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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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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 |
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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 |
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