Warren Alpert Medical School, Brown University, Providence, Rhode Island, USA.
Center for Biomedical Informatics, Brown University, Providence, Rhode Island, USA.
J Clin Psychol. 2023 Nov;79(11):2542-2555. doi: 10.1002/jclp.23566. Epub 2023 Jul 11.
Unhoused individuals have high rates of suicidal ideation (SI) and suicidal behaviors (SB), but few have studied the relative timing of homelessness and SI/SB. Our study examines the potential to use state-wide electronic health record data from Rhode Island's health information exchange (HIE) to identify temporal relationships, service utilization, and associations of SI/SB among unhoused individuals.
We use timestamped HIE data for 5368 unhoused patients to analyze service utilization and the relative timing of homelessness versus SI/SB onset. Multivariable models identified associations of SI/SB, hospitalization, and repeat acute care utilization within 30 days from clinical features representing 10,000+ diagnoses captured within the HIE.
The onset of SI typically precedes homelessness onset, while the onset of SB typically follows. Weekly rates of suicide-related service utilization increased over 25 times the baseline rate during the week before and after homelessness onset. Over 50% of encounters involving SI/SB result in hospitalization. Of those engaging in acute care for suicide-related reasons, we found high rates of repeat acute care encounters.
HIEs are a particularly valuable resource for understudied populations. Our study demonstrates how longitudinal, multi-institutional data from an HIE can be used to characterize temporal associations, service utilization, and clinical associations of SI and behaviors among a vulnerable population at scale. Increasing access to services that address co-occurring SI/SB, mental health, and substance use is needed.
无家可归者有很高的自杀意念(SI)和自杀行为(SB)发生率,但很少有研究关注无家可归和 SI/SB 的相对时间关系。我们的研究考察了利用罗得岛州健康信息交换(HIE)的全州范围电子健康记录数据来识别无家可归者中 SI/SB 的潜在时间关系、服务利用和关联。
我们使用 5368 名无家可归患者的时间标记 HIE 数据来分析服务利用情况以及无家可归与 SI/SB 发病的相对时间关系。多变量模型根据 HIE 中捕获的 10000 多个诊断所代表的临床特征,确定了 SI/SB、住院和 30 天内重复急性护理利用之间的关联。
SI 的发病通常先于无家可归的发病,而 SB 的发病通常后于无家可归的发病。在无家可归发病前后的一周内,与自杀相关的服务利用每周的发生率增加了 25 倍以上。涉及 SI/SB 的 50%以上的就诊会导致住院。在因自杀相关原因接受急性护理的人群中,我们发现重复急性护理的发生率很高。
HIE 是研究欠发达人群的特别有价值的资源。我们的研究展示了如何利用 HIE 中的纵向、多机构数据来大规模地描述时间关联、服务利用和脆弱人群的 SI 和行为的临床关联。需要增加解决同时存在的 SI/SB、心理健康和物质使用问题的服务的可及性。