ReviewPsychiatry2022
Just-in-Time Adaptive Interventions for Suicide Prevention: Promise, Challenges, and Future Directions.
Review in Psychiatry, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
72 citing papers in PubMed, 4 syntheses or guidelines pooled it, 108 citations in OpenAlex.
- A Systematic Review of Ecological Momentary Assessment Procedures of Self-Harm (With and Without Suicidal Intent) Studies in Adolescents and Young Adults.International journal of environmental research and public health · 2026Pooled it
- The Application of AI to Ecological Momentary Assessment Data in Suicide Research: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Beyond the current state of just-in-time adaptive interventions in mental health: a qualitative systematic review.Frontiers in digital health · 2025Pooled it
- Evaluating of BERT-based and Large Language Mod for Suicide Detection, Prevention, and Risk Assessment: A Systematic Review.Journal of medical systems · 2024Pooled it
- Pilot microrandomized trial of a brief digital intervention for suicidal thoughts.Journal of consulting and clinical psychology · 2025Trial
- Using smartphone surveys to predict next-week suicide attempts.Journal of psychopathology and clinical science · 2026Article
- A bibliometric analysis of research on the application of just-in-time adaptive interventions in mental health.Medicine · 2026Review
- Predicting Next-Day Passive Suicidal Ideation in At-Risk Youth.Suicide & life-threatening behavior · 2026Article
- Using Digital Mental Health and Measurement-Based Care With Youth Experiencing Suicidal Thoughts and Behaviors: Qualitative Study of Clinician Barriers and Facilitators.JMIR human factors · 2026Article
- Modeling the reciprocal dynamic between alcohol and suicide urges among college students: Ecological momentary assessment study.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2026Article
- In their own words: case studies of adolescent smartphone language preceding suicide-related hospitalizations.NPP - digital psychiatry and neuroscience · 2026Article
- The end of "logging in": The next 10 years of internet interventions.Internet interventions · 2026Article
- Reducing the 'Silence Between Sessions': A Qualitative Study on Youth and Professionals' Perspectives on Digital Tools for Suicide Prevention.Health expectations : an international journal of public participation in health care and health policy · 2026Article
- Innovations to improve outcomes and uptake of psychotherapies for mental disorders: a state-of-the-art review.World psychiatry : official journal of the World Psychiatric Association (WPA) · 2026Article
- Differential patterns of daily trauma-related avoidance among suicide attempters and non-attempters.Journal of affective disorders · 2026Article
- The Bud App: A protocol for a randomized controlled trial with an internal pilot phase targeting modifiable risk and protective factors for suicide among international students.Contemporary clinical trials communications · 2025Article
- Testing the feasibility of passive sensing among adolescents: Implications for mental health.Journal of psychopathology and clinical science · 2025Article
- Engagement in Ecological Momentary Assessment of Suicidal Thoughts and Behaviors: A Mixed Methods Study.Behavior therapy · 2025Article
- The importance of examining measurement properties in ecological momentary assessment research: An illustrative example in suicide research.Psychological assessment · 2025Article
- Identifying distinct service use phenotypes across levels of suicidality and self-harm: a UK Biobank study.Npj mental health research · 2025Article
12 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
The suicide rate (currently 14 per 100,000) has barely changed in the United States over the past 100 years. There is a need for new ways of preventing suicide. Further, research has revealed that suicidal thoughts and behaviors and the factors that drive them are dynamic, heterogeneous, and interactive. Most existing interventions for suicidal thoughts and behaviors are infrequent, not accessible when most needed, and not systematically tailored to the person using their own data (e.g., from their own smartphone). Advances in technology offer an opportunity to develop new interventions that may better match the dynamic, heterogeneous, and interactive nature of suicidal thoughts and behaviors. Just-In-Time Adaptive Interventions (JITAIs), which use smartphones and wearables, are designed to provide the right type of support at the right time by adapting to changes in internal states and external contexts, offering a promising pathway toward more effective suicide prevention. In this review, we highlight the potential of JITAIs for suicide prevention, challenges ahead (e.g., measurement, ethics), and possible solutions to these challenges.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.