ArticleOphthalmic epidemiology2022
Prevalence of pediatric eye disease in the optumlabs data warehouse.
Article in Ophthalmic epidemiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 2 of them syntheses 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
8 citing papers in PubMed, 2 syntheses or guidelines pooled it, 20 citations in OpenAlex.
- Gender differences in horizontal strabismus: Systematic review and meta-analysis shows no difference in prevalence, but gender bias towards females in the clinic.Journal of global health · 2023Pooled it
- The global prevalence of horizontal strabismus: A systematic review and meta-analysis with a focus on ethnic variation.Survey of ophthalmologyPooled it
- Prevalence of heterophoria, tropia, and near point of convergence abnormality in a high school student population in Erbil city center.International journal of ophthalmology · 2026Article
- The global prevalence of horizontal strabismus: a systematic review and meta-analysis with a focus on ethnic variation.medRxiv : the preprint server for health sciences · 2025Article
- Exploring Barriers To Visual Screening for Canadian Immigrants in a General Primary Care Clinic: A Retrospective Chart Review.Journal of immigrant and minority health · 2025Article
- Awareness of Amblyopia Among the Population of Jazan, Saudi Arabia: A Cross-Sectional Survey.Cureus · 2024Article
- Using Natural Language Processing to Identify Different Lens Pathology in Electronic Health Records.American journal of ophthalmology · 2024Article
- Inequities and Research Gaps in Ophthalmology: A Scoping Review.JAMA ophthalmology · 2023Article
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
purposeTo define the prevalence of medical eye disease diagnoses among children enrolled in commercial insurance plans in the United States and to evaluate differences among groups based on the US census region, race/ethnicity, and familial net worth.
methods: Retrospective study of de-identified claims data from the OptumLab® Data Warehouse (OLDW) between 2007 and 2018. All children (<19 years) in the OLDW with coverage were studied and those with a claim for a significant eye disease (strabismus, amblyopia, nystagmus or structural eye disorders) with minimum 6-months follow-up were studied. Baseline characteristics were extracted for the calculation of eye disease prevalence, including age, sex, race/ethnicity, region of residence, and family net worth. The prevalence of each type of eye disease was calculated among all children and by baseline characteristics.
results: 10,759,066 children met the study criteria. The presence of any significant eye diagnosis was 6.7%. Disease was diagnosed more often in whites (6.9%) than blacks (5.6%) and Hispanics (5.9%). The most common eye disease diagnosed was strabismus (3.2%) followed by amblyopia (1.5%). In the North-East region, there was a 10.6% prevalence of any significant eye disease diagnosis, whereas in the Mid-West, it was 7.4% followed by the South and West (5.9% and 5.3%, respectively) (
conclusion: Diagnosis of significant eye diseases is relatively common in American children. The most common medical eye disease diagnosis is strabismus. Prevalence of eye disease diagnosis from claims data varies between geographical regions and different income groups. This may reflect differences in healthcare utilization rather than true disease prevalence.
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Registered trials
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