ModelPath coefficients are displayed in the relationships.Coefficient of Determination (R^2 Value) and Path CoefficientsR^2 values of 0.75, 0.50 or 0.25 can be considered as substantial, moderate or weak, respectively.
If a path coefficient is truly different from zero can be considered (see bootstrapping).Scatterplot Matrix of Construct ScoresScatterplot Matrix composes multiple score plots combined into a single panel.
Reflective Measurement Models: Indicator Reliability (outer loading)If outer loading is > 0.70 then retain the reflective indicator.Formative Measurement Models: Significance and Relevance (outer weights)If outer weight is relatively high (> 0.50), the indicator should generally be retained (see bootstrapping).Consistent Reliability (rhoA reliability)Consistent Reliability is calculated for reflective constructs. rhoA values >= 0.7 are satisfactory.Composite Reliability (rhoC) and Convergent Validity (AVE, average Variance extracted)Composite Reliability is calculated for composite constructs. rhoC values >= 0.7 are satisfactory. AVE values >= 0.50 are acceptable.
ResultsPath coefficient values truly different from zero can be considered. For formative measurement models, outer weight values truly different from zero can be considered.
For discriminant validity the HTMT values must be significantly smaller than one.