| Construct | Cross-validated redundancy | Cross-validated communality | ||
|---|---|---|---|---|
| Prediction capability | Prediction capability | |||
| Integrated marketing communication (IMC) | 0.319 | 0.319 | 0.583 | 0.583 |
| Campaign effectiveness (CE) | 0.292 | 0.292 | 0.587 | 0.587 |
| Brand market performance (BMP) | 0.330 | 0.330 | 0.555 | 0.555 |
| Financial performance (FP) | 0.216 | 0.216 | 0.665 | 0.665 |
| Transactional leadership (TAL) | 0.481 | 0.481 | ||
| Transformational leadership (TFL) | 0.634 | 0.634 | ||