Using GLASSO network analysis on baseline and 1-year follow-up CBCL parent ratings from 11,878 children aged 9–10 in the ABCD Study, this study examined which social problem symptoms most strongly bridged to attention problems, rule-breaking, and aggression — and whether those bridge symptoms predicted subsequent behavior at year 1.
Four social problem 'bridge' symptoms showed the strongest cross-community connections: *easily jealous* (EI = 0.702), *doesn't get along with other kids* (EI = 0.530), *clings to adults or too dependent* (EI = 0.449), and *feels others are out to get them* (EI = 0.441). These bridges primarily linked to aggression and rule-breaking — not attention problems — and at 1-year follow-up, the bridge score predicted rule-breaking (β = 0.28) and aggression (β = 0.38) far more strongly than attention problems (β = 0.15). Network structure did not significantly differ by sex or ADHD diagnosis status.
- Only parent-reported CBCL data used; no youth self-report or teacher ratings. - Sample limited to ages 9–11, restricting generalizability across development. - ADHD subtypes not captured; other conditions affecting social functioning (e.g., autism, anxiety) were not assessed or controlled.
In children with ADHD, social problems like jealousy, peer conflict, and feeling persecuted are more likely driven by comorbid externalizing behaviors than by inattention itself — clinicians should screen for and target aggression and rule-breaking when addressing social difficulties. Social immaturity (e.g., clinginess) may reflect neurodevelopmental delays and warrants a broader developmental evaluation.
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