Stabilizing Behavioral Improvements and Preventing Readmission Cycles in Youth with Autism Spectrum Disorder: Advancing Healthcare Outcomes in Inpatient Settings

Abstract

Youth with Autism Spectrum Disorder (ASD) often require structured inpatient services to stabilize complex behavioral and psychiatric needs. This practicum at HANDS in Autism®, in collaboration with the Indiana NeuroDiagnostic Institute (NDI), focused on supporting post-discharge stability and reducing readmissions through data-driven implementation of evidence-based practices (EBPs). Patient-level data were extracted from the Cerner electronic medical record system, aligned with the Aberrant Behavior Checklist (ABC) and Clinical Global Impression (CGI) scales, and harmonized for analysis. Using REDCap, R Studio, and Excel, data were categorized and visualized to identify trends and support individualized planning. Findings support the utility of standardized behavioral assessment tools and structured data workflows to guide long-term support planning and enhance clinical decision-making. This project contributes to the development of scalable, collaborative models for improving healthcare outcomes and continuity of care for youth with ASD in psychiatric settings.