Evidence map›Paper›PMID 42277937›Full record

ArticleBMC psychology2026

The influence of growth mindset on perceived learning gain among Chinese college students: the mediating role of academic self-efficacy.

Bingyou Ai, Yuqun Meng

Abstract read
In one paragraph

Article in BMC 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

2 authors.

Bingyou AiEducation Research Institute, Xiamen University, Xiamen, Fujian, 361005, China. aibingyou2025@163.com.
Yuqun MengSchool of International Law, Southwest University of Political Science and Law, Chongqing, 401120, China.

Funding

the Implementation Mechanism of Anti-Foreign Financial Sanctions of the 2022 Western Project of the National Social Science Foundation of China No.22XFX009
6 · The paper itself

Abstract

Growth mindset has attracted considerable scholarly attention as a predictor of academic outcomes, yet the psychological pathways linking it to students' perceived learning gain remain insufficiently understood, particularly in Chinese higher education settings. This study examines the association between growth mindset and learning gain among Chinese college students and investigates whether academic self-efficacy serves as a mediating mechanism. A cross-sectional survey was administered to 478 undergraduates from three universities in Hubei Province, central China, using validated instruments for growth mindset, academic self-efficacy, and learning gain. Structural equation modeling with bias-corrected Bootstrap resampling was used to test the hypothesized mediation model. Results indicated that growth mindset was positively associated with learning gain, and that academic self-efficacy partially mediated this association. These findings integrate Dweck's implicit theory of intelligence with Bandura's self-efficacy framework within a single analytical model, offering evidence that growth mindset relates to learning gain both directly and indirectly through its association with academic self-efficacy. Practical implications for designing mindset and self-efficacy interventions in Chinese universities are discussed.

Indexed as

LearningSelf EfficacyStudentsAcademiaAdolescentAdultChinaCross-Sectional StudiesFemaleHumansMaleUniversitiesYoung AdultAcademic self-efficacyChinese college studentsGrowth mindsetHigher educationLearning gainMediation effect

Identifiers

PMID42277937
PMCPMC13545787

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.