Factor loadings, reliability and validity measures
| Factors | Indicators | Mean | S.D | Factor | Cronbach | Composite | AVE |
|---|---|---|---|---|---|---|---|
| Loadings | Alpha | Reliability | |||||
| Design | Design5 | 4.56 | 0.242 | 0.663 | 0.824 | 0.862 | 0.531 |
| Design4 | 3.89 | 0.146 | 0.849 | ||||
| Design3 | 3.96 | 0.218 | 0.614 | ||||
| Design2 | 3.25 | 0.287 | 0.712 | ||||
| Design1 | 3.65 | 0.276 | 0.933 | ||||
| Technological factors | Technical4 | 3.67 | 0.105 | 0.855 | 0.823 | 0.828 | 0.515 |
| Technical3 | 4.27 | 0.251 | 0.824 | ||||
| Technical2 | 4.16 | 0.368 | 0.745 | ||||
| Technical1 | 4.24 | 0.389 | 0.587 | ||||
| Social factors | Soci4 | 4.87 | 0.467 | 0.799 | 0.876 | 0.771 | 0.589 |
| Soci3 | 3.67 | 0.224 | 0.601 | ||||
| Soci2 | 3.98 | 0.256 | 0.741 | ||||
| Soci1 | 0.660 | ||||||
| Psychological factor | PSY4 | 3.85 | 0.299 | 0.742 | 0.789 | 0.745 | 0.553 |
| PSY3 | 3.48 | 0.372 | 0.888 | ||||
| PSY2 | 3.89 | 0.138 | 0.728 | ||||
| PSY1 | 3.56 | 0.189 | 0.777 | ||||
| Experience | Exp1 | 4.65 | 0.263 | 0.803 | 0.776 | 0.761 | 0.562 |
| Exp2 | 3.48 | 0.144 | 0.763 | ||||
| Exp3 | 3.17 | 0.422 | 0.780 | ||||
| Exp4 | 3.67 | 0.186 | 0.934 | ||||
| Customer engagement | CUS_ENG1 | 3.24 | 0.62 | 0.853 | 0.816 | 0.782 | 0.637 |
| CUS_ENG2 | 4.32 | 0.391 | 0.614 | ||||
| CUS_ENG3 | 4.56 | 0.127 | 0.536 | ||||
| CUS_ENG4 | 4.87 | 0.146 | 0.663 |
| Factors | Indicators | Mean | S.D | Factor | Cronbach | Composite | AVE |
|---|---|---|---|---|---|---|---|
| Loadings | Alpha | Reliability | |||||
| Design | Design5 | 4.56 | 0.242 | 0.663 | 0.824 | 0.862 | 0.531 |
| Design4 | 3.89 | 0.146 | 0.849 | ||||
| Design3 | 3.96 | 0.218 | 0.614 | ||||
| Design2 | 3.25 | 0.287 | 0.712 | ||||
| Design1 | 3.65 | 0.276 | 0.933 | ||||
| Technological | Technical4 | 3.67 | 0.105 | 0.855 | 0.823 | 0.828 | 0.515 |
| Technical3 | 4.27 | 0.251 | 0.824 | ||||
| Technical2 | 4.16 | 0.368 | 0.745 | ||||
| Technical1 | 4.24 | 0.389 | 0.587 | ||||
| Social factors | Soci4 | 4.87 | 0.467 | 0.799 | 0.876 | 0.771 | 0.589 |
| Soci3 | 3.67 | 0.224 | 0.601 | ||||
| Soci2 | 3.98 | 0.256 | 0.741 | ||||
| Soci1 | 0.660 | ||||||
| Psychological | PSY4 | 3.85 | 0.299 | 0.742 | 0.789 | 0.745 | 0.553 |
| PSY3 | 3.48 | 0.372 | 0.888 | ||||
| PSY2 | 3.89 | 0.138 | 0.728 | ||||
| PSY1 | 3.56 | 0.189 | 0.777 | ||||
| Experience | Exp1 | 4.65 | 0.263 | 0.803 | 0.776 | 0.761 | 0.562 |
| Exp2 | 3.48 | 0.144 | 0.763 | ||||
| Exp3 | 3.17 | 0.422 | 0.780 | ||||
| Exp4 | 3.67 | 0.186 | 0.934 | ||||
| Customer | CUS_ENG1 | 3.24 | 0.62 | 0.853 | 0.816 | 0.782 | 0.637 |
| CUS_ENG2 | 4.32 | 0.391 | 0.614 | ||||
| CUS_ENG3 | 4.56 | 0.127 | 0.536 | ||||
| CUS_ENG4 | 4.87 | 0.146 | 0.663 |
Source(s): Results from Primary data
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