Office of Mental Health and Suicide Prevention, Department of Veterans Affairs, Washington, District of Columbia.
Rocky Mountain Mental Illness Research, Education and Clinical Center, Department of Veterans Affairs, Aurora, Colorado.
JAMA Netw Open. 2021 Oct 1;4(10):e2129900. doi: 10.1001/jamanetworkopen.2021.29900.
The Veterans Health Administration (VHA) implemented a national clinical program using a suicide risk prediction algorithm, Recovery Engagement and Coordination for Health-Veterans Enhanced Treatment (REACH VET), in which clinicians facilitate care enhancements for individuals identified in local top 0.1% suicide risk tiers. Evaluation studies are needed.
To determine associations with treatment engagement, health care utilization, suicide attempts, safety plan documentation, and 6-month mortality.
DESIGN, SETTING, AND PARTICIPANTS: This cohort study used triple differences analyses comparing 6-month changes in outcomes after vs before program entry for individuals entering the REACH VET program (March 2017-December 2018) vs a similarly identified top 0.1% suicide risk tier cohort from prior to program initiation (March 2014-December 2015), adjusting for trends across subthreshold cohorts. Subcohort analyses (including individuals from March 2017-June 2018) evaluated difference-in-differences for cause-specific mortality using death certificate data. The subthreshold cohorts included individuals in the top 0.3% to 0.1% suicide risk tier, below the threshold for REACH VET eligibility, from the concurrent REACH VET period and from the pre-REACH VET period. Data were analyzed from December 2019 through September 2021.
REACH VET-designated clinicians treatment reevaluation and outreach for care enhancements, including safety planning, increased monitoring, and interventions to enhance coping.
Process outcomes included VHA scheduled, completed, and missed appointments; mental health visits; and safety plan documentation and documentation within 6 months for individuals without plans within the prior 2 years. Clinical outcomes included mental health admissions, emergency department visits, nonfatal suicide attempts, and all-cause, suicide, and nonsuicide external-cause mortality.
A total of 173 313 individuals (mean [SD] age, 51.0 [14.7] years; 161 264 [93.1%] men and 12 049 [7.0%] women) were included in analyses, including 40 816 individuals eligible for REACH VET care and 36 604 individuals from the pre-REACH VET period in the top 0.1% of suicide risk. The REACH VET intervention was associated with significant increases in completed outpatient appointments (adjusted triple difference [ATD], 0.31; 95% CI, 0.06 to 0.55) and proportion of individuals with new safety plans (ATD, 0.08; 95% CI, 0.06 to 0.10) and reductions in mental health admissions (ATD, -0.08; 95% CI, -0.10 to -0.05), emergency department visits (ADT, -0.03; 95% CI, -0.06 to -0.01), and suicide attempts (ADT, -0.05; 95% CI, -0.06 to -0.03). Subcohort analyses did not identify differences in suicide or all-cause mortality (eg, age-and-sex-adjusted difference-in-difference for suicide mortality, 0.0007; 95% CI, -0.0006 to 0.0019).
These findings suggest that REACH VET implementation was associated with greater treatment engagement and new safety plan documentation and fewer mental health admissions, emergency department visits, and suicide attempts. Clinical programs using risk modeling may be effective tools to support care enhancements and risk reduction.
退伍军人健康管理局 (VHA) 实施了一项全国性的临床计划,使用自杀风险预测算法,即恢复参与和协调健康退伍军人增强治疗 (REACH VET),其中临床医生促进确定为当地前 0.1%自杀风险层的个人的护理增强。需要评估研究。
确定与治疗参与、医疗保健利用、自杀企图、安全计划文件和 6 个月死亡率的关联。
设计、地点和参与者:这项队列研究使用三重差异分析,比较了进入 REACH VET 计划后与计划前相比,个体 6 个月的治疗结局变化(2017 年 3 月至 2018 年 12 月),调整了亚阈值队列的趋势。亚组分析(包括 2017 年 3 月至 2018 年 6 月的个体)使用死亡证明数据评估了特定原因死亡率的差异差异。亚阈值队列包括同时期 REACH VET 期间和 REACH VET 前期间处于前 0.3%至 0.1%自杀风险层、低于 REACH VET 资格标准的个体。数据分析于 2019 年 12 月至 2021 年 9 月进行。
REACH VET 指定的临床医生进行治疗重新评估和扩大护理,包括安全计划、增加监测和增强应对能力的干预措施。
过程结果包括 VHA 安排、完成和错过预约;心理健康就诊;以及在过去 2 年内没有计划的个人在 6 个月内的安全计划文件和记录。临床结果包括心理健康入院、急诊就诊、非致命自杀企图以及全因、自杀和非自杀外部原因死亡率。
共纳入 173313 名个体(平均[SD]年龄,51.0[14.7]岁;161264[93.1%]名男性和 12049[7.0%]名女性)进行分析,包括 40816 名符合 REACH VET 护理资格的个体和 36604 名来自前 REACH VET 期间前 0.1%自杀风险的个体。REACH VET 干预与完成门诊预约的显著增加相关(调整后的三重差异 [ATD],0.31;95%CI,0.06 至 0.55)和新安全计划的个体比例增加(ATD,0.08;95%CI,0.06 至 0.10)以及心理健康入院(ATD,-0.08;95%CI,-0.10 至 -0.05)、急诊就诊(ADT,-0.03;95%CI,-0.06 至 -0.01)和自杀企图(ADT,-0.05;95%CI,-0.06 至 -0.03)减少。亚组分析未发现自杀或全因死亡率的差异(例如,自杀死亡率的年龄和性别调整差异,0.0007;95%CI,-0.0006 至 0.0019)。
这些发现表明,REACH VET 的实施与治疗参与度的提高、新的安全计划文件的编制以及心理健康入院、急诊就诊和自杀企图的减少有关。使用风险模型的临床计划可能是支持护理增强和降低风险的有效工具。