Observational studyNeuroepidemiology2023
Rural versus Urban Residence in Adulthood and Incident Cognitive Impairment.
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.
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Who cites it
10 citing papers in PubMed.
- Lifetime Patterns of Earned Income Tax Credit Eligibility and Cognition: A Sequence Analysis Approach.American journal of preventive medicine · 2026Article
- 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 · 2026Review
- Association between education level and cognitive trajectories from midlife to late life: the mediating role of urban-rural residence.Frontiers in public health · 2026Article
- Correlates of Patient Trust in Doctors: Demographic Factors and Experiences of Medical Care Discrimination.Journal of general internal medicine · 2025Article
- 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 · 2025Article
- Diverging cognitive benefits from education between rural and urban middle-aged and older adults in the USA.BJPsych open · 2025Article
- Early Childhood Vaccination Coverage and Patterns by Rural-Urban Commuting Area.American journal of preventive medicine · 2025Article
- Effect of depression combined with cognitive impairment on dependency risk in rural older adults: analysis of data from the China health and retirement longitudinal study (CHARLS 2020).BMC psychology · 2025Article
- 2025 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association.Circulation · 2025Review
- Sources of perceived social support and cognitive function among older adults: a longitudinal study in rural China.Frontiers in aging neuroscience · 2024Article
Corrections and comments
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Authors and funding
12 authors.
Funding
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.
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