Quantifying associations between socio-spatial factors and cognitive development in the ABCD cohort
Osayande N, Marotta J, Aggarwal S, Kopal J, Holmes A, Yip S, Bzdok D. Quantifying associations between socio-spatial factors and cognitive development in the ABCD cohort. Nature Computational Science 2025, 5: 221-233. PMID: 40114020, DOI: 10.1038/s43588-025-00774-0.Peer-Reviewed Original ResearchConceptsAdolescent Brain Cognitive Development StudyCognitive developmentUS Census dataCognitive Development StudyBayesian multilevel regressionPost-stratificationSocio-spatial factorsSociodemographic disparitiesSocioeconomic statusABCD cohortSociodemographic variablesBayesian multilevel modelsQuantify associationsInter-individual differencesMultilevel regressionPublic healthMultilevel modelsCensus dataInterpretation of model predictionsDemographic groupsDevelopment studiesHolistic explanationHomogeneous representationModeling frameworkMounting demand
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