ArticleMedical science educator2019
Simulation Training to Improve the Ability of First-Year Doctors to Assess and Manage Deteriorating Patients: a Systematic Review and Meta-analysis.
Article in Medical science educator, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 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
9 citing papers in PubMed, 1 synthesis or guideline pooled it, 17 citations in OpenAlex.
- Pooled it
- Impact of simulation training on communication skills and informed consent practices in medical students- a randomised controlled trial.BMC medical education · 2025Trial
- New technologies in medical education: An umbrella review on recent evidence.Journal of education and health promotion · 2026Review
- Exploring the role of high-fidelity simulation for pre-foundation assistantship students to improve preparedness for practice.BMC medical education · 2025Article
- Article
- An evaluation of a Transition to Foundations curriculum for first year pediatric residents in Competency Based Medical Education.Canadian medical education journal · 2024Article
- Simulation for finals and real life.Future healthcare journal · 2023Article
- Article
- Letter to the Editor on "Feedback Methods in an Interprofessional Mock Paging Program".Medical science educator · 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
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Many simulation courses now exist which aim to prepare first-year doctors for the task of assessing and managing potentially deteriorating patients. Despite the substantial resources required, the degree to which participants benefit from such courses, and which aspects of the simulation training are optimal for learning, remains unclear. A systematic literature search was undertaken across seven electronic databases. Inclusion criteria were that the intervention must be a simulation of a deteriorating patient scenario that would likely be experienced by first-year doctors, and that participants being first-year doctors or in their final year of medical school. Studies reporting quantitative benefits of simulation on participants' knowledge and simulator performance underwent meta-analyses. The search returned 1444 articles, of which 48 met inclusion criteria. All studies showed a benefit of simulation training, but outcomes were largely limited to self-rated or objective tests of knowledge, or simulator performance. The meta-analysis demonstrated that simulation improved participant performance by 16% as assessed by structured observation of a simulated scenario, and participant knowledge by 7% as assessed by written assessments. A mixed-methods analysis found conflicting evidence about which aspects of simulation were optimal for learning. The results of the review indicate that simulation is an important tool to improve first-year doctors' confidence, knowledge and simulator performance with regard to assessment and management of a potentially deteriorating patient. Future research should now seek to clarify the extent to which these improvements translate into clinical practice, and which aspects of simulation are best suited to achieve this.
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.