Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, USA.
Injury Prevention Research Center, University of North Carolina at Chapel Hill, Chapel Hill, USA.
BMC Psychiatry. 2022 Feb 10;22(1):104. doi: 10.1186/s12888-022-03741-5.
There is a well-established need for population-based screening strategies to identify people at risk of suicide. Because only about half of suicide decedents are ever diagnosed with a behavioral health condition, it may be necessary for providers to consider life circumstances that may also put individuals at risk. This study described the alignment of medical diagnoses with life circumstances by identifying suicide typologies among decedents. Demographics, stressful life events, suicidal behavior, perceived and diagnosed health problems, and suicide method contributed to the typologies.
This study linked North Carolina Medicaid and North Carolina Violent Death Reporting System (NC-VDRS) data for analysis in 2020. For suicide decedents from 2014 to 2017 aged 25-54 years, we analyzed 12 indicators of life circumstances from NC-VDRS and 6 indicators from Medicaid claims, using a latent class model. Separate models were developed for men and women.
Most decedents were White (88.3%), with a median age of 41, and over 70% had a health care visit in the 90 days prior to suicide. Two typologies were identified in both males (n = 175) and females (n = 153). Both typologies had similar profiles of life circumstances, but one had high probabilities of diagnosed behavioral health conditions (45% of men, 71% of women), compared to low probabilities in the other (55% of men, 29% of women). Black beneficiaries and men who died by firearm were over-represented in the less-diagnosed class, though estimates were imprecise (odds ratio for Black men: 3.1, 95% confidence interval: 0.8, 12.4; odds ratio for Black women: 5.0, 95% confidence interval: 0.9, 31.2; odds ratio for male firearm decedents: 1.6, 95% confidence interval: 0.7, 3.4).
Nearly half of suicide decedents have a typology characterized by low probability of diagnosis of behavioral health conditions. Suicide screening could likely be enhanced using improved indicators of lived experience and behavioral health.
基于人群的筛查策略对于识别有自杀风险的人群具有明确的必要性。由于只有大约一半的自杀死亡者被诊断患有行为健康问题,因此提供者可能需要考虑也可能使个人处于危险之中的生活环境。本研究通过确定死亡者的自杀类型来描述医疗诊断与生活环境之间的一致性。人口统计学特征、压力生活事件、自杀行为、感知和诊断出的健康问题以及自杀方法促成了这些类型。
本研究将北卡罗来纳州医疗补助计划和北卡罗来纳州暴力死亡报告系统(NC-VDRS)的数据进行链接,以便在 2020 年进行分析。对于在 2014 年至 2017 年期间年龄在 25-54 岁之间的自杀死亡者,我们分析了来自 NC-VDRS 的 12 项生活环境指标和来自医疗补助计划的 6 项指标,使用潜在类别模型。为男性和女性分别开发了单独的模型。
大多数死者为白人(88.3%),中位数年龄为 41 岁,超过 70%的人在自杀前 90 天内有一次医疗保健就诊。在男性(n=175)和女性(n=153)中均确定了两种类型。两种类型的生活环境状况相似,但一种类型具有较高的诊断出的行为健康状况的可能性(男性的 45%,女性的 71%),而另一种类型的可能性较低(男性的 55%,女性的 29%)。黑人受益人和死于枪支的男性在未被诊断出的类别中占比过高,尽管估计不太准确(黑人男性的优势比:3.1,95%置信区间:0.8,12.4;黑人女性的优势比:5.0,95%置信区间:0.9,31.2;男性枪支死亡者的优势比:1.6,95%置信区间:0.7,3.4)。
近一半的自杀死亡者具有一种特征,即行为健康状况诊断的可能性较低。使用改善的生活体验和行为健康指标,可能会增强自杀筛查。