Evidence map›Paper›PMID 41798000›Full record

ArticleFrontiers in psychology2026

The effect of academic self-efficacy on academic achievement among university students: a moderated mediation model of achievement goal orientation and teacher's transformational leadership.

Chang Liu, Xiaona Liu, Hu Gao

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.

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0citing papers in PubMed
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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

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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.

Chang LiuForeign Languages Department, Hengshui University, Hengshui, China.
Xiaona LiuTeacher Education Department, Hengshui University, Hengshui, China.
Hu GaoGeneral Education Department, Shaanxi Vocational Academy of Arts, Xi'an, Shaanxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: With the growing employment pressure faced by university students and the increasing demand for their comprehensive abilities, exploring the factors that influence academic achievement to promote their academic progress holds significant practical importance. Methods: Drawing from a sample of university students and grounded in the framework of Social Cognitive Theory, this study investigates the mechanism through which academic self-efficacy affects academic achievement. It specifically tests the mediating effect of achievement goal orientation and the moderating effect of teacher's transformational leadership within this process. Results: The results indicate that: academic self-efficacy has a significant positive impact on the academic achievement of university students; achievement goal orientation plays a positive mediating role in the relationship between academic self-efficacy and academic achievement; and students' perceived teacher's transformational leadership positively moderates the relationship between academic self-efficacy and achievement goal orientation. Conclusion: Specifically, the positive effect of academic self-efficacy on achievement goal orientation is stronger when students perceive a higher level of transformational leadership from their teachers. This research confirms that academic self-efficacy drives academic achievement through a goal-setting pathway. The findings suggest that higher education institutions can promote student academic development by enhancing the transformational leadership capabilities of teachers, which in turn boosts students' efficacy.

Indexed as

academic achievementacademic self-efficacyachievement goal orientationSocial Cognitive Theorytransformational leadership

Identifiers

PMID41798000
PMCPMC12960127

What OpenQuestion holds

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LicenceCC BY
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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.