ArticleBehaviour research and therapy2022
Integrating a functional view on suicide risk into idiographic statistical models.
Article in Behaviour research and therapy, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 2 of them syntheses that pooled it.
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Who cites it
27 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Self-injurious thoughts and behaviors and alterations in positive valence systems: A systematic review of the literature.Journal of psychiatric research · 2022Pooled it
- A meta-analysis on the affect regulation function of real-time self-injurious thoughts and behaviours.Nature human behaviour · 2022Pooled it
- Changing temporal patterns in patient-reported wish to live and wish to die signal the imminent emergence and aftermath of suicide attempts: a dynamical systems analysis.BMC psychiatry · 2025Trial
- Balancing burden and resolution: Effects of EMA survey schedule on compliance and study evaluation in suicide-focused research.Journal of psychiatric research · 2026Article
- Characterizing Resting-State Frontoparietal-Amygdala Network Connectivity as a Potential Moderator of the Developmental Link Between Executive Functioning and Internalizing Symptoms: A Group Iterative Multiple Model Estimation-Based Approach.Biological psychiatry global open science · 2026Article
- An initial exploration of the daily associations between opioid use and acute suicide risk: The role of posttraumatic stress symptoms.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2026Article
- A methodological proof-of-concept of a data-driven, personalized, blended digital health intervention for suicidal thoughts and behaviors: A case series.Internet interventions · 2026Article
- Momentary stress and social context among adolescents at risk for suicide: An experience sampling study.Journal of affective disorders · 2026Article
- Minimum sampling recommendations for applied ambulatory assessment.Psychological assessment · 2025Article
- Rumination as a within-person indirect pathway between daily negative life events and suicidal ideation in recently hospitalized adults.Journal of psychiatric research · 2025Article
- Revisiting the Affect Regulation Model of Suicide Ideation: Bidirectional Effects of Momentary Suicide Ideation and Affect.Suicide & life-threatening behavior · 2025Article
- Article
- Examining heterogeneity in the affect-regulating function of suicidal ideation: Person-specific analyses in male inpatients with depression.Suicide & life-threatening behavior · 2024Article
- Heterogeneity in suicide risk: Evidence from personalized dynamic models.Behaviour research and therapy · 2024Article
- Person-specific dynamics between negative emotions and suicidal thoughts.Comprehensive psychiatry · 2024Article
- Predicting Lifetime Suicide Attempts in a Community Sample of Adolescents Using Machine Learning Algorithms.Assessment · 2024Article
- A call to integrate menstrual cycle influences into just-in-time adaptive interventions for suicide prevention.Frontiers in psychiatry · 2024Article
- Editorial: Methods and interventions to predict and tackle suicide risk.Frontiers in psychiatry · 2024Article
- Development of the Mobile Application to Prevent Suicide (MAPS), a Personalized Smartphone App for Suicide Prevention: Feedback from Individual Interviews.Journal of technology in human services · 2024Article
- The Detection of Acute Risk of Self-injury Project: Protocol for an Ecological Momentary Assessment Study Among Individuals Seeking Treatment.JMIR research protocols · 2023Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
Acute risk of death by suicide manifests in heightened suicidal ideation in certain contexts and time periods. These increases are thought to emerge from complex and mutually reinforcing relationships between dispositional vulnerability factors and individually suicidogenic short-term stressors. Together, these processes inform clinical safety planning and our therapeutic tools accommodate a reasonable degree of idiosyncrasy when we individualize interventions. Unraveling these multifaceted factors and processes on a quantitative level, however, requires estimation frameworks capable of representing idiosyncrasies relevant to intervention and psychotherapy. Using, data from a 21-day ambulatory assessment protocol that included six random prompts per day, we developed personalized (i.e., idiographic) models of interacting risk factors and suicidal ideation via Group Iterative Multiple Model Estimation (GIMME) in a sample of people diagnosed with borderline personality disorder (N = 95) stratified for a history of high lethality suicide attempts. Our models revealed high levels of heterogeneity in state risk factors related to suicidal ideation, with no features shared among the majority of participants or even among relatively homogenous clusters of participants (i.e., empirically derived subgroups). We discuss steps toward clinical implementation of personalized models, which can eventually capture suicidogenic changes in proximal risk factors and inform safety planning and interventions.
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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.