Note(s): ***p < 0.001; APC, Average path coefficient; ARS, Average R squared, AARS, Average adjusted R squared; AFVIF, Average full collinearity VIF, acceptable if ≤5, ideally if ≤3.3 and SPR, Simpson’s paradox ratio, acceptable if ≥0.7, ideally if = 1.000