Evidence map›Paper›PMID 41199120›Full record

ArticleCognitive, affective & behavioral neuroscience2026

Cortical dynamics are differentially associated with decision-making strategies in human wayfinding: An EEG study.

Ju-Yi Huang, Otmar Bock, Clément Naveilhan, Stephen Ramanoël, Ronja V Faßbender, Daniel Memmert, Oezguer A Onur

Abstract read
In one paragraph

Article in Cognitive, affective & behavioral neuroscience, 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

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

1 citing paper in PubMed.

  1. 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

7 authors.

Ju-Yi HuangInstitute of Exercise Training and Sport Informatics, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933 Köln, Cologne, Germany. juyi.huang@stud.dshs-koeln.de.ORCID 0009-0009-8527-1312
Otmar BockInstitute of Exercise Training and Sport Informatics, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933 Köln, Cologne, Germany.
Clément NaveilhanLAMHESS, Université Côte d'Azur, Nice, France.
Stephen RamanoëlLAMHESS, Université Côte d'Azur, Nice, France.
Ronja V FaßbenderDepartment of Neurology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.
Daniel MemmertInstitute of Exercise Training and Sport Informatics, German Sport University Cologne, Am Sportpark Müngersdorf 6, 50933 Köln, Cologne, Germany.
Oezguer A OnurDepartment of Neurology, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Navigating urban environments involves making directional decisions at intersections, which can be guided by different cognitive strategies. This study investigated whether distinct strategies correspond to specific spatiotemporal brain activity patterns, reflecting differences in cognitive processes using source-localized scalp electroencephalography (EEG). Thirty-two participants navigated five strategy-specific virtual mazes and made directional decisions at intersections in each given maze. At the behavioral level, we found that strategies involving higher cognitive memory load were associated with lower accuracy, while those requiring complex visual processing resulted in longer reaction times. At the EEG level, we observed that increased theta activity was sensitive to differences in cognitive demands across strategies and was particularly associated with cue-piloting, memory retrieval, and spatial information updating and integration. Increased alpha activity was linked to visual cue and scene processing, while both increased and decreased beta activity reflected internally referenced memory and predictive processing, respectively. We further found that strategies relying on wisely visible cues showed similar spatiotemporal theta activation patterns, whereas those involving absent or nearby visual cues exhibited distinct patterns. Lastly, we observed that increased theta, alpha, and beta activity were associated with higher cognitive demand both before and after decision making. However, during decision making, increased theta activity was linked to efficient navigation in frontal-limbic-parietal-temporal regions and to greater cognitive demand in occipital regions. These findings indicate that cortical dynamics differ according to the cognitive strategy, depending on the type of visual cues and spatial judgments, thereby supporting a classification framework grounded in cognitive processing demands.

Indexed as

Brain WavesCerebral CortexDecision MakingSpatial NavigationAdultCuesElectroencephalographyFemaleHumansMaleReaction TimeYoung AdultCognitive strategyDecision-makingEEGSpatial navigationWayfinding

Identifiers

PMID41199120
PMCPMC12847099

What OpenQuestion 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 OpenQuestion graph.