Cargando…

Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze

Pupil diameter and microsaccades are captured by an eye tracker and compared for their suitability as indicators of cognitive load (as beset by task difficulty). Specifically, two metrics are tested in response to task difficulty: (1) the change in pupil diameter with respect to inter- or intra-tria...

Descripción completa

Detalles Bibliográficos
Autores principales: Krejtz, Krzysztof, Duchowski, Andrew T., Niedzielska, Anna, Biele, Cezary, Krejtz, Izabela
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6138399/
https://www.ncbi.nlm.nih.gov/pubmed/30216385
http://dx.doi.org/10.1371/journal.pone.0203629
_version_ 1783355339507236864
author Krejtz, Krzysztof
Duchowski, Andrew T.
Niedzielska, Anna
Biele, Cezary
Krejtz, Izabela
author_facet Krejtz, Krzysztof
Duchowski, Andrew T.
Niedzielska, Anna
Biele, Cezary
Krejtz, Izabela
author_sort Krejtz, Krzysztof
collection PubMed
description Pupil diameter and microsaccades are captured by an eye tracker and compared for their suitability as indicators of cognitive load (as beset by task difficulty). Specifically, two metrics are tested in response to task difficulty: (1) the change in pupil diameter with respect to inter- or intra-trial baseline, and (2) the rate and magnitude of microsaccades. Participants performed easy and difficult mental arithmetic tasks while fixating a central target. Inter-trial change in pupil diameter and microsaccade magnitude appear to adequately discriminate task difficulty, and hence cognitive load, if the implied causality can be assumed. This paper’s contribution corroborates previous work concerning microsaccade magnitude and extends this work by directly comparing microsaccade metrics to pupillometric measures. To our knowledge this is the first study to compare the reliability and sensitivity of task-evoked pupillary and microsaccadic measures of cognitive load.
format Online
Article
Text
id pubmed-6138399
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-61383992018-09-27 Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze Krejtz, Krzysztof Duchowski, Andrew T. Niedzielska, Anna Biele, Cezary Krejtz, Izabela PLoS One Research Article Pupil diameter and microsaccades are captured by an eye tracker and compared for their suitability as indicators of cognitive load (as beset by task difficulty). Specifically, two metrics are tested in response to task difficulty: (1) the change in pupil diameter with respect to inter- or intra-trial baseline, and (2) the rate and magnitude of microsaccades. Participants performed easy and difficult mental arithmetic tasks while fixating a central target. Inter-trial change in pupil diameter and microsaccade magnitude appear to adequately discriminate task difficulty, and hence cognitive load, if the implied causality can be assumed. This paper’s contribution corroborates previous work concerning microsaccade magnitude and extends this work by directly comparing microsaccade metrics to pupillometric measures. To our knowledge this is the first study to compare the reliability and sensitivity of task-evoked pupillary and microsaccadic measures of cognitive load. Public Library of Science 2018-09-14 /pmc/articles/PMC6138399/ /pubmed/30216385 http://dx.doi.org/10.1371/journal.pone.0203629 Text en © 2018 Krejtz et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Krejtz, Krzysztof
Duchowski, Andrew T.
Niedzielska, Anna
Biele, Cezary
Krejtz, Izabela
Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze
title Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze
title_full Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze
title_fullStr Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze
title_full_unstemmed Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze
title_short Eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze
title_sort eye tracking cognitive load using pupil diameter and microsaccades with fixed gaze
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6138399/
https://www.ncbi.nlm.nih.gov/pubmed/30216385
http://dx.doi.org/10.1371/journal.pone.0203629
work_keys_str_mv AT krejtzkrzysztof eyetrackingcognitiveloadusingpupildiameterandmicrosaccadeswithfixedgaze
AT duchowskiandrewt eyetrackingcognitiveloadusingpupildiameterandmicrosaccadeswithfixedgaze
AT niedzielskaanna eyetrackingcognitiveloadusingpupildiameterandmicrosaccadeswithfixedgaze
AT bielecezary eyetrackingcognitiveloadusingpupildiameterandmicrosaccadeswithfixedgaze
AT krejtzizabela eyetrackingcognitiveloadusingpupildiameterandmicrosaccadeswithfixedgaze