Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
Department of Behavioral Health and Intellectual disability Services, City of Philadelphia, Philadelphia, PA, USA.
Adm Policy Ment Health. 2023 Nov;50(6):999-1009. doi: 10.1007/s10488-023-01299-2. Epub 2023 Sep 9.
While there are many data-driven approaches to identifying individuals at risk of suicide, they tend to focus on clinical risk factors, such as previous psychiatric hospitalizations, and rarely include risk factors that occur in nonclinical settings, such as jails or emergency shelters. A better understanding of system-level encounters by individuals at risk of suicide could help inform suicide prevention efforts. In Philadelphia, we built a community-level data infrastructure that encompassed suicide death records, behavioral health claims, incarceration episodes, emergency housing episodes, and involuntary commitment petitions to examine a broader spectrum of suicide risk factors. Here, we describe the development of the data infrastructure, present key trends in suicide deaths in Philadelphia, and, for the Medicaid-eligible population, determine whether suicide decedents were more likely to interact with the behavioral health, carceral, and housing service systems compared to Medicaid-eligible Philadelphians who did not die by suicide. Between 2003 and 2018, there was an increase in the number of annual suicide deaths among Medicaid-eligible individuals, in part due to changes in Medicaid eligibility. There were disproportionately more suicide deaths among Black and Hispanic individuals who were Medicaid-eligible, who were younger on average, compared to suicide decedents who were never Medicaid-eligible. However, when we accounted for the racial and ethnic composition of the Medicaid population at large, we found that White individuals were four times as likely to die by suicide, while Asian, Black, Hispanic, and individuals of other races were less likely to die by suicide. Overall, 58% of individuals who were Medicaid-eligible and died by suicide had at least one Medicaid-funded behavioral health claim, 10% had at least one emergency housing episode, 25% had at least one incarceration episode, and 22% had at least one involuntary commitment. By developing a data infrastructure that can incorporate a broader spectrum of risk factors for suicide, we demonstrate how communities can harness administrative data to inform suicide prevention efforts. Our findings point to the need for suicide prevention in nonclinical settings such as jails and emergency shelters, and demonstrate important trends in suicide deaths in the Medicaid population.
虽然有许多基于数据的方法可以识别有自杀风险的个体,但这些方法往往侧重于临床风险因素,如以前的精神病院住院治疗,而很少包括非临床环境中发生的风险因素,如监狱或紧急避难所。更好地了解有自杀风险的个体在系统层面上的遭遇,可以帮助我们更好地开展自杀预防工作。在费城,我们建立了一个社区层面的数据基础设施,其中包括自杀死亡记录、行为健康索赔、监禁事件、紧急住房事件和非自愿承诺请愿书,以检查更广泛的自杀风险因素。在这里,我们描述了数据基础设施的发展,介绍了费城自杀死亡的主要趋势,并针对符合医疗补助条件的人群,确定了自杀死者与行为健康、监禁和住房服务系统的互动是否比没有自杀的符合医疗补助条件的费城人更有可能。在 2003 年至 2018 年期间,符合医疗补助条件的个体中每年自杀死亡人数有所增加,部分原因是医疗补助资格发生了变化。与从未获得医疗补助的自杀死者相比,符合医疗补助条件的黑人和西班牙裔个体中自杀死亡人数不成比例地更多,而且这些人平均年龄更小。然而,当我们考虑到整个医疗补助人群的种族和族裔构成时,我们发现白人个体自杀的可能性是四倍,而亚洲人、黑人、西班牙裔和其他种族的个体自杀的可能性则较低。总体而言,58%的符合医疗补助条件并自杀死亡的个体至少有一次医疗补助资助的行为健康索赔,10%至少有一次紧急住房事件,25%至少有一次监禁事件,22%至少有一次非自愿承诺。通过开发一个可以纳入更广泛的自杀风险因素的数据基础设施,我们展示了社区如何利用行政数据来为自杀预防工作提供信息。我们的发现指出了在监狱和紧急避难所等非临床环境中进行自杀预防的必要性,并展示了医疗补助人群中自杀死亡的重要趋势。