Evidence map›Paper›PMID 42516586›Full record

ArticleFrontiers in ophthalmology2026

The global landscape of myopia prevalence and its social determinants in children and adolescents: a cross-regional analysis.

Chengfei Liu, Wei Dong, Zihao Wang, Yanying Li, Boyang Song, Yukang Li, Ye Zhang, Xiaokang He, Zhaojiang Du

Abstract read
In one paragraph

Article in Frontiers in ophthalmology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Chengfei LiuDepartment of Ophthalmology, Xi'an Central Hospital, Xi'an, China.
Wei DongDepartment of Ophthalmology, Xi'an Central Hospital, Xi'an, China.
Zihao WangDepartment of Ophthalmology, Xi'an Central Hospital, Xi'an, China.
Yanying LiDepartment of Ophthalmology, Xi'an Central Hospital, Xi'an, China.
Boyang SongDepartment of Ophthalmology, Xi'an Central Hospital, Xi'an, China.
Yukang LiDepartment of Ophthalmology, Xi'an Central Hospital, Xi'an, China.
Ye ZhangDepartment of Ophthalmology, Xi'an Central Hospital, Xi'an, China.
Xiaokang HeDepartment of Ophthalmology, Xi'an Central Hospital, Xi'an, China.
Zhaojiang DuDepartment of Ophthalmology, Xi'an Central Hospital, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Investigation of the global profile of myopia prevalence in children and adolescents and analysis of the impact of social factors, including economic development level, social welfare, education, demographic structure, and geographical environment, on the progression of myopia. Methods: A retrospective study analyzed data from 31 global datasets (2004-2023) to assess social determinants of myopia prevalence. Using univariate and multiple linear regression, we evaluated the associations between myopia prevalence in children and adolescents and macroeconomic, educational, demographic, and environmental factors sourced from public databases. To further assess the robustness of the results, sensitivity analyses were conducted. Results: Univariate linear regression analysis revealed that GDP (β = 0.369, Conclusion: East Asia exhibits the highest global prevalence of myopia in children and adolescents, while Europe and the Americas demonstrate comparatively lower, though variable, rates. Key influencing factors include economic development (GDP), social welfare (GDP per capita), demographic structure (population distribution and urbanization), and geographical setting (longitude).

Indexed as

demographic structureeconomic developmenteducationgeographical environmentmyopia prevalencesocial welfare

Identifiers

PMID42516586
PMCPMC13402112

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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.