Beau Oldenburg, Marijtje van Duijn, Miranda Sentse, Gijs Huitsing, Rozemarijn van der Ploeg, Christina Salmivalli, René Veenstra
Teacher characteristics and peer victimization in elementary schools: a classroom-level perspective
Journal of abnormal child psychology
social determinants health sdoh become increasingly important area acknowledge address healthcare however dealing measures outcomes research challenging due inherent collinearity factors discuss experience utilizing three statistical methodsexploratory factor analysis fa hierarchical clustering latent class analysis lcato analyze data collected using electronic medical record social risk screener called protocol responding assessing patient assets risks experience prapare prapare tool standardized instrument designed collect patientreported data sdoh factors income education housing access care total 2380 patients complete prapare neighborhoodlevel data analysis identified total three composite sdoh clusters using fa along four clusters identified hierarchical clustering four latent classes patients using lca results highlight different approaches used handle sdoh well select method based intended outcome researcher additionally study shows usefulness employing multiple statistical methods analyze complex sdoh gathered using social risk screeners prapare tool