Evidence map›Paper›PMID 40036885›Full record

ArticleThe journals of gerontology. Series B, Psychological sciences and social sciences2025

Education, Occupational Environment, and Cognitive Function in Later Life.

Qiuchang Katy Cao, Dawn C Carr, Miles G Taylor

Abstract read
In one paragraph

Article in The journals of gerontology. Series B, Psychological sciences and social sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Multidimensional workplace stressors differentially impact cognitive trajectories.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Article
  2. The social environment and cognitive aging over the life course: laying out critical concepts and research gaps.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026
    Review
  3. Occupational autonomy and cognitive function: the moderating role of educational attainment.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026
    Article
  4. How Childhood State Education Quality Shapes the Risk of Cognitive Impairment in Mid-to-Later Life.Alzheimer's & dementia. Behavior & socioeconomics of aging · 2026
    Article
  5. Article
  6. 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.

Qiuchang Katy CaoFlorida State University College of Social Work, Tallahassee, Florida, USA.ORCID 0000-0003-0461-4731
Dawn C CarrFlorida State University Claude Pepper Center, Tallahassee, Florida, USA.ORCID 0000-0003-1091-1759
Miles G TaylorFlorida State University Pepper Institute on Aging and Public Policy, Tallahassee, Florida, USA.ORCID 0000-0002-1836-2259

Funding

Network on Education, Biosocial Pathways, and Dementia across Diverse PopulationsR24AG077433 · NIA · UNIV OF MARYLAND, COLLEGE PARK · PI Sanjay Asthana, Pamela Herd · 2022 to 2026
$3.0M
NIA NIH HHS R24 AG077433NIA NIH HHS R24AG077433
6 · The paper itself

Abstract

objectivesEducation is among the most robust predictors of cognitive health outcomes in later life. However, few studies have comprehensively evaluated whether and how much of this effect is explained by occupational exposures. This study aims to determine if and how much pre-retirement occupational exposures (occurring before age 60) mediate the association between education and cognitive function at age 65+.

methodsWe use data drawn from the Health and Retirement Study (HRS) and Occupation Information Network (O*NET) data. Informed by previous research and theory, we conducted Confirmatory Factor Analyses of occupation-level exposure measures using a longitudinal HRS-O*NET linked data set we created, and we identified 2 latent factors: occupational hazards and occupational complexity. Among initially employed adults (age 51-60 at baseline), we used Structural Equation Modeling (SEM) to evaluate the association between education and cognitive function at age 65+, and the role of our 2 occupational factors in mediating this association.

resultsThe measurement and structural models both had good model fit (TLI, CFI ≥ 0.95, SRMR < 0.08). We found (a) that education remained a critical predictor of cognitive outcomes in later life even when accounting for occupational exposures, and (b) only hazardous exposures mediated the association between education and cognitive function in later life (a2b2=0.02, p = .01), explaining about 17% of the effect of education. DISCUSSION: These findings suggest interventions designed to decrease exposure to hazardous occupational exposures could reduce some of the cognitive disadvantages in later life associated with lower levels of education.

Indexed as

CognitionEducational StatusOccupational ExposureOccupationsAgedFemaleHumansLongitudinal StudiesMaleMiddle AgedUnited StatesMediation analysisOccupational complexityOccupational hazards

Identifiers

PMID40036885
PMCPMC12150780

What OpenQuestion holds

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Registered trials

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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.