Department of Medical Sciences, Cardiology and Uppsala Clinical Research Center, Uppsala University, Uppsala Science Park, Hubben, Dag Hammarskjölds väg 38, 751 85 Uppsala, Sweden.
Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds Institute for Data Analytics, University of Leeds, and Department of Cardiology, Leeds Teaching Hospitals NHS Trust, Leeds, UK.
Eur Heart J Qual Care Clin Outcomes. 2023 Feb 28;9(2):161-168. doi: 10.1093/ehjqcco/qcab052.
Data standards are consensual specifications for the representation of data arising from different sources. If provided with internationally harmonized variables, permissible values, and clinical definitions, they have the potential to enable reliable between- and within-country analysis of care and outcomes. The European Unified Registries for Heart Care Evaluation and Randomised Trials (EuroHeart) is a European Society of Cardiology project that allows participating countries to collect patient data to undertake quality improvement, observational studies, drug and device surveillance, and registry-based randomized controlled trials for cardiovascular conditions. This paper describes the methodology for development of harmonized data standards for EuroHeart.
We adopted a five-step process for the development of harmonized data standards. The process includes (i) identification of clinical domains for data standard development by evaluating specific cardiovascular conditions with high prevalence and opportunities for quality improvement; (ii) construction of data standard specifications by systematic review of the literature; (iii) selection of variables by a domain-specific Working Group using a modified Delphi method; (iv) validation of data standards by a domain-specific Reference Group; and (v) implementation of the developed data standards into an IT platform.
This paper describes the approach adopted by EuroHeart for the development of clinical data standards for cardiovascular disease. The methodology has been developed and is used by EuroHeart to create a suite of international data standards for cardiovascular diseases. The EuroHeart data standards may be used to systematically capture individual patient data about clinical care and for research.
数据标准是针对不同来源数据表示的共识规范。如果提供国际协调一致的变量、允许的值和临床定义,它们有可能实现护理和结果在国家间和国家内的可靠分析。欧洲心脏护理评估和随机试验统一登记处(EuroHeart)是欧洲心脏病学会的一个项目,允许参与国家收集患者数据,以进行质量改进、观察性研究、药物和设备监测以及基于登记的心血管疾病随机对照试验。本文介绍了为 EuroHeart 制定协调一致的数据标准的方法学。
我们采用了一个五步流程来制定协调一致的数据标准。该流程包括:(i)通过评估具有高患病率和质量改进机会的特定心血管疾病,确定数据标准开发的临床领域;(ii)通过文献系统回顾构建数据标准规范;(iii)通过特定领域工作组使用改良 Delphi 方法选择变量;(iv)通过特定领域参考小组验证数据标准;以及(v)将开发的数据标准实施到 IT 平台中。
本文介绍了 EuroHeart 为心血管疾病制定临床数据标准所采用的方法。该方法学已被 EuroHeart 开发并用于创建一套心血管疾病的国际数据标准。EuroHeart 数据标准可用于系统地收集关于临床护理的个体患者数据以及用于研究。