ArticlePloS one2022
Temporal trends in frequency, type and severity of myopia and associations with key environmental risk factors in the UK: Findings from the UK Biobank Study.
Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed, 22 citations in OpenAlex.
- Low concentration atropine eye drops and progression of myopia in children: multicentre placebo controlled, double masked, randomised trial in the UK (CHAMP-UK).BMJ (Clinical research ed.) · 2026Trial
- Prevalence of myopia and myopia trends among optometric telemedicine users in Spain: a retrospective nationwide observational study.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026Article
- Prevalence of myopia among 26,697 school-aged children and adolescents in Taiyuan.BMC public health · 2026Article
- Article
- Myopia Prevalence Among 6-17 Years Students in Rural Areas of Seven Provinces of China.Journal of clinical medicine · 2026Article
- Epidemiology of refractive errors and its associated factors among medical students.Scientific reports · 2026Article
- The prevalence and costs of optical correction for childhood myopia in Scotland.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2025Article
- Revisiting the Trans-Ancestry Genetic Correlation of Refractive Error.Investigative ophthalmology & visual science · 2025Article
- The real-world effectiveness of defocus incorporated multiple segments and highly aspherical lenslets on myopia control: a longitudinal study from the French myopia cohort.BMJ open ophthalmology · 2025Observational
- Associations Between Myopia and Brain Volumes: An Observational and Genetic Analysis.Investigative ophthalmology & visual science · 2025Observational
- 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
- Article
- Review
- Eyecare practitioner perspectives and attitudes towards myopia and myopia management in the UK.BMJ open ophthalmology · 2024Article
- Prevalence and associated factors of refractive error among adults in South Ethiopia, a community-based cross-sectional study.PloS one · 2024Article
- A review of mechanism of action of outdoor exposure in preventing myopia incidence and progression.International journal of ophthalmology · 2024Review
- High myopia is protective against diabetic retinopathy in the participants of the National Health and Nutrition Examination Survey.BMC ophthalmology · 2023Article
- Cost-Effectiveness Analysis of Myopia Progression Interventions in Children.JAMA network open · 2023Article
- Prevalence of myopia: A large-scale population-based study among children and adolescents in weifang, china.Frontiers in public health · 2022Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
This study investigated temporal trends in the epidemiology of primary myopia and associations with key environmental risk factors in a UK population. Data were collected at recruitment (non-cycloplegic autorefraction, year of birth, sex, ethnicity, highest educational attainment, reason and age of first wearing glasses and history of eye disease) from 107,442 UK Biobank study participants aged 40 to 69 years, born between 1939 and 1970. Myopia was defined as mean spherical equivalent (MSE) ≤-1 dioptre (D). Temporal changes in myopia frequency by birth cohort (5-year bands using date of birth) and associations with environmental factors were analysed, distinguishing both type (childhood-onset, <18 years versus adult-onset) and severity (three categories: low -1.00 to -2.99D, moderate -3.00 to -5.99D or high ≥-6.00D). Overall myopia frequency increased from 20.0% in the oldest cohort (births 1939-1944) to 29.2% in the youngest (1965-1970), reflecting a relatively higher increase in frequency of adult-onset and low myopia. Childhood-onset myopia peaked in participants born in 1950-54, adult-onset myopia peaked in the cohort born a decade later. The distribution of MSE only shifted for childhood-onset myopia (median: -3.8 [IQR -2.4, -5.4] to -4.4 [IQR -3.0, -6.2]). The magnitude of the association between higher educational attainment (proxy for educational intensity) and myopia overall increased over time (adjusted Odds Ratio (OR) 2.7 [2.5, 2.9] in the oldest versus 4.2 [3.3, 5.2] in the youngest cohort), being substantially greater for childhood-onset myopia (OR 3.3 [2.8, 4.0] to 8.0 [4.2, 13]). Without delineating childhood-onset from adult-onset myopia, important temporal trends would have been obscured. The differential impact of educational experience/intensity on both childhood-onset and high myopia, amplified over time, suggests a cohort effect in gene-environment interaction with potential for increasing myopia frequency if increasing childhood educational intensity is unchecked. However, historical plateauing of myopia frequency does suggest some potential for effective intervention.
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