The measurement model: reliability and convergent validity
| Construct | Item | Factor loading | St-err | p-value | Cronbach’s α | CR | AVE | R2 |
|---|---|---|---|---|---|---|---|---|
| INT | INT1 | 0.709 | 0.027 | 0.000 | 0.898 | 0.904 | 0.759 | 0.682 |
| INT2 | 0.873 | 0.029 | 0.000 | |||||
| INT3 | 0.903 | 0.033 | 0.000 | |||||
| ATT | ATT1 | 0.706 | 0.037 | 0.000 | 0.815 | 0.817 | 0.527 | 0.743 |
| ATT2 | 0.692 | 0.035 | 0.000 | |||||
| ATT3 | 0.760 | 0.036 | 0.000 | |||||
| ATT4 | 0.736 | 0.040 | 0.000 | |||||
| SN | SN1 | 0.740 | 0.037 | 0.000 | 0.829 | 0.832 | 0.625 | 0.600 |
| SN2 | 0.824 | 0.028 | 0.000 | |||||
| SN3 | 0.671 | 0.029 | 0.000 | |||||
| PBC | PBC1 | 0.550 | 0.037 | 0.000 | 0.830 | 0.835 | 0.507 | 0.657 |
| PBC2 | 0.712 | 0.041 | 0.000 | |||||
| PBC3 | 0.698 | 0.029 | 0.000 | |||||
| PBC4 | 0.612 | 0.026 | 0.000 | |||||
| PBC5 | 0.770 | 0.033 | 0.000 | |||||
| SOR | SOR1 | 0.930 | 0.036 | 0.000 | 0.890 | 0.889 | 0.616 | 0.610 |
| SOR2 | 0.922 | 0.037 | 0.000 | |||||
| SOR3 | 0.905 | 0.035 | 0.000 | |||||
| SOR4 | 0.863 | 0.041 | 0.000 | |||||
| SOR5 | 0.814 | 0.040 | 0.000 | |||||
| BEN | BEN1 | 1.012 | 0.035 | 0.000 | 0.909 | 0.914 | 0.728 | 0.584 |
| BEN2 | 1.066 | 0.034 | 0.000 | |||||
| BEN3 | 0.979 | 0.034 | 0.000 | |||||
| BEN4 | 0.782 | 0.038 | 0.000 | |||||
| LEAD | LEAD1 | 0.895 | 0.035 | 0.000 | 0.909 | 0.911 | 0.720 | – |
| LEAD2 | 0.848 | 0.030 | 0.000 | |||||
| LEAD3 | 0.784 | 0.029 | 0.000 | |||||
| LEAD4 | 0.905 | 0.032 | 0.000 | |||||
| UNIQ | UNIQ1 | 1.061 | 0.039 | 0.000 | 0.924 | 0.925 | 0.755 | – |
| UNIQ2 | 1.037 | 0.037 | 0.000 | |||||
| UNIQ3 | 1.090 | 0.037 | 0.000 | |||||
| UNIQ4 | 1.126 | 0.039 | 0.000 | |||||
| MAT | MAT1 | 0.950 | 0.043 | 0.000 | 0.868 | 0.976 | 0.595 | – |
| MAT2 | 0.754 | 0.041 | 0.000 | |||||
| MAT3 | 0.682 | 0.038 | 0.000 | |||||
| MAT4 | 1.092 | 0.039 | 0.000 | |||||
| MAT5 | 1.173 | 0.043 | 0.000 |
| Item | Factor loading | St-err | Cronbach’s α | CR | AVE | |||
|---|---|---|---|---|---|---|---|---|
| INT1 | 0.709 | 0.027 | 0.000 | 0.898 | 0.904 | 0.759 | 0.682 | |
| INT2 | 0.873 | 0.029 | 0.000 | |||||
| INT3 | 0.903 | 0.033 | 0.000 | |||||
| ATT1 | 0.706 | 0.037 | 0.000 | 0.815 | 0.817 | 0.527 | 0.743 | |
| ATT2 | 0.692 | 0.035 | 0.000 | |||||
| ATT3 | 0.760 | 0.036 | 0.000 | |||||
| ATT4 | 0.736 | 0.040 | 0.000 | |||||
| SN1 | 0.740 | 0.037 | 0.000 | 0.829 | 0.832 | 0.625 | 0.600 | |
| SN2 | 0.824 | 0.028 | 0.000 | |||||
| SN3 | 0.671 | 0.029 | 0.000 | |||||
| PBC1 | 0.550 | 0.037 | 0.000 | 0.830 | 0.835 | 0.507 | 0.657 | |
| PBC2 | 0.712 | 0.041 | 0.000 | |||||
| PBC3 | 0.698 | 0.029 | 0.000 | |||||
| PBC4 | 0.612 | 0.026 | 0.000 | |||||
| PBC5 | 0.770 | 0.033 | 0.000 | |||||
| SOR1 | 0.930 | 0.036 | 0.000 | 0.890 | 0.889 | 0.616 | 0.610 | |
| SOR2 | 0.922 | 0.037 | 0.000 | |||||
| SOR3 | 0.905 | 0.035 | 0.000 | |||||
| SOR4 | 0.863 | 0.041 | 0.000 | |||||
| SOR5 | 0.814 | 0.040 | 0.000 | |||||
| BEN1 | 1.012 | 0.035 | 0.000 | 0.909 | 0.914 | 0.728 | 0.584 | |
| BEN2 | 1.066 | 0.034 | 0.000 | |||||
| BEN3 | 0.979 | 0.034 | 0.000 | |||||
| BEN4 | 0.782 | 0.038 | 0.000 | |||||
| LEAD1 | 0.895 | 0.035 | 0.000 | 0.909 | 0.911 | 0.720 | – | |
| LEAD2 | 0.848 | 0.030 | 0.000 | |||||
| LEAD3 | 0.784 | 0.029 | 0.000 | |||||
| LEAD4 | 0.905 | 0.032 | 0.000 | |||||
| UNIQ1 | 1.061 | 0.039 | 0.000 | 0.924 | 0.925 | 0.755 | – | |
| UNIQ2 | 1.037 | 0.037 | 0.000 | |||||
| UNIQ3 | 1.090 | 0.037 | 0.000 | |||||
| UNIQ4 | 1.126 | 0.039 | 0.000 | |||||
| MAT1 | 0.950 | 0.043 | 0.000 | 0.868 | 0.976 | 0.595 | – | |
| MAT2 | 0.754 | 0.041 | 0.000 | |||||
| MAT3 | 0.682 | 0.038 | 0.000 | |||||
| MAT4 | 1.092 | 0.039 | 0.000 | |||||
| MAT5 | 1.173 | 0.043 | 0.000 |
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