Measurement model assessment: factor loadings, reliability and validity
| Latent constructs | Factor loadings >0.7 or 0.6 | Cranach’s alpha | CR > 0.7 | AVE > 0.5 |
|---|---|---|---|---|
| AI adoption | 0.864 | |||
| AI1 | 0.811 | 0.890 | 0.704 | |
| AI2 | 0.874 | |||
| AI3 | 0.874 | |||
| AI4 | 0.794 | |||
| Cultural context | 0.872 | 1.878 | 0.624 | |
| CC1 | 0.792 | |||
| CC2 | 0.808 | |||
| CC3 | 0.963 | |||
| Collaborative partnership | 0.797 | 0.799 | 0.736 | |
| CP1 | 0.797 | |||
| CP2 | 0.866 | |||
| CP4 | 0.760 | |||
| CP5 | 0.729 | |||
| Employee empowerment | 0.804 | 0.805 | 0.719 | |
| EE1 | 0.853 | |||
| EE2 | 0.887 | |||
| EE3 | 0.802 | |||
| Motivation to protection | 0.883 | 0.894 | 0.810 | |
| MtP1 | 0.864 | |||
| MtP2 | 0.923 | |||
| MtP3 | 0.912 | |||
| Regulatory framework | 0.813 | 1.103 | 0.709 | |
| RF1 | 0.937 | |||
| RF2 | 0.839 | |||
| RF3 | 0.738 | |||
| Sustainability development | 0.946 | 0.947 | 0.860 | |
| SD1 | 0.926 | |||
| SD2 | 0.934 | |||
| SD3 | 0.938 | |||
| SD4 | 0.912 | |||
| Cultural context x AI adoption | ||||
| Cultural context x AI adoption | 1.000 | |||
| Regulatory framework x AI adoption | ||||
| Regulatory framework x AI adoption | 1.000 |
| Latent constructs | Factor loadings >0.7 or 0.6 | Cranach’s alpha | CR > 0.7 | AVE > 0.5 |
|---|---|---|---|---|
| 0.864 | ||||
| AI1 | 0.811 | 0.890 | 0.704 | |
| AI2 | 0.874 | |||
| AI3 | 0.874 | |||
| AI4 | 0.794 | |||
| Cultural context | 0.872 | 1.878 | 0.624 | |
| CC1 | 0.792 | |||
| CC2 | 0.808 | |||
| CC3 | 0.963 | |||
| Collaborative partnership | 0.797 | 0.799 | 0.736 | |
| CP1 | 0.797 | |||
| CP2 | 0.866 | |||
| CP4 | 0.760 | |||
| CP5 | 0.729 | |||
| Employee empowerment | 0.804 | 0.805 | 0.719 | |
| EE1 | 0.853 | |||
| EE2 | 0.887 | |||
| EE3 | 0.802 | |||
| Motivation to protection | 0.883 | 0.894 | 0.810 | |
| MtP1 | 0.864 | |||
| MtP2 | 0.923 | |||
| MtP3 | 0.912 | |||
| Regulatory framework | 0.813 | 1.103 | 0.709 | |
| RF1 | 0.937 | |||
| RF2 | 0.839 | |||
| RF3 | 0.738 | |||
| Sustainability development | 0.946 | 0.947 | 0.860 | |
| SD1 | 0.926 | |||
| SD2 | 0.934 | |||
| SD3 | 0.938 | |||
| SD4 | 0.912 | |||
| Cultural context x | ||||
| Cultural context x | 1.000 | |||
| Regulatory framework x | ||||
| Regulatory framework x | 1.000 |
Factor loadings, Cronbach’s alpha, composite reliability (CR) and average variance extracted (AVE) are reported. All constructs meet recommended thresholds
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