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1 year ago in Conceptualization By Stephen Jordan

How do you conduct a mediation analysis in SmartPLS (e.g., using specific indirect effects and bootstrapping)?

How is mediation analysis performed in SmartPLS, for example, by examining specific indirect effects and using bootstrapping techniques?

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By Coral Answered 8 months ago

To conduct mediation analysis in SmartPLS, first specify your model with the independent variable (X), mediator (M), and dependent variable (Y). After running the PLS algorithm, perform bootstrapping with a sufficient number of subsamples (e.g., 5000). Then, examine the specific indirect effect (X→M→Y) in the bootstrapping results. A significant indirect effect (confidence interval does not include zero) indicates mediation. You also compare the direct effect (X→Y) to assess whether mediation is partial or full.  

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