SEM, without the black box.

Guides on structural equation modelling — choosing CB-SEM or PLS-SEM, building measurement and structural models, reading fit indices, and reporting results reviewers accept.

Structural equation modelling (SEM) lets you test an entire research model — multiple relationships, latent constructs, mediators and moderators — in one analysis, while accounting for measurement error. It intimidates many researchers because the output is dense and the assumptions are real. These guides demystify it, following the same hypothesis-to-results workflow SmartSEM runs in the browser.