Evidence map›Paper›PMID 42470613›Full record

ArticleCJEM2026

Teaching in the trenches: adaptive strategies for clinical education in crowded emergency departments.

Kuan-Chin Jean Chen, Wilson Lam, Isabelle Gray, Tamara McColl, CAEP Education Scholars Committee

Abstract read
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In one paragraph

Article in CJEM, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Kuan-Chin Jean ChenDepartment of Emergency Medicine, University of Ottawa, Ottawa, ON, Canada. kuchen@toh.ca.ORCID http://orcid.org/0000-0003-4516-0481
Wilson LamDepartment of Emergency Medicine, University of Ottawa, Ottawa, ON, Canada.
Isabelle GrayDepartment of Emergency Medicine, Queen's University, Kingston, ON, Canada.
Tamara McCollDepartment of Emergency Medicine, University of Manitoba, Winnipeg, MB, Canada.
CAEP Education Scholars Committee

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Emergency department crowding has become a pervasive global challenge that strains patient flow and compromises clinical learning environments. Traditional teaching approaches are often impracticable when patient volumes exceed system capacity and clinician bandwidth is limited. This paper, developed on behalf of the CAEP Education Scholars Committee following the ICEM 2025 workshop, explores adaptive strategies for sustaining high-quality teaching in crowded emergency departments. Drawing on relevant literature and the collective experience of approximately 70 international participants, we highlight three practical approaches organized around a Push, Pull, and Delegate framework: microteaching (Push), the One-Minute Preceptor model (Pull), and technology-enhanced just-in-time teaching including emerging applications of artificial intelligence (Delegate). Participants emphasized that effective instruction in high-pressure settings requires intentionality, cognitive flexibility, and adaptive teaching strategies. Rather than viewing crowding solely as a barrier, reframing it as the context within which modern emergency medicine education occurs can support resilient, meaningful, and learner-centered teaching practices.

Indexed as

Clinical teachingFaculty developmentMedical educationMicroteachingOvercrowdingWorkplace-based learning

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.