PLS-SEM

Definition

Partial Least Squares Structural Equation Modelling: a variance-based SEM approach (run in SmartPLS) suited to prediction, complex models and smaller samples.

Where it's used

Testing conceptual frameworks in management, marketing and IS research
Prediction-oriented and theory-building studies
Models with formative constructs

Software used

SmartPLSR (seminr)

Related concepts

Structural Equation Modelling (SEM)SmartPLS HTMT Ratio Average Variance Extracted (AVE)ANOVA Bootstrapping

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Where it's used

Software used

Related concepts

Guides that use this concept

What is SmartPLS? PLS-SEM Explained for Thesis Research

Qualitative vs Quantitative vs Mixed Methods: Which Fits Your Study?

Reliability and Validity Explained (With Examples)

How to Determine Your Sample Size (Without the Guesswork)

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