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Updated: Jun 1, 2026

Using Retinal Imaging to Study Dementia
Published on: November 6, 2017
Healthcare utilization and morbidity preceding a dementia classification: the Atherosclerosis Risk in Communities
Meng Pan1, Virginia Pate2, David Knopman3
1Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. mpan@unc.edu.
Background:
Dementia is frequently underdiagnosed in its early stages, but changes in healthcare utilization may precede diagnosis by several years. We examined healthcare patterns and chronic conditions before cognitive impairment among the Atherosclerosis Risk in Communities (ARIC) study participants to better understand this pre-diagnostic period.
Methods:
We included ARIC visit 6 (2016-2017) participants with continuous 5-year prior Medicare coverage (2011-2018) and used negative binomial regression to compare longitudinal trends in hospitalization in participants with Part A coverage, and emergency department (ED) and ambulatory care use in participants with Part A&B coverage, in the 5 years prior to and 1 year following an incident dementia according to ARIC syndromic classification. Inverse probability weights were used to balance participants with and without incident dementia on baseline age, race, sex, education, and prevalent comorbidities. Principal diagnosis discharge codes were used to assess chronic conditions associated with hospitalization and ED visits, whereas all available diagnosis codes were used for ambulatory care visits.
Results:
Among 3,923 eligible participants (mean age 79.6 ± 4.8 years; 59% women; 24% Black), 325 (8.3%) were classified as incident dementia at ARIC visit 6 or 7. During 5 years prior to visit 6, participants with incident dementia compared with non-dementia participants, had on average higher use of inpatient (0.12 vs. 0.08 hospitalizations per 6-month) and ED services (0.28 vs. 0.18 visits per 6-month) but lower ambulatory care use (3.53 vs. 3.76 visits per 6-month). Participants with incident dementia experienced more frequent hospitalizations for acute myocardial infarction (3.8% vs. 1.7%), chronic kidney disease (4.1% vs. 2.6%), congestive heart failure (4.7% vs. 1.6%), and stroke/TIA (8.5% vs. 2.6%), and more frequent ambulatory care visits for atrial fibrillation (23% vs. 15%), than non-dementia participants within 5 years prior to incident dementia.
Conclusions:
Compared with non-dementia participants, those with incident dementia had higher average hospitalization and ED utilization but lower ambulatory care visits, with differences observable 3 years before incident dementia. Cardiovascular disease and concomitant cerebrovascular disease are important contributors to dementia. Close monitoring of healthcare-seeking patterns may help identify individuals at high risk of dementia earlier in the disease course.
Trial Registration:
Not applicable.
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