The European Health Data Space: Unlocking the power of health data

IF 4.3 2区 医学 Q1 CLINICAL NEUROLOGY
Sofie De Broe, Nick Marly
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引用次数: 0

Abstract

In today's healthcare landscape, data are no longer just a by-product of treatment but a vital asset. Health data can transform research, improve outcomes, and guide policy, but only if they are accessible, high-quality, secure, and used ethically. The European Health Data Space (EHDS) stands at the center of this transformation. It focuses on making health data available for primary as well as secondary use, allowing data that were originally collected for care to also benefit research, innovation, and policy-making. European Union (EU) member states must create national data catalogues where researchers can explore a comprehensive overview of available data sets from hospitals, insurers, public institutions, and citizen science projects. These catalogues help researchers find and request data more easily, even discovering data sets they had not initially considered. This boosts ongoing projects, inspires new ideas, and fosters collaboration across disciplines.

By supporting open data policies and the FAIR principles (Findable, Accessible, Interoperable, and Reusable),1 the EHDS encourages ethical and efficient reuse of data. Reducing redundant data collection saves time and resources. Linking data sets from different sources allows researchers to conduct richer, more nuanced analyses, revealing insights that would remain hidden in isolated data sets, such as environmental data. Specific efforts are made to obtain structured data from free text documents such as reports and protocols (e.g. with artificial intelligence [AI] tools).

Yet data access is not only a technical issue; it is also legal and political. Existing legislation can unintentionally block access to data that could be crucial for public health research. In Belgium, the Health Data Agency (HDA) was established to support and safeguard responsible data use in line with EHDS goals. Belgium's HDA promotes legal reforms that remove such barriers while protecting privacy and ethical standards.2 Member states should recognize health research as a public good and align with EU statistical standards, encouraging public bodies to release valuable data sets for research use.

Efficient data access must also be well-managed. The EHDS requires efficient handling of data access applications and data requests (anonymized data to the level of statistical usage only). Member states should prioritize applications that address urgent national and EU health challenges, such as chronic disorders, health inequalities, or digital transformation. This requires transparent and inclusive collaboration among stakeholders to ensure that data usage is rooted in public interest and patient needs.

Building a robust health data system also demands coordinated efforts across national and European levels. The EHDS requires each member state to create at least one health data access body responsible for granting permits, ensuring data security, and maintaining quality standards (https://health.ec.europa.eu/ehealth-digital-health-and-care/ehds-action/projects-supporting-ehds/health-data-access-bodies-community-practice_en). Belgium's model, combining national oversight through the HDA with hospital-led initiatives, is emerging as a strong example of how to coordinate across levels of governance.

AI is a major area where health data can drive innovation.3, 4 AI tools can detect illness earlier, personalize treatment, and improve resource use. But for this to work, consistent coding and interoperability standards are essential so researchers can access usable, compatible data. In Belgium, the HDA Academy provides training and tools to support these developments and build needed skills.

None of this works without trust. People must trust that their data are handled securely and with transparency. The EHDS emphasizes data quality, validation, and openness to ensure that researchers use reliable data and that citizens understand how and why their data is used. Trust also means participation. The concept of ‘data solidarity’ recognizes that just as people contribute to healthcare through taxes, they also contribute through their data. These data should serve the public interest, not be monopolized by private actors.

We are at a critical juncture in health policy. Data can reshape how we prevent, diagnose, and treat disease,5 but only if we invest in systems that ensure responsible access and use. The EHDS with the Belgian HDA is doing just that, coordinating across governments, empowering researchers, protecting patients, and driving innovation.

欧洲健康数据空间:释放健康数据的力量。
在当今的医疗保健领域,数据不再只是治疗的副产品,而是一项至关重要的资产。卫生数据可以改变研究、改善成果并指导政策,但前提是这些数据必须易于获取、高质量、安全并合乎道德地使用。欧洲健康数据空间(EHDS)处于这一转变的中心。它侧重于提供卫生数据供初级和二级使用,使最初为保健收集的数据也有利于研究、创新和决策。欧洲联盟(EU)成员国必须创建国家数据目录,研究人员可以在其中探索来自医院、保险公司、公共机构和公民科学项目的可用数据集的全面概述。这些目录帮助研究人员更容易地找到和请求数据,甚至发现他们最初没有考虑过的数据集。这可以促进正在进行的项目,激发新的想法,并促进跨学科的合作。通过支持开放数据政策和FAIR原则(可查找、可访问、可互操作和可重用),EHDS鼓励道德和有效地重用数据。减少冗余数据收集,节省时间和资源。将来自不同来源的数据集连接起来,使研究人员能够进行更丰富、更细致的分析,揭示出可能隐藏在孤立数据集(如环境数据)中的见解。从报告和协议等自由文本文档(例如使用人工智能[AI]工具)中获取结构化数据做出了具体努力。然而,数据访问不仅仅是一个技术问题;这也是法律上和政治上的。现有立法可能无意中阻碍对公共卫生研究至关重要的数据的获取。在比利时,设立了卫生数据局(HDA),以支持和保障按照卫生数据安全系统的目标负责任地使用数据。比利时的HDA促进法律改革,消除这些障碍,同时保护隐私和道德标准成员国应认识到卫生研究是一项公益事业,并与欧盟统计标准保持一致,鼓励公共机构发布有价值的数据集供研究使用。有效的数据访问也必须得到良好的管理。EHDS要求有效地处理数据访问应用程序和数据请求(仅在统计使用级别上匿名数据)。成员国应优先考虑解决国家和欧盟紧急卫生挑战的申请,如慢性病、卫生不平等或数字化转型。这需要利益攸关方之间进行透明和包容的合作,以确保数据使用植根于公共利益和患者需求。建立健全的卫生数据系统还需要在国家和欧洲各级协调努力。EHDS要求每个成员国创建至少一个健康数据访问机构,负责授予许可、确保数据安全和维护质量标准(https://health.ec.europa.eu/ehealth-digital-health-and-care/ehds-action/projects-supporting-ehds/health-data-access-bodies-community-practice_en)。比利时的模式将通过HDA进行的国家监督与医院主导的举措相结合,正在成为如何在各级治理之间进行协调的有力范例。人工智能是健康数据可以推动创新的一个主要领域。人工智能工具可以更早地发现疾病,个性化治疗,并改善资源利用。但要实现这一点,一致的编码和互操作性标准至关重要,这样研究人员才能访问可用的、兼容的数据。在比利时,HDA学院提供培训和工具,以支持这些发展和培养所需的技能。没有信任,这一切都无法实现。人们必须相信他们的数据被安全透明地处理。EHDS强调数据质量、有效性和开放性,以确保研究人员使用可靠的数据,并确保公民了解他们的数据如何以及为什么被使用。信任也意味着参与。“数据团结”的概念认识到,正如人们通过税收为医疗保健做出贡献一样,他们也通过自己的数据做出贡献。这些数据应该服务于公共利益,而不是由私人行为者垄断。我们正处于卫生政策的关键时刻。数据可以重塑我们预防、诊断和治疗疾病的方式,但前提是我们投资于确保负责任的获取和使用的系统。与比利时HDA合作的EHDS正在这样做,跨政府协调,赋予研究人员权力,保护患者,并推动创新。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.80
自引率
13.20%
发文量
338
审稿时长
3-6 weeks
期刊介绍: Wiley-Blackwell is pleased to publish Developmental Medicine & Child Neurology (DMCN), a Mac Keith Press publication and official journal of the American Academy for Cerebral Palsy and Developmental Medicine (AACPDM) and the British Paediatric Neurology Association (BPNA). For over 50 years, DMCN has defined the field of paediatric neurology and neurodisability and is one of the world’s leading journals in the whole field of paediatrics. DMCN disseminates a range of information worldwide to improve the lives of disabled children and their families. The high quality of published articles is maintained by expert review, including independent statistical assessment, before acceptance.
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