Difference between MICOM and MGA results

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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Capcap1668
PLS Junior User
Posts: 7
Joined: Sun Sep 10, 2023 1:16 pm
Real name and title: Mr. Hung

Difference between MICOM and MGA results

Post by Capcap1668 »

Dear all,

I am conducting MGA analysis by SmartPLS. I got the results of MICOM of the relationship between latent variable A and latent variable B are equal mean value and equal variance among two groups-> Full measurement Invariance of relationship between latent variable A and latent variable B among two groups.
However, when I conduct the MGA, the difference between path coefficients ( relationship between latent variable A and latent variable B) is significant.
Due to my understanding, if the relationship between latent variable A and latent variable B among two groups has Full measurement Invariance -> no difference between path coefficients ( relationship between latent variable A and latent variable B). Would it be true?

I am a little confused by this.

I would like to thank you for any explanation,

H.
jmbecker
SmartPLS Developer
Posts: 1284
Joined: Tue Mar 28, 2006 11:09 am
Real name and title: Dr. Jan-Michael Becker

Re: Difference between MICOM and MGA results

Post by jmbecker »

As the name says, full measurement invariance in MICOM refers to the measurement model; not the structural model.
You have invariance in construct composition (basically weights), construct means and construct variances. This does not imply that you have equal path relations.
Dr. Jan-Michael Becker, BI Norwegian Business School, SmartPLS Developer
Researchgate: https://www.researchgate.net/profile/Jan_Michael_Becker
GoogleScholar: http://scholar.google.de/citations?user ... AAAJ&hl=de
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