Evidence map›Paper›PMID 42261572›Full record

ArticleJournal of Korean medical science2026

Influence of Digital Literacy on Digital Health Usage Intention Among Patients With Cancer and Healthcare Providers.

Hye Ri Kim, Hee Jun Kim, Eun-Seung Yu, Hwa Young Ahn, Byung Kwan Park, Min Kyoon Kim, Chung Ryul Oh, Dong Woog Yoon, Youngji Kwak, Yongho Noh and 2 more

Abstract read
In one paragraph

Article in Journal of Korean medical science, 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

12 authors.

Hye Ri KimDepartment of Psychiatry, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0000-0002-4147-4056
Hee Jun KimDepartment of Internal Medicine, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0000-0002-2388-0552
Eun-Seung YuDepartment of Counseling Psychology, Korea Cyber University, Seoul, Korea.ORCID https://orcid.org/0000-0001-7388-9195
Hwa Young AhnDepartment of Internal Medicine, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0000-0002-2737-6759
Byung Kwan ParkDepartment of Surgery, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0000-0002-2283-8483
Min Kyoon KimDepartment of Surgery, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0000-0002-1848-7801
Chung Ryul OhDepartment of Internal Medicine, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0000-0003-1788-4538
Dong Woog YoonDepartment of Thoracic and Cardiovascular Surgery, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0000-0003-3845-9151
Youngji KwakDepartment of Surgery, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0000-0001-5762-9027
Yongho NohDepartment of Internal Medicine, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0000-0002-6186-8095
Doug Hyun HanDepartment of Psychiatry, College of Medicine, Chung-Ang University, Seoul, Korea.ORCID https://orcid.org/0000-0002-8314-0767
Sun Mi KimDepartment of Psychiatry, College of Medicine, Chung-Ang University, Seoul, Korea. sunmikim706@gmail.com.ORCID https://orcid.org/0000-0003-4131-0542

Funding

Ministry of Health and Welfare RS-2023-CC139876
6 · The paper itself

Abstract

backgroundDigital health has revolutionized oncology care by offering educational content for informed decisions, facilitating health monitoring, and enhancing access to psychological support. Understanding digital literacy and the requirements of patients with cancer and healthcare providers (HCPs) are essential for developing effective digital health services. We explored the awareness of and demand for digital health and the factors influencing usage intention among patients with cancer and HCPs, focusing on digital literacy.

methodsThis cross-sectional study used data from the "Digital Health Awareness and Demand Survey," conducted between October 2023 and February 2024, involving 200 patients with cancer and 204 HCPs. We assessed digital health usage intention, awareness, understanding, and literacy. Digital literacy was measured using a self-assessment tool for Digital Literacy Competence (DLC). Hierarchical linear regression analysis determined the factors affecting digital health usage intentions.

resultsBoth patients with cancer and HCPs exhibited strong willingness to use digital health services, scoring 4.03 ± 0.90 and 3.98 ± 0.67, respectively, on a 1-5 Likert scale. High digital literacy was positively associated with the intention to use digital health (DH-Intention to use), especially DLC-Value among patients with cancer (

conclusionDigital literacy and understanding of digital health significantly affected the participants' willingness to use these services. Promoting digital literacy may encourage patients with cancer to adopt digital health, and its usefulness should be highlighted. HCPs can benefit from comprehensive education and training by integrating digital health into their specialties and practices.

Indexed as

Computer LiteracyHealth LiteracyHealth PersonnelNeoplasmsAdultAgedCross-Sectional StudiesDigital HealthFemaleHealth Knowledge, Attitudes, PracticeHumansIntentionMaleMiddle AgedSurveys and QuestionnairesCancerDigital HealthEducationHealthcare ProvidersHealth Services NeedsLiteracy

Identifiers

PMID42261572
PMCPMC13247644

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.