Evidence map›Paper›PMID 41811101›Full record

ArticleJMIR cancer2026

Exploring the Readiness for Digital Health Literacy Transformation and Intervention Preferences From the Perspectives of Patients With Cancer, Caregivers, and Health Care Professionals: Qualitative Interview Study.

Hind Mohamed, Turki Alanzi, Jon Salsberg, Mudathir Mohamed, Dervla Kelly

Abstract read
In one paragraph

Article in JMIR cancer, 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

5 authors.

Hind MohamedFaculty of Education and Health Sciences, School of Medicine, University of Limerick, Henry Street, Limerick, V94 T9PX, Ireland.ORCID 0000-0002-2564-5935
Turki AlanziHealth Information Management and Technology Department, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia.ORCID 0000-0001-6598-1274
Jon SalsbergFaculty of Education and Health Sciences, School of Medicine, University of Limerick, Henry Street, Limerick, V94 T9PX, Ireland.ORCID 0000-0003-2010-3691
Mudathir MohamedEmergency Medicine Department, E1 Health Cluster, King Fahad Specialist Hospital, Dammam, Saudi Arabia.ORCID 0009-0004-4331-6555
Dervla KellyFaculty of Education and Health Sciences, School of Medicine, University of Limerick, Henry Street, Limerick, V94 T9PX, Ireland.ORCID 0000-0001-9836-5400

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Technology is changing the way the world communicates and how we learn, remember, and transform information. The ascendancy of the internet has dramatically altered the landscape of health information access and seeking behaviors. This transformation is embodied by the concept of digital health literacy (DHL) and the need for interventions that improve DHL. Objective: This study aims to explore readiness for DHL transformation and intervention preferences from the perspectives of patients with cancer, caregivers, and health care professionals. Methods: We conducted semistructured telephone and on-site interviews with 19 patients with cancer, 6 caregivers, and 10 oncology health care professionals. Purposive sampling was used to recruit the participants. We followed the 7 stages of the Framework Method analysis: transcription, familiarization with the interview, coding, developing a working analytical framework, applying the analytical framework, charting the data into the framework matrix, and interpreting the data. This was used to investigate participants' beliefs about technology adoption, their preferences for DHL training, and the facilitating conditions for adopting such training. We used a hybrid deductive-inductive approach to data analysis, starting with a priori themes and allowing emergent themes to develop as the analysis progressed. The Unified Theory of Acceptance and Use of Technology informed our data generation and analysis. Results: The following 6 themes emerged from the analysis: introducing technology-driven solutions, simplifying technology training materials, providing user-friendly training materials, patient-centered care, partnership, and addressing cultural and linguistic barriers. We found that patients with cancer and caregivers were self-sufficient and motivated to use new technology to improve their DHL; however, health care professionals were concerned about the reliability of online information. By mapping interview themes to the Unified Theory of Acceptance and Use of Technology, we identified specific recommendations for the creation of a DHL intervention: content should be concise, easy to understand, and web-based; content should include training on how to identify reliable cancer information; patients would like to be involved in content creation in addition to medical and government stakeholders; and content should be accessible in multiple languages. Conclusions: Patients with cancer and their caregivers were motivated to use modern technology to improve cancer DHL, despite the quality issues raised by health care professionals. The participants' preferences regarding DHL training align with the innovative microlearning pedagogy. Microlearning could leverage technology to deliver tailored DHL training for patients with cancer. Collaboration with multiple medical and nonmedical stakeholders could facilitate the delivery of cancer DHL training. Future work should focus on designing and assessing the feasibility of implementing a microlearning-based DHL training program that involves end users and diverse stakeholders.

Indexed as

CaregiversHealth LiteracyHealth PersonnelNeoplasmsAdultAgedDigital HealthFemaleHumansInterviews as TopicMaleMiddle AgedQualitative Researchdigital healthdigital health literacyeHealthinternetinterventionmHealthmicrolearningmicrolearning-basedmobile healthSaudi Arabiatraining

Identifiers

PMID41811101
PMCPMC12977330

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.