ArticleFrontiers in medicine2026
Prevalence, vector evolution, and visual impact of astigmatism: a large-scale study of 79,066 children in Beijing, China.
Article in Frontiers in medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Astigmatism is highly prevalent among school-aged children. This study aimed to evaluate the epidemiological distribution of astigmatism in a large-scale Chinese pediatric population and investigate the independent and interactive impacts of astigmatism magnitude and axis on uncorrected visual acuity (UCVA). Methods: This school-based, cross-sectional study conducted in Tongzhou District, Beijing, included 79,066 students aged 6 to 20 years (mean age: 11.35 ± 3.23 years). Participants underwent standardized non-cycloplegic autorefraction and UCVA assessment. Astigmatism was quantified by cylinder power and decomposed into Thibos vector components ( Results: The overall prevalence of astigmatism was 43.6%, pre-dominantly characterized by mild severity and the with-the-rule (WTR) subtype (82.9%). Both prevalence and severity increased progressively with advancing educational stages. Crucially, multivariate analysis revealed that after adjusting for spherical equivalent ( Conclusion: WTR is the pre-dominant astigmatism subtype in school-aged children, propelled by the concurrent myopization process. While the magnitude of astigmatism profoundly impairs UCVA-heavily modulated by the concurrent
Indexed as
Identifiers
What Socratic holds
Registered trials
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 Socratic graph.