Factor loadings and reliability statistics
| Constructs | Items | Loadings | AVE | Composite reliability | Cronbach's alpha | rho_A | VIF | |
|---|---|---|---|---|---|---|---|---|
| BI | VA | |||||||
| Behavioral intention | bi1 | 0.929 | 0.790 | 0.919 | 0.867 | 0.871 | ||
| bi2 | 0.891 | |||||||
| bi3 | 0.845 | |||||||
| Competitor pressure | cp1 | 0.819 | 0.771 | 0.910 | 0.853 | 0.880 | 1.508 | |
| cp2 | 0.908 | |||||||
| cp3 | 0.905 | |||||||
| Complexity | Comp1 | 0.825 | 0.778 | 0.913 | 0.856 | 0.858 | 1.493 | 1.380 |
| Comp2 | 0.904 | |||||||
| Comp3 | 0.913 | |||||||
| Compatibility | com1 | 0.853 | 0.766 | 0.908 | 0.847 | 0.851 | 1.885 | 1.691 |
| com2 | 0.903 | |||||||
| com3 | 0.868 | |||||||
| Customer pressure | custp | 0.930 | 0.842 | 0.941 | 0.906 | 0.908 | 2.479 | |
| custp2 | 0.923 | |||||||
| custp3 | 0.900 | |||||||
| External support | es1 | 0.935 | 0.855 | 0.922 | 0.831 | 0.841 | 1.464 | |
| es2 | 0.915 | |||||||
| Observability | obs1 | 0.953 | 0.858 | 0.948 | 0.917 | 0.923 | 2.022 | 1.739 |
| obs2 | 0.930 | |||||||
| obs3 | 0.895 | |||||||
| Perceived cost | pc1 | 0.936 | 0.710 | 0.879 | 0.811 | 1.045 | 1.342 | 1.250 |
| pc2 | 0.809 | |||||||
| pc3 | 0.775 | |||||||
| Relative advantage | rela1 | 0.824 | 0.715 | 0.909 | 0.866 | 0.878 | 2.360 | 2.000 |
| rela2 | 0.894 | |||||||
| rela3 | 0.897 | |||||||
| rela4 | 0.760 | |||||||
| Trialability | tri1 | 0.862 | 0.795 | 0.921 | 0.871 | 0.874 | 1.445 | 1.430 |
| tri2 | 0.904 | |||||||
| tri3 | 0.909 | |||||||
| Value alignment | va1 | 0.900 | 0.845 | 0.943 | 0.908 | 0.909 | 2.054 | |
| va2 | 0.932 | |||||||
| va3 | 0.926 | |||||||
| Constructs | Items | Loadings | AVE | Composite reliability | Cronbach's alpha | rho_A | VIF | |
|---|---|---|---|---|---|---|---|---|
| BI | VA | |||||||
| Behavioral intention | bi1 | 0.929 | 0.790 | 0.919 | 0.867 | 0.871 | ||
| bi2 | 0.891 | |||||||
| bi3 | 0.845 | |||||||
| Competitor pressure | cp1 | 0.819 | 0.771 | 0.910 | 0.853 | 0.880 | 1.508 | |
| cp2 | 0.908 | |||||||
| cp3 | 0.905 | |||||||
| Complexity | Comp1 | 0.825 | 0.778 | 0.913 | 0.856 | 0.858 | 1.493 | 1.380 |
| Comp2 | 0.904 | |||||||
| Comp3 | 0.913 | |||||||
| Compatibility | com1 | 0.853 | 0.766 | 0.908 | 0.847 | 0.851 | 1.885 | 1.691 |
| com2 | 0.903 | |||||||
| com3 | 0.868 | |||||||
| Customer pressure | custp | 0.930 | 0.842 | 0.941 | 0.906 | 0.908 | 2.479 | |
| custp2 | 0.923 | |||||||
| custp3 | 0.900 | |||||||
| External support | es1 | 0.935 | 0.855 | 0.922 | 0.831 | 0.841 | 1.464 | |
| es2 | 0.915 | |||||||
| Observability | obs1 | 0.953 | 0.858 | 0.948 | 0.917 | 0.923 | 2.022 | 1.739 |
| obs2 | 0.930 | |||||||
| obs3 | 0.895 | |||||||
| Perceived cost | pc1 | 0.936 | 0.710 | 0.879 | 0.811 | 1.045 | 1.342 | 1.250 |
| pc2 | 0.809 | |||||||
| pc3 | 0.775 | |||||||
| Relative advantage | rela1 | 0.824 | 0.715 | 0.909 | 0.866 | 0.878 | 2.360 | 2.000 |
| rela2 | 0.894 | |||||||
| rela3 | 0.897 | |||||||
| rela4 | 0.760 | |||||||
| Trialability | tri1 | 0.862 | 0.795 | 0.921 | 0.871 | 0.874 | 1.445 | 1.430 |
| tri2 | 0.904 | |||||||
| tri3 | 0.909 | |||||||
| Value alignment | va1 | 0.900 | 0.845 | 0.943 | 0.908 | 0.909 | 2.054 | |
| va2 | 0.932 | |||||||
| va3 | 0.926 | |||||||