Szymański Piotr, Weidinger Franz, Lordereau-Richard Isabelle, Himmelmann Anders, Arca Marcello, Chaves Jose, Lee Charles, Jonker Carla, Kotecha Dipak, O'Kelly James, Plueschke Kelly, Ryś Andrzej, Segec Andrej, Wallentin Lars, Veltrop Rogier, James Stefan
Clinical Cardiology Department, National Institute of Medicine MSWiA, Warsaw, Poland.
Center for Postgraduate Medical Education, Warsaw, Poland.
Eur Heart J Qual Care Clin Outcomes. 2023 Feb 28;9(2):109-118. doi: 10.1093/ehjqcco/qcad009.
Real world data (RWD) refers to healthcare information that is routinely collected in electronic healthcare records (EHR), hospital and pharmacy records, patient and disease registries, and health insurance databases. The collection and analysis of this vast amount of data is an important complement to that obtained from conventional randomised controlled trials (RCT). Real world data has been used for healthcare quality improvements, to conduct clinical trials, to support drug and device development, and to inform medical guidelines. The utility of RWD may be facilitated by common data models, which standardise format and content, and allow data from different health systems to be analysed together. The European Society of Cardiology (ESC) supports the use of RWD in collaboration with national cardiac societies, regulatory authorities, and industry to encourage continuous quality of care improvements at the hospital and country level, to conduct registry-based randomised clinical trials (R-RCT) and to facilitate safety surveillance of novel drugs and devices. The European Medicines Agency (EMA) is developing systems and processes to enable the use of RWD that can help in trial planning, defining clinical contexts, and enhancing outcome assessments. RWD can also contribute to the measurement of the impact of regulatory actions, such as contraindications or restriction of indications by looking at medicines use patterns over time across European Member States. A number of other initiatives from the European Commission and the EMA are underway to strengthen the EU's health security framework, and foster the collection and utilisation of RWD.
真实世界数据(RWD)是指在电子健康记录(EHR)、医院和药房记录、患者和疾病登记处以及健康保险数据库中常规收集的医疗保健信息。对这些海量数据的收集和分析是对传统随机对照试验(RCT)所获数据的重要补充。真实世界数据已被用于改善医疗质量、开展临床试验、支持药物和器械研发以及为医学指南提供信息。通用数据模型可能会促进真实世界数据的效用,通用数据模型可使格式和内容标准化,并允许对来自不同卫生系统的数据进行综合分析。欧洲心脏病学会(ESC)支持与各国心脏病学会、监管机构和行业合作使用真实世界数据,以鼓励在医院和国家层面持续改善医疗质量,开展基于登记处的随机临床试验(R-RCT)并促进对新型药物和器械的安全监测。欧洲药品管理局(EMA)正在开发相关系统和流程,以启用可有助于试验规划、定义临床背景以及加强结果评估的真实世界数据。通过观察欧洲各成员国随时间推移的药品使用模式,真实世界数据还可有助于衡量监管行动的影响,如禁忌症或适应症限制。欧盟委员会和EMA正在开展一些其他举措,以加强欧盟的卫生安全框架,并促进真实世界数据的收集和利用。