Table 6 Model fit and quality indices.
Metrics | Result | Standard | Confirmed/Not |
|---|---|---|---|
Path coefficient average (PCA) | 0.354, P < 0.1% | p < 5% | Confirmed |
R2 average (RSA) | 0.322, P < 0.1% | p < 5% | Confirmed |
adjusted R2 average (ARSA) | 0.318, P < 0.1% | p < 5% | Confirmed |
block VIF average (VIFA) | 1.923 | Acceptable if ≤5, ideal ≤3.3 | Confirmed |
full collinearity average (FCA) | 1.858 | Acceptable if ≤5, ideal ≤3.3 | Confirmed |
Tenenhaus GoF | 0.357 | Small ≥0.1, medium ≥0.25, large ≥0.36 | Confirmed |
Ratio of sympson’s paradox (RSP) | 1.000 | Acceptable if ≥0.7, ideal = 1 | Confirmed |
Ratio of R2 contribution (RRSC) | 1.000 | Acceptable if ≥0.9, ideal = 1 | Confirmed |
Ratio of statistical suppression (SSR) | 1.000 | Confirmed if ≥0.7 | Confirmed |
SRMR | 0.118 | Confirmed if ≤0.1 | Confirmed |
SMAR | 0.094 | Confirmed if ≤0.1 | Confirmed |
