Validity and reliability of constructs
| Reflective construct | Item | Loadings | Cronbach's alpha | Composite reliability | Average variance extracted (AVE) |
|---|---|---|---|---|---|
| External heterogenous knowledge sharing (EHKS) | EHKS-1 | 0.899 | 0.900 | 0.928 | 0.723 |
| EHKS-2 | 0.914 | ||||
| EHKS-3 | 0.915 | ||||
| EHKS-4 | 0.843 | ||||
| EHKS-5 | 0.651 | ||||
| Internal heterogenous knowledge sharing (IHKS) | IHKS-2 | 0.741 | 0.843 | 0.885 | 0.664 |
| IHKS-3 | 0.857 | ||||
| IHKS-1 | 0.841 | ||||
| Sustainable leadership (SL) | SL-1 | 0.711 | 0.908 | 0.922 | 0.508 |
| SL-10 | 0.430 | ||||
| SL-11 | 0.486 | ||||
| SL-13 | 0.757 | ||||
| SL-15 | 0.710 | ||||
| SL-2 | 0.760 | ||||
| SL-3 | 0.711 | ||||
| SL-4 | 0.820 | ||||
| SL-5 | 0.810 | ||||
| SL-6 | 0.857 | ||||
| SL-7 | 0.875 | ||||
| SL-8 | 0.876 | ||||
| SL-9 | 0.859 | ||||
| Formative Construct | Item | Outer weight | T value | VIF | |
| Frugal innovation (FI) | FI-1 | 0.397 | 7.635 | 1.297 | |
| FI-2 | 0.191 | 2.729 | 1.811 | ||
| FI-3 | 0.224 | 2.435 | 2.572 | ||
| FI-4 | 0.196 | 2.150 | 2.360 | ||
| FI-5 | 0.221 | 2.695 | 2.209 | ||
| Reflective construct | Item | Loadings | Cronbach's alpha | Composite reliability | Average variance extracted (AVE) |
|---|---|---|---|---|---|
| External heterogenous knowledge sharing (EHKS) | EHKS-1 | 0.899 | 0.900 | 0.928 | 0.723 |
| EHKS-2 | 0.914 | ||||
| EHKS-3 | 0.915 | ||||
| EHKS-4 | 0.843 | ||||
| EHKS-5 | 0.651 | ||||
| Internal heterogenous knowledge sharing (IHKS) | IHKS-2 | 0.741 | 0.843 | 0.885 | 0.664 |
| IHKS-3 | 0.857 | ||||
| IHKS-1 | 0.841 | ||||
| Sustainable leadership (SL) | SL-1 | 0.711 | 0.908 | 0.922 | 0.508 |
| SL-10 | 0.430 | ||||
| SL-11 | 0.486 | ||||
| SL-13 | 0.757 | ||||
| SL-15 | 0.710 | ||||
| SL-2 | 0.760 | ||||
| SL-3 | 0.711 | ||||
| SL-4 | 0.820 | ||||
| SL-5 | 0.810 | ||||
| SL-6 | 0.857 | ||||
| SL-7 | 0.875 | ||||
| SL-8 | 0.876 | ||||
| SL-9 | 0.859 | ||||
| Frugal innovation (FI) | FI-1 | 0.397 | 7.635 | 1.297 | |
| FI-2 | 0.191 | 2.729 | 1.811 | ||
| FI-3 | 0.224 | 2.435 | 2.572 | ||
| FI-4 | 0.196 | 2.150 | 2.360 | ||
| FI-5 | 0.221 | 2.695 | 2.209 | ||