Evidence map›Paper›PMID 34151799›Full record

ArticleJournal of Alzheimer's disease : JAD2021

Does Rural Living in Early Life Increase the Risk for Reduced Cognitive Functioning in Later Life?

Pamela Herd, Kamil Sicinski, Sanjay Asthana

Open access · greenAbstract read
In one paragraph

Article in Journal of Alzheimer's disease : JAD, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
1.6field-weighted citation impact, top 19% of its field
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

14 citing papers in PubMed, 19 citations in OpenAlex.

  1. Development and Validation of a Predictive Model for Identification of Cognitive Impairment Risk in Older Adults with Subjective Cognitive Decline:A Longitudinal Study.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2026
    Article
  2. Young adult urbanicity, late midlife neighborhood disadvantage, and cognitive functioning in community-dwelling older men.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026
    Article
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  9. Global rural health disparities in Alzheimer's disease and related dementias: State of the science.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2023
    Review
  10. Article
  11. Article
  12. Review
  13. Early Life Interventions Can Shape Aging.Frontiers in endocrinology · 2022
    Review
  14. 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

3 authors at 2 institutions in 1 country.

Pamela HerdGeorgetown University, McCourt School of Public Policy, Washington, DC, USA.
Kamil SicinskiUniversity of Wisconsin, Madison, Center for Demography of Health and Aging, Wisconsin Longitudinal Study, Madison, WI, USA.
Sanjay AsthanaUniversity of Wisconsin, Madison, UW-Madison Alzheimer's Disease Research Center, Department of Medicine, Division of Geriatrics and Gerontology, Madison, WI, USA.
University of Wisconsin–Madison · USGeorgetown University · US

Funding

Wisconsin longitudinal study: Initial lifetime's impact on Alzheimer's disease and related disorders (WLS-ILIAD)R01AG060737 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI Sanjay Asthana, Michal Engelman · 2018 to 2026
$56.8M
A Longitudinal Resource for Genetic Research in Behavioral & Health SciencesR01AG041868 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI FREESE, JEREMY J, HAUSER, ROBERT M. · 2013 to 2017
$3.0M
NIA NIH HHS R01 AG041868NIA NIH HHS R01 AG060737
6 · The paper itself

Abstract

backgroundThere is a robust consensus, most recently articulated in the 2020 Lancet Commission, that the roots of dementia can be traced to early life, and that the path to prevention may start there as well. Indeed, a growing body of research demonstrates that early life disadvantage may influence the risk for later life dementia and cognitive decline. A still understudied risk, however, is early life rural residence, a plausible pathway given related economic and educational disadvantages, as well as associations between later life rural living and lower levels of cognitive functioning.

objectiveWe aim to examine whether living in rural environments during early life has long term implications for cognitive health in later life.

methodsWe employed the Wisconsin Longitudinal Study, which tracked 1 in every 3 high school graduates from the class of 1957, from infancy to ∼age 72. The data include a rich array of prospectively collected early life data, unique among existing studies, as well as later life measures of cognitive functioning.

resultsWe found a robust relationship between early life rural residence, especially living on a farm, and long-term risk for reduced cognitive performance on recall and fluency tasks. Controls for adolescent cognitive functioning, APOEɛ2 and APOEɛ4, as well as childhood and adult factors, ranging from early life socioeconomic conditions to later life health and rural and farm residency, did not alter the findings.

conclusionRural living in early life is an independent risk for lower levels of cognitive functioning in later life.

Indexed as

Educational StatusAdolescentAdultAdverse Childhood ExperiencesAgedCognitive DysfunctionFemaleHumansLongitudinal StudiesMaleMiddle AgedRisk FactorsRural PopulationSocial ClassSocial EnvironmentSocioeconomic FactorsAgingcognitive functionearly liferuralsocioeconomic status

Identifiers

PMID34151799
PMCPMC11168580
OpenAlexW3174413513

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.