ArticleBMC health services research2020
Use of the ICD-10 vision codes to study ocular conditions in Medicare beneficiaries with stroke.
Article in BMC health services research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Prevalence of pre-stroke and stroke-related vision impairments and their association with mild cognitive impairment and dementia.Journal of Alzheimer's disease : JAD · 2026Article
- Article
- A Spatial Variation Analysis of In-Hospital Stroke Mortality Based on Integrated Pre-Hospital and Hospital Data in Mashhad, Iran.Archives of Iranian medicine · 2023Article
- Association between vision impairment and cognitive decline in older adults with stroke: Health and Retirement Study.Aging clinical and experimental research · 2021Article
- Barriers and facilitators to the implementation of a structured visual assessment after stroke in municipal health care services.BMC health services research · 2021Article
- Post-acute care use patterns among Hospital Service Areas by older adults in the United States: a cross-sectional study.BMC health services research · 2021Article
- Association between glaucoma and stroke: A bidirectional mendelian randomization study.Advances in ophthalmology practice and researchArticle
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Authors and funding
9 authors.
Funding
Abstract
backgroundOcular conditions are common following stroke and frequently occur in combination with pre-existing ophthalmologic disease. The Medicare International Statistical Classification of Diseases and Related Health Problems (ICD-10) coding system for identifying vision related health conditions provides a much higher level of detail for coding these complex scenarios than the previous ICD-9 system. While this new coding system has advantages for clinical care and billing, the degree to which providers and researchers are utilizing the expanded code structure is unknown. The purpose of this study was to describe the use of ICD-10 vision codes in a large cohort of stroke survivors.
methodsRetrospective cohort design to study national 100% Medicare claims files from 2015 through 2017. Descriptive data analyses were conducted using all available ICD-10 vision codes for beneficiaries who had an acute care stay because of a new stroke. The outcome of interest was ≥1 ICD-10 visual code recorded in the claims chart.
resultsThe cohort (n = 269,314) was mostly female (57.1%) with ischemic stroke (87.8%). Approximately 15% were coded as having one or more ocular condition. Unspecified glaucoma was the most frequently used code among men (2.83%), those over 85+ (4.80%) and black beneficiaries (4.12%). Multiple vision codes were used in few patients (0.6%). Less than 3% of those in the oldest group (85+ years) had two or more vision codes in their claims.
conclusionsOcular comorbidity was present in a portion of this cohort of stroke survivors, however the vision codes used to describe impairments in this population were few and lacked specificity. Future studies should compare ophthalmic examination results with billing codes to characterize the type and frequency of ocular comorbidity. It important to understand how the use of ICD-10 vision codes impacts clinical decision making, recovery, and outcomes.
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