ArticleBMC ophthalmology2021
Understanding risks of refractive error among Chinese children amidst pandemic disruptions: results from a rapid survey.
Article in BMC ophthalmology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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
5 citing papers in PubMed, 20 citations in OpenAlex.
- Optimizing myopia prediction in children and adolescents using machine learning: a multi-factorial risk assessment model.Frontiers in medicine · 2025Article
- Development of a risk score for myopia: A cohort study conducted among school-aged children in China.Indian journal of ophthalmology · 2024Article
- Steep increase in myopia among public school-going children in South India after COVID-19 home confinement.Indian journal of ophthalmology · 2022Article
- Complex Interplay Between COVID-19 Lockdown and Myopic Progression.Frontiers in medicine · 2022Article
- The Impact of Study-at-Home During the COVID-19 Pandemic on Myopia Progression in Chinese Children.Frontiers in public health · 2021Article
Corrections and comments
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Authors and funding
3 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDespite effectiveness in delaying the spread of the pandemic, frequent and extended disruption to children's livelihoods have fomented new norms in which learning routines encounter immense change. In particular, increased sedentary e-learning engagement with electronic screens and exposure to stressful circumstances are likely to pose adverse risks for children's vision development.
methodsThis present study examines the link between near-sighted refractive error, and sedentary exposure to electronic screens, psychosocial stress level, and outdoor activities. A Rapid Survey Methodology (RSM) design was utilized to collect information on subject's vision condition, sedentary electronic screen use, and level of psychosocial stress, in addition to detailed socio-demographic background characteristics.
resultsThis study involves 2234 subjects enrolled in 1st to 6th grade in primary schools. Every 1 diopter hour increase in electronic screen use per day is associated with 1.036 OR (95% CI =1.024-1.047, p-value< 0.050), while every 1 h • W m
conclusionsFindings in this study show that many factors, including grade level and prior vision condition, contribute to increased risks of near-sighted refractive error during the COVID-19 pandemic. More strikingly, pandemic-related behavioral modifications such as lengthy sedentary electronic screen use and elevated levels of psychosocial stress are two critical channels affecting children's eye health.
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