Evidence map›Paper›PMID 40821475›Full record

ArticleProceedings (Baylor University. Medical Center)2025

Leveraging just-in-time simulation to train ad hoc teams.

Matthew G Tung, Catherine F Jerman, Michael G Healy, Yoon Soo Park, Bobbie Ann Adair White, Britlyn D Orgill

Abstract read
In one paragraph

Article in Proceedings (Baylor University. Medical Center), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Just-in-time simulation for ad hoc teams: applications for surgical trainees.Proceedings (Baylor University. Medical Center) · 2025
    Article
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

6 authors.

Matthew G TungDepartment of Anesthesia, Critical Care, and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.
Catherine F JermanDepartment of Anesthesia, Critical Care, and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.
Michael G HealyHarvard Medical School, Boston, Massachusetts, USA.
Yoon Soo ParkDepartment of Medical Education, University of Illinois College of Medicine, Chicago, Illinois, USA.
Bobbie Ann Adair WhiteDepartment of Health Professions Education, School of Healthcare Leadership, MGH Institute of Health Professions, Boston, Massachusetts, USA.
Britlyn D OrgillDepartment of Anesthesia, Critical Care, and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.ORCID https://orcid.org/0000-0002-1777-581X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Simulation prepares clinicians for managing healthcare emergencies in ad hoc teams. However, simulation curricula are often resource, personnel, and time intensive. Applying "just-in-time" (JIT) methodology to simulation training for ad hoc teams may provide similar benefits with fewer resources, although its effectiveness and perceived benefit remain unknown. Methods: To determine if JIT teamwork simulation for ad hoc teams is perceived to increase confidence in managing emergencies and improve teamwork during a call shift, anesthesiology residents participated in JIT teamwork simulation training immediately prior to their overnight call shift from 2020 to 2022. After the call shift, residents completed a survey gathering feedback about the simulation, its impact on their confidence managing the simulated emergencies, and their perception of the call team's dynamic and management of real emergencies overnight. Results: Of 109 participants, 66 (60.5%) completed the survey. Confidence in managing emergencies rose from 39.8 (SD = 20.7) to 66.4 (SD = 17.9) out of 100 after simulation ( Conclusions: After a single session before an overnight shift, JIT teamwork simulation increased anesthesia residents' self-reported confidence in managing emergencies, and residents perceived an improvement in ad hoc teamwork and use of crisis resource management skills overnight.

Indexed as

Ad hoc teamcrisis resource managementjust-in-timesimulationteamwork

Identifiers

PMID40821475
PMCPMC12351707

What OpenQuestion holds

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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.