SynthesisJournal of medical Internet research2019
Mobile Digital Education for Health Professions: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration.
Synthesis in Journal of medical Internet research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04961983 (A Comprehensive Travel Health Education Improving Attitude, Subjective Norm, Perceived Behavioral Control, Role Identity, Actual Behavioral Control, and Intention to Provide Travel Health Information of Tour Guides in Bali), which is not on this map. Cited by 76 papers, 15 of them syntheses that pooled 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.
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.
A Comprehensive Travel Health Education Improving Attitude, Subjective Norm, Perceived Behavioral Control, Role Identity, Actual Behavioral Control, and Intention to Provide Travel Health Information of Tour Guides in Bali
Who cites it
76 citing papers in PubMed, 15 syntheses or guidelines pooled it, 181 citations in OpenAlex.
- Spaced Digital Education for Health Professionals: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- Quantification of blood loss for the diagnosis of postpartum hemorrhage: a systematic review and meta-analysis.Revista brasileira de enfermagem · 2023Pooled it
- Self-management and self-efficacy of women with gestational diabetes mellitus: a systematic review.Global health action · 2022Pooled it
- Application of digital education in undergraduate nursing and medical interns during the COVID-19 pandemic: A systematic review.Nurse education today · 2022Pooled it
- Effectiveness and Usability of Digital Tools to Support Dietary Self-Management of Gestational Diabetes Mellitus: A Systematic Review.Nutrients · 2021Pooled it
- Digital learning designs in physiotherapy education: a systematic review and meta-analysis.BMC medical education · 2021Pooled it
- Blended Learning Compared to Traditional Learning in Medical Education: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2020Pooled it
- Digital Health Professions Education in the Field of Pediatrics: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration.Journal of medical Internet research · 2019Pooled it
- Health Professions Digital Education on Antibiotic Management: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration.Journal of medical Internet research · 2019Pooled it
- Virtual Patient Simulations in Health Professions Education: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration.Journal of medical Internet research · 2019Pooled it
- Digital Education of Health Professionals on the Management of Domestic Violence: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration.Journal of medical Internet research · 2019Pooled it
- Offline Digital Education for Postregistration Health Professions: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration.Journal of medical Internet research · 2019Pooled it
- Offline Digital Education for Medical Students: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration.Journal of medical Internet research · 2019Pooled it
- Digital Problem-Based Learning in Health Professions: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration.Journal of medical Internet research · 2019Pooled it
- Digital Education in Health Professions: The Need for Overarching Evidence Synthesis.Journal of medical Internet research · 2019Pooled it
- Education of healthcare professionals to improve guideline adherence in atrial fibrillation: the STEEER-AF cluster-randomized clinical trial.Nature medicine · 2025Trial
- Comparing Web-Based and Blended Training for Coping With Challenges of Flexible Work Designs: Randomized Controlled Trial.Journal of medical Internet research · 2023Trial
- A Blended Learning System to Improve Motivation, Mood State, and Satisfaction in Undergraduate Students: Randomized Controlled Trial.Journal of medical Internet research · 2020Trial
- Effect of a mobile-based intervention (Code Sama) on door-to-needle time in acute ischemic stroke patients: a quasi-experimental study.International journal of emergency medicine · 2026Article
- Blended Learning to Enhance Competencies Among Practicing Pharmacists: A Pre-Post Evaluation of the European Health Professionals' and the DigitAl Team SkillS Advancement Project in Romania.Pharmacy (Basel, Switzerland) · 2026Article
16 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 4 institutions in 5 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThere is a pressing need to implement efficient and cost-effective training to address the worldwide shortage of health professionals. Mobile digital education (mLearning) has been mooted as a potential solution to increase the delivery of health professions education as it offers the opportunity for wide access at low cost and flexibility with the portability of mobile devices. To better inform policy making, we need to determine the effectiveness of mLearning.
objectiveThe primary objective of this review was to evaluate the effectiveness of mLearning interventions for delivering health professions education in terms of learners' knowledge, skills, attitudes, and satisfaction.
methodsWe performed a systematic review of the effectiveness of mLearning in health professions education using standard Cochrane methodology. We searched 7 major bibliographic databases from January 1990 to August 2017 and included randomized controlled trials (RCTs) or cluster RCTs.
resultsA total of 29 studies, including 3175 learners, met the inclusion criteria. A total of 25 studies were RCTs and 4 were cluster RCTs. Interventions comprised tablet or smartphone apps, personal digital assistants, basic mobile phones, iPods, and Moving Picture Experts Group-1 audio layer 3 player devices to deliver learning content. A total of 20 studies assessed knowledge (n=2469) and compared mLearning or blended learning to traditional learning or another form of digital education. The pooled estimate of studies favored mLearning over traditional learning for knowledge (standardized mean difference [SMD]=0.43, 95% CI 0.05-0.80, N=11 studies, low-quality evidence). There was no difference between blended learning and traditional learning for knowledge (SMD=0.20, 95% CI -0.47 to 0.86, N=6 studies, low-quality evidence). A total of 14 studies assessed skills (n=1097) and compared mLearning or blended learning to traditional learning or another form of digital education. The pooled estimate of studies favored mLearning (SMD=1.12, 95% CI 0.56-1.69, N=5 studies, moderate quality evidence) and blended learning (SMD=1.06, 95% CI 0.09-2.03, N=7 studies, low-quality evidence) over traditional learning for skills. A total of 5 and 4 studies assessed attitudes (n=440) and satisfaction (n=327), respectively, with inconclusive findings reported for each outcome. The risk of bias was judged as high in 16 studies.
conclusionsThe evidence base suggests that mLearning is as effective as traditional learning or possibly more so. Although acknowledging the heterogeneity among the studies, this synthesis provides encouraging early evidence to strengthen efforts aimed at expanding health professions education using mobile devices in order to help tackle the global shortage of health professionals.
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What OpenQuestion holds
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.