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Statistical Guides

When Should SEM Be Used?

When the question involves several related outcomes, latent constructs, or a chain of effects rather than a single relationship.

Structural equation modelling lets you estimate a measurement model and a structural model together, so measurement error is carried rather than ignored.

It is the natural tool when a variable is both an outcome and a predictor — the mediation case.

It is not a way to rescue a small sample or a weak design. SEM needs more data than the equivalent regression, not less.

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