Evidence map›Paper›PMID 31000129›Full record

ArticleThe Lancet. Global health2019

Population attributable fractions for risk factors for dementia in low-income and middle-income countries: an analysis using cross-sectional survey data.

Naaheed Mukadam, Andrew Sommerlad, Jonathan Huntley, Gill Livingston

2 registry-linked trialsOpen access · goldAbstract read
In one paragraph

Article in The Lancet. Global health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 246 papers, 12 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
246citing papers in PubMed, 12 pooled it
36.3field-weighted citation impact, top 1% 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.

NCT07284316 phase2 / phase3active not recruitingnot on this mapstarted 2025, after this paper: background citation

Effect of a Multidomain Intervention Plus Turmeric on the Prevention of Cognitive Decline in People Over 55 Years of Age With Insulin Resistance: A Randomized Clinical Trial

TypeinterventionalSponsorInstituto Mexicano del Seguro SocialRan2025 to 2027Enrolled100ConditionsCognitive Decline, Subjective Cognitive Impairment, Insulin ResistanceArmsTurmeric extract, Control: Placebo. 500mg gelatin in capsules 2 times a day
NCT07668440 nanot yet recruitingnot on this mapstarted 2026, after this paper: background citation

Preliminary Assessment of the Effects, Usability, Satisfaction, Barriers, and Benefits of a Remote, Multidomain Intervention Supported by a Website to Prevent Cognitive Decline in Older Adults

TypeinterventionalSponsorInstituto Mexicano del Seguro SocialRan2026 to 2027Enrolled71ConditionsCoginitive DysfunctionArmsMulti-domain intervention: Physical activity, cognitive training, and educational program through a website
3 · Its place in the literature

Who cites it

246 citing papers in PubMed, 12 syntheses or guidelines pooled it, 404 citations in OpenAlex.

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  5. Umbrella review and Delphi study on modifiable factors for dementia risk reduction.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024
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  20. The path to treating multiple-etiology dementia: Combining vascular risk control and disease-modifying neurodegenerative therapies.Neurotherapeutics : the journal of the American Society for Experimental NeuroTherapeutics · 2026
    Review

186 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors at 1 institution in 1 country.

Naaheed MukadamDivision of Psychiatry, University College London, London, UK. Electronic address: n.mukadam@ucl.ac.uk.
Andrew SommerladDivision of Psychiatry, University College London, London, UK.
Jonathan HuntleyDivision of Psychiatry, University College London, London, UK.
Gill LivingstonDivision of Psychiatry, University College London, London, UK.
University College London · GB

Funding

Wellcome Trust 200163
6 · The paper itself

Abstract

backgroundNine potentially modifiable risk factors (less childhood education, midlife hearing loss, hypertension, and obesity, and later-life smoking, depression, physical inactivity, social isolation, and diabetes) account for 35% of worldwide dementia, but most data to calculate these risk factors come from high-income countries only. We aimed to calculate population attributable fractions (PAFs) for dementia in selected low-income and middle-income countries (LMICs) to identify potential dementia prevention targets in these countries.

methodsThe study was an analysis of cross-sectional data obtained from the 10/66 Dementia Research surveys of representative populations in India, China, and six Latin America countries (Cuba, Dominican Republic, Mexico, Peru, Puerto Rico, and Venezuela), which used identical risk factor ascertainment methods in each country. Between 2004 and 2006 (and between 2007 and 2010 for Puerto Rico), all residents aged 65 years and older in predefined catchment areas were invited to participate in the survey. We used risk factor prevalence estimates from this 10/66 survey data, and relative risk estimates from previous meta-analyses, to calculate PAFs for each risk factor. To account for individuals having overlapping risk factors, we adjusted PAF for communality between risk factors, and used these values to calculate overall weighted PAFs for India, China, and the Latin American sample.

findingsThe overall weighted PAF for potentially modifiable risk factors for dementia was 39·5% (95% CI 37·5-41·6) in China (n=2162 participants), 41·2% (39·1-43·4) in India (n=2004), and 55·8% (54·9-56·7) in our Latin American sample (n=12 865). Five dementia risk factors were more prevalent in these LMICs than worldwide estimates, leading to higher PAFs for dementia: less childhood education (weighted PAF of 10·8% in China, 13·6% in India, and 10·9% in Latin America vs 7·5% worldwide), smoking (14·7%, 6·4%, and 5·7%, respectively, vs 5·5% worldwide), hypertension (6·4%, 4·0%, and 9·3%, vs 2·0%), obesity (5·6%, 2·9%, and 7·9%, vs 0·8%), and diabetes (1·6%, 1·7%, and 3·2%, vs 1·2%).

interpretationThe dementia prevention potential in India, China, and this sample of Latin American countries is large, and greater than in high-income countries. Less education in early life, hypertension, hearing loss, obesity, and physical inactivity have particularly high PAFs and could be initial targets for dementia prevention strategies.

fundingNo funding.

Indexed as

AgedChinaCross-Sectional StudiesDementiaDepressionDeveloping CountriesEducational StatusFemaleHearing LossHumansHypertensionIndiaLatin AmericaMaleMiddle AgedModels, Statistical

Identifiers

PMID31000129
PMCPMC7617123
OpenAlexW2940351461

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

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.