This paper is in the following e-collection/theme issue:

Longitudinal and Cohort Studies in Public Health (414) Mental Health Issues in Adolescence (642) Depression and Mood Disorders; Suicide Prevention (1699) Kids' and Adolescents' Use of Technology (141) Screen Time for Children and Adolescents (72) Machine Learning (2084)

Published on in Vol 11 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60125, first published .
Peer Relationships Are a Direct Cause of the Adolescent Mental Health Crisis: Interpretable Machine Learning Analysis of 2 Large Cohort Studies

Peer Relationships Are a Direct Cause of the Adolescent Mental Health Crisis: Interpretable Machine Learning Analysis of 2 Large Cohort Studies

Peer Relationships Are a Direct Cause of the Adolescent Mental Health Crisis: Interpretable Machine Learning Analysis of 2 Large Cohort Studies

Authors of this article:

Heiner Stuke1, 2 Author Orcid Image ;   Robert Schlack3 Author Orcid Image ;   Michael Erhart4 Author Orcid Image ;   Anne Kaman4 Author Orcid Image ;   Ulrike Ravens-Sieberer4 Author Orcid Image ;   Christopher Irrgang1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Heiner Stuke   1, 2 , MD ;   Robert Schlack   3 , PhD ;   Michael Erhart   4 , PhD ;   Anne Kaman   4 , PhD ;   Ulrike Ravens-Sieberer   4 , PhD ;   Christopher Irrgang   1 , PhD

1 Centre for Artificial Intelligence in Public Health Research of the Robert Koch-Institute, Berlin, Germany

2 Department of Psychiatry and Neurosciences at the Charité Campus Mitte, Charité University Hospital Berlin, Berlin, Germany

3 Department B Epidemiology and Health Monitoring, Robert Koch-Institute, Berlin, Germany

4 Department of Child and Adolescent Psychiatry and Psychotherapy and Psychosomatics, University Medical Center Hamburg-Eppendorf, Hamburg, Germany

Corresponding Author:

  • Heiner Stuke, MD
  • Centre for Artificial Intelligence in Public Health Research of the Robert Koch-Institute
  • Nordufer 20
  • Berlin 13353
  • Germany
  • Phone: 49 30 18754 211
  • Email: stukeh@rki.de