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Investigating the test-retest reliability and behavioral correlates of pupil responses in the n-back task.

Overview

Authors: Gábor László Bényei1,2, Péter Pajkossy1,3
  1. Department of Cognitive Science, Faculty of Natural Sciences, Budapest University of Technology and Economics,Műegyetem Rkp. 3., Budapest, 1111 Hungary
  2. Neurocognitive Research Centre, Nyírő Gyula National Institute of Psychiatry and Addictology, Lehel U. 59., Budapest, 1135 Hungary
  3. Cognitive Medicine Research Group, Competence Centre for Neurocybernetics of the Life Sciences Cluster of the Centre of Excellence for Interdisciplinary Research, Development and Innovation of the University of Szeged, University of Szeged,Szeged, Hungary
Journal: Scientific reports, volume 16, issue 1, article 17032
Dates: received 9 August 2025; accepted 27 March 2026; published online 11 April 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1038/s41598-026-46731-3 · PMID 41965881 · PMCID PMC13230787 · OpenAlex W7153552397
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: other (modality), human (organism), cognitive (subfield)
Keywords: Pupil size, Pupillometry, Individual differences, n-back, Test–retest reliability, Working memory, Attention, Neuroscience, Psychology
MeSH: Memory, Short-Term*, Pupil*, Adult, Attention, Cognition, Female, Humans, Male, Reproducibility of Results, Task Performance and Analysis, Young Adult (* major topic)
Topic: Neural and Behavioral Psychology Studies (Cognitive Neuroscience, Neuroscience), according to OpenAlex
Funding: Budapest University of Technology and Economics
Citations: not cited yet (Europe PMC); 86 references in the paper

Abstract

Measurement of pupil size changes is a promising method to investigate information processing. Our study contributes to this stream of research (1) by investigating whether pupillary changes during performing a demanding working memory (n-back) task are associated with performance, and (2) by testing whether these pupil responses demonstrate temporal stability over a period of multiple weeks. We conducted two experiments using two different variants of an n-back task differing in task durations and found that both phasic and tonic pupil size measures are characterized by good test–retest reliability. Furthermore, phasic, task-evoked pupillary responses were positively correlated with task performance, whereas no evidence was found for a similar link in the case of tonic pupil size measures, possibly due to design characteristics. Importantly, the dissociation of validity and reliability regarding tonic pupil size measures suggests that pupil responses might be temporally stable also in such cases when the pupil response itself is not predictive of task performance. Our results imply that pupillometry can be an appropriate tool to assess individual differences in cognition or underlying neural functioning, but one must ensure that the between-sessions correlations among participants are caused by individual differences in information processing, and not by other methodological factors (e.g. participant-specific, systematic measurement noise).

Supplementary Information: The online version contains supplementary material available at 10.1038/s41598-026-46731-3.

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

Code

No file of the authors' code could be read here: it is described below, and read at its source.

OSF gj7xa

License: none: the authors keep all their rights
State: the link answers, verified on 29 September 2026
Evidence: files inventoried
Size: 2 files
Software Heritage: not checked
Found in: “Data availability”
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 29 September 2026: the link answers (HTTP 200)
  • 29 September 2026: the link answers (HTTP 200)
At the source: osf.io/gj7xa/

The paper's code and data availability statement is in the Data section.

Tracing map

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  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 0 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
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Data

No dataset and no data link were found in the paper.

Data availability

The code for the pupil data preprocessing and the code and data for statistical analyses are publicly available on this OSF link: https://osf.io/gj7xa/

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

Versions

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Version 1, 29 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 2 authors, 9 keywords, 11 MeSH terms, 1 funder, 74 references.

Cite

This paper

Bényei, G. L., & Pajkossy, P. (2026). Investigating the test-retest reliability and behavioral correlates of pupil responses in the n-back task. Scientific reports, 16(1), 17032. https://doi.org/10.1038/s41598-026-46731-3

BibTeX

@article{benyei2026investigating,
author = {Bényei, Gábor László and Pajkossy, Péter},
title = {{Investigating the test-retest reliability and behavioral correlates of pupil responses in the n-back task}},
journal = {Scientific reports},
year = {2026},
month = apr,
volume = {16},
number = {1},
pages = {17032},
publisher = {Nature Publishing Group},
issn = {2045-2322},
doi = {10.1038/s41598-026-46731-3},
url = {https://doi.org/10.1038/s41598-026-46731-3},
pmid = {41965881},
pmcid = {PMC13230787}
}

RIS

TY - JOUR
AU - Bényei, Gábor László
AU - Pajkossy, Péter
TI - Investigating the test-retest reliability and behavioral correlates of pupil responses in the n-back task
T2 - Scientific reports
J2 - Sci Rep
PY - 2026
DA - 2026/04/11
VL - 16
IS - 1
SP - 17032
SN - 2045-2322
PB - Nature Publishing Group
DO - 10.1038/s41598-026-46731-3
UR - https://doi.org/10.1038/s41598-026-46731-3
LA - en
ER -

CSL-JSON

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