ArticleCureus2020
Medical Simulation-Based Learning Outcomes in Pre-Clinical Medical Education.
Article in Cureus, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06645288 (The Use of an Emergency Reflex Action Drill in Emergency Surgical Airway), which is not on this map. Cited by 11 papers.
What it found
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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.
The Use of an Emergency Reflex Action Drill in Emergency Surgical Airway
Who cites it
11 citing papers in PubMed.
- Car Accident and Respiratory Distress: A Trauma-Based Pneumothorax Simulation Case for Medical Students.Journal of education & teaching in emergency medicine · 2026Article
- Learning Autonomy and Group Cohesion in Clinical Simulation: A Quasi-Experimental Comparison of Two Training Approaches.Nursing reports (Pavia, Italy) · 2026Article
- Article
- Enhancing Knowledge Retention by Simulation-Based Learning Among First-Year Medical Students.Cureus · 2025Article
- Enhancing Practical Skills in Medical Education: Evaluating the Efficacy of Virtual Simulation Teaching Through Kolb's Experiential Learning Model.Advances in medical education and practice · 2025Article
- Impact of a Preclinical Elective on Medical Student Performance on an Anesthesiology Simulation Scenario.Advances in medical education and practice · 2025Article
- Investigating the impact of virtual simulation experiment and massive open online course (MOOC) on medical students' wound debridement training: a quasi-experimental study.BMC medical education · 2024Article
- The status of virtual simulation experiments in medical education in China: based on the national virtual simulation experiment teaching Center (iLAB-X).Medical education online · 2023Article
- The effectiveness of simulation-based education combined with peer-assisted learning on clinical performance of first-year medical residents: a case-control study.BMC medical education · 2023Article
- Virtual Simulation in Undergraduate Medical Education: A Scoping Review of Recent Practice.Frontiers in medicine · 2022Article
- Application of problem-based learning combined with a virtual simulation training platform in clinical biochemistry teaching during the COVID-19 pandemic.Frontiers in medicine · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Introduction Medical simulation is widely used in the United States medical curriculum. However, learning outcomes based on simulation have yet to be reported. In this study, we aim to characterize the objective performance of first- and second-year medical students following eight weeks of medical simulation-based learning. Methods First- (n=25) and second-year (n=15) medical students were recruited for this study. We designed and administered a novel pre-experience examination to collect participant demography and assess simulation and non-simulation knowledge. Following 14 high-fidelity simulation scenarios over the course of eight weeks, we administered an identical post-experience examination and compared performance, primarily using a within-subjects analytic design. Results Student performance improved by an average of 18% following the medical simulation experience, and first-year students demonstrated greater benefit (22%) as compared to second-years (12%). Relative to first-years, second-year students showed higher overall performance on both pre- and post-examination. Demographic factors and prior medical experience were not significantly associated with assessment performance and score improvement. Conclusions Our data supported the efficacy of simulation-based learning as evidenced by the significant improvement in objective performance on a standardized examination. That is, both first- and second-year medical students demonstrated test-score improvement following an eight-week medical simulation program. Of note, the first-year students exhibited greater benefit (at the group level). Importantly, these findings were statistically unrelated to participant demographic and background variables. Collectively, this study provides preliminary evidence that medical simulation in the pre-clinical phase of undergraduate medical education is an effective tool for student learning.
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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.