ArticleEuropean journal of epidemiology2024
Gender issues in myopia: a changing paradigm in generations.
Article in European journal of epidemiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 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
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Who cites it
13 citing papers in PubMed.
- Global and Regional Burden of Refraction Disorders In Children, Adolescents and Young Adults from 1990 to 2021: Trends, Inequalities and Future Predictions with Machine Learning.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2026Article
- Exploring Characteristics and Systemic Health Links in Myopic Australian Adults.Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2026Article
- An alternative to causal mediation for inequality research: which questions can be answered?Social psychiatry and psychiatric epidemiology · 2026Article
- Distribution and Time Trends of Refractive Errors in Japanese Spectacle Wearers.Investigative ophthalmology & visual science · 2026Article
- Myopia as a Global Public Health Challenge a Narrative Review.Life (Basel, Switzerland) · 2026Review
- Article
- Association between peripheral retinal lesions and ocular biometric parameters in adults with mild-to-moderate myopia attending a refractive surgery clinic.Frontiers in medicine · 2026Article
- Increased prevalence of myopia in Swedish conscripts between 1975 and 1995 - associations with education and verbal ability.Acta ophthalmologica · 2025Article
- Prevalence and Risk Factors for Myopia in Primary School Children in Madrid: A School-Based Cycloplegic Refraction Study.International journal of environmental research and public health · 2025Article
- Trends and predictions of myopia among Chinese children aged 7-12 years from 1985 to 2019.Scientific reports · 2025Article
- The prevalence and demographic profile of myopia among school children in Beirut City, Lebanon.BMC public health · 2025Article
- Myopia is predominantly genetic or predominantly environmental?Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians (Optometrists) · 2025Article
- Uncovering predictors of myopia in youth: a secondary data analysis using a machine learning approach.Frontiers in medicine · 2025Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
Myopia is becoming an important cause of visual impairment. Determining risk profiles will help to develop targeted prevention strategies. This study aims to explore the difference in myopia development between genders in two cohorts representing different generations, and to assess whether hypothetical interventions targeting education or lifestyle factors would reduce a gender gap. This study included two Dutch population-based cohorts; 11,109 adults aged ≥ 45 years from the Rotterdam Study I-III born between 1887 and 1960, and 7229 children from the birth cohort Generation R study born between 2002 and 2006 at age 9-13 years. Sequential G-estimation was used to estimate changes in gender-specific myopia prevalence, incidence and spherical equivalent if hypothetical interventions such as education and lifestyle changes would have been implemented. Myopia prevalence was 32.3% in men and 29.3% in women in the generation born between 1887 and 1960 (0.23 dioptre difference in spherical equivalent; p < 0.001); while this prevalence was 20.2% in boys and 24.7% in girls born between 2002 and 2006 at age 13 (0.15 dioptre difference in spherical equivalent; p = 0.02). In the older generation, hypothetically intervening to lower education reduced the difference between genders by -52.4% (-108.0%; -13.2%) for spherical equivalent and - 53.0% (-112.0%; -11.6%) for myopia. In children, hypothetically intervening on reducing reading time (-50.0%, 95%CI=-267.5%; 33.8% for spherical equivalent) and number of books read/week (-76.8%, 95% CI=-349.9%; 20.2% for spherical equivalent) was most prominent, but not statistically significant. The results show that men had a higher prevalence of myopia in our study of older generations; while girls had a higher prevalence in the young generation. Our hypothetical interventions suggest that these generation-specific gender preponderances were largely due to education and, possibly, lifestyle factors in youth.
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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.