SynthesisJournal of medical Internet research2020
Blended Learning Compared to Traditional Learning in Medical Education: Systematic Review and Meta-Analysis.
Synthesis in Journal of medical Internet research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 245 papers, 12 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
245 citing papers in PubMed, 12 syntheses or guidelines pooled it.
- Effectiveness of the flipped classroom in medical education: a systematic review and meta-analysis.BMC medical education · 2026Pooled it
- Hands-on Distance Simulation of Technical Skills: A Systematic Review.Simulation in healthcare : journal of the Society for Simulation in Healthcare · 2026Pooled it
- Blended learning in medical education in India-a literature-based analysis and description.Frontiers in medicine · 2026Pooled it
- Virtual patients in medical education: a bibliometric analysis based on the wos core collection and scopus databases.Frontiers in medicine · 2026Pooled it
- Technology Acceptance Model in Medical Education: Systematic Review.JMIR medical education · 2025Pooled it
- Identifying Research Priorities in Digital Education for Health Care: Umbrella Review and Modified Delphi Method Study.Journal of medical Internet research · 2025Pooled it
- A systematic review of shared decision making training programs for general practitioners.BMC medical education · 2024Pooled it
- What works in radiology education for medical students: a systematic review and meta-analysis.BMC medical education · 2024Pooled it
- Impact of teaching, learning, and assessment of medical law on cognitive, affective and psychomotor skills of medical students: a systematic review.BMC medical education · 2023Pooled it
- Digital transfer in radiation oncology education for medical students-single-center data and systemic review of the literature.Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al] · 2022Pooled it
- Review article: E-learning in emergency medicine: A systematic review.Emergency medicine Australasia : EMA · 2022Pooled it
- The effectiveness of using virtual patient educational tools to improve medical students' clinical reasoning skills: a systematic review.BMC medical education · 2022Pooled it
- Cost-Effectiveness of a Blended Learning Training Approach for Health Care Workers Conducting HIV Index Case Testing in Malawi: Secondary Economic Analysis of a Cluster-Randomized Controlled Trial.JMIR medical education · 2026Trial
- Digital Training for Lay Health Care Workers' Knowledge and Skills in HIV Index Case Testing: Cluster Randomized Trial.JMIR medical education · 2026Trial
- Effect of Short Messages on ICU Nurses' Knowledge and Performance Regarding Ventilator-Associated Pneumonia Prevention: A Quasi-Experimental Study.Nursing in critical care · 2026Trial
- Integrating large language models into prostate cancer training: evidence from comparative benchmarking and a pilot randomized trial.BMC medical education · 2026Trial
- Blended e-learning with handheld ultrasound devices improves practical competence in eFAST: a randomised controlled study.BMC medical education · 2026Trial
- Effectiveness of a Radiology Assistant-based blended learning model in medical imaging internship education: a prospective randomized comparative study.BMC medical education · 2026Trial
- Effect of a digital training package on clinical outcomes in Malawi's index case testing programme: a cluster randomised controlled trial.BMJ global health · 2026Trial
- Blended Learning Compared With Face-to-Face Learning Among Family Medicine Residents: Randomized Controlled Trial.JMIR medical education · 2026Trial
185 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
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundBlended learning, which combines face-to-face learning and e-learning, has grown rapidly to be commonly used in education. Nevertheless, the effectiveness of this learning approach has not been completely quantitatively synthesized and evaluated using knowledge outcomes in health education.
objectiveThe aim of this study was to assess the effectiveness of blended learning compared to that of traditional learning in health education.
methodsWe performed a systematic review of blended learning in health education in MEDLINE from January 1990 to July 2019. We independently selected studies, extracted data, assessed risk of bias, and compared overall blended learning versus traditional learning, offline blended learning versus traditional learning, online blended learning versus traditional learning, digital blended learning versus traditional learning, computer-aided instruction blended learning versus traditional learning, and virtual patient blended learning versus traditional learning. All pooled analyses were based on random-effect models, and the I
resultsA total of 56 studies (N=9943 participants) assessing several types of learning support in blended learning met our inclusion criteria; 3 studies investigated offline support, 7 studies investigated digital support, 34 studies investigated online support, 8 studies investigated computer-assisted instruction support, and 5 studies used virtual patient support for blended learning. The pooled analysis comparing all blended learning to traditional learning showed significantly better knowledge outcomes for blended learning (standardized mean difference 1.07, 95% CI 0.85 to 1.28, I
conclusionsFrom this review, blended learning demonstrated consistently better effects on knowledge outcomes when compared with traditional learning in health education. Further studies are needed to confirm these results and to explore the utility of different design variants of blended learning.
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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.