Evidence map›Paper›PMID 41673640›Full record

ArticleBMC public health2026

Association between myopia and refractive parameters with eye behaviors in childhood aged 6 ~ 9 years: a follow-up study in Beijing.

Lingling Bai, Manman Chen, Qian Li, Junyu Chen, Qiang Fu, Yanshuo Liu, Lichun Wang, Guanqing Wang, Bin Dong, Hongxing Wang

Abstract read
In one paragraph

Article in BMC public health, 2026. 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

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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.

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Lingling Bai *Department of Ophthalmology, Chuiyangliu Hospital affiliated with Tsinghua University, Beijing, 100022, China.
Manman Chen *School of Population Medicine and Public Health, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
Qian LiDepartment of Ophthalmology, Chuiyangliu Hospital affiliated with Tsinghua University, Beijing, 100022, China.
Junyu ChenDepartment of Ophthalmology, Chuiyangliu Hospital affiliated with Tsinghua University, Beijing, 100022, China.
Qiang FuDepartment of Ophthalmology, Chuiyangliu Hospital affiliated with Tsinghua University, Beijing, 100022, China.
Yanshuo LiuDepartment of Ophthalmology, Chuiyangliu Hospital affiliated with Tsinghua University, Beijing, 100022, China.
Lichun WangDepartment of Ophthalmology, Chuiyangliu Hospital affiliated with Tsinghua University, Beijing, 100022, China.
Guanqing WangDepartment of Ophthalmology, Chuiyangliu Hospital affiliated with Tsinghua University, Beijing, 100022, China.
Bin DongInstitute of Child and Adolescent Health, School of Public Health, Peking University, Beijing, 100191, China. bindong@bjmu.edu.cn.
Hongxing WangDepartment of Ophthalmology, Chuiyangliu Hospital affiliated with Tsinghua University, Beijing, 100022, China. whxjsei@qq.com.

Funding

Beijing Municipal Natural Science Foundation 7242187Beijing Science and Technology Planning Project Z181100001718133
6 · The paper itself

Abstract

backgroundThe prevalence of myopia in children has become a major public health concern globally, with a notably rapid increase in China. This study aimed to investigate the association between myopia and refractive parameters, as well as eye health behaviors in childhood.

methodsWe performed two cross-sectional assessments at the same school, the first involving 921 children aged 6 ~ 9 years initially, and the second 6 months later involving 1073 children. A total of 271 children participated in both surveys, providing longitudinal data on eye function measures and eye-related behaviours. Refractive parameters, including spherical equivalent (SE) and axial length (AL), were measured using standard optometric equipment. Multiple linear regression and logistic regression models were used to analyze eye parameters and myopia respectively. Furthermore, stratification was performed based on whether or not there was hyperopic reserve at baseline.

resultsIn our longitudinal analysis, a higher prevalence of myopia was observed in girls compared to boys at both baseline (37.80% vs. 33.69%, respectively) and at a 6 months follow-up (35.50% vs. 31.21%, respectively). A notable correlation was found between increased screen time and myopia development, with the OR at 1.49 (95% CI: 1.00 to 2.23; P = 0.049). Notably, prolonged use of electronic devices was associated with a decrease in SE (β=-0.20, 95% CI: -0.37 to -0.02; P = 0.029), while poor reading and writing postures were linked to an increase in AL (β = 2.14, 95% CI: 0.69 to 3.59; P = 0.004). In the context of hyperopic reserve, adequate sleep was found to be protective against increases in AL (β=-8.90, 95% CI: -16.92 to -0.89, P = 0.042). Conversely, the use of fonts that are too small or otherwise inappropriate was associated with increased SE (β = 0.68, 95% CI: 0.12 to 1.24, P = 0.029).

conclusionThese findings underscore the importance of promoting healthy eye behaviors in early childhood and could inform the design of interventions aimed at preventing myopia in this vulnerable age group. Specifically, behavioral modifications can serve as an effective measure to preserve the eyesight of students who possess hyperopic reserve.

Indexed as

MyopiaRefraction, OcularBeijingChildChinaCross-Sectional StudiesFemaleFollow-Up StudiesHumansMalePrevalenceEye behaviorsFollow-up studyMyopiaRefractive parametersYounger children

Identifiers

PMID41673640
PMCPMC12997833

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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.