Evidence map›Paper›PMID 40926482›Full record

ArticleEuropean journal of public health2025

Shaping the future EHDS: recommendations for implementation of Health Data Access Bodies in the HealthData@EU infrastructure for secondary use of electronic health data.

Lise S Svingel, Caroline E Jensen, Gitte F Kjeldsen, Maria H Pedersen, Dipak Kalra, Christian F Christiansen, Katrine H Vad

Abstract read
In one paragraph

Article in European journal of public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Lise S SvingelDepartment of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Aarhus, Denmark.ORCID 0000-0002-4938-037X
Caroline E JensenCentral Denmark EU Office, Brussels, Belgium.
Gitte F KjeldsenDepartment of Innovation and International Affairs, Aarhus University Hospital, Aarhus, Denmark.
Maria H PedersenCentral Denmark EU Office, Brussels, Belgium.
Dipak KalraThe European Institute for Innovation through Health Data, Gent, Belgium.
Christian F ChristiansenDepartment of Clinical Epidemiology, Department of Clinical Medicine, Aarhus University and Aarhus University Hospital, Aarhus, Denmark.ORCID 0000-0002-0727-953X
Katrine H VadDanish Health Data Authority, Copenhagen, Denmark.

Funding

European UnionEuropean Union as part of the HealthData@EU Pilot 101079839
6 · The paper itself

Abstract

European Union (EU) Member States face challenges in using health data for secondary purposes, constrained by inconsistent digital health systems and limited cross-border sharing. One aim of the European Health Data Space (EHDS) is to facilitate secondary health data use through the HealthData@EU infrastructure and Health Data Access Bodies (HDABs). This article provides recommendations essential for HDAB implementation, informed by the HealthData@EU Pilot project. From October 2022 to December 2024, Work Package 4 gathered insights from the HealthData@EU Pilot project, including from technical work packages and use cases, and complementary insights from the members of the HDABs Community of Practice and the External Advisory Board. Data collection involved workshops, interviews, and questionnaires, with thematic analysis guided by the EHDS user journey and the World Health Organization's National eHealth Strategy Toolkit. Recommendations cover infrastructure, services, and interoperability. Each Member State should designate HDABs to manage secondary health data use and facilitate cross-border access. National infrastructure components deployed by HDABs and National Contact Points and a metadata catalogue compliant with the newly developed HealthDCAT-AP specification are advised to support data discovery, with a common data access application form to streamline the data permit application process. Harmonized validation procedures are recommended for ensuring high data quality and semantic interoperability. Implementation of HDABs within the HealthData@EU infrastructure represents an important step towards accessible health data for secondary use across the EU. Effective implementation requires collaboration at both national and EU level, addressing remaining ambiguities for HDAB functionality within the EHDS framework.

Indexed as

Electronic Health RecordsEuropean UnionHumansPilot Projects

Identifiers

PMID40926482
PMCPMC12420904

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.