Evidence map›Paper›PMID 42281965›Full record

ArticleResearch square2026

Cardiometabolic Risk Factors and Cognitive Impairment Among Community-Dwelling Older Adults in Rural India: A Cross- Sectional Analysis of the Longitudinal Ageing Study in India (LASI) Wave 1.

A Arul Murugan, S Shobana, K Vanaja, J Sathya

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In one paragraph

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

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

4 authors.

A Arul MuruganGandhigram Institute of Rural Health and Family Welfare Trust (GIRHFWT).
S ShobanaKasturba Hospital.
K VanajaGandhigram Institute of Rural Health and Family Welfare Trust (GIRHFWT).
J SathyaGandhigram Institute of Rural Health and Family Welfare Trust (GIRHFWT).

Funding

Leveraging a natural experiment to estimate the causal impact of blood sugar on dementia and cognition in IndiaR01AG051125 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Jinkook Lee · 2015 to 2026
$26.8M
NIA NIH HHS R01 AG051125
6 · The paper itself

Abstract

Background: India is experiencing a rapid demographic transition with an ageing population increasingly burdened by cardiometabolic disease. Despite growing evidence from high-income countries linking cardiovascular risk factors with late-life cognitive decline, data from rural South Asia remain scarce. We examined the prevalence of cognitive impairment and its association with cardiometabolic and sociodemographic determinants among community-dwelling older adults in India, with a focus on rural residence. Methods: We conducted a cross-sectional analysis using Wave 1 data (2017-18) of the Longitudinal Ageing Study in India (LASI), a nationally representative survey of adults aged 45 years and above (analytic sample: 31,464 individuals aged ≥ 60 years). Cognitive impairment was defined using the LASI composite cognitive index encompassing memory, orientation, arithmetic, executive function, and object naming domains. Cardiometabolic risk factors included self-reported hypertension, diabetes mellitus, tobacco use, and physical inactivity. Covariates included age, sex, education, rural-urban residence, and depressive symptoms. Binary logistic regression was used to estimate crude and adjusted odds ratios (aOR) with 95% confidence intervals. Results: The overall prevalence of cognitive impairment was 10.8% (rural 12.8% vs. urban 6.0%; p < 0.001). In adjusted models, rural residence (aOR 1.68; 95% CI 1.52-1.87), female sex (aOR 2.18; 95% CI 1.99-2.38), no formal education (aOR 3.87; 95% CI 3.35-4.47), hypertension (aOR 1.19; 95% CI 1.10-1.29), tobacco use (aOR 1.26; 95% CI 1.16-1.37), physical inactivity (aOR 1.28; 95% CI 1.18-1.38), and depression (aOR 1.83; 95% CI 1.68-1.99) were independently associated with cognitive impairment. Diabetes mellitus did not reach statistical significance after adjustment (aOR 1.11; 95% CI 0.99-1.24; p = 0.072). Conclusions: Rural older adults in India face a substantially higher cognitive impairment burden driven by compounding cardiometabolic and sociodemographic vulnerabilities. Integrated community-based screening and cardiometabolic risk reduction strategies are urgently needed, particularly in rural settings. These findings have direct implications for the design of geriatric care programmes in primary health care settings.

Indexed as

Cardiometabolic riskCognitive impairmentCommunity medicineDementia preventionIndiaLASIOlder adultsRural ageing

Identifiers

PMID42281965
PMCPMC13252560

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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.