The impact of negative emotions on adolescents’ nonsuicidal self-injury thoughts: an integrated application of machine learning and multilevel logistic models

• Chan-Young Ahn ,

  Contributed equally to this work with: Chan-Young Ahn, Jin-Ha Kim

  Roles Data curation, Investigation, Visualization, Writing – original draft

  Affiliation Department of Psychology, Kangwon National University, Chuncheon, Republic of Korea

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• Jin-Ha Kim ,

  Contributed equally to this work with: Chan-Young Ahn, Jin-Ha Kim

  Roles Formal analysis, Writing – original draft

  Affiliation Department of Psychology, Hallym University, Chuncheon, Republic of Korea

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• Sojung Kim,

  Roles Investigation, Visualization, Writing – review & editing

  Affiliation Department of Psychology, Yeungnam University, Gyeongsan, Republic of Korea

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• Jae-Won Kim,

  Roles Funding acquisition, Project administration, Writing – review & editing

  Affiliation Division of Child and Adolescent Psychiatry, Department of Psychiatry, Seoul National University Hospital, Seoul, Republic of Korea

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• Jung-Jo Na,

  Roles Software, Writing – review & editing

  Affiliation Department of IT Media Engineering, Duksung women’s University, Seoul, Republic of Korea

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• Dong Gi Seo ,

  Roles Methodology, Writing – review & editing

  * E-mail: jongsunlee@kangwon.ac.kr (JSL); dgseo@hallym.ac.kr (DGS)

  Affiliation Department of Psychology, Hallym University, Chuncheon, Republic of Korea

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• Jong-Sun Lee

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Project administration, Supervision, Validation, Visualization, Writing – review & editing

  * E-mail: jongsunlee@kangwon.ac.kr (JSL); dgseo@hallym.ac.kr (DGS)

  Affiliation Department of Psychology, Kangwon National University, Chuncheon, Republic of Korea

  https://orcid.org/0000-0002-8004-1421

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