Type of service providers  Index  The obtained index value  The acceptable value 

Public  Average path coefficient (APC)  0.231 (pvalue<0.001)  acceptable if P<0.001 
Average Rsquared (ARS)  0.707 (pvalue<0.001)  acceptable if P<0.001  
Average adjusted Rsquared (AARS)  0.704 (pvalue<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  
Rsquared 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 (pvalue<0.001)  acceptable if P<0.001 
Average Rsquared (ARS)  0.251 (pvalue<0.001)  acceptable if P<0.001  
Average adjusted Rsquared (AARS)  0.242 (pvalue<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  
Rsquared 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 (pvalue<0.001)  acceptable if P<0.001 
Average Rsquared (ARS)  0.316 (pvalue<0.001)  acceptable if P<0.001  
Average adjusted Rsquared (AARS)  0.307 (pvalue<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  
Rsquared 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 