Indicators’ reliability of the reflective constructs
| Construct | Items | Mean | SD | Loading |
|---|---|---|---|---|
| Artificial intelligence (AI) adoption | AI1 | 0.8750 | 1.4234 | 0.7734*** |
| AI2 | 0.3000 | 0.9402 | 0.6805 Ψ | |
| AI3 | 0.9750 | 1.6975 | 0.7500*** | |
| AI4 | 0.7000 | 1.3385 | 0.7494*** | |
| AI5 | 0.9000 | 1.5792 | 0.6635 Ψ | |
| AI6 | 0.3110 | 1.5792 | 0.6807 Ψ | |
| AI7 | 0.2200 | 1.7561 | 0.8085*** | |
| AI8 | 0.3481 | 0.8990 | 0.5640 Ψ | |
| AI9 | 0.4222 | 1.3720 | 0.6120 Ψ | |
| Supply chain resilience (SCR) | SCR1 | 3.2667 | 1.0430 | 0.7279*** |
| SCR2 | 3.3667 | 0.9520 | 0.7800*** | |
| SCR3 | 3.5917 | 0.9915 | 0.7841*** | |
| SCR4 | 3.8000 | 0.9666 | 0.8372*** | |
| SCR5 | 3.4167 | 0.9751 | 0.7639*** | |
| Manufacturing firm performance (MFP) | MFP1 | 3.5750 | 0.1185 | 0.5321 Ψ |
| MFP2 | 3.4750 | 0.2074 | 0.7055*** | |
| MFP3 | 3.5000 | 0.1831 | 0.5413 Ψ | |
| MFP4 | 3.9916 | 0.3055 | 0.6856Ψ | |
| MFP5 | 3.5750 | 0.3139 | 0.8536*** | |
| MFP6 | 3.9166 | 0.3256 | 0.7884*** |
| Construct | Items | Mean | SD | Loading |
|---|---|---|---|---|
| Artificial intelligence (AI) adoption | AI1 | 0.8750 | 1.4234 | 0.7734*** |
| AI2 | 0.3000 | 0.9402 | ||
| AI3 | 0.9750 | 1.6975 | 0.7500*** | |
| AI4 | 0.7000 | 1.3385 | 0.7494*** | |
| AI5 | 0.9000 | 1.5792 | ||
| AI6 | 0.3110 | 1.5792 | ||
| AI7 | 0.2200 | 1.7561 | 0.8085*** | |
| AI8 | 0.3481 | 0.8990 | ||
| AI9 | 0.4222 | 1.3720 | ||
| Supply chain resilience (SCR) | SCR1 | 3.2667 | 1.0430 | 0.7279*** |
| SCR2 | 3.3667 | 0.9520 | 0.7800*** | |
| SCR3 | 3.5917 | 0.9915 | 0.7841*** | |
| SCR4 | 3.8000 | 0.9666 | 0.8372*** | |
| SCR5 | 3.4167 | 0.9751 | 0.7639*** | |
| Manufacturing firm performance (MFP) | MFP1 | 3.5750 | 0.1185 | |
| MFP2 | 3.4750 | 0.2074 | 0.7055*** | |
| MFP3 | 3.5000 | 0.1831 | ||
| MFP4 | 3.9916 | 0.3055 | ||
| MFP5 | 3.5750 | 0.3139 | 0.8536*** | |
| MFP6 | 3.9166 | 0.3256 | 0.7884*** |
Note(s): **p < 0.01 ***p < 0.001
ΨItems deleted due to insufficient loading < 0.7
Based on n = 4.999 bootstrapping
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