The purpose and practice of exploratory and confirmatory factor analysis in psychological research: Decisions for scale development and validation.

There are many high-quality resources available which describe best practices in the implementation of both exploratory factor analysis (EFA) and confirmatory factor analysis (CFA). Yet, partly owing to the complexity of these procedures, confusion persists among psychologists with respect to the...