ArticleSuicide & life-threatening behavior2025
Identifying important predictors of adolescent suicide ideation, planning, and attempt in low- and middle-income countries.
Article in Suicide & life-threatening behavior, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed.
- [Relationship between family trauma, school bullying and suicidal behavior in adolescents: Regulatory effect ofBeijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2026Article
- Suicidal ideation in adolescents: the role of personal and school variables.BMC psychology · 2026Article
- Predicting suicide attempts in a high-risk clinical cohort of adolescents using machine-learning.European child & adolescent psychiatry · 2026Article
- Global Suicide Mortality Rates (2000-2019): Clustering, Themes, and Causes Analyzed through Machine Learning and Bibliographic Data.International journal of environmental research and public health · 2024Article
Corrections and comments
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Authors and funding
3 authors.
Funding
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Abstract
introductionOver 90% of all adolescent suicides occur in low- and middle-income countries (LMIC), yet the majority of suicide research has focused on primarily high-income countries (HIC).
methodUsing nationally representative data on 82,494 adolescents from thirty-four LMIC, this research employed machine learning to compare the predictive effects of multiple determinants of suicidal behaviors previously identified in the literature.
resultsResults indicate that distinct predictors are present for suicidal ideation, suicidal planning, and suicide attempts in youth living in LMIC as well as shared predictors common to all three behaviors.
conclusionThese findings provide insights into the unique needs in global mental health policy and efforts within and across adolescents in LMIC.
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