Indices | MTO* | MTA* | Criteria/Acceptable/Ideally range | ||
Stat | p-value | Stat | p-value | ||
Average path coefficient (APC) | 0.29 | p < 0.001 | 0.33 | p < 0.001 |
|
Average R-squared (ARS) | 0.49 | p < 0.001 | 0.51 | p < 0.001 |
|
Average adjusted R-squared (AARS) | 0.47 | p < 0.001 | 0.50 | p < 0.001 |
|
Average block VIF (AVIF) | 1.46 |
| 1.51 |
| acceptable if ≤ 5, ideally ≤ 3.3 |
Average full collinearity VIF (AFVIF) | 2.02 |
| 1.94 |
| acceptable if ≤ 5, ideally ≤ 3.3 |
Tenenhaus GoF (GoF) | 0.53 |
| 0.55 |
| small ≥ 0.1, medium ≥ 0.25, large ≥ 0.36 |
Sympson’s paradox ratio (SPR) | 0.89 |
| 1.00 |
| acceptable if ≥ 0.7, ideally = 1 |
R-squared contribution ratio (RSCR) | 0.99 |
| 1.00 |
| acceptable if ≥ 0.9, ideally = 1 |
Statistical suppression ratio (SSR) | 1.00 |
| 0.89 |
| acceptable if ≥ 0.7 |
Nonlinear bivariate causality direction ratio (NLBCDR) | 1.00 |
| 1.00 |
| acceptable if ≥ 0.7 |
Standardized root mean squared residual (SRMR) | 0.12 |
| 0.13 |
| acceptable if ≤ 0.1 |
Standardized mean absolute residual (SMAR) | 0.10 |
| 0.10 |
| acceptable if ≤ 0.1 |
Standardized chi-squared with X degrees of freedom (SChS) | 32199 | p < 0.001, for 594 df | 28624 | p < 0.001, for 434 df |
|
Standardized threshold difference count ratio (STDCR) | 0.89 |
| 0.88 |
| acceptable if ≥ 0.7, ideally = 1 |
Standardized threshold difference sum ratio (STDSR) | 0.72 |
| 0.69 |
| acceptable if ≥ 0.7, ideally = 1 |