ReviewFrontiers in aging neuroscience2022
Cognitive Reserve and Related Constructs: A Unified Framework Across Cognitive and Brain Dimensions of Aging.
Review in Frontiers in aging neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers.
What it found
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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.
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Who cites it
46 citing papers in PubMed, 57 citations in OpenAlex.
- Is grip strength a marker for cognitive function, neurodegeneration, and resilience?GeroScience · 2026Article
- A novel method to disentangle tightly linked risk and resilience genes for brain disorders: application to Alzheimer's disease.Molecular psychiatry · 2026Article
- Reserves, Injury Severity, and Outcomes in Traumatic Brain Injury: A CENTER-TBI Observational Study.Annals of clinical and translational neurology · 2026Article
- Theoretical and practical challenges for capturing reserve and resilience in aging and Alzheimer's disease: A narrative review.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Review
- Neuropathology in a diverse cohort of oldest-old: The LifeAfter90 study.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Brain maintenance biomarkers from structural and functional interactions in aging and neurodegeneration.Nature communications · 2026Article
- A roadmap for conducting more inclusive research on brain resilience in ageing and dementia.Nature reviews. Neuroscience · 2026Review
- Divergent white matter metabolic signature patterns indicate impending cognitive decline in aging and dementia.Nature communications · 2026Article
- Precision estimates of longitudinal brain aging capture unexpected individual differences in one year.Nature communications · 2026Article
- Cognitive reserve and adaptive resilience: a conceptual analysis of a cross-species framework for neuropsychology and cognitive aging.Frontiers in psychology · 2026Review
- Do cognitive reserve proxies capture a common neural signature? A systematic review and meta-analysis of task-based fMRI studies.Psychoradiology · 2026Review
- Cognitive dispersion in established adulthood: etiology and implications for cognitive aging.Innovation in aging · 2026Article
- Addressing cognitive impairment in drivers on hemodialysis through reaction time.Dementia & neuropsychologia · 2026Article
- MIND diet moderates the associations between cerebrovascular and neurodegenerative disease burden and cognition.Frontiers in nutrition · 2026Article
- Precision Sedation for Gastrointestinal Endoscopy in Older Adults: Brain Vulnerability and Recovery.Drug design, development and therapy · 2026Review
- Association of qEEG TAR and TBR During Eyes-Open and Eyes-Closed with Plasma Oligomeric Amyloid-β Levels in an Aging Population.Journal of clinical medicine · 2025Article
- Diagnostic Utility of Vestibular Markers in Identifying Mild Cognitive Impairment and Early Alzheimer's Disease in Older Adults.Journal of clinical medicine · 2025Article
- A lifespan perspective on cognitive reserve and risk for dementia.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- Biomarker-Driven Diagnosis in Neurocognitive Disorders: A Clinician's Perspective on the Risks of Reductionism.Neurology. Clinical practice · 2025Article
- Neuroimaging Predictors of Cognitive Resilience against Alzheimer's Disease Pathology.Annals of neurology · 2025Article
Corrections and comments
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Authors and funding
8 authors at 4 institutions in 1 country.
Funding
Abstract
Cognitive reserve and related constructs are valuable for aging-related research, but consistency and clarification of terms is needed as there is still no universally agreed upon nomenclature. We propose a new set of definitions for the concepts of reserve, maintenance, and resilience, and we invoke parallel concepts for each that are applicable to cognition and to brain. Our definitions of reserve and resilience correspond reasonably well to dictionary definitions of these terms. We demonstrate logical/methodological problems that arise from incongruence between commonly used conceptual and operational definitions. In our view, cognitive reserve should be defined conceptually as one's total cognitive resources at a given point in time. IQ and education are examples of common operational definitions (often referred to as proxies) of cognitive reserve. Many researchers define cognitive reserve conceptually as a property that allows for performing better than expected cognitively in the face of aging or pathology. Performing better than expected is demonstrated statistically by interactions in which the moderator is typically IQ or education. The result is an irreconcilable situation in which cognitive reserve is both the moderator and the moderation effect itself. Our proposed nomenclature resolves this logical inconsistency by defining performing better than expected as cognitive resilience. Thus, in our usage, we would test the hypothesis that high cognitive reserve confers greater cognitive resilience. Operational definitions (so-called proxies) should not conflate factors that may influence reserve-such as occupational complexity or engagement in cognitive activities-with cognitive reserve itself. Because resources may be depleted with aging or pathology, one's level of cognitive reserve may change over time and will be dependent on when assessment takes place. Therefore, in addition to cognitive reserve and cognitive resilience, we introduce maintenance of cognitive reserve as a parallel to brain maintenance. If, however, education is the measure of reserve in older adults, it precludes assessing change or maintenance of reserve. Finally, we discuss consideration of resistance as a subcategory of resilience, reverse causation, use of residual scores to assess performing better than expected given some adverse factor, and what constitutes high vs. low cognitive reserve across different studies.
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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.