Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK.
Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.
Eur Heart J. 2022 Jun 14;43(23):2185-2195. doi: 10.1093/eurheartj/ehac151.
Standardized data definitions are essential for assessing the quality of care and patient outcomes in observational studies and randomized controlled trials. The European Unified Registries for Heart Care Evaluation and Randomized Trials (EuroHeart) project of the European Society of Cardiology (ESC) aims to create contemporary pan-European data standards for cardiovascular diseases, including heart failure (HF). We followed the EuroHeart methodology for cardiovascular data standard development. A Working Group including experts in HF registries, representatives from the Heart Failure Association of the ESC, and the EuroHeart was formed. Using Embase and Medline (2016-21), we conducted a systematic review of the literature on data standards, registries, and trials to identify variables pertinent to HF. A modified Delphi method was used to reach a consensus on the final set of variables. For each variable, the Working Group developed data definitions and agreed on whether it was mandatory (Level 1) or additional (Level 2). In total, 84 Level 1 and 79 Level 2 variables were selected for nine domains of HF care. These variables were reviewed by an international Reference Group with the Level 1 variables providing the dataset for registration of patients with HF on the EuroHeart IT platform. By means of a structured process and interaction with international stakeholders, harmonized data standards for HF have been developed. In the context of the EuroHeart, this will facilitate quality improvement, international observational research, registry-based randomized trials, and post-marketing surveillance of devices and pharmacotherapies across Europe.
标准化的数据定义对于评估观察性研究和随机对照试验中的护理质量和患者结局至关重要。欧洲心脏病学会 (ESC) 的欧洲统一心脏护理评估和随机试验注册中心 (EuroHeart) 项目旨在为心血管疾病,包括心力衰竭 (HF) 创建当代泛欧数据标准。我们遵循 EuroHeart 的心血管数据标准制定方法。成立了一个工作组,其中包括心力衰竭注册中心的专家、ESC 心力衰竭协会的代表以及 EuroHeart 的代表。使用 Embase 和 Medline(2016-21 年),我们对数据标准、注册中心和试验的文献进行了系统回顾,以确定与 HF 相关的变量。使用改良 Delphi 方法就最终变量集达成共识。对于每个变量,工作组都制定了数据定义,并就其是否为强制性(级别 1)或附加性(级别 2)达成一致。共有 84 个级别 1 和 79 个级别 2 变量被选为 HF 护理的九个领域。国际参考小组对这些变量进行了审查,其中级别 1 变量为在 EuroHeart IT 平台上注册 HF 患者提供了数据集。通过一个结构化的流程和与国际利益相关者的互动,已经为 HF 制定了协调一致的数据标准。在 EuroHeart 的背景下,这将促进欧洲的质量改进、国际观察性研究、基于注册的随机试验以及设备和药物治疗的上市后监测。