Evidence map›Paper›PMID 42827526›Full record

ReviewFrontiers in psychology2026

What should we be measuring when we measure cognitive reserve? Distinguishing proxies, prediction, and mechanism.

Kenneth R Paap

Abstract readReview
In one paragraph

Review in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

1 author.

Kenneth R PaapDepartment of Psychology, San Francisco State University, San Francisco, CA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cognitive reserve (CR) was proposed to explain why individuals with comparable brain aging or pathology can show different cognitive outcomes. Yet progress in CR assessment has been complicated by ambiguity about what, exactly, is being measured. This Conceptual Analysis distinguishes three elements that are often conflated: experiences proposed to build or maintain reserve, prediction of cognitive outcomes, and the cognitive or neural mechanisms that might produce resilience. The widespread Cognitive Reserve Index questionnaire (CRIq) offers a standardized measure of education, occupational activity, and cognitively stimulating leisure, but combining proposed determinants of reserve does not necessarily measure reserve itself. Similarly, associations between CR proxies and cognitive outcomes establish predictive validity but do not demonstrate that those proxies buffer the cognitive consequences of neural deterioration. Physiological measures potentially move assessment closer to mechanism, but a neural correlate is informative only when its functional meaning and predicted direction are independently constrained. Stronger tests of CR should distinguish and, where possible, independently measure prior cognitive ability, life-course experiences, brain status or pathology, candidate cognitive or neural mechanisms, and cognitive outcomes. On this view, CR may be better understood not as a quantity residing within an individual that can be captured by a single score, but as a theoretically specified pattern of relationships among independently measurable variables. Progress in CR assessment therefore requires movement from proxy to prediction, from prediction to resilience, and from resilience to mechanism.

Indexed as

cognitive agingcognitive modelingcognitive reserveproxiesresillience

Identifiers

PMID42827526
PMCPMC13630990

What OpenQuestion holds

Textmetadata
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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.