ArticleJAMA network open2023
Urban Living Environment and Myopia in Children.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.
What it found
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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.
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Who cites it
24 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.
- Exposure-response association between outdoor activity time and myopia risk in Chinese children and adolescents: a systematic review and meta-analysis.Journal of global health · 2026Pooled it
- Disparity and Inequity of Elementary School Children's Vision Health and Basic Clinic Resources in Rural and Urban Areas in Taiwan.Children (Basel, Switzerland) · 2026Article
- Comments on Diversified segmental defocus optimization lenses with and without atropine for myopia prevention: a randomized clinical trial.Annals of translational medicine · 2026Article
- Impact of multi-dimensional urbanization on poor vision and myopia among Chinese children and adolescents: evidence from national surveys between 2010 and 2019.BMC public health · 2026Article
- Controlling Myopia: Insights from a Nation-Wide Clinical Practice Survey.Journal of clinical medicine · 2026Article
- Development and Diagnostic Accuracy of a Novel Screening Tool for Early Detection of Pediatric Visual Impairment in Indonesian School-Aged Children.Healthcare (Basel, Switzerland) · 2026Article
- Body Mass Index is Associated With Direction-Specific Increases in With-the-Rule Corneal and Refractive Astigmatism in Schoolchildren.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2026Article
- Circadian rhythms regulate refractive development across species.bioRxiv : the preprint server for biology · 2026Article
- Prevalence and incidence of myopia and high myopia among children and adolescents in Qingdao, China (2022-2024): a longitudinal study.BMC public health · 2026Article
- Associated factors of myopia in a Portuguese sample of adolescents: Parental history and school-related lifestyle.PloS one · 2026Article
- Three-year surveillance of myopia trends and urban-rural disparities among schoolchildren in a Coastal City of Southern China.Frontiers in public health · 2026Article
- Childhood myopia in the modern environment: modifiable risk factors and evidence-based prevention.International journal of ophthalmology · 2026Review
- SatHealth: A Multimodal Public Health Dataset with Satellite-based Environmental Factors.KDD : proceedings. International Conference on Knowledge Discovery & Data Mining · 2025Article
- Prevalence of myopia in Europe: a systematic review and meta-analysis of data from 14 countries.The Lancet regional health. Europe · 2025Article
- Intraocular pressure is a promising target for myopia control.Journal of translational medicine · 2025Article
- Trends in myopia prevalence and projected visual impairment in Western Europe: a pooled analysis of Dutch population-based cohorts (1900-2000).BMJ public health · 2025Article
- Uncovering predictors of myopia in youth: a secondary data analysis using a machine learning approach.Frontiers in medicine · 2025Article
- Shaping school for childhood myopia: the association between floor area ratio of school environment and myopia in China.The British journal of ophthalmology · 2024Article
- Association between weekend catch-up outdoor duration and prevalence of myopia: evidence from a cross-sectional, multi-center study in China.BMC public health · 2024Article
- Three optical intervention methods for low myopia control in children: a one-year follow-up study.BMC ophthalmology · 2024Article
Corrections and comments
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Authors and funding
8 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: The global prevalence of myopia has shown a steady increase over recent decades, with urban areas seemingly experiencing a more significant impact. Objective: To assess the association between urbanization and the prevalence, incidence, progression, and severity of myopia. Design, Setting, and Participants: This cohort study included students in grades 1 to 6 in Tianjin, China, who underwent 3 vision examinations conducted over a 2-year period, from March 1, 2021, to March 31, 2023. Participants from grades 1 to 4 completed the 2-year follow-up. Exposures: Urban living environment. Main Outcomes and Measures: The association of urbanization with the incidence, progression, prevalence, and severity of myopia. To quantify urbanization, an urban score was constructed using satellite data and an iterative exploratory factor analysis. Results: Of 177 894 students (51.7% male; mean [SD] age, 10.27 [1.75] years) included in the study, 137 087 students (52.3% male; mean [SD] age, 8.97 [1.21] years) were followed up for 2 years. A positive association was identified between myopia incidence and urbanization. Specifically, each 1-unit increment in the urban score was associated with an increased risk of myopia over a 1-year period (odds ratio [OR], 1.09; 95% CI, 1.01-1.15; P = .02) and a 2-year period (OR, 1.53; 95% CI, 1.50-1.57; P < .001). Conversely, each 1-unit increase in the urban score was associated with a significant decrease in myopia progression at 1 year (OR, 0.84; 95% CI, 0.82-0.86; P < .001) and 2 years (OR, 0.73; 95% CI, 0.70-0.75, P < .001). In a cross-sectional data analysis, the urban score was positively associated with myopia prevalence (OR, 1.62; 95% CI, 1.08-2.42; P = .02) and negatively associated with myopia severity, as indicated by spherical equivalent refraction (OR, 1.46; 95% CI, 1.07-1.99; P = .02). Conclusions and Relevance: This study exploring urban living environments and myopia revealed dual associations of urban living with both the incidence and the progression of myopia. The observed patterns emphasize the urgency of promptly implementing myopia control strategies in less urbanized regions, where myopia progression may be accentuated.
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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 OpenQuestion graph.