It is appropriate to highlight a common misconception in fitting structural models to data at this point. SEM, like regression models, does not assess causality, only correlation (Williams 1995). It is the role of the underlying theory to assign causality to the variables tested. Henceforth, we use causal in single quotation marks, keeping in mind the caveat that the correlation may have unexpected origins.