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SmartPLS 4 — Brand Summaries

AI-powered summaries of 3 videos about SmartPLS 4.

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#SmartPLS4 Series 19 - How to Report Higher Order Reflective-Formative Construct?

Research With Fawad · 2 min read

A validated higher-order construct can be reported in SmartPLS 4 only after it clears a specific checklist: redundancy analysis for convergent...

Higher-Order ConstructsReflective–Formative ModelingSmartPLS 4 Reporting

Conceptualize, Analyze, and Interpret Discriminant Validity using #SmartPLS4

Research With Fawad · 2 min read

Discriminant validity is the quality check that confirms overlapping constructs in social science research are truly distinct. In SmartPLS 4, it’s...

Discriminant ValidityHTMTFornell–Larcker

What if the condition is not necessary? NCA using PLS-SEM in #SmartPLS4

Research With Fawad · 2 min read

Necessary Condition Analysis (NCA) in SmartPLS-SEM is often framed around whether an antecedent’s presence is required for an outcome. This session...

Necessary Condition AnalysisPLS-SEMSmartPLS 4