Orygen, Parkville, VIC, Australia.
Centre for Youth Mental Health, University of Melbourne, VIC, Australia.
Crisis. 2023 May;44(3):232-239. doi: 10.1027/0227-5910/a000860. Epub 2022 May 12.
Young people receiving tertiary mental health care are at elevated risk for suicidal behavior, and understanding which individuals are at increased risk during care is important for treatment and suicide prevention. We aimed to retrospectively identify risk factors for attempted suicide during outpatient care and predict which young people did or did not attempt during care. Penalized logistic regression analysis was performed in a small high-risk sample of 84 young people receiving care at Orygen's Youth Mood Clinic (age: 14-25 years, 51% female) to predict suicide attempt during care (N = 16). Prediction of suicide attempt during care was only moderately accurate (Area Under the Receiver Operating Curve range 0.71; sensitivity 0.57) using a combination of sociodemographic, psychosocial, and clinical variables. The features that best discriminated both groups included suicidal ideation during care, history of suicide attempt prior to care, changes in appetite reported on the PHQ-9, history of parental separation, and parental mental illness. Replication of findings in an independent validation sample is needed. While prediction of suicide attempt during care was only moderately successful, we were able to identify individual risk factors for suicidal behavior during care in a high-risk sample.
接受三级精神卫生保健的年轻人有自杀行为的风险增加,了解在护理期间哪些人风险增加对于治疗和预防自杀很重要。我们旨在回顾性地确定门诊护理期间自杀未遂的风险因素,并预测哪些年轻人在护理期间确实或没有尝试自杀。在 Orygen 的青年情绪诊所接受护理的 84 名高危年轻人(年龄:14-25 岁,51%为女性)中进行了惩罚逻辑回归分析,以预测护理期间的自杀企图(N = 16)。使用社会人口统计学、心理社会和临床变量的组合,对护理期间自杀企图的预测准确性仅为中等(接受者操作特征曲线下面积范围为 0.71;灵敏度 0.57)。能够最好地区分两组的特征包括护理期间的自杀意念、护理前的自杀企图史、PHQ-9 报告的食欲变化、父母离异史和父母精神疾病。需要在独立验证样本中复制这些发现。虽然对护理期间自杀企图的预测仅取得中等成功,但我们能够在高危样本中确定护理期间自杀行为的个体风险因素。