Association of Recent Violence Encounters With Suicidal Ideation Among Adolescents With Depression

Long-term impact of the Fostering Healthy Futures for Preteens program on suicide-related thoughts and behaviors for youth in out-of-home care: A randomized controlled trial

Youth in out-of-home care are at high risk for suicide-related thoughts and behaviors (STB), yet there are no known efficacious interventions that reduce STB for this population. Fostering Healthy Futures for Preteens (FHF-P) is a 9-month community-based mentoring and skills training preventive intervention for children in out-of-home care. A randomized controlled trial enrolled 156 participants aged 9-11 years who were placed in out-of-home care over the prior year. Participants were 48.9% female, 54.1% Hispanic, 30.1% Black, and 27.1% American Indian. Follow-up interviews, conducted 7-12 years postintervention (85.2% retention rate), asked young adult participants, aged 18-22, to self-report lifetime STB as indexed by non-suicidal self-injury, suicidal thoughts, plans, and/or attempts. There was a nonsignificant reduction in the odds of STB for the intervention group at follow-up (OR = 0.74; CI, 0.32, 1.69). However, FHF-P significantly moderated the effect of baseline STB; control youth who reported baseline STB had 10 times the odds of young adult STB (OR = 10.44, CI, 2.28, 47.78), but there was no increase in the odds of adult-reported STB for intervention youth. Findings suggest that FHF-P buffers the impact of pre-existing STB on young adult STB for care-experienced youth. Further research is needed to identify mechanisms that may reduce STB in this population.

Exploring the Potential of Artificial Intelligence in Adolescent Suicide Prevention: Current Applications, Challenges, and Future Directions

ObjectiveThe global surge in adolescent suicide necessitates the development of innovative and efficacious preventive measures. Traditionally, various approaches have been used, but with limited success. However, with the rapid advancements in artificial intelligence (AI), new possibilities have emerged. This paper reviews the potentials and challenges of integrating AI into suicide prevention strategies, focusing on adolescents. Method: This narrative review assesses the impact of AI on suicide prevention strategies, the strategies and cases of AI applications in adolescent suicide prevention, as well as the challenges faced. Through searches on the PubMed, web of science, PsycINFO, and EMBASE databases, 19 relevant articles were included in the review. Results: AI has significantly improved risk assessment and predictive modeling for identifying suicidal behavior. It has enabled the analysis of textual data through natural language processing and fostered novel intervention strategies. Although AI applications, such as chatbots and monitoring systems, show promise, they must navigate challenges like data privacy and ethical considerations. The research underscores the potential of AI to enhance future suicide prevention efforts through personalized interventions and integration with emerging technologies. Conclusion: AI possesses transformative potential for adolescent suicide prevention by offering targeted and adaptive solutions, while they also raise crucial ethical and practical considerations. Looking forward, AI can play a critical role in mitigating adolescent suicide rates, marking a new frontier in mental health care.