ResearchPLSResearchPLS

Results & Reporting

Interpreting Results

What the numbers mean, in plain language.

Alongside each statistical table, ResearchPLS includes short interpretation notes explaining what a given threshold or result generally means in applied PLS-SEM/CB-SEM practice (e.g. what an acceptable outer loading or SRMR value looks like) -- a starting point for interpretation, not a substitute for domain judgment about your own study.

Where a fit index has known limitations in the literature (for example, GoF's documented inability to discriminate valid from invalid models), that caveat is shown directly next to the number rather than left implicit.