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Reliability Alpha, Principal Component Analysis, and Exploratory Factor Analysis,reliability with Cronbach’s alpha and (2) the verification of unidimensionality using factor analysis. We concentrate on exploratory factor analysis (EFA) and we only introduce the notion of confirmatory factor analysis. In the next chapter, we develop in detail the confirmatory factor analytic mode