Table 2 Results of construct validity and reliability analysis
Latent variable | Measurement variable | Mean | Std. dev. | VIFs | Factor loadings | α | CR | AVE |
|---|---|---|---|---|---|---|---|---|
IQ | IQ1 | 3.98 | 0.83 | 1.358 | 0.841 | 0.880 | 0.882 | 0.651 |
IQ2 | 0.780 | |||||||
IQ3 | 0.793 | |||||||
IQ4 | 0.811 | |||||||
SQ | SQ1 | 3.87 | 0.96 | 1.286 | 0.865 | 0.903 | 0.905 | 0.704 |
SQ2 | 0.772 | |||||||
SQ3 | 0.864 | |||||||
SQ4 | 0.851 | |||||||
CM | CM1 | 3.12 | 1.09 | 1.530 | 0.875 | 0.915 | 0.917 | 0.734 |
CM2 | 0.897 | |||||||
CM3 | 0.860 | |||||||
CM4 | 0.790 | |||||||
SI | SI1 | 3.70 | 1.07 | 1.480 | 0.879 | 0.891 | 0.892 | 0.735 |
SI2 | 0.800 | |||||||
SI3 | 0.890 | |||||||
UPC | UPC1 | 4.12 | 0.85 | 1.739 | 0.835 | 0.836 | 0.838 | 0.634 |
UPC2 | 0.784 | |||||||
UPC3 | 0.767 | |||||||
HPC | HPC1 | 4.23 | 0.72 | 1.462 | 0.755 | 0.815 | 0.819 | 0.603 |
HPC2 | 0.713 | |||||||
HPC3 | 0.855 | |||||||
CI | CI1 | 1.99 | 0.85 | 1.400 | 0.748 | 0.799 | 0.799 | 0.570 |
CI2 | 0.783 | |||||||
CI3 | 0.732 | |||||||
VOC | VOC1 | 4.21 | 0.76 | 1.363 | 0.790 | 0.800 | 0.806 | 0.584 |
VOC2 | 0.652 | |||||||
VOC3 | 0.838 | |||||||
INT | INT1 | 3.93 | 1.03 | – | 0.890 | 0.905 | 0.907 | 0.765 |
INT2 | 0.810 | |||||||
INT3 | 0.920 |