Evidence map›Paper›PMID 41070222›Full record

ArticleAdvances in medical education and practice2025

Application of the Cognitive Apprenticeship Teaching Model in the Standardized Training of Critical Care Medicine Resident Physicians: A Randomized Clinical Trial.

Yuxuan Zhang, Xun Xia, Jing Zeng, Limei Zhang, Chuan Guo

Abstract read
In one paragraph

Article in Advances in medical education and practice, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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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.

Yuxuan ZhangDepartment of Critical Care Medicine, The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, People's Republic of China.
Xun XiaDepartment of Critical Care Medicine, The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, People's Republic of China.
Jing ZengSchool of Nursing, Chengdu Medical College, Chengdu, Sichuan, People's Republic of China.
Limei ZhangSchool of Nursing, Chengdu Medical College, Chengdu, Sichuan, People's Republic of China.
Chuan GuoDepartment of Critical Care Medicine, The First Affiliated Hospital of Chengdu Medical College, Chengdu, Sichuan, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study explores the effectiveness of the cognitive apprenticeship teaching model in fostering critical thinking and clinical reasoning and decision-making skills among medical residents during their rotations in the critical care medicine department. Methods: We selected medical residents undergoing standardized training during their rotations in the critical care medicine department at the First Affiliated Hospital of Chengdu Medical College as the study participants. We conducted a two-month clinical practice course using the cognitive apprenticeship teaching model and evaluated its outcomes. Results: Prior to the teaching intervention, there were no significant statistical differences (P > 0.05) in the general information and pre-teaching assessment scores related to critical thinking and clinical reasoning and decision-making skills between the two groups of students. However, after the training, the experimental group demonstrated significant improvements in four dimensions: truth-seeking, systematic skills, confidence in critical thinking, and curiosity, compared to the control group. Furthermore, in the Mini-CEX assessment, the experimental group scored higher in six dimensions: medical history inquiry, humane care, communication skills, clinical judgment, organizational efficiency, and overall clinical competency, with statistically significant differences (P < 0.05) compared to the control group. Conclusion: The cognitive apprenticeship teaching model enhances the critical thinking and clinical reasoning and decision-making skills of resident physicians, thereby improving the effectiveness of medical education.

Indexed as

clinical reasoning and decision-making skillscognitive apprenticeshipcritical care medicinecritical thinking

Identifiers

PMID41070222
PMCPMC12506781

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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.