Evidence map›Paper›PMID 37231876›Full record

Observational studyNeuroepidemiology2023

Rural versus Urban Residence in Adulthood and Incident Cognitive Impairment.

Matthew L Harris, Erica Bennion, Kristine R Magnusson, Virginia J Howard, Virginia G Wadley, Leslie A McClure, Deborah A Levine, Jennifer J Manly, Justina F Avila, Maria M Glymour and 2 more

Abstract readObservational Study
In one paragraph

Observational study in Neuroepidemiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
  2. The social environment and cognitive aging over the life course: laying out critical concepts and research gaps.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Review
  3. Article
  4. Article
  5. Degree of rurality moderates the association of sedentary time with cognitive function in rural patients with cardiac diseases and depressive symptoms.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. Article
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

12 authors.

Matthew L HarrisDepartment of Public Health, Brigham Young University, Provo, Utah, USA.
Erica BennionDepartment of Public Health, Brigham Young University, Provo, Utah, USA.
Kristine R MagnussonDepartment of Public Health, Brigham Young University, Provo, Utah, USA.
Virginia J HowardDepartment of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA.
Virginia G WadleyDepartment of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA.
Leslie A McClureDepartment of Epidemiology and Biostatistics, Drexel University, Philadelphia, Pennsylvania, USA.
Deborah A LevineDepartment of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA.
Jennifer J ManlyDepartment of Neurology, Columbia University, New York, New York, USA.
Justina F AvilaDepartment of Neurology, Columbia University, New York, New York, USA.
Maria M GlymourDepartment of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California, USA.
Jonathan J WiscoDepartment of Physiology and Developmental Biology, Brigham Young University, Provo, Utah, USA.
Evan L ThackerDepartment of Public Health, Brigham Young University, Provo, Utah, USA.

Funding

VCID and Stroke in a Bi-racial National CohortU01NS041588 · NINDS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI CUSHMAN, MARY, HOWARD, GEORGE · 2002 to 2022
$96.0M
NINDS NIH HHS U01 NS041588
6 · The paper itself

Abstract

introductionRural versus urban living is a social determinant of cognitive health. We estimated the association of rural versus urban residence in the USA with incident cognitive impairment (ICI) and assessed effect heterogeneity by sociodemographic, behavioral, and clinical factors.

methodsThe Reasons for Geographic and Racial Differences in Stroke Study (REGARDS) is a population-based prospective observational cohort of 30,239 adults, 57% female, 36% Black, aged 45+ years, sampled from 48 contiguous states in the USA in 2003-2007. We analyzed 20,878 participants who at baseline were cognitively intact with no history of stroke and had ICI assessed on average 9.4 years later. We classified participants' home addresses at baseline as urban (population ≥50,000), large rural (10,000-49,999), or small rural (≤9,999) by Rural-Urban Commuting Area codes. We defined ICI as ≥1.5 SD below the mean on at least 2 of the following tests: word list learning, word list delayed recall, and animal naming.

resultsParticipants' home addresses were 79.8% urban, 11.7% large rural, and 8.5% small rural. ICI occurred in 1,658 participants (7.9%). Small rural residents had higher odds of ICI than urban residents, adjusted for age, sex, race, region, and education (OR = 1.34 [95% CI: 1.10, 1.64]), and after further adjustment for income, health behaviors, and clinical characteristics (OR = 1.24 [95% CI: 1.02, 1.53]). Former smoking versus never, nondrinking versus light alcohol drinking, no exercise versus ≥4 times/week, CES-D depressive symptom score of 2 versus 0, and fair versus excellent self-rated health had stronger associations with ICI in small rural areas than in urban areas. For example, in urban areas, lack of exercise was not associated with ICI (OR = 0.90 [95% CI: 0.77, 1.06]); however, lack of exercise combined with small rural residence was associated with 1.45 times the odds of ICI compared with ≥4 bouts of exercise/week in urban areas (95% CI: 1.03, 2.03). Overall, large rural residence was not associated with ICI; however, black race, hypertension, and depressive symptoms had somewhat weaker associations with ICI, and heavy alcohol drinking a stronger association with ICI, in large rural areas than in urban areas.

conclusionSmall rural residence was associated with ICI among USA adults. Further research to better understand why rural residents are at higher risk for developing ICI and mechanisms to ameliorate that risk will support efforts to advance rural public health.

Indexed as

Cognitive DysfunctionStrokeFemaleHumansMaleMiddle AgedRural HealthRural PopulationUrban PopulationCognitionCognitive dysfunctionRural populationSocial determinants of healthUrban population

Identifiers

PMID37231876
PMCPMC12611474

What OpenQuestion holds

Textmetadata
LicenceTDM
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 OpenQuestion graph.