We evaluated the measurement model with a confirmatory factor analysis (CFA) (Gerbing & Anderson, 1988).
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Schumacker and Lomax (1996, p. 72)recommend a two-step
modeling approach that first evaluates the measurement
model to assure its fit and then examines the full structural
model.