Evidence map›Paper›PMID 41323887›Full record

ArticleFrontiers in psychology2025

How does digital learning resource accessibility affects math learning anxiety in high school-an empirical analysis based on PISA 2022.

Cunkuan Wang, Guizhen Yang, Haoran Cui, Yuelong Ming, Zhendong Sun

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Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Cunkuan Wang *School of Education Science, Ningbo University, Ningbo, China.
Guizhen Yang *School of Education Science, Ningbo University, Ningbo, China.
Haoran CuiSchool of Education Science, Qingdao University, Qingdao, China.
Yuelong MingInstitute of Education, Xiamen University, Xiamen, China.
Zhendong SunSchool of Education Science, Qingdao University, Qingdao, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: As math learning anxiety remains a persistent barrier to student achievement and well-being, it is crucial to understand how digital learning environments can alleviate or intensify this issue. Methods: Drawing on large-scale PISA 2022 survey data from high-school students, this study examines how the quality, usage frequency and manner of use of digital learning resources relate to students' math learning anxiety, with teacher support and sense of school belonging tested as moderators. Results: Linear regression analyses reveal that both the quality of digital learning resources and their manner of use are significantly associated with reduced math learning anxiety, whereas usage frequency shows no significant effect. Moderation analyses further indicate that teacher support consistently buffers the impact of all three dimensions of digital resource accessibility on math anxiety, while sense of school belonging only moderates the effects of quality and manner of use. Discussion: These findings underscore the importance of ensuring high-quality digital resources, fostering supportive teacher-student interactions, and cultivating students' sense of belonging to reduce math-learning anxiety. Limitations include the cross-sectional design and self-reported data; future longitudinal or experimental studies should test these patterns across contexts.

Indexed as

digital learning resourcesmath learning anxietyqualitysense of school belongingteacher support

Identifiers

PMID41323887
PMCPMC12660207

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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.