Evidence map›Paper›PMID 41438153›Full record

ArticleFrontiers in medicine2025

The challenges of national health data ecosystems in feeding the European health data space: the Italian example.

Ylenia Murgia, Roberta Gazzarata, Mario Ciampi, Mario Sicuranza, Franco Cirillo, Christian Esposito, Norbert Maggi, Gabriella Balestra, Lucia Sacchi, Mauro Giacomini

Abstract read
In one paragraph

Article in Frontiers in medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

10 authors.

Ylenia MurgiaDepartment of Informatics, Bioengineering, Robotics and System Engineering (DIBRIS), University of Genoa, Genoa, Italy.
Roberta GazzarataHealthropy, Savona, Italy.
Mario CiampiHL7 Italy, Rome, Italy.
Mario SicuranzaHL7 Italy, Rome, Italy.
Franco CirilloDepartment of Computer Science, University of Salerno, Fisciano, Italy.
Christian EspositoDepartment of Computer Science, University of Salerno, Fisciano, Italy.
Norbert MaggiDepartment of Informatics, Bioengineering, Robotics and System Engineering (DIBRIS), University of Genoa, Genoa, Italy.
Gabriella BalestraPoliToBIOMedLab, Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy.
Lucia SacchiItalian Scientific Society of Biomedical Informatics (SIBIM), Pavia, Italy.
Mauro GiacominiDepartment of Informatics, Bioengineering, Robotics and System Engineering (DIBRIS), University of Genoa, Genoa, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The European Health Data Space (EHDS) is an European Union (EU) initiative, aimed at helping facilitate the secure and standardized sharing of health data to improve continuity of care, research and innovation. However, the successful implementation of such an ecosystem requires the active participation and cooperation of EU Member States (MS), each of which needs to adapt its local health data infrastructure to meet the requirements at the European level. The specific characteristics of the various European countries, such as size, number of citizens, and internal organization greatly influence the ease with which a country can integrate its health data structure into this supra-national system. States with higher levels of local autonomy are experiencing significant challenges in this process. For instance, the Italian National Healthcare System (NHS) is highly decentralized, with significant variability among regions and localities. This fragmentation raises problems for health data sharing and the integration of the Italian health ecosystem into the broader EHDS framework. This paper explores Italy's organizational and regulatory challenges, the technical barriers to interoperability, and the implications of data sharing in a decentralized environment. Moreover, by examining key Italian projects, such as Digital Health Solutions in Community Medicine (DHEAL-COM), and the tools developed by Standards Developing Organizations (SDOs) and affiliated bodies, such as Health Level 7 (HL7) Europe and Italy, the paper identifies successful initiatives and proposes strategies to overcome existing obstacles, also including security and privacy aspects of healthcare data.

Indexed as

DHEAL-COMElectronic Health RecordEuropean Health Data SpaceGeneral Data Protection Regulationhealth information infrastructureHL7 Fast Healthcare Interoperability ResourcesinteroperabilityObservational Medical Outcomes Partnership

Identifiers

PMID41438153
PMCPMC12719427

What OpenQuestion holds

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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.