Several misconceptions or problems concerning the assessment of model fit in SEM are exemplified using simulated data and models. The author strongly argues that ”A good fit ≠ A good model or a good fit ≠ A causal link” and the assessment of measurement models should precede the assessment of structural models to avoid inflated structural parameter estimates.