ArticleCureus2025
Practical Strategies for Integrating Ad Hoc Simulated Participants in Emergency Medicine Education: A Faculty Guide.
Article in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
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.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Standardized patients, simulated participants, and simulated patients (SPs) are essential in emergency medicine (EM) training, offering both structured and psychologically safe opportunities for learners to develop communication and interpersonal skills. With upcoming changes to the American Board of Emergency Medicine Certifying Exam, the importance of SP-based education in residency training has further increased. Yet many programs face various constraints that preclude consistent access to professionally trained SPs, including financial, scheduling, availability, or other resource limitations. As a result, many EM educators are increasingly turning to ad hoc SPs, here defined as individuals recruited from local networks who have not undergone formal SP training. This paper draws on the collective experience of EM educators who have worked extensively with both professionally trained and ad hoc SPs across undergraduate, graduate, and continuing medical education settings, as well as best practices recommended by the Association of Standardized Patient Educators. We outline practical recommendations for recruiting, preparing, deploying, and supporting ad hoc SPs for programs with limited access to professionally trained SPs.
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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.