Evidence map›Paper›PMID 42865954›Full record

ReviewFrontiers in medicine2026

Assessment in competency-based medical education for anesthesiology: validity evidence, equity, and faculty readiness.

Feng Zhou, Qinye Shi, Yeliu Fu, Jiangwei Zhou, Tao Chen, Jianhong Xu

Abstract readReview
In one paragraph

Review in Frontiers in medicine, 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

6 authors.

Feng ZhouDepartment of Anaesthesiology, The Fourth Affiliated Hospital of Zhejiang University School of Medicine, International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
Qinye ShiDepartment of Anaesthesiology, The Fourth Affiliated Hospital of Zhejiang University School of Medicine, International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
Yeliu FuDepartment of Clinical Nutrition, The Fourth Affiliated Hospital of Zhejiang University School of Medicine, International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
Jiangwei ZhouDepartment of Gastroenterology, The Fourth Affiliated Hospital of Zhejiang University School of Medicine, International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
Tao ChenDepartment of Gastroenterology, The Fourth Affiliated Hospital of Zhejiang University School of Medicine, International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
Jianhong XuDepartment of Anaesthesiology, The Fourth Affiliated Hospital of Zhejiang University School of Medicine, International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Competency-based medical education (CBME) is driving a paradigm shift in anesthesiology graduate medical education, moving from fixed-duration training to assessment-centered models. This narrative review aims to synthesize the sources of validity evidence for existing assessment tools (milestones, entrustable professional activities, and workplace-based assessments), equity threats during evaluation and their intervention strategies, and the impact of faculty readiness on assessment quality. Informed by the Scale for the Assessment of Narrative Review Articles as a quality-appraisal instrument, we searched PubMed, Web of Science, CNKI, and Wanfang databases through June 2026. Two authors screened sources and extracted data through iterative team discussions, using a framework approach for thematic organization. Current evidence indicates that workplace-based assessment tools have been validated primarily through single-center, small-sample designs with limited longitudinal outcome data. Generalizability theory analyses demonstrate that acceptable reliability can be achieved with a rational design; however, rater variation remains the predominant source of measurement error. With respect to equity, national studies have identified differential rating growth trajectories among underrepresented-in-medicine residents and female residents, although tool structuration may moderate bias effects. Faculty readiness appears to be a major implementation bottleneck, as most clinical teachers lack formal CBME training. However, anesthesiology-specific evidence is limited and partly relies on cross-specialty surveys. The Chinese elite teaching hospital consortium has proposed a localized milestone evaluation framework, but it remains in early pilot stages. The success of CBME assessment in anesthesiology relies on dynamic balance among tool validity, assessment equity, and faculty readiness, with the interaction of these three domains producing emergent system-level behaviors. Future research should prioritize tracking longitudinal predictive evidence and conducting specialty-specific randomized trials of equity interventions.

Indexed as

anesthesiologyassessment equitycompetency-based medical educationentrustable professional activitiesfaculty developmentmilestonesrater trainingworkplace-based assessment

Identifiers

PMID42865954
PMCPMC13655584

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.