Evidence map›Paper›PMID 40263482›Full record

ArticleScientific reports2025

Impact of visual stimulus complexity on associative learning and associated reaction times in migraine patients.

Kálmán Tót, Gabriella Eördegh, Noémi Harcsa-Pintér, Adél Papp, Balázs Bodosi, Gábor Braunitzer, János Tajti, Anett Csáti, Attila Nagy

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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. Article
  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

9 authors.

Kálmán TótDepartment of Physiology, Albert Szent-Györgyi Medical School, University of Szeged, Dóm tér 10, Szeged, 6720, Hungary. totkalman@gmail.com.
Gabriella EördeghDepartment of Theoretical Health Sciences and Health Management, Faculty of Health Sciences and Social Studies, University of Szeged, Szeged, Hungary.
Noémi Harcsa-PintérDepartment of Physiology, Albert Szent-Györgyi Medical School, University of Szeged, Dóm tér 10, Szeged, 6720, Hungary.
Adél PappDepartment of Physiology, Albert Szent-Györgyi Medical School, University of Szeged, Dóm tér 10, Szeged, 6720, Hungary.
Balázs BodosiDepartment of Physiology, Albert Szent-Györgyi Medical School, University of Szeged, Dóm tér 10, Szeged, 6720, Hungary.
Gábor BraunitzerSztárai Institute, University of Tokaj, Sárospatak, Hungary.
János TajtiDepartment of Neurology, Albert Szent-Györgyi Medical School, University of Szeged, Szeged, Hungary.
Anett CsátiDepartment of Neurology, Albert Szent-Györgyi Medical School, University of Szeged, Szeged, Hungary.
Attila NagyDepartment of Physiology, Albert Szent-Györgyi Medical School, University of Szeged, Dóm tér 10, Szeged, 6720, Hungary. nagy.attila.1@med.u-szeged.hu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The semantic complexity and verbalizability of visual stimuli can influence associative learning. The Rutgers Acquired Equivalence Test (RAET) uses semantically rich stimuli (faces and colored fish) to assess associative learning and generalization, while a modified version, the Polygon test, employs simpler stimuli with reduced semantic content (grayscale circles and geometric shapes). Although cognitive alterations are well-documented in migraine patients during interictal periods, the impact of visual stimulus complexity on associative learning and reaction times has not been studied. Forty-one migraine patients without aura completed both the RAET and Polygon tests. Performance metrics included acquisition error ratios, retrieval and generalization error ratios, and reaction times. The two tests were compared using non-parametric statistical methods. Migraine patients demonstrated comparable acquisition performance on the RAET and Polygon test. However, reaction times were significantly longer in the Polygon test across both acquisition and test phases. Retrieval and generalization performance were also similar between tests, despite longer reaction times with semantically reduced stimuli. Migraine patients showed consistent learning performance across visual stimuli of varying semantic complexity. Prolonged reaction times with simpler stimuli suggest increased cognitive demands, potentially mitigated by cortical compensatory mechanisms that maintain learning ability under challenging conditions.

Indexed as

Association LearningMigraine DisordersPhotic StimulationReaction TimeAdultFemaleHumansMaleMiddle AgedSemanticsYoung AdultAssociative equivalence learningCognitive functionsHumanMemoryMigraineNeurology

Identifiers

PMID40263482
PMCPMC12015222

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.