ArticleJAMA pediatrics2019
Association of Visual Impairment With Economic Development Among Chinese Schoolchildren.
Article in JAMA pediatrics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.
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Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it, 54 citations in OpenAlex.
- The relationship between green space and myopia in children and adolescents: a systematic review and meta-analysis.Frontiers in public health · 2026Pooled it
- Effect of no eyeglasses sales on the quality of eye care: an experimental evidence from China.BMC public health · 2024Trial
- Targeted Cycloplegia in Refractive Screening of Children and Adolescents: Development and Internal Validation of a Pre-Cycloplegia Risk Prediction Model - 10 PLADs, China, 2020-2024.China CDC weekly · 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
- Gender disparities in the burden of vision impairment and regional environmental susceptibility among Chinese children and adolescents.The British journal of ophthalmology · 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
- A concept reflecting relative visual acuity insufficiency among low and moderate myopia students in east of China: Yicheng Myopia Study.BMC public health · 2025Article
- Protecting children's vision is a systematic project-a cross-sectional survey on myopia among preschool children in Shantou, China.Journal of translational medicine · 2025Article
- [Epidemiological characteristics of myopia and pre-myopia among preschool children aged 5-6 years in ten provinces of China].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2025Article
- Area-level factors influencing geographical distribution of myopia prevalence among school-aged children and adolescents in Northwest China.Journal of global health · 2025Article
- Changes in eye axis length and corneal curvature in central China from the perspective of birth year.Eye (London, England) · 2025Article
- Vision screening of school-aged children in Wuqia County: a cross-sectional study in western China.Frontiers in medicine · 2025Article
- A survey of public eye-care behavior and myopia education.Frontiers in public health · 2025Article
- Development of a machine learning model to predict low vision aid fitting for visually impaired patients.Frontiers in medicine · 2025Article
- Socioeconomic disparities and green space associated with myopia among Chinese school-aged students: A population-based cohort study.Journal of global health · 2024Article
- Compliance and Determinants of Spectacle Wear Among Moroccan Adults Residing Beni-Mellal Khénifra Region.The British and Irish orthoptic journal · 2024Article
- Association between uveitis onset and economic development in mainland China.BMC public health · 2023Article
- Impact of Area-Level Socioeconomic and Environmental Measures on Reduced Visual Acuity Among Children and Adolescents.Investigative ophthalmology & visual science · 2023Article
- Paediatric vision screening in Urban Lhasa from the Tibetan Plateau of Southwest China.Eye (London, England) · 2023Article
- Prevalence Patterns and Onset Prediction of High Myopia for Children and Adolescents in Southern China via Real-World Screening Data: Retrospective School-Based Study.Journal of medical Internet research · 2023Article
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Authors and funding
7 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Few studies have reported the association of economic growth with trends of visual impairment in schoolchildren in China or elsewhere. Objectives: To describe 30-year trends and patterns in visual impairment in China and to explore the association between visual impairment and economic development. Design, Setting, and Participants: In this time series analysis of 7 successive cross-sectional surveys from 1985 to 2014, a total of 1 951 084 schoolchildren aged 7 to 18 years from all provinces and autonomous regions of mainland China, excluding Tibet, were studied. In 1985, the survey was conducted between March to June; In 1991-2014, the surveys were conducted between September and November. Data analysis was performed from April 1, 2018, to January 31, 2019. Exposures: The province-level gross domestic product (GDP) per capita was extracted from the China Statistical Yearbook. Main Outcomes and Measures: Visual impairment, defined as unaided distance visual acuity of worse than 6/7.5 (20/25 Snellen equivalent), and moderate to severe visual impairment, defined as unaided distance visual acuity of worse than 6/18 (20/63 Snellen equivalent), in the worse eye. Results: A total of 1 951 084 participants (mean [SD] age, 12.6 [3.4] years; 50.5% male) were included in the analysis. Among students aged 7 to 18 years, the prevalence of visual impairment increased from 23.7% (95% CI, 23.6%-23.8%) in 1985 to 35.1% (95% CI, 34.9%-35.3%) in 1995 to 55.0% (95% CI, 54.8%-55.3%) in 2014. In 2014, the prevalence was higher among girls (58.3%; 95% CI, 54.8%-55.3%) vs boys (51.8%; 95% CI, 51.5%-52.1%) (prevalence ratio [PR] girls vs boys, 1.12; 95% CI, 1.11-1.13) and among students living in urban (59.9%; 95% CI, 59.6%-60.2%) vs rural (50.2%; 95% CI, 49.9%-50.5%) areas (PR urban vs rural, 1.17; 95% CI, 1.16-1.18), although a more rapid relative increase in prevalence occurred in rural areas (15.3% in 1985 to 50.2% in 2014) than in urban areas (31.5% in 1985 to 59.9% in 2014). From 1995 to 2014, the GDP in China increased from $1263 to $7594 (in 2014 US$ constant price). After demographic characteristics (cluster effect of school, age, sex, urban vs rural location, and relative socioeconomic status within province) were adjusted for, the regression model revealed that every 100% increase in GDP was associated with a 20% (PR, 1.20; 95% CI, 1.20-1.21) increase in the relative risk of visual impairment and a 27% (PR, 1.27; 95% CI, 1.26-1.27) increase in the relative risk of moderate to severe visual impairment. The association was stronger in male (PR, 1.22; 95% CI, 1.21-1.23 for male [as reference] vs 1.19; 95% CI, 1.18-1.19 for female; P < .001), rural (PR, 1.32; 95% CI, 1.31-1.33 for rural [as reference] vs 1.12; 95% CI, 1.12,-1.33 for urban; P < .001), and younger age groups (PR, 1.27; 95% CI, 1.24-1.29 for 7-9 years of age [as reference] vs 1.34; 95% CI, 1.32-1.36 for 10-12 years of age; P < .001; 1.21; 95% CI, 1.20-1.22 for 13-15 years of age; P < .001; and 1.12; 95% CI, 1.11,-1.13 for 16-18 years of age; P < .001). Conclusions and Relevance: The rapid increase of visual impairment prevalence and the association between GDP and visual impairment over time suggest that further exacerbation of childhood visual impairment may occur as economic development continues in China.
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