Evidence map›Paper›PMID 41542744›Full record

ArticleHippocampus2026

Hippocampal Signal Complexity Predicts Navigational Performance: Evidence From a Two-Week VR Training Program.

Jason D Ozubko, Madelyn Campbell, Abigail Verhayden, Brooke Demetri, Molly B Boyer, Yadurshana Sivashankar, Iva Brunec

Abstract read
In one paragraph

Article in Hippocampus, 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

5 · Who and what money

Authors and funding

7 authors.

Jason D OzubkoPsychology Department, SUNY Geneseo, Geneseo, New York, USA.
Madelyn CampbellPsychology Department, SUNY Geneseo, Geneseo, New York, USA.
Abigail VerhaydenPsychology Department, SUNY Geneseo, Geneseo, New York, USA.
Brooke DemetriPsychology Department, SUNY Geneseo, Geneseo, New York, USA.
Molly B BoyerPsychology Department, SUNY Geneseo, Geneseo, New York, USA.
Yadurshana SivashankarDepartment of Psychology, University of Waterloo, Waterloo, Canada.
Iva BrunecPsychology Department, University of Pennsylvania & Temple University, Philadelphia, Pennsylvania, USA.

Funding

The Role of Post-Encoding Retrieval on the Cognitive and Neural Representations of Real-World Spatial EnvironmentsR15NS104979 · NINDS · COLLEGE AT GENESEO · PI OZUBKO, JASON D · 2018 to 2018
$370k
NIH HHS 1R15NS104979-01NINDS NIH HHS R15 NS104979
6 · The paper itself

Abstract

Evidence from rodents has revealed that the hippocampus processes information in a graded manner along its long-axis, with anterior regions encoding coarse information and posterior regions encoding fine-grained information. During navigation tasks with humans, similar patterns have been shown, with granularity of representation and rate of signal varying along the long-axis. However, the stability of these signals and their relationship to navigational performance remain unclear. In this study, we conducted a 2-week training program where 26 participants (6 M; 20 F) learned to navigate through a novel city environment. We investigated inter-voxel similarity (IVS; a measure of representational granularity) and temporal auto-correlation (a measure of signal change) in the hippocampus. Specifically, we examined how these signals were influenced by navigational ability (stronger vs. weaker spatial learners), training session, and navigational dynamics. Our results suggested that stronger learners tended to exhibit an anterior-posterior distinction in IVS in the right hippocampus, whereas weaker learners showed less pronounced patterns. Additionally, lower general IVS levels in the hippocampus were linked to better early learning. These findings suggest that signal complexity in the hippocampus may play a role in successful navigation and that efficient organization of scales of representation could be beneficial for navigation.

Indexed as

HippocampusSpatial LearningSpatial NavigationVirtual RealityAdultFemaleHumansMagnetic Resonance ImagingMaleYoung Adultcognitive mapshippocampuslearningneuroimagingspatial navigation

Identifiers

PMID41542744
PMCPMC12809617

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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.