Evidence map›Paper›PMID 42780072›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Proximity to primary board certification and prior crisis management experience are associated with anesthesiologists' performance in high-fidelity acute care scenarios.

Matthew B Weinger, William R McIvor, Jason M Slagle, Josh DeClercq, Caoimhe C Duffy, Jeffrey Huang, Matthew S Shotwell

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

7 authors.

Matthew B WeingerCRISS at VUMC.ORCID 0000-0001-8897-2688
William R McIvorUniversity of Pittsburgh.
Jason M SlagleCRISS at VUMC.
Josh DeClercqVUMC.
Caoimhe C DuffyUniversity of Pennsylvania.
Jeffrey HuangMayo Clinic Rochester.
Matthew S ShotwellVUMC.

Funding

Vanderbilt Institute for Clinical and Translational Research (VICTR) -Identifying correlates of functional immunity in SARS-CoV-2 convalescent plasmaUL1TR002243 · NCATS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Paul A. Harris, Wesley H Self · 2017 to 2026
$130.7M
AHRQ HHS R18 HS026158NCATS NIH HHS UL1 TR002243
6 · The paper itself

Abstract

Introduction: Consistent high-level performance during perioperative critical events is essential for achieving optimal patient outcomes. We sought to better understand factors associated with anesthesiologists' performance during simulated crisis management. Methods: Sixty clinically active board-certified anesthesiologists (BCAs), 22 junior (6 to 18 mo. training) and 19 senior (24 to 48 mo.) anesthesia trainees participated in standardized, high-fidelity simulated out-of-OR crisis events. Participants completed demographic and practice attributes surveys, and then performed four different 15-minute scenarios. Trained, board-certified raters scored randomly assigned video-recorded performances using checklists and holistic scaled ratings. A principal component analysis summarized survey responses related to participants' clinical, simulation, and crisis management experience. Mixed-effects regression was used to examine the relationship of performance ratings to the summarized variables, adjusting for participant attributes, study site, and scenario. Results: The participants were 55% male, 38±8 years old and had 8.8±6.7 years of experience (training included). The BCAs were 67% community practitioners. Generally, senior trainees received the highest scores while junior trainees received the lowest. There was a strong association between overall performance and combined years of training and experience (p = 0.008). Experience with prior crises (p=0.040), but not clinical practice attributes (p=0.97) or prior simulation experience (p=0.94), was associated with higher rated performance. High-performing participants were more likely to call for assistance, physically examine the patient, order additional diagnostic tests, escalate therapy (e.g., greater hemodynamic support or antibiotic coverage), broaden the differential, discuss concerns with a colleague, and provide both temporizing and definitive treatment. Discussion: This simulation-based study found differences in performance ratings on perioperative crisis events based on experience and prior exposure to challenging clinical situations. These findings corroborate prior work, validate the use of simulation for assessment, and reinforce the value of ongoing crisis management exposure and training to improve patient care.

Indexed as

anesthesiologyboard certificationclinical competenceClinical decision makingclinical experienceclinical expertisecognitive task analysiscrisis managementperformance assessmentsimulation

Identifiers

PMID42780072
PMCPMC13596487

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.