Evidence map›Paper›PMID 41935074›Full record

ArticleNPJ science of learning2026

Semantic relatedness and the efficacy of retrieval practice.

Mohan W Gupta, Steven C Pan, Timothy C Rickard

Abstract read
In one paragraph

Article in NPJ science of learning, 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

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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.

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

3 authors.

Mohan W GuptaDepartment of Psychology, Princeton University, Princeton, NJ, USA.ORCID http://orcid.org/0000-0001-8632-592X
Steven C PanDepartment of Psychology, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0001-9080-5651
Timothy C RickardDepartment of Psychology, University of California San Diego, San Diego, CA, USA. trickard@ucsd.edu.ORCID http://orcid.org/0000-0003-3449-956X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Retrieval practice (i.e., practice testing) enhances recall relative to other study methods, but it is still unclear when it helps most. Here, we ask if testing is more beneficial for weakly or strongly related word pairs. Participants studied word pairs with either low or high semantic relatedness, then practiced them using either test-with-feedback or restudy. We gave a final cued-recall test 24 hours later. Rather than relying on an ANOVA interaction on proportion correct, which can be hard to interpret when the link between latent memory strength and accuracy is unknown, we evaluated performance using a principled reference model and used cumulative distribution matching. Testing improved recall in both groups, but its benefit was 26% smaller for highly related pairs. This pattern was not explained by ceiling constraints, either across participants or at the item level. The model's characteristic quadratic relation between test and restudy performance held, but the high-relatedness data showed a systematic reduction in the incremental gain from testing. One interpretation consistent with the model is that study and test memory strengths become positively correlated for highly related materials. These results clarify how semantic structure shapes the testing effect and when practice testing is likely to pay off most.

Identifiers

PMID41935074
PMCPMC13230953

What OpenQuestion holds

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LicenceCC BY
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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 OpenQuestion graph.