How do I obtain cross loadings to assess discriminant validity of my constructs?
One way is to take your data set and use a spreadsheet such as Excel. Standardize all the indicators you choose. This means creating new indicators for each of the ones in your model by first calculating the means and standard deviations of each indicator. Then subtracting the mean and dividing by the s.d. to create the standardized variables. Now create construct scores by using the weights PLS-Graph provides on each of the indicators for the construct in question.
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