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Unraveling the psychological and behavioral pathways connecting classroom instruction to mathematics achievement: insights from TALIS Shanghai data

Weitong Liu, Xinwei Chang, Yuxuan Yan, Hui Zhang

Frontiers in Psychology · 2026

Vollständiger Abstract

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Background Understanding the complex classroom pathways that underlie student learning outcomes is vital for pedagogical improvement. While prior scholarship highlights isolated instructional variables via survey methods, empirical insights regarding the simultaneous behavioral and psychological pathways in real classroom settings remain scarce. Methods Using secondary data from the 2018 Teaching and Learning International Survey (TALIS) Global Teaching Insights (GTI) video study in Shanghai, China ( N = 85 mathematics teachers; N = 2,613 students), this study applies Structural Equation Modeling (SEM) to examine the concurrent associations among classroom management, teacher emotional support, and mathematics achievement via the distinct mediating mechanisms of classroom interaction (quantity/quality), cognitive engagement, and subject-specific self-efficacy. Results The results reveal a dual effect of classroom management: while it improves the quality of interactions, it simultaneously reduces the frequency of interaction, thereby weakening students’ efficacy and achievement. In contrast, emotional support from teachers enhances both the frequency and quality of classroom interactions, ultimately promoting cognitive engagement and academic performance. Moreover, interaction quantity and quality exert comparable influences on outcomes, with cognitive engagement and subject-specific efficacy functioning as key mediators. Conclusion These findings shed light on the psychological and behavioral dynamics underlying classroom improvement, highlight the value of emotionally supportive and interaction-balanced teaching practices, and provide empirical support for both social-cognitive and constructivist theories of learning.

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Publikationsdaten

Autor:innen
Weitong Liu, Xinwei Chang, Yuxuan Yan, Hui Zhang
Quelle
Frontiers in Psychology
Publikation
2026-01-01
Band / Ausgabe
Nicht angegeben
Seiten
Nicht angegeben
ISSN / ISBN
1664-1078
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Weitong Liu, Xinwei Chang, Yuxuan Yan, Hui Zhang (2026). Unraveling the psychological and behavioral pathways connecting classroom instruction to mathematics achievement: insights from TALIS Shanghai data. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2026.1831480
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