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口服降糖药治疗患者电子健康记录数据的连续性和完整性:来自台湾医疗保健系统的研究结果。

Continuity and Completeness of Electronic Health Record Data for Patients Treated With Oral Hypoglycemic Agents: Findings From Healthcare Delivery Systems in Taiwan.

作者信息

Hsu Chien-Ning, Huang Kelly, Lin Fang-Ju, Ou Huang-Tz, Huang Ling-Ya, Kuo Hsiao-Ching, Wang Chi-Chuan, Toh Sengwee

机构信息

Department of Pharmacy, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung, Taiwan.

School of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan.

出版信息

Front Pharmacol. 2022 Apr 4;13:845949. doi: 10.3389/fphar.2022.845949. eCollection 2022.

Abstract

To evaluate the continuity and completeness of electronic health record (EHR) data, and the concordance of select clinical outcomes and baseline comorbidities between EHR and linked claims data, from three healthcare delivery systems in Taiwan. We identified oral hypoglycemic agent (OHA) users from the Integrated Medical Database of National Taiwan University Hospital (NTUH-iMD), which was linked to the National Health Insurance Research Database (NHIRD), from June 2011 to December 2016. A secondary evaluation involved two additional EHR databases. We created consecutive 90-day periods before and after the first recorded OHA prescription and defined patients as having continuous EHR data if there was at least one encounter or prescription in a 90-day interval. EHR data completeness was measured by dividing the number of encounters in the NTUH-iMD by the number of encounters in the NHIRD. We assessed the concordance between EHR and claims data on three clinical outcomes (cardiovascular events, nephropathy-related events, and heart failure admission). We used individual comorbidities that comprised the Charlson comorbidity index to examine the concordance of select baseline comorbidities between EHRs and claims. We identified 39,268 OHA users in the NTUH-iMD. Thirty-one percent ( = 12,296) of these users contributed to the analysis that examined data continuity during the 6-month baseline and 24-month follow-up period; 31% ( = 3,845) of the 12,296 users had continuous data during this 30-month period and EHR data completeness was 52%. The concordance of major cardiovascular events, nephropathy-related events, and heart failure admission was moderate, with the NTU-iMD capturing 49-55% of the outcome events recorded in the NHIRD. The concordance of comorbidities was considerably different between the NTUH-iMD and NHIRD, with an absolute standardized difference >0.1 for most comorbidities examined. Across the three EHR databases studied, 29-55% of the OHA users had continuous records during the 6-month baseline and 24-month follow-up period. EHR data continuity and data completeness may be suboptimal. A thorough evaluation of data continuity and completeness is recommended before conducting clinical and translational research using EHR data in Taiwan.

摘要

为评估台湾三个医疗保健提供系统中电子健康记录(EHR)数据的连续性和完整性,以及EHR与关联索赔数据之间特定临床结局和基线合并症的一致性。我们从台湾大学医院综合医学数据库(NTUH-iMD)中识别出2011年6月至2016年12月期间使用口服降糖药(OHA)的患者,该数据库与国民健康保险研究数据库(NHIRD)相关联。二次评估涉及另外两个EHR数据库。我们在首次记录的OHA处方前后创建连续90天的时间段,并将在90天间隔内至少有一次就诊或处方的患者定义为具有连续EHR数据。EHR数据完整性通过将NTUH-iMD中的就诊次数除以NHIRD中的就诊次数来衡量。我们评估了EHR与索赔数据在三种临床结局(心血管事件、肾病相关事件和心力衰竭入院)方面的一致性。我们使用构成Charlson合并症指数的个体合并症来检查EHR和索赔之间特定基线合并症的一致性。我们在NTUH-iMD中识别出39268名OHA使用者。这些使用者中的31%(=12296)参与了在6个月基线期和24个月随访期内检查数据连续性的分析;在这30个月期间,12296名使用者中的31%(=3845)具有连续数据,EHR数据完整性为52%。主要心血管事件、肾病相关事件和心力衰竭入院的一致性为中等,NTU-iMD捕捉到NHIRD中记录的结局事件的49%-55%。NTUH-iMD和NHIRD之间合并症的一致性差异很大,对于大多数检查的合并症,绝对标准化差异>0.1。在所研究的三个EHR数据库中,29%-55%的OHA使用者在6个月基线期和24个月随访期内具有连续记录。EHR数据的连续性和完整性可能不理想。建议在台湾使用EHR数据进行临床和转化研究之前,对数据的连续性和完整性进行全面评估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec6f/9015706/dad1144a68ea/fphar-13-845949-g001.jpg

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