Evidence map›Paper›PMID 42718486›Full record

ArticleOpen research Europe2026

Mapping Non-Monetary Values in Data Sharing: Development and Validation of an SSH Framework Across Sectors.

Margit Hofer, Daniela Fuchs, Eduardo Vyhmeister, Agnieszka Rausch

Abstract read
In one paragraph

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

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0citing papers in PubMed
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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

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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

4 authors.

Margit HoferTechnology and Knowledge, Centre of Social Innovation, Vienna, Vienna, 1150, Austria.ORCID https://orcid.org/0000-0002-2222-5150
Daniela FuchsTechnology and Knowledge, Centre of Social Innovation, Vienna, Vienna, 1150, Austria.
Eduardo VyhmeisterInsight Centre for Data Analytics, University College Cork, Cork, County Cork, Western Gateway Building, Ireland.
Agnieszka RauschSupercomputing and Networking Centre, Poznan Supercomputing and Networking Center, 10-Poznań, Greater Poland Voivodeship, 61-139, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Data sharing is increasingly recognised as essential for innovation, sustainability, and resilience in Europe. However, existing frameworks primarily focus on technical and economic aspects, neglecting non-monetary values such as trust, ethics, cultural readiness, and organisational capacity. This study addresses this gap through the development and validation of a Social Sciences and Humanities (SSH) Framework for Data Sharing. Methods: A foresight-oriented, multi-method design combined a systematic literature review, interviews across six European pilots, and participatory foresight activities including visioning, backcasting, and feasibility assessment. Results: The analysis identified eleven SSH dimensions shaping data sharing: societal, ecological, security, scientific-research, macro-economic, customer-business, policy, ethics, cultural, organisational, and regulatory. Ethics, policy alignment, and scientific-research dimensions showed the highest feasibility across sectors, while cultural and societal dimensions consistently presented the greatest implementation challenges. Conclusions: The SSH Framework offers an empirically grounded tool for designing inclusive and human-centric data governance. The results indicate strong alignment with EU data policy frameworks while revealing persistent sociocultural barriers. The Framework supports policy design by identifying priority areas for regulation, governance development, and capacity building at the EU, sectoral, and organisational levels, thereby contributing to the EU ambition of trustworthy and socially sustainable data spaces.

Indexed as

Data GovernanceData SharingEU Data PolicyEuropean Data SpacesNon-Monetary ValuesSocial Sciences and Humanities (SSH)

Identifiers

PMID42718486
PMCPMC13550886

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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.