Measurement validation
| Study constructs | Item codes | VIF | Item loadings | Item variance | Cronbach's alpha | rho_A | Composite reliability | Average variance extracted (AVE) |
|---|---|---|---|---|---|---|---|---|
| Role clarity | RCTY1 | 1.861 | 0.825*** | 0.680 | 0.788 | 0.79 | 0.863 | 0.612 |
| RCTY2 | 1.481 | 0.759*** | 0.576 | |||||
| RCTY3 | 1.475 | 0.768*** | 0.589 | |||||
| RCTY6 | 1.707 | 0.777*** | 0.604 | |||||
| Organisational learning | OL1 | 1.571 | 0.803*** | 0.645 | 0.8 | 0.802 | 0.87 | 0.626 |
| OL2 | 1.466 | 0.744*** | 0.553 | |||||
| OL3 | 1.350 | 0.720*** | 0.518 | |||||
| OL4 | 1.398 | 0.757*** | 0.572 | |||||
| Org. networks | ON1 | 1.656 | 0.779*** | 0.606 | 0.814 | 0.815 | 0.871 | 0.584 |
| ON6 | 1.483 | 0.726*** | 0.527 | |||||
| ON9 | 1.582 | 0.762*** | 0.581 | |||||
| ON5 | 1.825 | 0.783*** | 0.612 | |||||
| ON4 | 1.618 | 0.738*** | 0.545 | |||||
| Organisational adaptability | OA1 | 1.727 | 0.809*** | 0.654 | 0.824 | 0.829 | 0.884 | 0.655 |
| OA4 | 1.620 | 0.769*** | 0.592 | |||||
| OA5 | 1.828 | 0.819*** | 0.670 | |||||
| OA6 | 1.975 | 0.840*** | 0.705 | |||||
| Org. size | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Category | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Study constructs | Item codes | VIF | Item loadings | Item variance | Cronbach's alpha | rho_ | Composite reliability | Average variance extracted (AVE) |
|---|---|---|---|---|---|---|---|---|
| Role clarity | RCTY1 | 1.861 | 0.825*** | 0.680 | 0.788 | 0.79 | 0.863 | 0.612 |
| RCTY2 | 1.481 | 0.759*** | 0.576 | |||||
| RCTY3 | 1.475 | 0.768*** | 0.589 | |||||
| RCTY6 | 1.707 | 0.777*** | 0.604 | |||||
| Organisational learning | OL1 | 1.571 | 0.803*** | 0.645 | 0.8 | 0.802 | 0.87 | 0.626 |
| OL2 | 1.466 | 0.744*** | 0.553 | |||||
| OL3 | 1.350 | 0.720*** | 0.518 | |||||
| OL4 | 1.398 | 0.757*** | 0.572 | |||||
| Org. networks | ON1 | 1.656 | 0.779*** | 0.606 | 0.814 | 0.815 | 0.871 | 0.584 |
| ON6 | 1.483 | 0.726*** | 0.527 | |||||
| ON9 | 1.582 | 0.762*** | 0.581 | |||||
| ON5 | 1.825 | 0.783*** | 0.612 | |||||
| ON4 | 1.618 | 0.738*** | 0.545 | |||||
| Organisational adaptability | OA1 | 1.727 | 0.809*** | 0.654 | 0.824 | 0.829 | 0.884 | 0.655 |
| OA4 | 1.620 | 0.769*** | 0.592 | |||||
| OA5 | 1.828 | 0.819*** | 0.670 | |||||
| OA6 | 1.975 | 0.840*** | 0.705 | |||||
| Org. size | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
| Category | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |
Note(s): *** imply that items are significant at 99.9%
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