Evidence map›Paper›PMID 41697598›Full record

ReviewNeuropsychology review2026

A Systematic Review of the Measurement and Influence of Quality of Education on Neuropsychological Test Performance in Later Life.

Tara Metcalfe, T Rune Nielsen, Freddie O'Donald, Sanne Franzen, Clara Calia

Abstract readReview
PubMed Publisher
In one paragraph

Review in Neuropsychology review, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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

5 authors.

Tara MetcalfeClinical Psychology, NHS Lanarkshire, Hamilton, UK.ORCID http://orcid.org/0009-0005-8798-7788
T Rune NielsenDanish Dementia Research Centre, Department of Neurology, Copenhagen University Hospital, Copenhagen, Denmark.
Freddie O'DonaldSchool of Health in Social Science, The University of Edinburgh, Edinburgh, UK.ORCID http://orcid.org/0009-0009-6761-609X
Sanne FranzenDepartment of Neurology and Alzheimer Center Erasmus MC, Erasmus MC University Medical Center, Rotterdam, the Netherlands.
Clara CaliaSchool of Health in Social Science, The University of Edinburgh, Edinburgh, UK. c.calia@ed.ac.uk.ORCID http://orcid.org/0000-0003-2505-6361

Funding

Health~Holland #LSHM20106Nederlands Instituut voor Onderzoek van de Gezondheidszorg ZonMw 73305095007, #1051003210004
6 · The paper itself

Abstract

Years or highest level of formal education are typically used to quantify educational experience and stratify normative data. However, these approaches do not account for differences in education quality which may lead to misclassification of cognitive abilities. The present systematic review aimed to synthesize existing literature on the measurement of education quality and evaluate its effects on neuropsychological test performance in later life. Databases were searched to identify eligible studies that explored the effects of education quality on neuropsychological test scores in older adult populations (age ≥ 55 years). A narrative synthesis of the included studies was conducted, and the quality of evidence was assessed. The study was pre-registered on PROSPERO (Project ID: CRD42024373157). Of the 2,338 records identified, 16 studies were included in the review. Measurement of education quality was categorized in two ways: as performance-based proxies (typically assessment of literacy and numeracy), or as retrospective indicators of quality based on historical data or self-report. Proxies were most commonly tests of reading ability. Education quality measures correlated highly with years of education but emerged as stronger predictors of cognitive test performance. Findings suggest that education quality may be a more useful measure of educational experience than years of education, particularly for minoritized ethnic groups. This highlights the need to select tests that minimize the effects of education on cognitive test performance and to incorporate education quality measures. Future research should investigate the extent to which these measures represent education quality cross-culturally.

Indexed as

Cognitive ageingCross-Cultural comparisonCultural diversityEducationEducational attainmentLiteracyPsychometricsQuality of education

Identifiers

What OpenQuestion holds

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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.