IPMA for model having Second-order construct

Frequently asked questions about PLS path modeling.
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lilyv
PLS User
Posts: 11
Joined: Thu Apr 04, 2019 5:07 pm
Real name and title: Lily Vu

IPMA for model having Second-order construct

Post by lilyv »

Hello everyone,

I have a question about running IPMA for my model.

My theoretical model is composed of 3 variables (cf. attached image) : one second-order construct (IV) with 3 first order (its dimensions) (reflective-reflective construct) and 2 other reflective constructs (DV1 and DV2). I intend to see which dimensions have high performance for predicting the target construct (DV2) by running IPMA. In Hair et al. (2018) Advanced issues in PLS-SEM, the instruction is mentionned for model of first-order construct where all predictors have a same scale.

With my model having 2nd order construct, should I use 2-stage approach to transform model then run IPMA for new model ? In this case, the construct IV is reflected by 3 manifest constructs (I use Latent variable scores for 3 dimensions), but these variables (dimensions) don't have the same range (min,max) because I use standardize score.

Could anyone advise me how to run IPMA for model having 2nd order construct ?

Thank you very much !
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jmbecker
SmartPLS Developer
Posts: 1129
Joined: Tue Mar 28, 2006 11:09 am
Real name and title: Dr. Jan-Michael Becker

Re: IPMA for model having Second-order construct

Post by jmbecker »

You have two options when you want to use the IPMA for a second-order construct.

1) You use the repeated-indicator approach. That should work just fine.

2) You could use the disjoint two-stage approach and take the necessary latent variable scores as unstandardized LV scores from an IPMA analysis on the first stage model.

Please also read:
https://www.researchgate.net/publicatio ... in_PLS-SEM
Dr. Jan-Michael Becker, University of Cologne, 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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