Evidence map›Paper›PMID 42218436›Full record

ArticleBMC health services research2026

Healthcare utilization and morbidity preceding a dementia classification: the Atherosclerosis Risk in Communities (ARIC) study.

Meng Pan, Virginia Pate, David Knopman, Michele Jonsson-Funk, Priya Palta, Anna M Kucharska-Newton

Abstract read
In one paragraph

Article in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Meng PanDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. mpan@unc.edu.ORCID http://orcid.org/0000-0002-6734-0865
Virginia PateDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
David KnopmanDepartment of Neurology, Mayo Clinic, Rochester, MN, USA.
Michele Jonsson-FunkDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Priya PaltaDepartment of Neurology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
Anna M Kucharska-NewtonDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDementia 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.

methodsWe 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.

resultsAmong 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.

conclusionsCompared 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 registrationNot applicable.

Indexed as

AtherosclerosisDementiaPatient Acceptance of Health CareAgedAged, 80 and overAmbulatory CareComorbidityEmergency Room VisitsEmergency Service, HospitalFemaleHospitalizationHumansMaleUnited StatesComorbidityDementiaHealthcare utilizationPattern

Identifiers

PMID42218436
PMCPMC13430869

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.