| Type of service providers | Index | The obtained index value | The acceptable value |
|---|---|---|---|
| Public | Average path coefficient (APC) | 0.231 (p-value<0.001) | acceptable if P<0.001 |
| Average R-squared (ARS) | 0.707 (p-value<0.001) | acceptable if P<0.001 | |
| Average adjusted R-squared (AARS) | 0.704 (p-value<0.001) | acceptable if P<0.001 | |
| Average block VIF (AVIF) | 1.763 | acceptable if <= 5, ideally <= 3.3 | |
| Average full collinearity VIF (AFVIF) | 2.461 | acceptable if <= 5, ideally <= 3.3 | |
| Tenenhaus GoF (GoF) | 0.679 | small >= 0.1, medium >= 0.25 large >= 0.36 |
|
| Sympson's paradox ratio (SPR) | 1 | acceptable if >= 0.7, ideally = 1 | |
| R-squared contribution ratio (RSCR) | 1 | acceptable if >= 0.9, ideally = 1 | |
| Statistical suppression ratio (SSR) | 1 | acceptable if >= 0.7 | |
| Nonlinear bivariate causality direction ratio (NLBCDR) | 1 | acceptable if >= 0.7 | |
| Private | Average path coefficient (APC) | 0.203 (p-value<0.001) | acceptable if P<0.001 |
| Average R-squared (ARS) | 0.251 (p-value<0.001) | acceptable if P<0.001 | |
| Average adjusted R-squared (AARS) | 0.242 (p-value<0.001) | acceptable if P<0.001 | |
| Average block VIF (AVIF) | 1.296 | acceptable if <= 5 ideally <= 3.3 |
|
| Average full collinearity VIF (AFVIF) | 1.443 | acceptable if <= 5 ideally <= 3.3 |
|
| Tenenhaus GoF (GoF) | 0.401 | small >= 0.1, medium >= 0.25 large >= 0.36 |
|
| Sympson's paradox ratio (SPR) | 1 | acceptable if >= 0.7, ideally = 1 | |
| R-squared contribution ratio (RSCR) | 1 | acceptable if >= 0.9, ideally = 1 | |
| Statistical suppression ratio (SSR) | 1 | acceptable if >= 0.7 | |
| Nonlinear bivariate causality direction ratio (NLBCDR) | 0.750 | acceptable if >= 0.7 | |
| Charity | Average path coefficient (APC) | 0.180 (p-value<0.001) | acceptable if P<0.001 |
| Average R-squared (ARS) | 0.316 (p-value<0.001) | acceptable if P<0.001 | |
| Average adjusted R-squared (AARS) | 0.307 (p-value<0.001) | acceptable if P<0.001 | |
| Average block VIF (AVIF) | 1.416 | acceptable if <= 5, ideally <= 3.3 | |
| Average full collinearity VIF (AFVIF) | 1.376 | acceptable if <= 5 ideally <= 3.3 |
|
| Tenenhaus GoF (GoF) | 0.475 | small >= 0.1, medium >= 0.25 large >= 0.36 |
|
| Sympson's paradox ratio (SPR) | 0.750 | acceptable if >= 0.7, ideally = 1 | |
| R-squared contribution ratio (RSCR) | 0.971 | acceptable if >= 0.9, ideally = 1 | |
| Statistical suppression ratio (SSR) | 1 | acceptable if >= 0.7 | |
| Nonlinear bivariate causality direction ratio (NLBCDR) | 1 | acceptable if >= 0.7 |