Evidence map›Paper›PMID 41622186›Full record

ArticleBMC medical education2026

Impact of a tripartite framework on perioperative clinical reasoning in junior anaesthesiology residents in China: a longitudinal quasi-experimental study.

Qin Zhou, Xinxin Shao, Xiaodan Wu, Junying Guo, Lu Yang, Jianhong Ye, Xia Feng, Da-Ya Yang, Qingchun Liang, David C M Taylor

Abstract read
In one paragraph

Article in BMC medical education, 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

10 authors.

Qin Zhou *Department of Anaesthesiology, The First Affiliated Hospital of Sun Yat- sen University, Guangzhou, 510080, China.
Xinxin Shao *Department of Anaesthesiology, The First Affiliated Hospital of Sun Yat- sen University, Guangzhou, 510080, China.
Xiaodan Wu *Department of Anaesthesiology, The First Affiliated Hospital of Sun Yat- sen University, Guangzhou, 510080, China.
Junying GuoDepartment of Anaesthesiology, The First Affiliated Hospital of Sun Yat- sen University, Guangzhou, 510080, China.
Lu YangDepartment of Anaesthesiology, The First Affiliated Hospital of Sun Yat- sen University, Guangzhou, 510080, China.
Jianhong YeDepartment of Anaesthesiology, The First Affiliated Hospital of Sun Yat- sen University, Guangzhou, 510080, China.
Xia FengDepartment of Anaesthesiology, The First Affiliated Hospital of Sun Yat- sen University, Guangzhou, 510080, China.
Da-Ya YangFaculty Development Centre for Health Professions Education, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, China.
Qingchun LiangDepartment of Anaesthesiology, The Third Affiliated Hospital of Southern Medical University, 183 West Zhongshan Avenue, Guangzhou, 510630, China. qingchun@i.smu.edu.cn.
David C M TaylorCentre for Innovation and Leadership in Health Professions Education, Gulf Medical University, P.O. Box 4184, Ajman, United Arab Emirates. prof.davidtaylor@gmu.ac.ae.

Funding

Department of Science and Technology of Guangdong Province 207201091014Ministry of Science and Technology of China 80000-51200005
6 · The paper itself

Abstract

backgroundPerioperative clinical reasoning is a pivotal competency in anaesthesiology, yet it remains underdeveloped in many residency curricula, including in China. We implemented a longitudinal elective course based on script and dual-process theories, featuring a "tripartite framework" (integrating patient-, surgery-, and anaesthetic-related factors) to enhance reasoning skills among junior residents.

methodsA quasi-experimental study enrolled 82 first-year residents (2018-2021 cohorts) from a tertiary academic hospital. Participants in the experimental group (n = 45) voluntarily enrolled in a supplementary 56-hour course (organ-system modules, small-group case discussions), while the control group (n = 37) received conventional training. Facilitators (≥ 15 years' clinical experience, AMEE-certified) guided script development, analytical reasoning, and application of a tripartite framework (patient-, surgery-, and anaesthetic factors). A blended assessment strategy-incorporating MCQs, structured oral examinations, and anaesthesia planning tasks-was employed at 3-4 months and approximately 16 months post-intervention to evaluate short-term pedagogical impact and medium-term competency development. Questionnaires were distributed to evaluate course satisfaction and perceived clinical utility. Effect sizes (Cohen's d) were calculated to assess educational impact.

resultsBaseline characteristics were comparable between groups (p > 0.05). In the short-term assessment (3-4 months), the experimental group outperformed controls only in anaesthesia planning (64.2 ± 5.8 vs. 60.8 ± 8.5, p < 0.05, d = 0.47). Notably, by the 16-month medium-term assessment, the experimental group demonstrated significant and comprehensive superiority in all domains: MCQs (108.9 ± 8.8 vs. 99.8 ± 8.9, d = 1.02), anaesthesia planning (78.7 ± 9.1 vs. 70.5 ± 8.2, d = 0.94), and oral exams (80.5 ± 10.7 vs. 67.7 ± 9.1, d = 0.99) (all p < 0.01). While 47.7% of participants reported a notable learning burden, 95.5% expressed overall satisfaction and 97.7% perceived a positive impact on clinical practice.

conclusionThis course effectively bridges cognitive theory and clinical practice, demonstrating measurable improvements in perioperative reasoning. The tripartite framework provides a replicable cognitive scaffold for high-acuity specialty training. Longitudinal data underscore the importance of sustained practice and blended assessments for competency maturation.

Indexed as

AnesthesiologyClinical CompetenceClinical ReasoningInternship and ResidencyAdultChinaCurriculumFemaleHumansLongitudinal StudiesMaleAnaesthesiologyClinical reasoningDual-process theoryInternship and residencyScript theory

Identifiers

PMID41622186
PMCPMC12955231

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.