Factor loadings and reliability
| Construct | Items | Factor loading | VIFa | Cronbach’s α | CRa | AVEa |
|---|---|---|---|---|---|---|
| Functionality | CF1 | 0.886 | 2.423 | 0.874 | 0.922 | 0.798 |
| CF2 | 0.915 | 2.672 | ||||
| CF3 | 0.879 | 2.119 | ||||
| Trustworthiness | CT1 | 0.854 | 2.194 | 0.800 | 0.870 | 0.627 |
| CT2 | 0.838 | 2.109 | ||||
| CT3 | 0.765 | 1.531 | ||||
| CT4 | 0.702 | 1.366 | ||||
| Efficiency | CE1 | 0.729 | 1.542 | 0.834 | 0.883 | 0.604 |
| CE2 | 0.829 | 2.166 | ||||
| CE3 | 0.840 | 2.130 | ||||
| CE4 | 0.786 | 1.823 | ||||
| CE5 | 0.691 | 1.431 | ||||
| Human-likeness | CH1 | Deleted | Deleted | 0.667 | 0.857 | 0.750 |
| CH2 | 0.884 | 1.334 | ||||
| CH3 | 0.848 | 1.334 | ||||
| Responsiveness | CR1 | Deletedb | ||||
| CR2 | ||||||
| Reference to the service | RS1 | 0.875 | 1.924 | 0.816 | 0.891 | 0.731 |
| RS2 | 0.861 | 1.863 | ||||
| RS3 | 0.828 | 1.685 | ||||
| Perceived interactivity | PI1 | 0.855 | 2.093 | 0.827 | 0.886 | 0.660 |
| PI2 | 0.810 | 2.015 | ||||
| PI3 | 0.825 | 1.883 | ||||
| PI4 | 0.755 | 1.460 | ||||
| PI5 | deleted | deleted | ||||
| Brand experience | BE1 | 0.692 | 1.576 | 0.882 | 0.911 | 0.631 |
| BE2 | 0.792 | 2.158 | ||||
| BE3 | 0.827 | 2.307 | ||||
| BE4 | 0.802 | 2.250 | ||||
| BE5 | 0.814 | 2.161 | ||||
| BE6 | 0.829 | 2.211 | ||||
| Parasocial relationships | PR1 | 0.865 | 1.951 | 0.830 | 0.898 | 0.746 |
| PR2 | 0.902 | 2.259 | ||||
| PR3 | 0.823 | 1.728 | ||||
| Construct | Items | Factor loading | VIF | Cronbach’s | ||
|---|---|---|---|---|---|---|
| Functionality | CF1 | 0.886 | 2.423 | 0.874 | 0.922 | 0.798 |
| CF2 | 0.915 | 2.672 | ||||
| CF3 | 0.879 | 2.119 | ||||
| Trustworthiness | CT1 | 0.854 | 2.194 | 0.800 | 0.870 | 0.627 |
| CT2 | 0.838 | 2.109 | ||||
| CT3 | 0.765 | 1.531 | ||||
| CT4 | 0.702 | 1.366 | ||||
| Efficiency | CE1 | 0.729 | 1.542 | 0.834 | 0.883 | 0.604 |
| CE2 | 0.829 | 2.166 | ||||
| CE3 | 0.840 | 2.130 | ||||
| CE4 | 0.786 | 1.823 | ||||
| CE5 | 0.691 | 1.431 | ||||
| Human-likeness | CH1 | Deleted | Deleted | 0.667 | 0.857 | 0.750 |
| CH2 | 0.884 | 1.334 | ||||
| CH3 | 0.848 | 1.334 | ||||
| Responsiveness | CR1 | Deleted | ||||
| CR2 | ||||||
| Reference to the service | RS1 | 0.875 | 1.924 | 0.816 | 0.891 | 0.731 |
| RS2 | 0.861 | 1.863 | ||||
| RS3 | 0.828 | 1.685 | ||||
| Perceived interactivity | PI1 | 0.855 | 2.093 | 0.827 | 0.886 | 0.660 |
| PI2 | 0.810 | 2.015 | ||||
| PI3 | 0.825 | 1.883 | ||||
| PI4 | 0.755 | 1.460 | ||||
| PI5 | deleted | deleted | ||||
| Brand experience | BE1 | 0.692 | 1.576 | 0.882 | 0.911 | 0.631 |
| BE2 | 0.792 | 2.158 | ||||
| BE3 | 0.827 | 2.307 | ||||
| BE4 | 0.802 | 2.250 | ||||
| BE5 | 0.814 | 2.161 | ||||
| BE6 | 0.829 | 2.211 | ||||
| Parasocial relationships | PR1 | 0.865 | 1.951 | 0.830 | 0.898 | 0.746 |
| PR2 | 0.902 | 2.259 | ||||
| PR3 | 0.823 | 1.728 | ||||
Note(s): CH1 and PI5 were deleted because their factor loadings were −0.659 and 0.494, respectively, which were below the threshold of 0.5. Before removing these items, the Cronbach’s α value for human likeness was 0.038 while that for interactivity was 0.799
VIF, Variance inflation factor; CR, composite reliability; AVE, average variance extracted
Responsiveness was removed to avoid construct overlap due to its high correlations with efficiency and service reference
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