SEM involves the analysis of two models: a
measurement (or factor analysis) model and a structural model
(Anderson & Gerbing, 1988). The measurement model specifies the
relationships between the observed measures and their underlying
constructs – the constructs are allowed to inter-correlate. The
structural model specifies the posited causal relationships between
the constructs.