Journal of Traumatic Stress · 2011 · 39 citations · 42 references
Social SciencesPsychiatryPsychologyBehavioral HealthPsychometricsTrauma-related DisordersFactor AnalysisLatent Mean ComparisonsLatent Trait ModelingLatent Variable ModelingPost-traumatic Stress DisorderFactor Mixture ModelsFactor Model SpecificationLatent Factor ModelsMixture ModelTrauma Exposure Effects
The present study used factor mixture modeling to explore empirically defined subgroups of psychological trauma victims based on confirmatory factor analysis (CFA) and latent class analysis of posttraumatic stress disorder (PTSD) symptoms. We sampled 310 medical patients with a history of trauma exposure. Confirmatory factor analysis revealed that the 4-factor emotional numbing PTSD model yielded the best model fit. Using latent factor means derived from this model and the 4-factor dysphoria PTSD model (indexing severity on PTSD factors), 3 latent classes of participants were identified using factor mixture modeling. The 3-class model fit the data very well and was validated against external measures of anxiety and rumination.
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Manual for the State-Trait Anxiety Inventory
Charles D. Spielberger, Richard L. Gorsuch, Robert E. Lushene · 1970 · 25.4K citations
Robert E. Kass, Adrian E. Raftery · Journal of the American Statistical Association · 1995 · 12.3K citations
Natural Sciences, Behavioral Sciences, Bayesian Biostatistics +11