Evidence map›Paper›PMID 42211435›Full record

ArticleAlzheimer's & dementia. Behavior & socioeconomics of aging2025

Dose-response and cumulative effects of educational attainment and occupational complexity on mid to late life cognitive performance in Brazil and Mexico.

Natalia Gomes Goncalves, Lidia Lack, Gabriela Mininel de Medeiros, Jaqueline Contrera Avila, Laiss Bertola, Maria Fernanda Lima-Costa, Cleusa P Ferri, Rebeca Wong, Claudia Kimie Suemoto

Abstract read
In one paragraph

Article in Alzheimer's & dementia. Behavior & socioeconomics of aging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing papers in PubMed
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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

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

9 authors.

Natalia Gomes GoncalvesDivision of Geriatrics, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.
Lidia LackDivision of Geriatrics, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.
Gabriela Mininel de MedeirosDivision of Geriatrics, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.
Jaqueline Contrera AvilaDepartment of Gerontology, University of Massachusetts Boston, Boston, USA.
Laiss BertolaDivision of Geriatrics, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.
Maria Fernanda Lima-CostaNúcleo de Estudos em Saúde Pública e Envelhecimento, Fundação Oswaldo Cruz, Belo Horizonte, Brazil.
Cleusa P FerriDepartment of Psychiatry, Federal University of São Paulo, São Paulo, Brazil.
Rebeca WongCenter for Hispanic Healthy Aging, University of Texas Health San Antonio, San Antonio, USA.
Claudia Kimie SuemotoDivision of Geriatrics, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.

Funding

The Mexican Health and Aging Study - IIR01AG018016 · NIA · UNIVERSITY OF TEXAS MED BR GALVESTON · PI Rebeca Wong · 1999 to 2026
$22.6M
NIA NIH HHS R01 AG018016
6 · The paper itself

Abstract

introductionWhile education and occupational complexity have been individually associated with lower odds of cognitive impairment, less is known about the effect of both together on cognition, particularly in Latin America.

methodsThe sample included older adults from Brazil (n=9,914) and Mexico (n=16,172). Linear regression investigated the association of education and occupation with cognitive impairment.

resultsBrazilians had a mean age of 64.0±9.6 years, 50% were women, and 6% were cognitively impaired. Mexicans had a mean age of 62.8±10.3 years, 56% were women, and 7% were cognitively impaired. Across cohorts, participants with increasing levels of education and occupational complexity had lower odds of cognitive impairment compared to participants with low education who had never worked. This dose-response effect was absent in Brazilians with high education who had never worked. Age, income, and private healthcare modified the associations. DISCUSSION: Our results highlight the cumulative benefits of education and occupation on cognition.

Indexed as

cognitioneducationELSIMHASoccupation

Identifiers

PMID42211435
PMCPMC13215712

What OpenQuestion holds

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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.