Evidence map›Paper›PMID 41731812›Full record

ArticleMedicine2026

Effectiveness of Problem-Based Learning (PBL) in specialist physician training for kidney transplantation.

Chen Gao, Jiyuan Li, Kankan Shui, Xubiao Xie, Longkai Peng

Abstract read
In one paragraph

Article 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

5 authors.

Chen GaoDepartment of Kidney Transplantation, The Second Xiangya Hospital of Central South University, Changsha City, Hunan Province, China.ORCID 0000-0001-7327-7324
Jiyuan Li
Kankan Shui
Xubiao Xie
Longkai Peng

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This retrospective study evaluated the effectiveness of a Problem-Based Learning (PBL) approach in specialist physician training for kidney transplantation. Trainees enrolled between January and December 2024 were divided to either a traditional teaching cohort or a PBL-based instructional cohort. The PBL curriculum incorporated case-based inquiry, structured group discussions, evidence retrieval, and multidisciplinary clinical integration, while the control group received lecture-centered instruction. Educational outcomes were assessed across theoretical knowledge, clinical reasoning, multidisciplinary case discussion performance, Objective Structured Clinical Examination (OSCE) results, and trainee satisfaction. A total of 115 trainees were included, with comparable baseline demographic and training characteristics between groups. The PBL group demonstrated significantly higher theoretical examination scores across all transplant-related domains, superior clinical reasoning performance, and higher proficiency in multidisciplinary discussion assessments. OSCE scores were also significantly higher in the PBL cohort, reflecting enhanced applied clinical skills in postoperative monitoring, immunosuppressive drug interpretation, recognition of acute rejection, and transplant counseling. Additionally, trainee satisfaction was markedly greater in the PBL group, indicating improved perceived relevance and learning experience. These findings suggest that PBL provides a more effective and comprehensive framework for developing core competencies required in kidney transplantation training compared with traditional instructional methods.

Indexed as

Kidney TransplantationProblem-Based LearningAdultClinical CompetenceCurriculumEducational MeasurementFemaleHumansMaleRetrospective Studiesclinical reasoningkidney transplantationmedical educationobjective structured clinical examinationproblem-based learningspecialist physician training

Identifiers

PMID41731812
PMCPMC12928914

What OpenQuestion holds

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Registered trials

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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.