.903 | 0.930 | 0.950 | 0.826 |
| DIS2 | 0.919 | ||||
| DIS3 | 0.905 | ||||
| DIS4 | 0.910 | ||||
| Performance expectancy | PE1 | 0.811 | 0.835 | 0.890 | 0.669 |
| PE2 | 0.813 | ||||
| PE3 | 0.814 | ||||
| PE4 | 0.834 | ||||
| Confirmation of expectation | CON1 | 0.838 | 0.776 | 0.870 | 0.690 |
| CON2 | 0.830 | ||||
| CON3 | 0.824 | ||||
| Satisfaction | SAT1 | 0.852 | 0.805 | 0.885 | 0.720 |
| SAT2 | 0.859 | ||||
| SAT3 | 0.834 | ||||
| Habit | HAB1 | 0.924 | 0.916 | 0.947 | 0.856 |
| HAB2 | 0.918 | ||||
| HAB3 | 0.934 | ||||
| Continuance intention | CI1 | 0.843 | 0.801 | 0.883 | 0.716 |
| CI2 | 0.820 | ||||
| CI3 | 0.874 |
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