Evidence map›Paper›PMID 42698460›Full record

ArticleFrontiers in psychology2026

Psychological drivers and value perception of medical student participation in teaching evaluation.

Lilai Xu, Baixiong Chen, Surong Huang

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

3 authors.

Lilai XuZhuhai Campus of Zunyi Medical University, Zhuhai, Guangdong, China.
Baixiong ChenZhuhai Campus of Zunyi Medical University, Zhuhai, Guangdong, China.
Surong HuangZhuhai Campus of Zunyi Medical University, Zhuhai, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Student Evaluation of Teaching (SET) is essential for educational development; however, it increasingly suffers from survey fatigue and perfunctory responses, particularly among medical students facing high academic stress and cognitive loads. Traditional behavioral theories often overlook the psychological appraisal of "cost-benefit" in students' decision-making processes. To address this gap, this study constructed an Extended Theory of Planned Behavior incorporating Perceived Value (Extended TPB) model, introducing "Perceived Value" as a central psychological mediator to explore the cognitive and motivational mechanisms driving students' intentions to participate in SET. Methods: A cross-sectional survey was conducted among 3,365 undergraduate medical students at a medical university in China. Data were collected using validated scales measuring attitude, subjective norm, perceived behavioral control, perceived value, and behavioral intention. Structural Equation Modeling (SEM) was utilized to test the theoretical model, and a Bootstrapping approach with 5,000 resamples was applied to examine mediating effects. Results: The Extended TPB model demonstrated an excellent fit and high explanatory power, accounting for 95.9% of the variance in SET behavioral intention. Perceived value exerted a strong positive predictive effect on behavioral intention ( Discussion: Perceived value acts as a critical psychological "gatekeeper" in behavioral decision-making. Stimulating intrinsic motivation (attitude) and reducing cognitive load (perceived behavioral control) are far more effective than imposing external Controlled motivation (subjective norm). To mitigate survey fatigue, educational institutions must foster "student agency" by establishing transparent closed-loop feedback systems, thereby rebuilding the perceived psychological utility of evaluations.

Indexed as

behavioral intentionmedical studentsperceived valuestudent evaluation of teaching (SET)theory of planned behavior (TPB)

Identifiers

PMID42698460
PMCPMC13541492

What OpenQuestion holds

Textmetadata
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.