ArticleGraefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie2021
The functional burden of diabetic retinopathy in the United States.
Article in Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 3 of them syntheses that pooled it.
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Who cites it
10 citing papers in PubMed, 3 syntheses or guidelines pooled it, 12 citations in OpenAlex.
- Diabetic retinopathy treatment cascade and care continuum in the USA: a systematic review.BMJ open · 2026Pooled it
- Determining direct, indirect healthcare and social costs for diabetic retinopathy management: a systematic review.BMC ophthalmology · 2024Pooled it
- Association between adipocytokines and diabetic retinopathy: a systematic review and meta-analysis.Frontiers in endocrinology · 2023Pooled it
- Association between blood urea nitrogen to albumin ratio and diabetic retinopathy: insights from the US National Health and Nutrition Examination Survey.International journal of ophthalmology · 2025Article
- Telemedicine Screening for Eye Disorders in Federally Qualified Health Centers: Relationship to Vision-Targeted Health-Related Quality of Life.Telemedicine journal and e-health : the official journal of the American Telemedicine Association · 2024Article
- Analysis of the association between high antioxidant diet and lifestyle habits and diabetic retinopathy based on NHANES cross-sectional study.Scientific reports · 2024Article
- Association between HDL cholesterol with diabetic retinopathy in diabetic patients: a cross-sectional retrospective study.BMC endocrine disorders · 2024Article
- Observational
- The neutrophil percentage-to-albumin ratio is related to the occurrence of diabetic retinopathy.Journal of clinical laboratory analysis · 2022Article
- Associations between psycho-behavioral risk factors and diabetic retinopathy: NHANES (2005-2018).Frontiers in public health · 2022Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo study the association between diabetic retinopathy (DR) and physical functional difficulty using contemporary psychometric validation techniques, and to explore the predictors of physical difficulty among those with diabetes, non-proliferative DR (NPDR), or proliferative DR (PDR).
methodsCross-sectional study using the National Health and Nutrition Examination Survey (NHANES) database from 2005-2008. Participants were classified as either (i) no diabetes no DR, (ii) diabetes without DR, (iii) mild/moderate NPDR, or (iv) severe NPDR/PDR. The presence of DR was detected by retinal imaging and severity was graded using the Early Treatment Diabetic Retinopathy Study Protocol. The physical difficulty was assessed using a 13-question self-reported questionnaire, validated using factor analysis and item response theory (graded response model) psychometric techniques. Secondary analyses of diabetes and DR populations most at risk of reporting greater physical functional difficulty were undertaken.
resultsA total of 5321 participants over the age of 40 were included in our study. Of the 13 original physical difficulty questions, one latent trait was identified and 9 questions demonstrated good discrimination and were subsequently retained. In univariable analyses, participants with diabetes and any form of DR all reported significantly higher physical functional difficulty vs those with neither diabetes nor DR (p < 0.01 for all). In multivariable analyses, while those with diabetes or any form of DR remained more likely to report higher physical difficulty vs those with neither diabetes nor DR, only those with severe NPDR/PDR reported substantially higher scores (2.1 sum points higher, p = 0.002). Among participants with diabetes or any form of DR, those with 3 or more medical comorbidities and those with depression reported substantially higher sum physical difficulty scores (p < 0.05 for all).
conclusionsThose with diabetes or DR experience greater functional physical difficulty than those without, particularly profound among those with severe forms of DR. For those with DR, the presence of concurrent depression or medical comorbidities conferred a significantly higher risk of physical difficulty. Providers and healthcare systems should be aware of particularly vulnerable DR populations at increased risk of experiencing daily functioning deficits.
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