Evidence map›Paper›PMID 42077551›Full record

ArticleOpen research Europe2026

Advancing digital health literacy in cancer care: Recommendations from two nominal group technique workshops in the TRANSiTION project.

David Liñares, Noemí López-Rey, Andreas Charalambous, Constantina Cloconi, Dimitrios Protogiros, Efthyvoulos Kyriacou, Iolie Nicolaidou, Nikolina Dodlek, Theologia Tsitsi, Álvaro Jimber and 2 more

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

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

12 authors.

David LiñaresAvalia-t, Galician Agency for Health Technology Assessment, Santiago de Compostela, Galicia, Spain.ORCID https://orcid.org/0000-0003-4751-241X
Noemí López-ReyI-Saúde Group, Galicia Sur Health Research Institute, Vigo, Galicia, Spain.
Andreas CharalambousCyprus University of Technology, Limassol, Cyprus.ORCID https://orcid.org/0000-0003-4050-031X
Constantina CloconiCyprus University of Technology, Limassol, Cyprus.
Dimitrios ProtogirosCyprus University of Technology, Limassol, Cyprus.ORCID https://orcid.org/0009-0001-6002-4587
Efthyvoulos KyriacouCyprus University of Technology, Limassol, Cyprus.ORCID https://orcid.org/0000-0002-4589-519X
Iolie NicolaidouCyprus University of Technology, Limassol, Cyprus.ORCID https://orcid.org/0000-0002-8267-0328
Nikolina DodlekCyprus University of Technology, Limassol, Cyprus.ORCID https://orcid.org/0000-0002-0534-721X
Theologia TsitsiCyprus University of Technology, Limassol, Cyprus.ORCID https://orcid.org/0000-0002-9143-1716
Álvaro JimberEuropean Cancer Organisation, Brussels, Belgium.ORCID https://orcid.org/0009-0008-4223-0572
Norbert CouespelEuropean Cancer Organisation, Brussels, Belgium.
Ana ClaveríaI-Saúde Group, Galicia Sur Health Research Institute, Vigo, Galicia, Spain.ORCID https://orcid.org/0000-0001-9552-1260

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Cancer is a major cause of mortality and morbidity in Europe, with increasing focus on integrating digital health tools to ensure safe, patient-centred, and equitable oncology care. However, gaps in digital health literacy among healthcare professionals limit the effective use of these innovations. In response to these challenges, the TRANSiTION project was launched to develop a comprehensive training framework in digital health literacy for the oncology workforce. Within this framework, the present study aimed to identify and prioritise the digital health literacy training needs of clinical and non-clinical cancer care professionals across Europe. Methods: This qualitative study used the Nominal Group Technique (NGT) within two user experience (UX) design workshops. A total of 44 professionals participated, purposively sampled to capture diverse expertise in oncology and digital health. The first workshop (n = 34) was composed predominantly of non-clinical professionals, while the second (n = 10) involved mainly clinical professionals directly engaged in cancer care. Recommendations generated during the workshops were analysed descriptively, and participant contributions were consolidated in real time to support the identification and prioritisation of training needs. Results: Across both workshops, five shared priorities were highlighted: (1) ethics, particularly data protection, trust, and responsible use of digital tools; (2) integration of telemedicine to empower patients, provided it fosters safety and confidence; (3) development of user-friendly, accessible, and adaptable training interfaces; (4) addressing the digital divide, especially for rural populations, older adults, and low-resource regions; and (5) continuous training for cancer professionals, with formal recognition of digital skills as core competencies. Conclusions: This study identified actionable priorities to guide the development of a digital health literacy training framework for oncology professionals. Embedding ethics, usability, equity, and continuous training into professional development can strengthen workforce readiness, enhance patient empowerment, and improve outcomes across Europe. These findings provide a foundation for the TRANSiTION framework and for future strategies to integrate digital health literacy into cancer care.

Indexed as

Digital HealthHealth EquityHealth LiteracyHealth PersonnelNeoplasmsProfessional CompetenceTelemedicine

Identifiers

PMID42077551
PMCPMC13133620

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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.