Predicting criminal offence in adolescents who exhibit antisocial behaviour: a machine learning study using data from a large randomised controlled trial of multisystemic therapy
Suh J, Saunders R, Simes E, Delamain H, Butler S, Cottrell D, Kraam A, Scott S, Goodyer I, Wason J, Pilling S, Fonagy P. Predicting criminal offence in adolescents who exhibit antisocial behaviour: a machine learning study using data from a large randomised controlled trial of multisystemic therapy. European Child & Adolescent Psychiatry 2024, 1-10. PMID: 39377792, DOI: 10.1007/s00787-024-02592-7.Peer-Reviewed Original ResearchThe mediating role of reflective functioning and general psychopathology in the relationship between childhood conduct disorder and adult aggression among offenders.
Yirmiya K, Constantinou M, Simes E, Bateman A, Wason J, Yakeley J, McMurran M, Crawford M, Frater A, Moran P, Barrett B, Cameron A, Hoare Z, Allison E, Pilling S, Butler S, Fonagy P. The mediating role of reflective functioning and general psychopathology in the relationship between childhood conduct disorder and adult aggression among offenders. Psychological Medicine 2024, 54: 2492-2503. PMID: 38563288, DOI: 10.1017/s003329172400062x.Peer-Reviewed Original ResearchConduct disorderPsychopathological factorsMentalization-based treatmentStructure of psychopathologyChildhood conduct disorderAdult male offendersOne-factor modelConfirmatory factor analysisPsychopathological dimensionsTransdiagnostic approachDiverse psychopathologiesBifactor modelAntisocial behaviorCD symptomsClinical interviewPsychopathological structurePsychopathologyMale offendersAdult aggressionMediation modelDevelopmental trajectoriesIncreased aggressionMental statesReflective functioningAggression