Evidence map›Paper›PMID 42403613›Full record

ArticleFrontiers in psychology2026

Students' competencies in Problem-Based Learning influence evaluation of tutors.

Lingyu Cui, Zhirong Liu, Yuanyao Cao, Rui Qiu, Yanrong Li, Guijie Ren, Zhongfa Zhang, Hua Cong

Abstract read
In one paragraph

Article in Frontiers in psychology, 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

8 authors.

Lingyu Cui *Department of Pathogenic Biology, School of Basic Medicine, Cheeloo College of Medicine, Shandong University, Jinan, China.
Zhirong Liu *Shandong Public Health Clinical Center, Medical Integration and Practice Center, Cheeloo College of Medicine, Shandong University, Jinan, China.
Yuanyao CaoDepartment of Pathogenic Biology, School of Basic Medicine, Cheeloo College of Medicine, Shandong University, Jinan, China.
Rui QiuDepartment of Pathogenic Biology, School of Basic Medicine, Cheeloo College of Medicine, Shandong University, Jinan, China.
Yanrong LiDepartment of Pathogenic Biology, School of Basic Medicine, Cheeloo College of Medicine, Shandong University, Jinan, China.
Guijie RenDepartment of Biochemistry and Molecular Biology, School of Basic Medicine, Cheeloo College of Medicine, Shandong University, Jinan, China.
Zhongfa ZhangShandong Public Health Clinical Center, Medical Integration and Practice Center, Cheeloo College of Medicine, Shandong University, Jinan, China.
Hua CongDepartment of Pathogenic Biology, School of Basic Medicine, Cheeloo College of Medicine, Shandong University, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In Problem-Based Learning (PBL), tutors transform from traditional knowledge transmitters into learning facilitators, which renders accurate tutor evaluation essential to the effectiveness of PBL implementation. Nevertheless, it remains underexplored whether students' attitudes toward the PBL methodology exert systematic influences on tutor evaluation outcomes. To address this, a cross-sectional study conducted an online questionnaire survey among 263 medical students from Shandong University to examine the association between students' PBL attitudes and tutor evaluations, as well as the potential mediating role of perceived competency enhancement. The questionnaire collected participants' demographic information and adopted a 5-point Likert scale to assess three core variables: students' attitudes toward PBL, perceived competency enhancement, and tutor evaluation scores. Correlation analysis, hierarchical regression analysis, and structural equation modeling were employed for statistical data analysis. The results indicated that both students' PBL attitudes and perceived competency enhancement were significantly positively correlated with tutor evaluations (

Indexed as

competencies enhancementmediation analysisProblem-Based Learning (PBL)students' attitudetutor evaluation

Identifiers

PMID42403613
PMCPMC13328494

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.