SynthesisMedicine2020
Effectiveness of flipped classroom vs traditional lectures in radiology education: A meta-analysis.
Synthesis in Medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 3 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
22 citing papers in PubMed, 3 syntheses or guidelines pooled it, 61 citations in OpenAlex.
- Application of flipped classroom in surgical education: a systematic review and meta-analysis.Frontiers in medicine · 2026Pooled it
- Identifying Research Priorities in Digital Education for Health Care: Umbrella Review and Modified Delphi Method Study.Journal of medical Internet research · 2025Pooled it
- Flipped classroom improves student learning outcome in Chinese pharmacy education: A systematic review and meta-analysis.Frontiers in pharmacology · 2022Pooled it
- Assessment of the real MDT teaching model in medical imaging internship: an educational-oriented study.Insights into imaging · 2026Article
- Applying Bloom's Taxonomy to Student Outcomes in a Flipped Classroom Model.Medical science educator · 2026Article
- Article
- Revolutionizing radiology education: exploring innovative teaching methods.Abdominal radiology (New York) · 2025Review
- A flipped classroom improves medical students' skills how to manage medical emergencies-an intervention-control study.BMC medical education · 2025Article
- Enhancing competency and self-directed learning in anesthesiology residency: an outcome-based education model integrating online-offline hybrid teaching and mind mapping: a randomized controlled trial.Frontiers in medicine · 2025Article
- Based case based learning and flipped classroom as a means to improve international students' active learning and critical thinking ability.BMC medical education · 2024Article
- Effects of flipped classroom teaching in anaesthesiology residents: a protocol for systematic review and meta-analysis.BMJ open · 2024Article
- Flipped online teaching of histology and embryology with design thinking: design, practice and reflection.BMC medical education · 2024Observational
- Flipped Classroom to Facilitate Deeper Learning in Veterinary Undergraduate Students: An Educational Change Pilot Study Limited to the Imaging Module Bones.Animals : an open access journal from MDPI · 2023Article
- Flipped classroom applied to Neurosurgery in undergraduate medical education.BMC medical education · 2023Article
- A blended learning approach for teaching thoracic radiology to medical students: a proof-of-concept study.Frontiers in medicine · 2023Article
- The impact of interactive clinically-based learning on the performance of medical students in radiology.European journal of radiology open · 2023Article
- The impact of the transition from flipped classroom to online lectures on learning outcomes and student satisfaction in a rehabilitation medicine clerkship during the COVID-19 pandemic.BMC medical education · 2022Article
- The effect of flipped classroom in multiple clinical skills training for clinical interns on Objective Structured Clinical Examinations (OSCE).Medical education online · 2022Article
- The Impact of the COVID-19 Pandemic on Radiology Resident Education: Where Do We Go From Here?Academic radiology · 2022Review
- Perception of health care students towards lectures as a teaching and learning method in the COVID era - A multicentric cross-sectional study from India.F1000Research · 2022Article
Corrections and comments
- Commented on by
Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundWith the convert of educational concept, flipped classroom has been adopted gradually in radiology courses as a new teaching mode. Considering no evidence has been concluded to illustrate the effectiveness of of flipped classroom over traditional instructor-centered lectures in radiology education, this meta-analysis was conducted to provide empirical evidence for the reform of pedagogical.
methodsStudies were retrieved from six databases, including Pubmed, Embase, Web of Science, Wanfang Data, CNKI, and VIP, from their inception to 16 February 2020. Literature selection and data extraction were completed by two reviewers independently. The effect size of each index was expressed as the odds ratio (OR) for a categorical variable and standard mean difference (SMD) for a continuous variable, each with corresponding 95% confidence interval (95% CI).
resultsA total of 19 studies with 2114 participants were deemed to be eligible for inclusion. The results of this meta-analysis indicated that: the newly emerged flipped classroom represented significant advantage versus traditional lecture in improving theoretical performance (SMD 1.12, 95% CI 0.61-1.63, P < .001), as well as in cultivating students' practical skills (SMD 2.59, 95% CI 1.69-3.59, P < .001). In the subjective findings of investigation, more positive responses were attained in students who took radiology subjects in flipped classroom, covering course satisfaction (OR 1.70, 95% CI 1.35-2.14, P < .001), improvement of teamwork ability (OR 1.80, 95% CI 1.21-2.67, P = .004), self-directed learning and reflection (OR 1.98, 95% CI 1.31-2.97, P = .001), and subjective cognition on consolidation of knowledge mastery (OR 1.38, 95% CI 1.19-1.60, P < .001).
conclusionFlipped classroom displays multiple advantages versus traditional lecture-based teaching mode, which is well worth further promoting and applying in the process of radiology education.
Indexed as
Identifiers
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.