ArticleBMC medical education2020
Effectiveness of blended learning versus lectures alone on ECG analysis and interpretation by medical students.
Article in BMC medical education, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 1 of them a synthesis 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
33 citing papers in PubMed, 1 synthesis or guideline pooled it, 58 citations in OpenAlex.
- Digital learning of clinical skills and its impact on medical students' academic performance: a systematic review.BMC medical education · 2024Pooled it
- Visual Learning in Electrocardiography Training for Medical Residents: Comparative Intervention Study.JMIR medical education · 2025Trial
- Students' perspectives on the use of social media in anatomy medical education: A survey study.Anatomical sciences education · 2026Article
- Knowledge and Attitudes Towards ECG Interpretation Among Intensive Care Nurses: A Greek Cross-Sectional Study.Nursing in critical care · 2026Article
- Enhancing Emergency Medicine Resident Education: A Weekly Education Series to Augment Electrocardiogram Education.Journal of education & teaching in emergency medicine · 2026Article
- Daily Quiz-Based Microlearning Program to Support Electrocardiogram Interpretation Training for Medical Students: A Feasibility Study.CJC open · 2026Article
- Evaluation of the impact of an online introductory paediatric physical examination skills course on students' OSCE performance.BMC medical education · 2025Observational
- Article
- Innovative Blended Learning Curriculum in Noninvasive Ventilation for Pulmonary and Critical Care Fellows.Avicenna journal of medicine · 2025Article
- Nursing students' experiences and perceptions regarding in-class flipped classroom: a mixed-methods study.BMC medical education · 2025Article
- Article
- Proficiency of South African intern doctors in recognising ischaemia on an electrocardiogram.Journal of the colleges of medicine of South Africa · 2025Article
- Article
- Designing and evaluating ECG interpretation software for undergraduate nursing students in Iran: a non-equivalent control group pretest-posttest design.BMC nursing · 2024Article
- Effectiveness of electrocardiogram interpretation education program using mixed learning methods and webpage.BMC medical education · 2024Article
- Article
- The Use of Animations Depicting Cardiac Electrical Activity to Improve Confidence in Understanding of Cardiac Pathology and Electrocardiography Traces Among Final-Year Medical Students: Nonrandomized Controlled Trial.JMIR medical education · 2024Article
- Implementing mind mapping in small-group learning to promote student engagement in the medical diagnostic curriculum: a pilot study.BMC medical education · 2024Article
- Educating correct ECG interpretation is a way to promote the satisfaction and competency the diagnostic service providers.Caspian journal of internal medicine · 2024Article
- How the Use of Kinesthetic Methods Impacted My Teaching.Medical science educator · 2023Article
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 at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMost medical students lack confidence and are unable to accurately interpret ECGs. Thus, better methods of ECG instruction are being sought. Current literature indicates that the use of e-learning for ECG analysis and interpretation skills (ECG competence) is not superior to lecture-based teaching. We aimed to assess whether blended learning (lectures supplemented with the use of a web application) resulted in better acquisition and retention of ECG competence in medical students, compared to conventional teaching (lectures alone).
methodsTwo cohorts of fourth-year medical students were studied prospectively. The conventional teaching cohort (n = 67) attended 4 hours of interactive lectures, covering the basic principles of Electrocardiography, waveform abnormalities and arrhythmias. In addition to attending the same lectures, the blended learning cohort (n = 64) used a web application that facilitated deliberate practice of systematic ECG analysis and interpretation, with immediate feedback. All participants completed three tests: pre-intervention (assessing baseline ECG competence at start of clinical clerkship), immediate post-intervention (assessing acquisition of ECG competence at end of six-week clinical clerkship) and delayed post-intervention (assessing retention of ECG competence 6 months after clinical clerkship, without any further ECG training). Diagnostic accuracy and uncertainty were assessed in each test.
resultsThe pre-intervention test scores were similar for blended learning and conventional teaching cohorts (mean 31.02 ± 13.19% versus 31.23 ± 11.52% respectively, p = 0.917). While all students demonstrated meaningful improvement in ECG competence after teaching, blended learning was associated with significantly better scores, compared to conventional teaching, in immediate (75.27 ± 16.22% vs 50.27 ± 17.10%, p < 0.001; Cohen's d = 1.58), and delayed post-intervention tests (57.70 ± 18.54% vs 37.63 ± 16.35%, p < 0.001; Cohen's d = 1.25). Although diagnostic uncertainty decreased after ECG training in both cohorts, blended learning was associated with better confidence in ECG analysis and interpretation.
conclusionBlended learning achieved significantly better levels of ECG competence and confidence amongst medical students than conventional ECG teaching did. Although medical students underwent significant attrition of ECG competence without ongoing training, blended learning also resulted in better retention of ECG competence than conventional teaching. Web applications encouraging a stepwise approach to ECG analysis and enabling deliberate practice with feedback may, therefore, be a useful adjunct to lectures for teaching Electrocardiography.
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.