How to deal with multicollinearity in SmartPLS

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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sconerate
PLS Junior User
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Joined: Tue Dec 03, 2024 7:44 am
Real name and title: smartpls

How to deal with multicollinearity in SmartPLS

Post by sconerate »

Hello everyone and admin!!
snow rider
I am using SmartPLS to analyze the structural model and encountered the problem of multicollinearity between independent variables. Although I checked the VIF index and removed some variables, the results have not improved. Is there an effective way to reduce multicollinearity without affecting the significance of the model? I look forward to receiving support and experience from everyone.

Thank you!
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j_kour
PLS User
Posts: 13
Joined: Wed Nov 20, 2024 4:47 pm
Real name and title: John Kour, Senior Lecturer in Strategy

Re: How to deal with multicollinearity in SmartPLS

Post by j_kour »

I'd like to hear what people think about it.

I've got a similar issue but with HTMT, not VIF
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