Evidence map›Paper›PMID 40001002›Full record

ArticleBMC psychiatry2025

Mediation of the association between education and dementia by occupational complexity, income, health behaviours and health outcomes.

Katherine Taylor, Louise Marston, Naaheed Mukadam

Abstract read
In one paragraph

Article in BMC psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Income, employment, and clinical outcomes in Parkinson's disease.Clinical parkinsonism & related disorders · 2026
    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.

Katherine TaylorDivision of Biosciences, Medical Sciences Building, University College London, Gower Street, London, WC1E 6BT, U.K.. katherine.taylor.19@ucl.ac.uk.
Louise MarstonDepartment of Primary Care and Population Health, University College London, Rowland Hill Street, London, NW3 2PF, U.K.
Naaheed MukadamUCL Division of Psychiatry, University College London, 1st Floor Maple House, 149 Tottenham Court Road, London, W1T 7NF, U.K.

Funding

Medical Research Council MR/W006774/1
6 · The paper itself

Abstract

backgroundMany studies observe a negative association between education and all-cause dementia, however, little is known about how the association develops. Current evidence regarding mediatory factors is limited, conflicted and suggests a complex relationship. In this study we used UK Biobank data to determine to what extent multiple factors mediate the association.

methodsData was sourced from UK Biobank and multiple imputation used to replace missing values. Education was measured at baseline assessment and dementia diagnosis determined from self-report or linked healthcare records. Five potential mediators were considered: Social isolation, income and occupational complexity were measured at baseline and health behaviour and health outcome scores derived. Logistic regression was used to examine the association between education and dementia with adjustment for potential mediators. Causal mediation analysis was then performed to determine the proportion of the dementia education association occurring via each mediatory pathway.

resultsIn a sample of 384,284 participants, higher level of education was associated with reduced odds of dementia. When considered as a confounder, occupational complexity almost fully attenuated the association (OR: 0.94, CI: 0.89-0.99) and was found to mediate 73% of the association. Average income, health outcomes and health behaviours also acted as mediators, explaining 10%, 27% and 35% of the relationship respectively.

conclusionsOccupational complexity mediates a large proportion of the association between education and dementia. Intervention to improve access to cognitively stimulating work and leisure activities, particularly to those who are less educated, may reduce the number of people in the UK living with dementia.

Indexed as

DementiaEducational StatusHealth BehaviorIncomeOccupationsAgedFemaleHumansMaleMediation AnalysisMiddle AgedUnited KingdomCausal mediation analysisCognitive reserveUK biobank

Identifiers

PMID40001002
PMCPMC11863402

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.