Cannabis use in children with individualized risk profiles: Predicting the effect of universal prevention intervention

•We studied intervention targeting cannabis use in children with different risk profiles.•We predicted the effect of the universal prevention intervention on individual children.•The effects on individual children may be clustered and the sample divided into groups.•School grades, thoughts of hurting oneself, breaking the rules are distinguishing risk factors.•Our findings may be used in prevention practice and research.