Evidence map›Paper›PMID 40713243›Full record

SynthesisThe journal of prevention of Alzheimer's disease2025

Systematic review and meta-analysis of rural-urban disparities in Alzheimer's disease dementia prevalence.

Abe Mollalo, Mackenzie Kramer, Maxwell Cutty, Benyamin Hoseini

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in The journal of prevention of Alzheimer's disease, 2025. 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. Article
  3. Article
  4. Social connectedness and cognitive outcomes in rural middle- to older-age adults.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Review
  5. Article
  6. Review
  7. Review
  8. Article
  9. Article
  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

4 authors.

Abe MollaloDepartment of Public Health Sciences, Medical University of South Carolina, Charleston, SC 29425, USA. Electronic address: mollalo@musc.edu.
Mackenzie KramerCollege of Computing, Clemson University, Clemson, SC 29634, USA.
Maxwell CuttyDepartment of Health Sciences and Research, Medical University of South Carolina, Charleston, SC 29425, USA.
Benyamin HoseiniPharmaceutical Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe prevalence of Alzheimer's disease (AD) dementia varies between rural and urban areas worldwide, with studies reporting mixed patterns. In this study, we conducted a systematic review and meta-analysis to pool the odds ratio (OR) of rural-to-urban prevalence and explored contributing regional and socioeconomic factors.

methodsWe performed comprehensive searches in PubMed, MEDLINE, CINAHL, Web of Science, and Scopus (January 2000-August 2024) for peer-reviewed studies reporting individual-level AD dementia prevalence comparisons between rural and urban settings. A random-effects model was used to calculate pooled OR at a 95 % confidence interval (CI). Prespecified subgroup analyses examined variations by WHO-defined regions, healthcare expenditure, income level, and educational attainment.

resultsThe meta-analysis incorporated 19 studies (22 datasets, N = 584,863) and found significantly higher AD dementia prevalence in rural areas (pooled OR = 1.247, 95 % CI: 1.059-1.468), with considerable between-study heterogeneity (I

conclusionThis review provides useful evidence that AD dementia prevalence is higher in rural areas than in urban areas, particularly in resource-limited settings. Our findings call for targeted rural interventions in vulnerable regions and further research into how healthcare infrastructure and education jointly influence AD dementia disparities.

Indexed as

Alzheimer DiseaseHealth Status DisparitiesRural PopulationUrban PopulationHumansPrevalenceSocioeconomic FactorsAlzheimer’s diseaseMeta-analysisRural-urban disparitiesSocioeconomics

Identifiers

PMID40713243
PMCPMC12501328

What Socratic holds

Textmetadata
LicenceCC BY
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.