Evidence map›Paper›PMID 40721513›Full record

ArticleNature medicine2025

Reevaluating the role of education on cognitive decline and brain aging in longitudinal cohorts across 33 Western countries.

Anders M Fjell, Ole Rogeberg, Øystein Sørensen, Inge K Amlien, David Bartrés-Faz, Andreas M Brandmaier, Gabriele Cattaneo, Sandra Düzel, Håkon Grydeland, Richard N Henson and 13 more

Abstract read
In one paragraph

Article in Nature medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing 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

23 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. The association between lifetime marital histories and later-life cognitive function: evidence from the United States and China.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026
    Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. MethylCog predicts six-year cognitive ability beyond blood-based ADRD biomarkers.medRxiv : the preprint server for health sciences · 2026
    Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Article
  19. Does education promote resilience and brain health in those with exceptional longevity? The LifeAfter90 study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

23 authors.

Anders M FjellCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway. andersmf@psykologi.uio.no.ORCID http://orcid.org/0000-0003-2502-8774
Ole RogebergRagnar Frisch Centre for Economic Research, Oslo, Norway.
Øystein SørensenCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.
Inge K AmlienCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.
David Bartrés-FazDepartment of Medicine, Faculty of Medicine and Health Sciences, Institute of Neurosciences, University of Barcelona, Barcelona, Spain.
Andreas M BrandmaierCenter for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.ORCID http://orcid.org/0000-0001-8765-6982
Gabriele CattaneoInstitut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Barcelona, Spain.
Sandra DüzelCenter for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.
Håkon GrydelandCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.
Richard N HensonMRC Cognition and Brain Sciences Unit, Department of Psychiatry, University of Cambridge, Cambridge, UK.
Simone KühnMax Planck UCL Centre for Computational Psychiatry and Ageing Research, Berlin, Germany.ORCID http://orcid.org/0000-0001-6823-7969
Ulman LindenbergerCenter for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany.
Torkild Hovde LyngstadDepartment of Sociology and Human Geography, University of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0001-7830-9305
Athanasia M MowinckelCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.
Lars NybergCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0002-3367-1746
Alvaro Pascual-LeoneHinda and Arthur Marcus Institute for Aging Research, Deanna and Sidney Wolk Center for Memory Health, Hebrew SeniorLife, Boston, MA, USA.ORCID http://orcid.org/0000-0001-8975-0382
Cristina Solé-PadullésDepartment of Medicine, Faculty of Medicine and Health Sciences, Institute of Neurosciences, University of Barcelona, Barcelona, Spain.
Markus H SneveCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0001-7644-7915
Javier SolanaInstitut Guttmann, Institut Universitari de Neurorehabilitació adscrit a la UAB, Barcelona, Spain.ORCID http://orcid.org/0000-0003-0880-7856
Marie StrømstadCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.
Leiv Otto WatneOslo Delirium Research Group, Institute of Clinical Medicine, Campus Ahus, University of Oslo, Oslo, Norway.ORCID http://orcid.org/0000-0003-0441-6700
Kristine B WalhovdCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.
Didac Vidal-PiñeiroCenter for Lifespan Changes in Brain and Cognition, University of Oslo, Oslo, Norway.

Funding

HRS Yrs29-34: Y33 SSA CoFundingU01AG009740 · NIA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Jessica Faul, KENNETH M LANGA · 1990 to 2026
$555.8M
Project 1U19AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE/RES/EDU · PI MONICA G. RIVERA-MINDT · 2016 to 2026
$226.7M
Alzheimer's Disease Neuroimaging Initiative - SupplementU01AG024904 · NIA · NORTHERN CALIFORNIA INSTITUTE RES &EDUC · PI WEINER, MICHAEL W · 2004 to 2015
$121.0M
Smartphone-Based "Burst" Cognitive AssessmentsP01AG003991 · NIA · WASHINGTON UNIVERSITY · PI JOHN MORRIS · 1985 to 2026
$69.5M
Understanding and Improving Healthcare Decision-Making and Outcomes for People Living with Alzheimer's Disease and Related DementiasP01AG005842 · NIA · NATIONAL BUREAU OF ECONOMIC RESEARCH · PI KOSALI ILAYPERUMA SIMON · 1986 to 2026
$56.5M
WASHINGTON UNIVERSITY ALZHEIMERS DISEASE RESEARCH CENTERP50AG005681 · NIA · WASHINGTON UNIVERSITY · PI MORRIS, JOHN · 1985 to 2019
$52.1M
Vascular factors, physical activity, and inflammation as modulators of neurodegenerative and cognitive trajectories (Project 2)P01AG036694 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI Hyun-Sik Yang · 2010 to 2026
$50.2M
The natural history of AB accumulation in preclinical ADP01AG026276 · NIA · WASHINGTON UNIVERSITY · PI MORRIS, JOHN · 2005 to 2025
$49.5M
Washington University Institute of Clinical and Translational SciencesUL1TR000448 · NCATS · WASHINGTON UNIVERSITY · PI EVANOFF, BRADLEY A · 2012 to 2016
$41.4M
The VETSA Longitudinal Twin Study of Cognition and Aging (VETSA 4)R01AG050595 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI ELMAN, JEREMY A, FRANZ, CAROL ELAINE · 2015 to 2024
$28.0M
The VETSA Longitudinal MRI Twin Study of AgingR01AG022381 · NIA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI KREMEN, WILLIAM S. · 2003 to 2019
$22.3M
WEALTH DISPARITIES AMONG MATURE AND OLDER ADULTSP01AG008291 · NIA · RAND CORPORATION · PI HURD, MICHAEL D · 1989 to 2018
$19.4M
EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) 283634EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) 313440EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) 677804EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) 725025EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 European Research Council (H2020 Excellent Science - European Research Council) 732592Foundation for the National Institutes of Health (Foundation for the National Institutes of Health, Inc.) R01AG076708NCATS NIH HHS UL1 TR000448NIA NIH HHS HHSN271201300071CNIA NIH HHS P01 AG003991NIA NIH HHS P01 AG005842NIA NIH HHS P01 AG008291NIA NIH HHS P01 AG026276NIA NIH HHS P01 AG036694NIA NIH HHS P30 AG012815NIA NIH HHS P50 AG005681NIA NIH HHS R01 AG018384NIA NIH HHS R01 AG018386NIA NIH HHS R01 AG022381NIA NIH HHS R01 AG043434NIA NIH HHS R01 AG050595NIA NIH HHS R01 AG052527NIA NIH HHS R01 AG056329NIA NIH HHS R01 AG063944NIA NIH HHS R01 AG076708NIA NIH HHS R01 AG076838NIA NIH HHS RF1 AG076708NIA NIH HHS U01 AG009740NIA NIH HHS U01 AG024904NIA NIH HHS U19 AG024904NIBIB NIH HHS R01 EB009352Norges Forskningsråd (Research Council of Norway) 262453Norges Forskningsråd (Research Council of Norway) 324882Norges Forskningsråd (Research Council of Norway) 325001, 301395, 239889, 249931Norges Forskningsråd (Research Council of Norway) 325415Norges Forskningsråd (Research Council of Norway) 325878Wellcome Trust
6 · The paper itself

Abstract

Why education is linked to higher cognitive function in aging is fiercely debated. Leading theories propose that education reduces brain decline in aging and enhances tolerance to brain pathology or that it does not affect cognitive decline but, rather, reflects higher early-life cognitive function. To test these theories, we analyzed 407,356 episodic memory scores from 170,795 participants older than 50 years, alongside 15,157 brain magnetic resonance imaging scans from 6,472 participants across 33 Western countries. More education was associated with better memory, larger intracranial volume and slightly larger volume of memory-sensitive brain regions. However, education did not protect against age-related decline or weakened effects of brain decline on cognition. The most parsimonious explanation for the results is that the associations reflect factors present early in life, including propensity of individuals with certain traits to pursue more education. Although education has numerous benefits, the notion that it provides protection against cognitive or brain decline is not supported.

Indexed as

AgingBrainCognitionCognitive DysfunctionEducational StatusAgedAged, 80 and overFemaleHumansLongitudinal StudiesMagnetic Resonance ImagingMaleMemory, EpisodicMiddle Aged

Identifiers

PMID40721513
PMCPMC12888805

What Socratic 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 Socratic graph.