Evidence map›Paper›PMID 41798004›Full record

ArticleFrontiers in psychology2026

Factors influencing mental health literacy and its relationship with learning weariness in middle school students: a person-centered latent profile analysis.

Haijuan Zhu, Rui He, Jianjun Zhao, Zhiyong Yu, Kanghui Hou, Guanghua Pan

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Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Haijuan ZhuCollege of Health Science, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Rui HeCollege of Health Science, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Jianjun ZhaoPingdu Zhaoyang Middle School, Qingdao, Shandong, China.
Zhiyong YuShandong Provincial Mental Health Center, Jinan, Shandong, China.
Kanghui HouCollege of Health Science, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Guanghua PanCollege of Health Science, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aim: To explore the latent profiles of mental health literacy among middle school students and their relationship with learning weariness. Methods: A total of 1,174 middle school students were selected and assessed using the Mental Health Literacy Scale and the Learning Weariness Scale for Junior School Students. Latent profile analysis was used to classify the students' mental health literacy. Multinomial logistic regression was employed to explore the impact of demographic variables on the latent profiles, and the Bolck-Croon-Hagenaars (BCH) method was used to examine the relationship between the latent profiles of mental health literacy and learning weariness. Results: The mental health literacy of middle school students can be categorized into three latent profiles: the high literacy-balanced type (8.18%), the high cognition-low attitude type (61.50%), and the low literacy-developmental type (30.32%). Significant differences were observed among these latent profiles in both the total score and subscale scores of learning weariness ( Conclusion: Mental health literacy among middle school students is heterogeneous, and its latent profiles are closely associated with learning weariness. These findings provide a scientific basis and practical support for constructing a positive development system for middle school students.

Indexed as

adolescentlatent profile analysislearning wearinessmental health literacymiddle school students

Identifiers

PMID41798004
PMCPMC12963297

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