SynthesisPloS one2012
Education and dementia in the context of the cognitive reserve hypothesis: a systematic review with meta-analyses and qualitative analyses.
Synthesis in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 400 papers, 5 of them syntheses that pooled 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.
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.
Who cites it
400 citing papers in PubMed, 5 syntheses or guidelines pooled it, 868 citations in OpenAlex.
- Identification of cognitive impairment in patients with hypertension: a systematic review and critical appraisal of existing models.Frontiers in medicine · 2026Pooled it
- A meta-analysis of technology use and cognitive aging.Nature human behaviour · 2025Pooled it
- Poststroke cognitive impairment among stroke survivors in Sub-Saharan Africa: a systematic review and meta-analysis.BMC public health · 2024Pooled it
- Could Country-Level Factors Explain Sex Differences in Dementia Incidence and Prevalence? A Systematic Review and Meta-Analysis.Journal of Alzheimer's disease : JAD · 2023Pooled it
- Modifiable lifestyle factors and cognitive reserve: A systematic review of current evidence.Ageing research reviews · 2022Pooled it
- Examining the Associations between Post-Stroke Cognitive Function and Common Comorbid Conditions among Stroke Survivors.International journal of environmental research and public health · 2022Trial
- Possible and Probable Dementia and Depressive/Anxiety Symptoms in U.S. Older Adults: One-Year Follow-Up.Journal of aging and health · 2026Article
- Assessing the Mediating Roles of Global Sensory Impairment, Social Isolation, and Loneliness in the Association Between Education and Cognitive Function.Journal of applied gerontology : the official journal of the Southern Gerontological Society · 2026Article
- Accumulation of Biopsychosocial Risk Factors and Cognitive Impairment: The Impact of Slower Gait, Depression, and Low Education in Community-Dwelling Older Adults.Annals of geriatric medicine and research · 2026Article
- Exploring Social Determinants of Cognitive Functioning: History of Criminal Legal System Involvement and Processing Speed among Older Black Americans.Sociological focus · 2026Article
- Corpus callosum fractional anisotropy from routine diffusion tensor imaging predicts dementia in older adults beyond clinical risk factors.GeroScience · 2026Article
- Does additional education affect memory consistently? An analysis of compulsory schooling reforms across Europe and U.S.Social science & medicine (1982) · 2026Article
- A Life Course Perspective on Cognitive Aging: The Interplay between Early and Later Life Stimulating Environments.Journal of health and social behavior · 2026Article
- Diagnostic accuracy of drawing tests and their combinations for post-stroke cognitive impairment in patients with lower education.BMC neurology · 2026Article
- Long-term patterns of depressive symptoms and cognitive aging in middle-aged and older adults.Archives of public health = Archives belges de sante publique · 2026Article
- Social and Cardiovascular Risk Factors as Predictors of the Progression from Mild Cognitive Impairment to Dementia in a Large EHR Database.medRxiv : the preprint server for health sciences · 2026Article
- Data-driven leisure-time physical activity trajectories of over 46 years and their associations with cognition in nonagenarians: a cohort study.The journals of gerontology. Series B, Psychological sciences and social sciences · 2026Article
- Self-Reported ADHD Symptoms and Cognitive Performance in a National Sample of US Older Adults.Journal of attention disorders · 2026Article
- The association between neurofilament light chain and cognitive function: a UK Biobank cohort study.Journal of neurology · 2026Article
- Evidence for bilingualism as a cognitive reserve factor in biomarker-confirmed Alzheimer's disease.medRxiv : the preprint server for health sciences · 2026Article
340 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
backgroundCognitive reserve (CR) or brain reserve capacity explains why individuals with higher IQ, education, or occupational attainment have lower risks of developing dementia, Alzheimer's disease (AD) or vascular dementia (VaD). The CR hypothesis postulates that CR reduces the prevalence and incidence of AD or VaD. It also hypothesizes that among those who have greater initial cognitive reserve (in contrast to those with less reserve) greater brain pathology occurs before the clinical symptoms of disease becomes manifest. Thus clinical disease onset triggers a faster decline in cognition and function, and increased mortality among those with initial greater cognitive reserve. Disease progression follows distinctly separate pathological and clinical paths. With education as a proxy we use meta-analyses and qualitative analyses to review the evidence for the CR hypothesis. METHODOLOGY/PRINCIPAL
findingsWe searched PubMed, PsycoINFO, EMBASE, HealthStar, and Scopus databases from January 1980 to June 2011 for observational studies with clear criteria for dementia, AD or VaD and education. One hundred and thirty-three articles with a variety of study designs met the inclusion criteria. Prevalence and incidence studies with odds ratios (ORs), relative risks or original data were included in the meta-analyses. Other studies were reviewed qualitatively. The studies covered 437,477 subjects. Prevalence and incidence studies with pooled ORs of 2.61 (95%CI 2.21-3.07) and 1.88 (95%CI 1.51-2.34) respectively, showed low education increased the risk of dementia. Heterogeneity and sensitivity tests confirmed the evidence. Generally, study characteristics had no effect on conclusions. Qualitative analyses also showed the protective effects of higher education on developing dementia and with clinical disease onset hastening a decline in cognition and function, and greater brain pathology. CONCLUSION/SIGNIFICANCE: This systematic review and meta-analyses covering a wide range of observational studies and diverse settings provides robust support for the CR hypothesis. The CR hypothesis suggests several avenues for dementia prevention.
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What OpenQuestion holds
Registered trials
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.