Consistent PLS vs Regular PLS
Posted: Sat Jul 15, 2017 7:54 pm
Hello all,
I have a question about using PLS Algorithm and Consistent PLS Algorithm in SmartPLS 3 (or PLS Bootstrapping versus Consistent PLS Bootstrapping). I heard that when I have all first order constructs measured as reflective, it is better to use consistent analysis. I ran my model with both, consistent one gives me better results regarding r square and path significance. However, two path coefficients are more than 1 in running the consistent analysis. This is not the case with regular analysis. Can someone help on this?
Regards,
Samaneh
I have a question about using PLS Algorithm and Consistent PLS Algorithm in SmartPLS 3 (or PLS Bootstrapping versus Consistent PLS Bootstrapping). I heard that when I have all first order constructs measured as reflective, it is better to use consistent analysis. I ran my model with both, consistent one gives me better results regarding r square and path significance. However, two path coefficients are more than 1 in running the consistent analysis. This is not the case with regular analysis. Can someone help on this?
Regards,
Samaneh