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An Assessment Of Character And Leadership Development Latent Factor Structures Through Confirmatory Factor, Item Response Theory, And Latent Class Analyses, David L. Higginbotham
An Assessment Of Character And Leadership Development Latent Factor Structures Through Confirmatory Factor, Item Response Theory, And Latent Class Analyses, David L. Higginbotham
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This study leveraged the complementary nature of confirmatory factor (CFA), item response theory (IRT), and latent class (LCA) analyses to strengthen the rigor and sophistication of evaluation of two new measures of the Air Force Academy’s “leader of character” definition—the Character Mosaic Virtues (CMV) and the Leadership Mosaic Inventory (LMI). Special CFA methods involving robust weighted least squares estimation were implemented to analyze the rated responses through linear structural equation modeling. Most informative at the subscale level, the CFA techniques provided evidence of factorial validity and other desirable psychometric properties in support of previous exploratory results for a nine-factor CMV …