Table 4 Results of exploratory factor analysis.
From: Factors influencing AI adoption by Chinese mathematics teachers in STEM education
Construct | Items | KMO test | Bartlett’s Sphere Test | Communality | Factor Loading | Eigenvalue | Total Variation Explained | |
---|---|---|---|---|---|---|---|---|
PE | PE1 | 0.744 | <0.001 | 0.793 | 0.890 | 2.483 | 82.780% | |
PE2 | 0.842 | 0.918 | ||||||
PE3 | 0.849 | 0.921 | ||||||
EE | EE1 | 0.734 | <0.001 | 0.779 | 0.883 | 2.491 | 83.020% | |
EE2 | 0.867 | 0.931 | ||||||
EE3 | 0.845 | 0.919 | ||||||
SI | SI1 | 0.733 | <0.001 | 0.846 | 0.920 | 2.423 | 80.760% | |
SI2 | 0.783 | 0.885 | ||||||
SI3 | 0.793 | 0.891 | ||||||
HM | HM1 | 0.762 | <0.001 | 0.854 | 0.924 | 2.603 | 86.762% | |
HM2 | 0.868 | 0.932 | ||||||
HM3 | 0.881 | 0.938 | ||||||
PR | PR1 | 0.705 | <0.001 | 0.678 | 0.823 | 2.254 | 75.127% | |
PR2 | 0.798 | 0.893 | ||||||
PR3 | 0.778 | 0.882 | ||||||
HT | HT1 | 0.756 | <0.001 | 0.842 | 0.917 | 2.524 | 84.125% | |
HT2 | 0.844 | 0.919 | ||||||
HT3 | 0.838 | 0.916 | ||||||
FC | FC1 | 0.707 | <0.001 | 0.703 | 0.839 | 2.232 | 74.391% | |
FC2 | 0.796 | 0.892 | ||||||
FC3 | 0.732 | 0.856 | ||||||
PV | PV1 | 0.714 | <0.001 | 0.746 | 0.864 | 2.327 | 77.574% | |
PV2 | 0.83 | 0.911 | ||||||
PV3 | 0.752 | 0.867 | ||||||
BI | BI1 | 0.717 | <0.001 | 0.714 | 0.845 | 2.335 | 77.825% | |
BI2 | 0.82 | 0.906 | ||||||
BI3 | 0.801 | 0.895 | ||||||
UB | UB1 | 0.726 | <0.001 | 0.748 | 0.865 | 2.294 | 76.474% | |
UB2 | 0.794 | 0.891 | ||||||
UB3 | 0.752 | 0.867 |