Evidence map›Paper›PMID 41652221›Full record

ArticlePsychological research2026

Associative and categorical priming in a word-picture paradigm: a diffusion model analysis.

Shanqing Gao, Ines Marberg, Alexander Berger, Andreas Voss

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Article in Psychological research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

4 authors.

Shanqing GaoDepartment of Psychology, Heidelberg University, Heidelberg, Germany. shanqing.gao@psychologie.uni-heidelberg.de.
Ines MarbergDepartment of Psychology, Heidelberg University, Heidelberg, Germany.
Alexander BergerDepartment of Psychiatry, Ulm University, Ulm, Germany.
Andreas VossDepartment of Psychology, Heidelberg University, Heidelberg, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

When we perceive language cues, they are processed with a high degree of automaticity and can thus guide the processing of subsequent perceptions. We investigated here how associated and categorically congruent prime words influence responses in a semantic picture categorization task. A hierarchical diffusion model is applied to disentangle the underlying cognitive processes. In the experiment, participants were asked to categorize target pictures as living or non-living. These target pictures were preceded by prime words, for which associations and semantic category match with targets were manipulated. Results indicate robust priming effects of category congruency for both response times (RT) and error rates (ER), whereas associations only show an effect on response times (RT). Diffusion model analysis revealed different cognitive processes for both types of prime-target relations: Specifically, associative priming maps to non-decision times, suggesting a head start in visuo-semantic picture processing, whereas categorical priming was found to affect drift rate, suggesting facilitation of the decision-making process. These results suggest that priming effects in picture classification differ from cognitive processes involved in word-word priming. The implications for theoretical models of priming are discussed.

Indexed as

AssociationModels, PsychologicalPattern Recognition, VisualRepetition PrimingSemanticsAdultCuesDecision MakingFemaleHumansMalePhotic StimulationReaction TimeYoung AdultAssociative primingCategory congruence primingDiffusion modelPicture processingWord-picture priming

Identifiers

PMID41652221
PMCPMC12881110

What Socratic 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 Socratic graph.