Durham Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham VA Health System, Durham, North Carolina, USA.
Duke-Margolis Center for Health Policy, Duke University, Durham, North Carolina, USA.
J Pain Symptom Manage. 2021 Sep;62(3):e200-e205. doi: 10.1016/j.jpainsymman.2021.03.005. Epub 2021 Mar 12.
Although health systems need to track utilization and mortality, it can be difficult to obtain reliable information on patients who die outside of the health system. This leads to missing data and introduces the potential for bias.
To evaluate the linkage of patient death data sources with a tertiary health system electronic health record (EHR) to increase the accuracy of health system end-of-life healthcare utilization data in the last month and six months of life.
The federal Death Master File (DMF) and North Carolina Department of Health and Human Services (NC DHHS) decedent files from 2017 and 2018 were linked to a health system EHR. Descriptive statistics and chi-square tests were utilized to define impact of additional data sources with demographic data and end-of-life utilization.
A total of 65,935 patient deaths were identified through our multi-step data integration process. Approximately a quarter of patients (28.3%) had at least one inpatient or outpatient health system encounter in the last six months of life. Of these, patient deaths identified only in the NC DHHS file were less likely (OR 0.45 [95%CI 0.39-0.52]) to be hospitalized in the last month of life.
We describe a method to supplement EHR data with decedent information across data sources. While additional decedent data improves the accuracy of death data in the health system, patient healthcare utilization is biased towards those who use the health system at the end of life.
尽管卫生系统需要跟踪利用率和死亡率,但要获得在卫生系统之外死亡的患者的可靠信息可能很困难。这会导致数据缺失,并引入潜在的偏差。
评估患者死亡数据源与三级卫生系统电子健康记录(EHR)的关联,以提高卫生系统生命末期医疗保健利用数据的准确性,即在生命的最后一个月和最后六个月。
将联邦死亡主文件(DMF)和北卡罗来纳州卫生与公众服务部(NC DHHS)2017 年和 2018 年的死者档案与卫生系统 EHR 进行了关联。利用描述性统计和卡方检验来定义额外数据源与人口统计数据和生命末期利用的影响。
通过我们的多步骤数据集成过程,共确定了 65935 名患者死亡。大约四分之一的患者(28.3%)在生命的最后六个月中有至少一次住院或门诊卫生系统就诊。在这些患者中,仅在 NC DHHS 档案中确定的患者死亡,其在生命最后一个月住院的可能性较小(OR 0.45 [95%CI 0.39-0.52])。
我们描述了一种利用跨数据源的死者信息补充 EHR 数据的方法。虽然额外的死者数据提高了卫生系统中死亡数据的准确性,但患者的医疗保健利用偏向于那些在生命末期使用卫生系统的人。