ArticleOphthalmology2022
Racial and Socioeconomic Differences in Eye Care Utilization among Medicare Beneficiaries with Glaucoma.
Article in Ophthalmology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 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
50 citing papers in PubMed, 2 syntheses or guidelines pooled it, 89 citations in OpenAlex.
- Prevalence of Glaucoma Among US Adults in 2022.JAMA ophthalmology · 2024Pooled it
- Evaluation of the Observational Associations and Shared Genetics Between Glaucoma With Depression and Anxiety.Investigative ophthalmology & visual science · 2024Pooled it
- Branch retinal artery occlusion time to presentation and diagnosis: a retrospective review.International journal of retina and vitreous · 2026Article
- Socioeconomic and Clinical Factors Associated with Keratoconus Severity and Follow-Up in a Tertiary Referral Cohort.Clinical ophthalmology (Auckland, N.Z.) · 2026Article
- Clinically informed semi-supervised learning improves disease annotation and equity from electronic health records: a glaucoma case study.NPJ digital medicine · 2025Article
- Predictors of Glaucoma Conversion in an African Ancestry Cohort: A Longitudinal Study.American journal of ophthalmology · 2025Article
- The Impact of Social Determinants of Health on Ocular Diseases in Western New York: A Comparative Ecological Study of Two U.S. Counties.Healthcare (Basel, Switzerland) · 2025Review
- Clinically Informed Semi-Supervised Learning Improves Disease Annotation and Equity from Electronic Health Records: A Glaucoma Case Study.Research square · 2025Article
- Longitudinal Trends in Resource Utilization Associated With Newly Diagnosed Primary Angle Closure Glaucoma in the United States.Journal of glaucoma · 2025Article
- Evaluating a virtual reality visual fields analyzer in an urban, underserved glaucoma & glaucoma suspect patient populations to identify disparities.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2025Article
- Clinically Informed Semi-Supervised Learning Improves Disease Annotation and Equity from Electronic Health Records: A Glaucoma Case Study.medRxiv : the preprint server for health sciences · 2025Article
- Seeing the unseen: uncovering health-related social needs through universal screening at an academic ophthalmology practice.Eye (London, England) · 2025Article
- Socioeconomic and environmental factors associated with glaucoma in an African Ancestry Population: findings from the Primary Open-Angle African American Glaucoma Genetics (POAAGG) study.Eye (London, England) · 2025Article
- The Association of Social Determinants of Health on Monitoring for Disease Progression Among Patients With Primary Open-Angle Glaucoma.Translational vision science & technology · 2025Article
- Socioeconomic and Racial Disparities in Primary Open Angle Glaucoma in the United States.Journal of glaucoma · 2025Article
- Impact of Physiological and Psychological Stress on Glaucoma Development and Progression: A Narrative Review.Medicina (Kaunas, Lithuania) · 2025Review
- Outcomes of Glaucoma Referrals in Adults Aged 18 to 40 Years.JAMA network open · 2025Article
- Equitable artificial intelligence for glaucoma screening with fair identity normalization.NPJ digital medicine · 2025Article
- Racial and Gender Disparities for Glaucoma Treatment Rates in Upstate New York.Journal of clinical medicine · 2024Article
- Impact of Demographics on Regional Visual Field Loss and Deterioration in Glaucoma.Translational vision science & technology · 2024Article
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Authors and funding
8 authors at 4 institutions in 1 country.
Funding
Abstract
purposeEvaluate differences in eye care utilization among patients with glaucoma by race and socioeconomic status (SES).
designRetrospective cohort study.
participantsRepresentative 5% sample of Medicare beneficiaries aged > 65 years with continuous part A/B enrollment between January 1, 2014, and July 1, 2014, at least 1 diagnosis code for glaucoma within that period, and a glaucoma diagnosis in the Chronic Conditions Warehouse before January 1, 2014.
methodsThe following race/ethnicity categories were defined in our cohort: non-Hispanic White, Black/African American, Hispanic, and Asian/Pacific Islander. Low SES was defined as having 2 or more enrollment-based low-income indicators (dual eligibility for Medicare/Medicaid, Part D limited income subsidies, and eligibility for Part A and B State buy-in). Negative binomial regression analyses were carried out to compare relative rate ratios (RRs) of eye care utilization among racial groups stratified by low and non-low SES.
main outcome measuresMeasured from July 1, 2014, to December 31, 2016: eye examinations and eye care-related office visits; eye care-related inpatient and emergency department (ED) encounters; eye care-related nursing home and home-visit encounters; visual field and retinal nerve fiber OCT tests; glaucoma lasers and surgeries.
resultsAmong 78 526 participants with glaucoma, mean age was 79.1 years (standard deviation, 7.9 years), 60.9% were female, 78.4% were non-Hispanic White, and 13.8% met enrollment-based criteria for low-SES. Compared with White beneficiaries, Blacks had lower counts of outpatient visits (RR, 0.92; 95% confidence interval [CI], 0.90-0.93), visual field (VF) tests (RR, 0.92; 95% CI, 0.90-0.94), but more inpatient/ED encounters (RR, 2.42; 95% CI, 1.55-3.78) and surgeries (RR, 1.14; 95% CI, 1.03-1.27). Hispanics had fewer outpatient visits (RR, 0.97; 95% CI, 0.95-0.98) and retinal nerve fiber layer (RNFL) OCT tests (RR, 0.89; 95% CI, 0.86-0.93), but more inpatient/ED encounters (RR, 2.32; 95% CI, 1.18-4.57) and selective laser trabeculoplasty (SLT) (RR, 1.25; 95% CI, 1.11-1.42) versus non-Hispanic Whites. In the non-low SES group, Black versus White disparities persisted in outpatient visits (RR, 0.93; 95% CI, 0.92-0.95), VF (RR, 0.96; 95% CI, 0.94-0.98), RNFL OCT (RR, 0.81; 95% CI, 0.78-0.83), and inpatient/ED encounters (RR, 2.57; 95% CI, 1.55-4.26).
conclusionsDisparities were found in eye care utilization among Black and Hispanic patients with glaucoma. These differences persisted among Blacks after stratification by SES, suggesting that systemic racism may be an independent driver in this population.
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