ReviewAdvances in medical education and practice2022
Healthcare Simulation: A Key to the Future of Medical Education - A Review.
Review in Advances in medical education and practice, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 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
54 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Clinical simulation in health education: a systematic review.Investigacion y educacion en enfermeria · 2023Pooled it
- Simulation training for invasive cardiovascular procedures: the Heart-SIMS-1 randomized trial.BMC medical education · 2026Trial
- Impact of Non-Face-to-Face Teaching with Passive Training on Personal Protective Equipment Use in Health Science Students: A Randomized Controlled Trial.International journal of environmental research and public health · 2022Trial
- Neonatal resuscitation skills retention among healthcare providers one year after implementation of in situ low-dose high-frequency simulations using innovative tools across two regions in Tanzania.Global health action · 2026Article
- Simulation- and AI-supported technical troubleshooting training for biomedical device technology students in intensive care equipment education.BMC medical education · 2026Article
- Exploring realism in high-fidelity ambulance simulation: ambulance clinicians' perspectives on correspondence with everyday practice.Advances in simulation (London, England) · 2026Article
- Is simulation always a safe learning environment? Anxiety and social anxiety symptoms in first-year medical students during simulated patient encounters.BMC medical education · 2026Article
- Building confident cohesive stroke response teams: Design, implementation and outcomes of a stroke code simulation training program for interprofessional teams in LMIC.eNeurologicalSci · 2026Article
- School nurse preparedness for critical events - a multi-modal simulation training pilot.Advances in simulation (London, England) · 2026Article
- Understanding disparities in simulation through minority stress theory: a conceptual framework.Advances in simulation (London, England) · 2026Article
- Assessment of ChatGPT-5 as an Artificial Intelligence Tool for Exploring Emerging Dimensions of Clinical Simulation: A Proof-of-concept Study.Journal of medical systems · 2026Article
- Simulation-based training for enhancing psychiatric nurses' knowledge and clinical competencies in communication and psychiatric history taking: a quasi-experimental study.Frontiers in health services · 2026Article
- Quality indicators for the management of clinical simulation centers and laboratories: a scoping review.Revista latino-americana de enfermagem · 2026Article
- A medical consultation simulation in a preclinical biochemistry seminar: Does training in a high-fidelity simulation practice provide an advantage over a simulation in a traditional seminar room?GMS journal for medical education · 2026Article
- Building collaborative prescribers: development and analysis of a novel simulation-based role exchange education programme between pharmacy and medical students.Advances in simulation (London, England) · 2025Article
- Article
- Global trends in the value of simulation as a pedagogical tool in oncology: a bibliometric analysis from 2010 to 2024.Medical education online · 2025Review
- Exploring medical students' simulation learning experience in Rwanda: a qualitative study.BMC medical education · 2025Article
- Effectiveness of a virtual reality nursing simulation for pediatric pneumonia care: a Korean pilot study using a single-group pre-post test design.Child health nursing research · 2025Article
- Nursing Students' Views on the Timing of Simulation-Based Education: Before Versus During Clinical Placements.Cureus · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Aim: Simulation originates from its application in the military and aviation. It is implemented at various levels of healthcare education and certification today. However, its use remains unevenly distributed across the globe due to misconception regarding its cost and complexity and to lack of evidence for its consistency and validity. Implementation may also be hindered by an array of factors unique to the locale and its norms. Resource-poor settings may benefit from diverting external funds for short-term simulation projects towards collaboration with local experts and local material sourcing to reduce the overall cost and achieve long-term benefits. The recent shift of focus towards patient safety and calls for reduction in training duration have burdened educators with providing adequate quantity and quality of clinical exposure to students and residents in a short time. Furthermore, the COVID-19 pandemic has severely hindered clinical education to curb the spread of illness. Simulation may be beneficial in these circumstances and improve learner confidence. We undertook a literature search on MEDLINE using MeSH terms to obtain relevant information on simulation-based medical education and how to best apply it. Integration of simulation into curricula is an essential step of its implementation. With allocations for deliberate practice and mastery learning under supervision of qualified facilitators, this technology is becoming essential in medical education. Purpose: To review the adaptation, spectrum of use, importance, and resource challenges of simulation in medical education and how best to implement it according to learning theories and best practice guides. Conclusion: Simulation offers students and residents with adequate opportunities to practice their clinical skills in a risk-free environment. Unprecedented global catastrophes provide opportunities to explore simulation as a viable training tool. Future research should focus on sustainability of simulation-based medical education in LMICs.
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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.