Reliability and convergent validity
| Construct | Item | Loading | AVE | Composite reliability | Α |
|---|---|---|---|---|---|
| Human capital | HC1 | 0.785 | 0.642 | 0.878 | 0.876 |
| HC2 | 0.776 | ||||
| HC3 | 0.851 | ||||
| HC4 | 0.791 | ||||
| Structural capital | SC1 | 0.707 | 0.534 | 0.820 | 0.816 |
| SC2 | 0.765 | ||||
| SC3 | 0.681 | ||||
| SC4 | 0.765 | ||||
| Social capital | SOC1 | 0.871 | 0.772 | 0.944 | 0.943 |
| SOC2 | 0.914 | ||||
| SOC3 | 0.874 | ||||
| SOC4 | 0.865 | ||||
| SOC5 | 0.868 | ||||
| AI-based supply chain analytics | AI-SCAN1 | 0.708 | 0.723 | 0.912 | 0.909 |
| AI-SCAN2 | 0.888 | ||||
| AI-SCAN3 | 0.902 | ||||
| AI-SCAN4 | 0.889 | ||||
| Supply chain agility | SCA1 | 0.809 | 0.675 | 0.893 | 0.892 |
| SCA2 | 0.819 | ||||
| SCA3 | 0.873 | ||||
| SCA4 | 0.784 | ||||
| Supply chain innovation | SCI1 | 0.728 | 0.525 | 0.815 | 0.814 |
| SCI2 | 0.785 | ||||
| SCI3 | 0.733 | ||||
| SCI4 | 0.645 |
| Construct | Item | Loading | AVE | Composite reliability | Α |
|---|---|---|---|---|---|
| Human capital | HC1 | 0.785 | 0.642 | 0.878 | 0.876 |
| HC2 | 0.776 | ||||
| HC3 | 0.851 | ||||
| HC4 | 0.791 | ||||
| Structural capital | SC1 | 0.707 | 0.534 | 0.820 | 0.816 |
| SC2 | 0.765 | ||||
| SC3 | 0.681 | ||||
| SC4 | 0.765 | ||||
| Social capital | SOC1 | 0.871 | 0.772 | 0.944 | 0.943 |
| SOC2 | 0.914 | ||||
| SOC3 | 0.874 | ||||
| SOC4 | 0.865 | ||||
| SOC5 | 0.868 | ||||
| AI-based supply | AI-SCAN1 | 0.708 | 0.723 | 0.912 | 0.909 |
| AI-SCAN2 | 0.888 | ||||
| AI-SCAN3 | 0.902 | ||||
| AI-SCAN4 | 0.889 | ||||
| Supply chain agility | SCA1 | 0.809 | 0.675 | 0.893 | 0.892 |
| SCA2 | 0.819 | ||||
| SCA3 | 0.873 | ||||
| SCA4 | 0.784 | ||||
| Supply chain innovation | SCI1 | 0.728 | 0.525 | 0.815 | 0.814 |
| SCI2 | 0.785 | ||||
| SCI3 | 0.733 | ||||
| SCI4 | 0.645 |
Source(s):