ArticleNeurology. Education2025
Education Research: Simulation-Based Interventions in Acute Stroke Care From Symptom Onset to Acute Treatment: A Scoping Review.
Article in Neurology. Education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- Education Research: Simulation-Based Interventions in Acute Stroke Care From Symptom Onset to Acute Treatment: A Scoping Review.Neurology. Education · 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background and Objectives: Simulation-based interventions serve several purposes in acute stroke care. The diversity of reported objectives, techniques, and outcomes makes it difficult to assess effectiveness and derive guideline recommendations. This scoping review aims to map existing research to identify knowledge gaps and suggest future directions. Methods: This review was conducted in accordance with the Joanna Briggs Institute guidelines for scoping reviews. Empirical research on simulation training targeting health care professionals in acute stroke care from symptom onset to acute treatment was included. We searched MEDLINE, Embase, Education Resources Information Center, ClinicalTrials.gov, and International Clinical Trials Registry Platform. Two independent blinded reviewers performed selection and data extraction using Rayyan.ai, with additional verification by Consensus AI. We performed descriptive analyses and visualized key characteristics. Results: Fifty-nine studies (95% published between 2015 and 2025) were included. Objectives were categorized as system improvement (31%), educational (31%), technical skills (20%), research (14%), and diagnostic (5%), each with a range of reported techniques (role-playing, task trainer, 3D printing, and virtual reality). There is a paucity of data on the application of simulation for competency assessment, continuing education, specific scenarios such as intracerebral hemorrhage, its application in the prehospital setting, and remote delivery. Several studies lacked reporting of patient-related outcomes (52% of 48 eligible). Most reported outcomes were short-term effects of a single simulation session (85%), limiting the assessment of long-term impact. Inadequate study design and reporting, combined with insufficient details on simulation conduct, particularly debriefing, psychological safety, and resource utilization, limit the inferences that can be drawn from the included studies. Discussion: We reported a diverse range of objectives, techniques, and outcomes of simulation-based interventions in acute stroke care. There is limited evidence on the translation of simulation training effects to clinical practice and their long-term sustainability. Further research should strengthen the link between simulation interventions, their conduct, patient-related outcomes, and sustainability. In addition, exploring underused applications may help broaden the role of simulation in acute stroke care. The scientific assessment of simulation intervention effectiveness requires standardized reporting, long-term outcome measurement, and study designs that allow for causal inference.
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.