Partnered Evidence-based Policy Resource Center, VA Boston Healthcare System, Boston, Massachusetts, USA.
Department of Health Law, Policy and Management, Boston University School of Public Health, Boston, Massachusetts, USA.
Health Serv Res. 2023 Apr;58(2):375-382. doi: 10.1111/1475-6773.14064. Epub 2022 Sep 21.
To estimate the effects of changes in Veterans Health Administration (VHA) mental health services staffing levels on suicide-related events among a cohort of Veterans.
Data were obtained from the VHA Corporate Data Warehouse, the Department of Defense and Veterans Administration Infrastructure for Clinical Intelligence, the VHA survey of enrollees, and customized VHA databases tracking suicide-related events. Geographic variables were obtained from the Area Health Resources Files and the Centers for Medicare and Medicaid Services.
We used an instrumental variables (IV) design with a Heckman correction for non-random partial observability of the use of mental health services. The principal predictor was a measure of provider staffing per 10,000 enrollees. The outcome was the probability of a suicide-related event.
DATA COLLECTION/EXTRACTION METHODS: Data were obtained for a cohort of Veterans who recently separated from active service.
From 2014 to 2018, the per-pay period probability of a suicide-related event among our cohort was 0.05%. We found that a 1% increase in mental health staffing led to a 1.6 percentage point reduction in suicide-related events. This was driven by the first tertile of staffing, suggesting diminishing returns to scale for mental health staffing.
VHA facilities appear to be staffing-constrained when providing mental health care. Targeted increases in mental health staffing would be likely to reduce suicidality.
评估退伍军人健康管理局(VHA)心理健康服务人员配备水平的变化对某一批退伍军人自杀相关事件的影响。
数据来自 VHA 公司数据仓库、国防部和退伍军人管理局临床智能基础设施、VHA 参保者调查以及跟踪自杀相关事件的定制 VHA 数据库。地理变量来自区域卫生资源文件和医疗保险和医疗补助服务中心。
我们使用了工具变量(IV)设计,并对心理健康服务使用的非随机部分观测进行了 Heckman 校正。主要预测因素是每 10000 名参保者的提供者配备人数。结果是自杀相关事件的概率。
数据收集/提取方法:我们为最近从现役退伍的退伍军人队列获得了数据。
从 2014 年到 2018 年,我们队列中每支付期自杀相关事件的概率为 0.05%。我们发现,心理健康人员配备增加 1%,自杀相关事件减少 1.6 个百分点。这是由人员配备的第一个三分位数驱动的,表明心理健康人员配备的规模报酬递减。
在提供心理健康护理时,VHA 设施似乎受到人员配备的限制。有针对性地增加心理健康人员配备可能会降低自杀率。