Evidence map›Paper›PMID 41735967›Full record

ArticleBMC public health2026

A quasi-experimental design study on myopia preventive intervention based on the MMHEM health promotion model.

Zehui Yan, Litao Chang, Weimin Gao, Dafeng Huang, Jinjiao Zhang, Zixue Ma, Xixi Li, Xiao Luo, Yayi Dai, Chenxi Su and 1 more

Abstract read
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Article 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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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Zehui YanSchool of Public Health, Kunming Medical University, Kunming, 650500, China.
Litao ChangYunnan Center for Disease Control and Prevention, Kunming, 650022, China.
Weimin GaoSchool of Public Health, Kunming Medical University, Kunming, 650500, China.
Dafeng HuangYunnan Center for Disease Control and Prevention, Kunming, 650022, China.
Jinjiao ZhangSchool of Public Health, Kunming Medical University, Kunming, 650500, China.
Zixue MaSchool of Public Health, Kunming Medical University, Kunming, 650500, China.
Xixi LiSchool of Public Health, Kunming Medical University, Kunming, 650500, China.
Xiao LuoSchool of Public Health, Kunming Medical University, Kunming, 650500, China.
Yayi DaiSchool of Public Health, Kunming Medical University, Kunming, 650500, China.
Chenxi SuSchool of Public Health, Kunming Medical University, Kunming, 650500, China.
Ying HuangSchool of Public Health, Kunming Medical University, Kunming, 650500, China. Huangying02@163.com.

Funding

Kunming Medical University No.81960593
6 · The paper itself

Abstract

backgroundChildhood myopia, driven by modifiable environmental factors like insufficient outdoor exposure, remains a global challenge. Existing interventions often lack frameworks bridging theory to practice. This study evaluated the Multisensory Multilevel Health Education Model (MMHEM)—a novel model integrating cultural, artistic, and scientific elements—to design a school-based myopia intervention in Yunnan’s minority areas.

methodsWe conducted a quasi-experimental study based at the school, employing the difference comparison analysis method. A total of 136 students from two middle schools were assigned by convenience sampling to either an MMHEM-based intervention group (n = 83) or a control group (n = 53). The experimental group consisted of first-grade students from an ethnic middle school, while the control group was composed of first-grade students from another middle school in the same city with similar economic conditions and student sources. Refractive error was measured using non-cycloplegic autorefraction. Outcome measures included myopia prevalence and incidence, spherical equivalent (SE), and axial length (AL), which were tracked over a three-year period (from 2020 to 2023).

resultsThe DID analysis revealed a significant intervention effect: the myopic shift (SE) was reduced by 0.18 D (95% CI: 0.05 to 0.31, P = 0.007), and axial elongation (AL) was slowed by 0.08 mm (95% CI: 0.02 to 0.14, P = 0.012) in the intervention group relative to controls. Consistent with this, the cumulative incidence of myopia was significantly lower in the intervention group (29.4%) than in the control group (56.6%; P < 0.01). A similar protective effect was observed for moderate/high myopia incidence (21.3% to 42.6%; P < 0.05). Furthermore, outdoor activity scores improved significantly in the intervention group (from 10.31 to 11.23, P < 0.05), although no significant changes were noted in screen time or close-range eye habits.

conclusionA school-based comprehensive intervention, guided by the MMHEM and integrating strategies across the art, culture, and science fields, was associated with a lower incidence of myopia and slower axial elongation over two years compared to a control school. These research results indicate that the intervention measures with cultural customization attributes formulated based on the MMHEM model in this study have initially achieved the set goals, providing methodological references for behavioral intervention in ethnic minority areas. In the future, random controlled trials (RCTs) can be incorporated to further verify the effectiveness of the intervention measures and ensure their wider applicability.

Indexed as

Health PromotionMyopiaSchool Health ServicesChildChinaFemaleHumansMaleNon-Randomized Controlled Trials as TopicAdolescentsEthnic minoritiesEvaluationHealth promotionInterventionMMHEMMyopiaQuasi-experimental design

Identifiers

PMID41735967
PMCPMC13064049

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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.