ArticleJMIR medical education2021
Willingness to Use Digital Health Tools in Patient Care Among Health Care Professionals and Students at a University Hospital in Saudi Arabia: Quantitative Cross-sectional Survey.
Article in JMIR medical education, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 1 of them a synthesis that pooled it.
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Who cites it
40 citing papers in PubMed, 1 synthesis or guideline pooled it, 63 citations in OpenAlex.
- Digital Health Competencies Among Health Care Professionals: Systematic Review.Journal of medical Internet research · 2022Pooled it
- Students' Perspectives on Digital Psychotherapy-Possible Solutions for Digital Inpatient-Like Care Concepts: Qualitative Interview Study.JMIR medical education · 2026Article
- Perspectives Regarding the Privacy, Security, and Confidentiality of Data Collected via mHealth Apps in Saudi Arabia: Qualitative Analysis.Journal of medical Internet research · 2026Article
- Evaluating the implementation of the 'Patient Safety Caravan' for patient engagement in Riyadh, Saudi Arabia.BMC health services research · 2026Article
- Exploring factors influencing health empowerment in Saudi Arabia: bridging the gap for equitable health utilization.Frontiers in public health · 2026Article
- Evaluating the knowledge and usage of digital health tools in rural Oyo State, Nigeria: a cross-sectional study of healthcare professionals and residents.BMC public health · 2025Article
- Exploring the Associations of Cultural Sensitivity, Technology, and Patient Empowerment with Patient-Centered Care: A Mixed-Methods Study in UAE Rehabilitation Healthcare Centers.Journal of general internal medicine · 2025Article
- Adoption of Large Language Model AI Tools in Everyday Tasks: Multisite Cross-Sectional Qualitative Study of Chinese Hospital Administrators.Journal of medical Internet research · 2025Article
- Willingness of healthcare professionals in China to continue participating in and recommend telemedicine post COVID-19 pandemic.Scientific reports · 2025Article
- Digital health readiness - insights from healthcare leaders in operational management: a cross-sectional survey.BMC health services research · 2025Article
- Acceptance and adoption determinants of telemedicine in public healthcare institutions.Curationis · 2025Article
- Article
- Nurse Managers' Perspectives on Digital Transformation and Informatics Competencies in E-Leadership: A Qualitative Study.Journal of nursing management · 2025Article
- Development and pre-evaluation of a "DiagNurse" mobile app to support nurses in clinical diagnosis using the ADDIE model.Scientific reports · 2024Article
- Tackling antibiotic resistance-insights from eHealthResp's educational interventions.NPJ primary care respiratory medicine · 2024Article
- Healthcare professionals' willingness to utilize a mobile health application for adverse drug reaction reporting in a limited resource setting: An input for digital health, 2023.European journal of obstetrics & gynecology and reproductive biology: X · 2024Article
- Breaking barriers: exploring physiotherapists' willingness and challenges in embracing telerehabilitation in a developing country.Irish journal of medical science · 2024Article
- Article
- Digital health competencies and affecting factors among healthcare professionals: additional findings from a systematic review.Journal of research in nursing : JRN · 2024Article
- Telehealth Consultation for Malaysian Citizens' Willingness to Pay Assessed by the Double-Bounded Dichotomous Choice Method.The Malaysian journal of medical sciences : MJMS · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe adoption rate of digital health in the health care sector is low in many countries. A facilitating factor for successful implementation and adoption of digital health is acceptance by current and future health care professionals.
objectiveThis study was conducted to identify factors associated with willingness to use digital health tools in patient care among health care professionals and students.
methodsThis was a quantitative cross-sectional survey study conducted among health care professionals and students at a university hospital in Riyadh, Saudi Arabia. A nonprobability convenience sampling procedure was used to recruit participants. Data were collected using a self-completed e-questionnaire that was distributed by email. Chi-square tests, t tests, and logistic regression were used to analyze the data.
resultsWe found that 181 out of 218 health care professionals (83.0%; 75.6% [59/78] physicians; 87.1% [122/140] nurses) and 115 out of 154 students (74.7%; 80.0% [76/95] medical students and 66.1% [39/59] nursing students) were willing to use digital tools in patient care. Willingness to use digital tools was significantly associated with attitude (Adjusted Odds Ratios [AOR] 1.96; 95% CI 1.14-3.36) and self-efficacy (AOR 1.64; 95% CI 1.17-2.30) among health care professionals, and with current year of study (AOR 2.08; 95% CI 1.18-3.68) and self-efficacy (AOR 1.77; 95% CI 1.17-2.69) among students. No significant difference in willingness to use digital tools was found between physicians and nurses (P=.113), and between medical and nursing students (P=.079).
conclusionsThe findings of this study should encourage policy makers and hospital managers to implement relevant eHealth interventions within routine health care systems in Saudi Arabia. For successful implementation, digital health education programs should be implemented simultaneously, so that current and future health care professionals are able to develop required positive attitudes as well as practical skills and competencies.
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Registered trials
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.