학술논문

A Bayesian multilevel analysis of the longitudinal associations between relationship quality and suicidal ideation and attempts among youth with bipolar disorder
Document Type
article
Source
Journal of Child Psychology and Psychiatry. 62(7)
Subject
Suicide Prevention
Suicide
Mental Health
Serious Mental Illness
Clinical Research
Depression
Prevention
Behavioral and Social Science
Mental health
Adolescent
Bayes Theorem
Bipolar Disorder
Humans
Multilevel Analysis
Risk Factors
Suicidal Ideation
Suicide
Attempted
bipolar disorder
adolescence
parent–
child relationships
peer relationships
Bayesian analysis
parent-child relationships
Clinical Sciences
Psychology
Cognitive Sciences
Developmental & Child Psychology
Language
Abstract
BackgroundYouth with bipolar disorder (BD) are at high risk for suicidal thoughts and behaviors and frequently experience interpersonal impairment, which is a risk factor for suicide. Yet, no study to date has examined the longitudinal associations between relationship quality in family/peer domains and suicidal thoughts and behaviors among youth with BD. Thus, we investigated how between-person differences - reflecting the average relationship quality across time - and within-person changes, reflecting recent fluctuations in relationship quality, act as distal and/or proximal risk factors for suicidal ideation (SI) and suicide attempts.MethodsWe used longitudinal data from the Course and Outcome of Bipolar Youth Study (N = 413). Relationship quality variables were decomposed into stable (i.e., average) and varying (i.e., recent) components and entered, along with major clinical covariates, into separate Bayesian multilevel models predicting SI and suicide attempt. We also examined how the relationship quality effects interacted with age and sex.ResultsPoorer average relationship quality with parents (β = -.33, 95% Bayesian highest density interval (HDI) [-0.54, -0.11]) or friends (β = -.33, 95% HDI [-0.55, -0.11]) was longitudinally associated with increased risk of SI but not suicide attempt. Worsening recent relationship quality with parents (β = -.10, 95% HDI [-0.19, -0.03]) and, to a lesser extent, friends (β = -.06, 95% HDI [-0.15, 0.03]) was longitudinally associated with increased risk of SI, but only worsening recent relationship quality with parents was also associated with increased risk of suicide attempt (β = -.15, 95% HDI [-0.31, 0.01]). The effects of certain relationship quality variables were moderated by gender but not age.ConclusionsAmong youth with BD, having poorer average relationship quality with peers and/or parents represents a distal risk factor for SI but not suicide attempts. Additionally, worsening recent relationship quality with parents may be a time-sensitive indicator of increased risk for SI or suicide attempt.