Personality and Social Psychology Review · 2010 · 665 citations · 59 references
Social SciencesBehavioral SciencesPsychologyIndividual DifferencesPersonality PsychologyPsychometricsFactor AnalysisPersonality AssessmentPersonality TraitsStructural Equation ModelingTrait StructureTrait TheoryBig Five Personality TraitsCriterion ValidityFactor Analytic ModelsInternal Structure EvidenceInternal Structure ValidityPersonality InventoriesPersonality Trait MeasurementPersonality Trait Structure
Personality trait inventories often perform poorly when their structure is evaluated with confirmatory factor analysis (CFA). The authors demonstrate poor CFA fit for several widely used personality measures with documented evidence of criterion-related validity but also show that some measures perform well from an exploratory factor analytic perspective. In light of these results, the authors suggest that the failure of these measures to fit CFA models is because of the inherent complexity of personality, issues related to its measurement, and issues related to the application and interpretation of CFA models. This leads to three recommendations for researchers interested in the structure and assessment of personality traits: (a) utilize and report on a range of factor analytic methods, (b) avoid global evaluations regarding the internal validity of multiscale personality measures based on model fit according to conventional CFA cutoffs, and (c) consider the substantive and practical implications of model modifications designed to improve fit.
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Confirmatory factor analysis for applied research
Choice Reviews Online · 2007 · 15.8K citations
Social Sciences, Educational Measurement, Method Validation +12
Herbert W. Marsh, Kit‐Tai Hau, Zhonglin Wen · Structural Equation Modeling A Multidisciplinary Journal · 2004 · 6.5K citations
Social Sciences, Behavioral Sciences, Generalizability Theory +15