Collinearity statistics (VIF values)
| Variables | Collaborative partnership | Employee empowerment | Motivation to protection | Sustainability development |
|---|---|---|---|---|
| AI adoption | 1.000 | 1.000 | 1.000 | 1.350 |
| Collaborative partnership | 1.597 | |||
| Cultural context | 1.701 | |||
| Employee empowerment | 1.623 | |||
| Motivation to protection | 1.529 | |||
| Regulatory framework | 1.060 | |||
| Sustainability development | ||||
| Cultural context x AI adoption | 1.013 | |||
| Regulatory framework x AI adoption | 1.028 |
| Variables | Collaborative partnership | Employee empowerment | Motivation to protection | Sustainability development |
|---|---|---|---|---|
| 1.000 | 1.000 | 1.000 | 1.350 | |
| Collaborative partnership | 1.597 | |||
| Cultural context | 1.701 | |||
| Employee empowerment | 1.623 | |||
| Motivation to protection | 1.529 | |||
| Regulatory framework | 1.060 | |||
| Sustainability development | ||||
| Cultural context x | 1.013 | |||
| Regulatory framework x | 1.028 |
Variance Inflation Factor (VIF) values assess the degree of multicollinearity among predictor variables. All VIF values are below the threshold of 3.3, indicating acceptable levels of collinearity and supporting the reliability of the structural path model (Diamantopoulos and Siguaw, 2006; Hair et al., 2017)
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