Evidence map›Paper›PMID 41957745›Full record

Observational studyBMC public health2026

The incidence of myopia and the factors associated with it among primary and junior high school students in Shihezi, China, a cohort study based on the SHAP model.

Xiaopeng Hu, Xianyan Yuan, Hua Li, Yuting Xie, Liqun Wang, Dongsheng Rui

Abstract readObservational Study
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Observational study in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

6 authors.

Xiaopeng HuMedical School, Shi Hezi University, No.2 221 North Fourth Road, Shihezi City, Xinjiang, 832003, China.
Xianyan YuanShihezi City Centre for Disease Control and Prevention, Shihezi City, Xinjiang, 832099, China.
Hua Li, Kindergarten No. 5, Gaotai, Gansu, 734300, China.
Yuting XieMedical School, Shi Hezi University, No.2 221 North Fourth Road, Shihezi City, Xinjiang, 832003, China.
Liqun WangMedical School, Shi Hezi University, No.2 221 North Fourth Road, Shihezi City, Xinjiang, 832003, China.
Dongsheng RuiMedical School, Shi Hezi University, No.2 221 North Fourth Road, Shihezi City, Xinjiang, 832003, China. ruidongsheng@shzu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMyopia has been a major public health problem worldwide, with the highest incidence of myopia in East Asia. Investigating the incidence of myopia (non-cycloplegic) and its associated factors among children in primary and junior high school in underdeveloped regions of China.

methodsThis observational cohort study was completed in Shihezi, China, which was drawn from nine primary and secondary schools with a follow-up period from 2018 to 2023, all of which were randomly selected in proportion to the number of schools in the city. Students (with or without myopia (non-cycloplegic)) who have been able to participate continuously for three consecutive years starting from 2018 were eligible for inclusion. Data analysis occurred from April 2025 and May 2025.

resultsA total of 3,551 primary (median [P25, P75] age 7.5 [6.8, 9.0] years; 1077/2345 [45.9] girls) or junior high school (median [P25, P75] age 12.8 [12.4, 13.1]years; 585/1206 [45.9] girls) students were included. The annual incidence of myopia was 10% to 21% in primary and junior high schools. A higher hyperopic reserve in primary and junior high school students served as a protective factor against myopia onset. Female sex and parental myopia were risk factors for myopia incidence in primary school students, while > 8 h of sleep was protective in this group. Furthermore, the hyperopic reserve progressively disappeared from grades 1–2. Based on the SHAP model, the order of importance of the factors influencing the incidence of myopia was SE, segment, weight, sleep time, height, gender, and parental myopia.

conclusionsThe significantly higher prevalence of myopia among students in underdeveloped regions of China, combined with earlier depletion of the hyperopic reserve, suggests a potential shift toward earlier myopia onset. These findings highlight the need for early interventions in school-aged children, if confirmed through cycloplegic refraction.

Indexed as

MyopiaStudentsAdolescentChildChinaCohort StudiesFemaleHumansIncidenceMaleRisk FactorsSchoolsChildren and adolescentsHyperopia reserveIncidenceMyopiaSHAP model

Identifiers

PMID41957745
PMCPMC13192220

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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.