Question about PLS vs. Multiple regression

Questions about the implementation and application of the PLS-SEM method, that are not related to the usage of the SmartPLS software.
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sulingzhang
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Question about PLS vs. Multiple regression

Post by sulingzhang »

Hi!

I am new to PLS. I have a few questions and would really appreciate any help or comments:

1. I did scale reliability tests and Principle component tests in SPSS. Based on these results, I got an aggregated score for each construct in each case. Now I am using PLS to test my overall research model. Can I use the construct scores I got from SPSS tests for LV instead of using the multiple indicators?

2. I got much high R Square when I tested portions of my research model using multiple regression using SPSS than the R square I got from PLS analysis. Why is that?

Thank you!

Suling
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