Evidence map›Paper›PMID 41462350›Full record

ArticleBMC psychology2025

Teacher competence and students' motivation for learning in Chinese higher education: mediating roles of psychological flourishing and student engagement, and the moderating role of AI integration.

Xiang Chen, Sarminah Samad, Wansoo Kim

Abstract read
In one paragraph

Article in BMC psychology, 2025. 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
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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

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.

Xiang ChenSchool of Teacher Education, East China Normal University, Shanghai, 200062, China.
Sarminah SamadDepartment of Management, College of Business Administration, Princess Nourah bint Abdulrahman University, Riyadh, 11671, Saudi Arabia.
Wansoo KimGachon University, Seongnam-si, Republic of Korea. warooo@gachon.ac.kr.

Funding

Princess Nourah Bint Abdulrahman University PNURSP2025R4
6 · The paper itself

Abstract

This study explores how teacher competence influences university students’ English learning motivation in China, through the mediating roles of students’ psychological flourishing and engagement, and whether integrating AI in teaching moderates these effects. Guided by self-determination theory (SDT), we hypothesized that competent teachers foster an environment that enhances students’ well-being and active involvement, which in turn sustains higher motivation. Survey data were collected from N = 467 undergraduates studying English in Chinese higher education, and analyzed using partial least squares structural equation modeling (PLS-SEM). The results confirmed that teacher competence positively predicts students’ flourishing in English learning (a state of optimal well-being in the learning context) and student engagement (active participation in learning) (both p < 0.001). In turn, both flourishing and engagement show significant positive effects on students’ English learning motivation (p < 0.001). The mediation analysis revealed that these psychological and behavioral factors significantly carry the influence of teacher competence to motivation. Moreover, AI integration in teaching (e.g. using AI tutoring/chatbot support) moderated the pathway from teacher competence to student outcomes: at higher levels of AI use, the positive effects on engagement and motivation were amplified (interaction p < 0.01). These findings demonstrate an integrated framework where effective teaching and supportive technology jointly promote student motivation, extending SDT to a technology-enhanced context. The study underscores the importance of teacher training for competence, pedagogical strategies focused on student engagement and well-being, and culturally responsive AI-enhanced learning tools. Such a comprehensive approach can sustain and enrich students’ motivation for English learning in Chinese higher education.

Indexed as

LearningMotivationProfessional CompetenceStudentsAcademiaAdultChinaFemaleHumansIntelligent SystemsMalePsychological Well-BeingTeachingUniversitiesYoung AdultAI integrationEnglish learning motivationFlourishing in learningStudent engagementTeacher competence

Identifiers

PMID41462350
PMCPMC12752287

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.