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6 months ago in Conceptualization By Abhijit Divate

- What are the primary objectives and situational contexts where Partial Least Squares SEM (PLS-SEM) using SmartPLS is preferred over CB-SEM?

What are the main research objectives and contextual situations in which Partial Least Squares SEM (PLS-SEM) using SmartPLS is preferred over covariance-based SEM?

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By Ruchika Tuli Answered 3 months ago

PLS-SEM using SmartPLS is primarily preferred for prediction-oriented research and theory development in exploratory contexts. Key situational advantages include: when the model includes formative constructs, when data violates normality assumptions, with smaller sample sizes, or when analyzing highly complex models with many constructs and indicators. It is also the method of choice when the research goal is to maximize explained variance in dependent variables rather than strictly confirming an established theory through covariance fit.  

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