Moderation in SmartPLS 3

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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ghuman
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Moderation in SmartPLS 3

Post by ghuman »

What happen to the moderation functionality in version 3? How do I test for moderation in SmartPLS 3?
jmbecker
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Re: Moderation in SmartPLS 3

Post by jmbecker »

Click right on an endogenous latent variable that should be the dependent variable in a moderated relationship. You will have there the option to add a quadratic or interation term.
Dr. Jan-Michael Becker, BI Norwegian Business School, SmartPLS Developer
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muhd_azrin
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Re: Moderation in SmartPLS 3

Post by muhd_azrin »

Hi,

I my study, I want to investigate whether these five IVs will be moderated by 1 continuous moderaotor towards one DV

To perform moderation, do i need to create the moderating effect for each IV one by one and do bootstrapping one by one?

Or do I need to create moderating effect to all IVs and run bootstrapping simultaneously?

Please help. Thanks
jmbecker
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Re: Moderation in SmartPLS 3

Post by jmbecker »

Generally, you should include all interactions simultaneously. Sometimes this causes multicollinearity problems so that some researchers test each moderator one by one. But this procedure is suboptimal and should be clearly explained in a paper so that others know what you have done.
Dr. Jan-Michael Becker, BI Norwegian Business School, SmartPLS Developer
Researchgate: https://www.researchgate.net/profile/Jan_Michael_Becker
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Hengkov
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Re: Moderation in SmartPLS 3

Post by Hengkov »

Hi,

If using product indicators approach may be you will find multicollinearity problem because you will have 9 IVs (add interactions construct) and have highly correlated among IVs and interactions term. But I think, if using residual indicators this problem not accour. So, you can test simultaneously in one model not separately (Note: if separately may be will increase type I or II error).

Best regards,
bradley7680
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Real name and title: Dr. Bradley Wilson. Senior Lecturer in Advertising. School of Media and Communication. RMIT University.

Re: Moderation in SmartPLS 3

Post by bradley7680 »

a simple correlation will reveal how much the interaction term may be non_orthogonal.

see my thesis on researchgate
Brad
Bradley Wilson. Ph.D. Senior Lecturer in Advertising. School of Media and Communication. RMIT University. Melbourne, Australia.
SEE: http://www.researchgate.net/profile/Bradley_Wilson2 http://scholar.google.com.au/citations? ... AAAJ&hl=en
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