Currently submitted to: JMIR Nursing
Date Submitted: Mar 5, 2026
Open Peer Review Period: Mar 18, 2026 - May 13, 2026
(currently open for review)
Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.
Digital health literacy as a predictor of telehealth adoption among nursing students in Saudi Arabia: Implications from a Cross-Sectional Study
ABSTRACT
Background:
Nursing students are the future workforce, and their readiness to use digital health is important. Prior studies focus on knowledge and attitudes; however, they do not examine the wide range of digital health literacy levels that may influence the attitudes of nursing students toward using telehealth in clinical settings.
Objective:
This study aimed to determine the relationship between nursing students’ literacy of digital health and their attitudes toward adopting telehealth in practice.
Methods:
A cross-sectional design was employed, and the sample for this study consists of undergraduate nursing students who are pursuing a Bachelor of Nursing at a selected Saudi Arabian University. An online survey was used with two scales, which are the Digital Health Care Literacy Scale and the Nurse's Attitudes Towards the Use of Telehealth Scale.
Results:
A total of 273 students participated (mean age 21.3 years, SD1.9). Most of the nursing students demonstrated a high digital health literacy level (184/273, 67.4%; mean DHLS score 11.9/15). Digital health literacy was a significant predictor of positive telehealth attitudes (AOR=1.48, 95% CI 1.28–1.71; P<.001). Male students were significantly less likely to report positive attitudes compared with females (AOR=0.62, 95% CI 0.39–0.97; P=.038). However, academic year and participation in telehealth workshops and informatics courses were not associated with higher literacy levels.
Conclusions:
Higher levels of literacy appear to be associated with more positive attitudes toward telehealth usage in practice. However, current formal education and workshops were not associated with influencing digital health literacy. This demonstrates the necessity of providing restructured digital training and development in nursing education. These may enhance telehealth readiness and support future digital healthcare delivery.
Citation
Request queued. Please wait while the file is being generated. It may take some time.
Copyright
© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.