Evidence map›Paper›PMID 39352934›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2024

Differences in cognitive function at 18 y of age explain the association between low education and early dementia risk.

Bernt Bratsberg, Anders M Fjell, Ole J Rogeberg, Vegard F Skirbekk, Kristine B Walhovd

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Article
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  7. A lifespan perspective on cognitive reserve and risk for dementia.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Bernt BratsbergRagnar Frisch Centre for Economic Research, Oslo 0349, Norway.ORCID 0000-0002-6874-3412
Anders M FjellCenter for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0373, Norway.ORCID 0000-0003-2502-8774
Ole J RogebergRagnar Frisch Centre for Economic Research, Oslo 0349, Norway.ORCID 0000-0003-3129-6687
Vegard F SkirbekkCentre for Fertility and Health, Norwegian Institute of Public Health, Oslo 0473, Norway.ORCID 0000-0002-1647-3246
Kristine B WalhovdCenter for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0373, Norway.ORCID 0000-0003-1918-1123

Funding

Changing lives, changing brains: How modern family and work life influences ADRD risksR01AG069109 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI STERN, YAAKOV · 2020 to 2025
$3.1M
HHS | National Institutes of Health (NIH) R01AG069109-01NIA NIH HHS R01 AG069109The research council of Norway 325001UiO | Livsvitenskap, Universitetet i Oslo (UiO:Life Science) 00
6 · The paper itself

Abstract

Major initiatives attempt to prevent dementia by targeting modifiable risk factors. Low education is frequently pointed to, due to its relationship with dementia. Impact of education is difficult to assess, however, because of associations with multiple other factors, requiring large population-representative samples to tease the relationships apart. We studied 207,814 Norwegian men born between 1950 and 1959 who underwent compulsory cognitive testing during military conscription as young adults, to systematically test associations of education, cognition, and other important factors. Participants were grouped into five education levels and seven cognitive levels. A total of 1,521 were diagnosed with dementia between ages 60 and 69 y. While having compulsory education only was associated with increased risk (Hazard ratio [HR] = 1.37, CI: 1.17 to 1.60), this association was markedly attenuated when controlling for cognitive test scores (HR = 1.08, CI: 0.91 to 1.28). In contrast, low cognitive score was associated with double risk of later diagnosis, even when controlling for education (HR = 2.00, CI: 1.65 to 2.42). This relationship survived controlling for early-life socioeconomic status and replicated within pairs of brothers. This suggests that genetic and environmental factors shared within families, e.g., common genetics, parental education, socioeconomic status, or other shared experiences, cannot account for the association. Rather, independent, nonfamilial factors are more important. In contrast, within-family factors accounted for the relationship between low education and diagnosis risk. In conclusion, implementing measures to increase cognitive function in childhood and adolescence appears to be a more promising strategy for reducing dementia burden.

Indexed as

CognitionDementiaEducational StatusAdolescentAgedHumansMaleMiddle AgedNorwayRisk Factorscognitiondementiaeducation

Identifiers

PMID39352934
PMCPMC11474070

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.