Reliability analysis, convergent validity and discriminant validity results
| Constructs | Items | Cronbach's alpha | Composite reliability | AVE | Factor loading |
|---|---|---|---|---|---|
| TU | 0.814 | 0.839 | 0.567 | ||
| TU1 | 0.769 | ||||
| TU2 | 0.838 | ||||
| TU3 | 0.783 | ||||
| TU4 | 0.811 | ||||
| FP | 0.869 | 0.901 | 0.604 | ||
| FP1 | 0.818 | ||||
| FP2 | 0.753 | ||||
| FP3 | 0.807 | ||||
| FP4 | 0.793 | ||||
| FP5 | 0.745 | ||||
| FP6 | 0.741 | ||||
| DC | 0.744 | 0.839 | 0.567 | ||
| DCap1 | 0.791 | ||||
| DCap2 | 0.734 | ||||
| DCap3 | 0.789 | ||||
| DCap4 | 0.692 | ||||
| MarIC | 0.811 | 0.875 | 0.637 | ||
| MarIC2 | 0.793 | ||||
| MarIC3 | 0.836 | ||||
| MarIC4 | 0.769 | ||||
| MarIC5 | 0.793 |
| Constructs | Items | Cronbach's alpha | Composite reliability | AVE | Factor loading |
|---|---|---|---|---|---|
| TU | 0.814 | 0.839 | 0.567 | ||
| TU1 | 0.769 | ||||
| TU2 | 0.838 | ||||
| TU3 | 0.783 | ||||
| TU4 | 0.811 | ||||
| FP | 0.869 | 0.901 | 0.604 | ||
| FP1 | 0.818 | ||||
| FP2 | 0.753 | ||||
| FP3 | 0.807 | ||||
| FP4 | 0.793 | ||||
| FP5 | 0.745 | ||||
| FP6 | 0.741 | ||||
| DC | 0.744 | 0.839 | 0.567 | ||
| DCap1 | 0.791 | ||||
| DCap2 | 0.734 | ||||
| DCap3 | 0.789 | ||||
| DCap4 | 0.692 | ||||
| MarIC | 0.811 | 0.875 | 0.637 | ||
| MarIC2 | 0.793 | ||||
| MarIC3 | 0.836 | ||||
| MarIC4 | 0.769 | ||||
| MarIC5 | 0.793 |
| Discriminant validity results | ||||
|---|---|---|---|---|
| Constructs | DC | FP | MarIC | TU |
| HTMT | ||||
| DC | ||||
| FP | 0.900 | |||
| MarIC | 0.669 | 0.673 | ||
| TU | 0.415 | 0.470 | 0.444 | |
| Fornell and Lacker | ||||
| DC | 0.753 | |||
| FP | 0.731 | 0.777 | ||
| MarIC | 0.528 | 0.571 | 0.798 | |
| TU | 0.326 | 0.402 | 0.366 | 0.801 |
| Discriminant validity results | ||||
|---|---|---|---|---|
| Constructs | DC | FP | MarIC | TU |
| DC | ||||
| FP | 0.900 | |||
| MarIC | 0.669 | 0.673 | ||
| TU | 0.415 | 0.470 | 0.444 | |
| DC | 0.753 | |||
| FP | 0.731 | 0.777 | ||
| MarIC | 0.528 | 0.571 | 0.798 | |
| TU | 0.326 | 0.402 | 0.366 | 0.801 |
Note(s): DCap/DC-digital capabilities; FP: firm performance; MarIC-Marketing innovation capability; TU-technological uncertainty
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