Evidence map›Paper›PMID 42079468›Full record

ArticleFrontiers in health services2026

Trust and trade: patient perspectives on the ethics of real-world data monetisation.

Alexandros Sagkriotis

Abstract read
In one paragraph

Article in Frontiers in health services, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

1 author.

Alexandros SagkriotisIndependent Consultant in Real-World Evidence and Health Data Science, Helios Academy Limited | Where Science Meets Compassion, London, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Real-world data (RWD) and real-world evidence (RWE) are increasingly used to inform regulatory decisions, health technology assessment, and health system planning. However, patients whose data underpin these activities often experience limited transparency or benefit when their information is monetised. While regulatory and HTA frameworks emphasise methodological rigor and analytical transparency, they provide limited guidance on fairness, reciprocity, and legitimacy from a patient perspective. This Policy Brief examines this governance gap and argues that evidence integrity must extend beyond technical standards to include ethical stewardship and public trust. Drawing on policy contexts from UK, EU, and North America, it proposes five pragmatic safeguards to strengthen transparency, accountability, and patient-centred governance in secondary data use, supporting the sustainability and legitimacy of RWE infrastructures as data initiatives expand.

Indexed as

consentdata monetisationethicsevidence integritygovernancepatient trustreal-world data (RWD)real-world evidence (RWE)

Identifiers

PMID42079468
PMCPMC13132845

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.