Evidence map›Paper›PMID 41717455›Full record

ArticleFrontiers in psychology2026

How does academic self-concept contribute to English language achievement in Chinese EFL college classes?

Xiao Zhou, Sidhu Gurnam Kaur

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

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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.

Xiao ZhouSchool of Foreign Studies, Guangdong University of Science and Technology, Dongguan, China.
Sidhu Gurnam KaurSchool of Education, MILA University, Nilai, Seremban, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: This study investigates how academic self-concept contributes to English language achievement among Chinese EFL college students, focusing on the mediating role of academic buoyancy and the moderating role of personal best. Guided by positive psychology theory, we clarify how self-belief, resilience, and self-referenced goal striving jointly shape English learning outcomes. Methods: Data were collected from 364 undergraduates enrolled in a private university in southern China. Participants completed a structured questionnaire. Partial Least Squares Structural Equation Modeling was employed to examine the measurement and structural models, assess mediation and moderation effects, and evaluate model fit and predictive validity. Results: The measurement model showed satisfactory reliability and validity; the structural model tested direct, mediating, and moderating effects. Results indicated that academic self-concept positively predicted both academic buoyancy and English language achievement. Academic buoyancy also positively predicted English language achievement, yielding a significant partial mediation from academic self-concept to English language achievement via academic buoyancy. Moderation analyses revealed a non-significant personal best effect on the academic self-concept to personal best path, but a significant negative moderation on the academic buoyancy to English language achievement path, suggesting that the achievement benefits of buoyancy are weaker when students' personal best orientation is higher. Discussion: The findings highlight the pivotal roles of academic self-concept and academic buoyancy in enhancing English language achievement while revealing boundary conditions linked to personal best. Pedagogically, strengthening students' self-belief and everyday academic resilience remains crucial; however, instructors should calibrate self-referenced goal setting to avoid inadvertently attenuating the performance yield of buoyant coping.

Indexed as

academic buoyancyacademic self-conceptEFLEnglish language achievementpersonal bestPLS-SEM

Identifiers

PMID41717455
PMCPMC12913403

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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.