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Working memory load and search efficiency in conventional monitor-based 2D versus 3D virtual settings: analysis of response times and parietal induced alpha activity in a modified Sternberg task.

Overview

  1. Experimental Psychology I, Institute of Psychology, Osnabrück University,Lise-Meitner-Str. 3, 49076 Osnabrück, Germany
  2. Department of Psychology, Norwegian University of Science and Technology,Trondheim, Norway
Journal: Experimental brain research, volume 244, issue 4, article 62
Dates: received 17 November 2025; accepted 18 February 2026; published online 9 March 2026; in print 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1007/s00221-026-07266-1 · PMID 41801457 · PMCID PMC12971832 · OpenAlex W7134247356
Open access: hybrid, a free copy (OpenAlex)
Status: data only
Categories: EEG (modality), human (organism), cognitive (subfield)
Methods: Statistics, Smoothing, state filtering, decompositions, Preprocessing, Spectral & time-frequency, Evoked potentials
Keywords: Working memory, VR, Induced oscillations, Realistic conditions, EEG
MeSH: Alpha Rhythm*, Memory, Short-Term*, Parietal Lobe*, Psychomotor Performance*, Reaction Time*, Virtual Reality*, Adult, Electroencephalography, Female, Humans, Male, Young Adult (* major topic)
Topic: Neural and Behavioral Psychology Studies (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: Universität Osnabrück (3158)
Citations: cited by 1 paper (Europe PMC); 111 references in the paper

Abstract

In psychophysiological research on memory encoding and retrieval, Virtual Reality (VR) allows for meaningful insights into mnemonic processing under realistic conditions, yet its effects on working memory (WM) processing and performance remain inconclusive. The present study investigates how information search processes in WM differ when stimulus material is encoded in a conventional monitor-based context or in a more realistic virtual setting, and whether complex, naturalistic stimulus properties facilitate or challenge WM processing and task performance. Participants performed a modified Sternberg task with everyday objects presented either on a 2D monitor or in photorealistic VR. To investigate the search mechanism and WM load, response times, accuracy, and parietal induced alpha activity during retention were analyzed. Across both modalities, response times, error rates, and parietal alpha activity increased with setsize, consistent with serial WM search up to capacity limits. Reaction times were faster for target than non-target probes, suggesting that complex object stimuli engage familiarity- or priming-based components in WM search, particularly in VR. Critically, 3D presentation yielded faster response times across setsizes and lower WM load, reflected by reduced parietal alpha activity during retention, while accuracy was preserved. Moreover, response times in the 2D condition deviated earlier from linearity at higher setsizes, whereas 3D presentation resulted in a more gradual increase, indicating delayed capacity-related saturation. Together, the behavioral and electrophysiological findings indicate that more realistic presentation in VR supports more efficient utilization of WM capacity, likely by facilitating access to stored representations, without altering the fundamental serial nature of WM search.

Supplementary Information: The online version contains supplementary material available at 10.1007/s00221-026-07266-1.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

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Data

Datasets cited

Data availability

The dataset including aggregated behavioral and EEG data per participant and SPSS Syntax for the statistical analyses performed in this study can be found at OSF (https://osf.io/3uag5/overview?view_only=190e89b1bf6a46b3aa2d00b33a2a66e1). The raw EEG data generated during the study and preprocessed and analyzed for the study are available upon reasonable request to the author.

Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 30 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 5 authors, 5 keywords, 12 MeSH terms, 1 funder, 107 references.

Cite

This paper

Sagehorn, M., Johnsdorf, M., Kisker, J., Gruber, T., & Schöne, B. (2026). Working memory load and search efficiency in conventional monitor-based 2D versus 3D virtual settings: analysis of response times and parietal induced alpha activity in a modified Sternberg task. Experimental brain research, 244(4), 62. https://doi.org/10.1007/s00221-026-07266-1

BibTeX

@article{sagehorn2026working,
author = {Sagehorn, Merle and Johnsdorf, Marike and Kisker, Joanna and Gruber, Thomas and Schöne, Benjamin},
title = {{Working memory load and search efficiency in conventional monitor-based 2D versus 3D virtual settings: analysis of response times and parietal induced alpha activity in a modified Sternberg task}},
journal = {Experimental brain research},
year = {2026},
month = mar,
volume = {244},
number = {4},
pages = {62},
publisher = {Springer Science+Business Media},
issn = {0014-4819},
doi = {10.1007/s00221-026-07266-1},
url = {https://doi.org/10.1007/s00221-026-07266-1},
pmid = {41801457},
pmcid = {PMC12971832}
}

RIS

TY - JOUR
AU - Sagehorn, Merle
AU - Johnsdorf, Marike
AU - Kisker, Joanna
AU - Gruber, Thomas
AU - Schöne, Benjamin
TI - Working memory load and search efficiency in conventional monitor-based 2D versus 3D virtual settings: analysis of response times and parietal induced alpha activity in a modified Sternberg task
T2 - Experimental brain research
J2 - Exp Brain Res
PY - 2026
DA - 2026/03/09
VL - 244
IS - 4
SP - 62
SN - 0014-4819
PB - Springer Science+Business Media
DO - 10.1007/s00221-026-07266-1
UR - https://doi.org/10.1007/s00221-026-07266-1
LA - en
ER -

CSL-JSON

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