Evidence map›Paper›PMID 41276111›Full record

ArticleNeuropsychologia2026

Reduced age differences in semantic memory networks: Evidence from semantically diverse free associations.

Abigail L Cosgrove, Roger E Beaty, Chaleece W Sandberg, Allison Link, Michele T Diaz

Abstract read
In one paragraph

Article in Neuropsychologia, 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
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0citing papers in PubMed
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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

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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

5 authors.

Abigail L CosgroveThe Pennsylvania State University, USA. Electronic address: alc5907@psu.edu.
Roger E BeatyThe Pennsylvania State University, USA.
Chaleece W SandbergThe Pennsylvania State University, USA.
Allison LinkThe Pennsylvania State University, USA.
Michele T DiazThe Pennsylvania State University, USA.

Funding

Neuroimaging of Age-Related Changes in LanguageR01AG034138 · NIA · PENNSYLVANIA STATE UNIVERSITY, THE · PI DIAZ, MICHELE T · 2010 to 2021
$3.1M
NIA NIH HHS R01 AG034138
6 · The paper itself

Abstract

A hallmark of successful aging is increased life experiences and knowledge. Yet how this additional information is incorporated into semantic memory is unclear. Network science has proven to be a useful tool for modeling semantic memory networks in younger and older adults. Previous research suggests that although vocabulary and knowledge are largely stable across adulthood, older adults may have semantic memory networks that are less efficient, less interconnected, and more segregated. However, prior work, including our own, has largely focused on semantic memory networks derived from highly salient, physical concepts (e.g., animals). Though words essential for natural conversation vary greatly in terms of their psycholinguistic characteristics. In the present study, we examine age-related differences in semantic memory networks derived from a free association task, using both abstract and concrete cues that varied in semantic diversity - the number of unique contexts in which they could appear. Across several analytic approaches, we found that including abstract words in semantic memory networks minimized age-related differences: there were no age differences in network efficiency, but older adults had more interconnected and less segregated semantic memory networks compared to younger adults. Looking at word-level characteristics of the semantic memory networks suggested that for both younger and older adults, words that were high in semantic diversity and were more abstract had stronger connections to other words and were more interconnected. These results suggest that abstract and semantically diverse words are a cornerstone in maintaining older adults' semantic memory networks.

Indexed as

AgingAssociationMemorySemanticsAdolescentAdultAgedAged, 80 and overFemaleHumansMaleMiddle AgedPsycholinguisticsVocabularyYoung AdultAgingConcretenessGraph theoryNetwork scienceSemantic diversitySemantic memory

Identifiers

PMID41276111
PMCPMC13293371

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.