Evidence map›Paper›PMID 40529683›Full record

ArticleFrontiers in public health2025

The association between myopia and mental health among Chinese children in primary and secondary school: a cross-sectional study.

Shijie Yu, Hongpo Yin, Wei Sun, Ruosong Yang, Ronghua Lai, Yushan Yu, Hongsheng Bi, Jianfeng Wu

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
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

3 citing papers in PubMed.

  1. The application of artificial intelligence in myopia prediction for children and adolescents: a review.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026
    Review
  2. Article
  3. Article
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

8 authors.

Shijie Yu *Medical College of Optometry and Ophthalmology, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Hongpo Yin *Affiliated Eye Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Wei Sun *Affiliated Eye Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Ruosong YangMedical College of Optometry and Ophthalmology, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Ronghua LaiMedical College of Optometry and Ophthalmology, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Yushan YuDepartment of Public Health and Primary Care, Faculty of Medicine and Health Sciences, International Centre for Reproductive Health, Ghent University, Ghent, Belgium.
Hongsheng BiAffiliated Eye Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.
Jianfeng WuMedical College of Optometry and Ophthalmology, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This study aimed to investigate the association between myopia and mental health among Chinese children in primary and secondary school. Methods: This study employed a cross-sectional study design, including 1,640 children and their parents, via an online survey. The children underwent routine eye examinations including cycloplegic autorefraction. Multivariable linear and logistic regression models were used to examine the association between myopia and mental health. Multivariable linear regression analyses were performed in distinct subgroups. Results: Among all children, 836 children (50.98%) were boys; the mean age was 9.39 ± 2.22 years old. A decline in visual acuity last year was associated with a higher strengths and difficulties questionnaire (SDQ) total difficulties score (β = 0.564, 95% CI: 0.064, 1.064) and an increased risk of borderline mental health problems (OR = 1.863, 95% CI: 1.135, 3.057). Abnormal mental health problems were more likely to occur in myopic children than emmetropic children (OR = 3.601, 95% CI: 1.070, 12.456). The risk of abnormal mental health problems decreased with an increase in number of correctly identified the early treatment diabetic retinopathy study (ETDRS) markers (OR = 0.964, 95% CI: 0.933, 0.997). In grades 3-4, myopic children had a higher SDQ total difficulties score compared with emmetropic children (β = 1.065, 95% CI: 0.200, 1.929), and children with a decline in visual acuity last year had a higher SDQ total difficulties score than those without decline (β = 0.981, 95% CI: 0.011, 1.951). Conclusion: Myopic children, especially in grades 3-4, were more susceptible to mental health problems than emmetropic peers. This shows the importance of early targeted counseling for mental health in myopic children.

Indexed as

Mental DisordersMental HealthMyopiaAdolescentChildChinaCross-Sectional StudiesEast Asian PeopleFemaleHumansMaleSchoolsSurveys and QuestionnairesVisual AcuitychildrenChinamental healthmyopiastrengths and difficulties questionnaire

Identifiers

PMID40529683
PMCPMC12170659

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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.