To characterize usage of ophthalmologic services by Medicare Fee-For-Service (FFS) beneficiaries relative to geography-specific market saturation, demographics, and contextual factors DESIGN: Cross-sectional study METHODS: Data sets from Centers for Medicare & Medicaid Services, US Census Bureau, US Department of Agriculture, and Housing and Urban Development, were used to calculate county- and state-level ophthalmologic service usage, market saturation, and demographic characteristics. Negative binomial regression models were used to evaluate the association between results and demographic or population-specific variables. Ophthalmologic service usage ranged from 58.2% to 15.2%, whereas saturation ranged from 21,763 to 91.4 FFS beneficiaries per registered ophthalmologist. Usage was significantly associated with demographic characteristics in each geography: lower proportion of African American (P=.009), Hispanic (P < .001), and other race beneficiaries (P < .001), relative to white beneficiaries; a higher proportion of female (P < .001) relative to male; a higher proportion of adults having completed an associate degree or some college (P=.001), or holding a bachelor's degree or higher (P < .001), relative to a high school diploma; a lower proportion of adults in each geography experiencing poverty (P=.009), geographies with lower Multidimensional Deprivation Index (P < .001); a higher urban-influence code (P < .001). There was no significant correlation between the usage of ophthalmologic services and the geographic market saturation of ophthalmologists (Spearman rho, -0.030, P=.227). Ophthalmologic service usage is significantly influenced by population demographics; however, increased provider density alone appears insufficient to promote the usage of eye care services.
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