Table 2 Results of confirmatory factor analysis for study constructs.
Construct | Items | Parameter significance estimation | Factor loading | Item reliability | Composite reliability | Convergent validity | |||
|---|---|---|---|---|---|---|---|---|---|
Unstd. | S.E | T-value | P | Std | SMC | CR | AVE | ||
BI | BI1 | 1.000 | 0.950 | 0.903 | 0.978 | 0.918 | |||
BI2 | 1.023 | 0.017 | 61.083 | *** | 0.963 | 0.927 | |||
BI3 | 1.022 | 0.017 | 59.598 | *** | 0.959 | 0.920 | |||
BI4 | 1.013 | 0.017 | 59.685 | *** | 0.959 | 0.920 | |||
CP | CP1 | 1.000 | 0.883 | 0.780 | 0.959 | 0.854 | |||
CP2 | 0.989 | 0.026 | 37.386 | *** | 0.911 | 0.830 | |||
CP3 | 1.022 | 0.024 | 42.180 | *** | 0.956 | 0.914 | |||
CP4 | 1.022 | 0.025 | 40.957 | *** | 0.945 | 0.893 | |||
HBM | HBM1 | 1.000 | 0.950 | 0.903 | 0.937 | 0.790 | |||
HBM2 | 0.970 | 0.021 | 46.357 | *** | 0.919 | 0.845 | |||
HBM3 | 0.920 | 0.033 | 27.930 | *** | 0.755 | 0.570 | |||
HBM4 | 0.930 | 0.020 | 46.035 | *** | 0.917 | 0.841 | |||
KS | KS1 | 1.000 | 0.941 | 0.885 | 0.968 | 0.885 | |||
KS2 | 1.005 | 0.018 | 56.254 | *** | 0.961 | 0.924 | |||
KS3 | 0.978 | 0.019 | 52.741 | *** | 0.947 | 0.897 | |||
KS4 | 1.046 | 0.023 | 45.482 | *** | 0.912 | 0.832 | |||
RAT | RAT1 | 1.000 | 0.760 | 0.578 | 0.928 | 0.765 | |||
RAT2 | 1.051 | 0.038 | 27.371 | *** | 0.934 | 0.872 | |||
RAT3 | 1.058 | 0.039 | 27.021 | *** | 0.923 | 0.852 | |||
RAT4 | 1.011 | 0.040 | 25.181 | *** | 0.870 | 0.757 | |||
SET | SET1 | 1.000 | 0.884 | 0.781 | 0.951 | 0.828 | |||
SET2 | 0.993 | 0.028 | 35.260 | *** | 0.888 | 0.789 | |||
SET3 | 1.062 | 0.025 | 42.658 | *** | 0.964 | 0.929 | |||
SET4 | 1.041 | 0.029 | 36.491 | *** | 0.902 | 0.814 | |||
TPB | TPB1 | 1.000 | 0.895 | 0.801 | 0.938 | 0.792 | |||
TPB2 | 0.963 | 0.026 | 37.514 | *** | 0.915 | 0.837 | |||
TPB3 | 0.864 | 0.026 | 33.169 | *** | 0.864 | 0.746 | |||
TPB4 | 0.890 | 0.025 | 35.017 | *** | 0.886 | 0.785 | |||
SS | SS1 | 1.000 | 0.957 | 0.916 | 0.971 | 0.894 | |||
SS2 | 0.972 | 0.018 | 54.786 | *** | 0.938 | 0.880 | |||
SS3 | 0.982 | 0.016 | 62.995 | *** | 0.964 | 0.929 | |||
SS4 | 0.979 | 0.019 | 50.646 | *** | 0.922 | 0.850 | |||