CONCLUSIONS: A data-driven residual approach to operationalizing pediatric CR shows better evidence of construct validity over previous methods, with our index showing a novel ability to moderate the deleterious effects of lower grey matter on outcomes in ADHD. This approach may benefit future research aiming to study the early development of CR. (PsycInfo Database Record (c) 2024 APA, all rights reserved).