Evidence map›Paper›PMID 42335464›Full record

ArticleJMIR nursing2026

Digital Health Literacy and Attitudes Toward Telehealth Use in Practice Among Nursing Students in Saudi Arabia: Cross-Sectional Study.

Muna Alharbi, Ahmed S Alharthi, Abdulrahman A Azab, Renad Alharthi

Abstract read
In one paragraph

Article in JMIR nursing, 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.

Muna AlharbiCommunity Nursing and Healthcare Department, Faculty of Nursing, Umm Al-Qura University, Al-Abdiyyah Campus, Taif Road, Makkah, 24381, Saudi Arabia.ORCID http://orcid.org/0000-0001-5854-771X
Ahmed S AlharthiEast Hawiyah Primary Health Care Centre, Taif Health Cluster, Taif, Saudi Arabia.ORCID http://orcid.org/0009-0003-0702-5083
Abdulrahman A AzabHera General Hospital, Makkah Health Cluster, Makkah, Saudi Arabia.ORCID http://orcid.org/0009-0005-0693-655X
Renad AlharthiMaternity and Children Hospital, Makkah Health Cluster, Makkah, Saudi Arabia.ORCID http://orcid.org/0009-0008-4674-6410

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Nursing students are the future workforce, and their readiness to use digital health tools is important. Previous studies have focused on knowledge and attitudes; however, they have not examined the wide range of digital health literacy levels that may influence nursing students' attitudes toward using telehealth in clinical settings. Objective: This study aimed to determine the relationship between nursing students' digital health literacy and their attitudes toward telehealth use in practice. Methods: A cross-sectional design was used. The sample consisted of undergraduate nursing students enrolled in a Bachelor of Nursing program at a selected Saudi Arabian university. The online survey used 2 scales: the Digital Health Care Literacy Scale and the Nurses' Attitudes Toward Use of a Telehealth Scale. Results: A total of 273 students participated (mean age 21.3, SD 1.9 years). Most of the nursing students demonstrated a high digital health literacy level (n=184, 67.4%; mean Digital Health Care Literacy Scale score 11.9 out of 15, SD 3.1). Digital health literacy was a significant predictor of positive attitudes toward telehealth use in practice (adjusted odds ratio 1.48, 95% CI 1.28-1.71; P<.001). Male students were significantly less likely to report positive attitudes than female students (adjusted odds ratio 0.62, 95% CI 0.39-0.97; P=.03). However, academic year, telehealth workshops, and informatics courses were not significantly associated with positive attitudes toward telehealth use in practice. Conclusions: Higher levels of literacy appear to correlate with more positive attitudes toward telehealth use in practice. However, current formal education and workshops had no apparent influence on digital health literacy. This suggests a potential need for strengthening digital training and development in nursing education. This may enhance telehealth readiness and support future digital health care delivery.

Indexed as

Attitude of Health PersonnelHealth LiteracyStudents, NursingTelemedicineAdultCross-Sectional StudiesDigital HealthFemaleHumansMaleSaudi ArabiaSurveys and QuestionnairesYoung Adultattitudedigital literacynursing educationnursing studentspracticetelehealthtelemedicine

Identifiers

PMID42335464
PMCPMC13290104

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.