Total and Individual indirect effect

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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rathor1072@gmail.com
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Real name and title: shekhu

Total and Individual indirect effect

Post by rathor1072@gmail.com »

In my model, D, E,F (independent), mediating (B, C) and A (dependent). Total indirect effect from D to A is significant (p-0.018), but individual indirect effect from D>B>A is insignificant(p-0.069), and D>C>A is insignificant (p-0.154). How can I explain it?
For E,F both total and individual indirect effects are significant
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jmbecker
SmartPLS Developer
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Real name and title: Dr. Jan-Michael Becker

Re: Total and Individual indirect effect

Post by jmbecker »

It is certainly possible, but unusual.
How do you assess significance? Based on t and p-value? For the indirect effects it is usually better to look at the confidence intervals as the bootstrap distribution might be non-normal and therefore using the t-statistic might not be appropriate. You can also investigate the distribution in the histograms and look for outliers.
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
rathor1072@gmail.com
PLS User
Posts: 16
Joined: Wed May 18, 2016 6:59 pm
Real name and title: shekhu

Re: Total and Individual indirect effect

Post by rathor1072@gmail.com »

thank you. I was looking at the p value for significance.
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