Cargando…
Seeing the Forrest through the trees: Oculomotor metrics are linked to heart rate
Fluctuations in a person’s arousal accompany mental states such as drowsiness, mental effort, or motivation, and have a profound effect on task performance. Here, we investigated the link between two central instances affected by arousal levels, heart rate and eye movements. In contrast to heart rat...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345484/ https://www.ncbi.nlm.nih.gov/pubmed/35917377 http://dx.doi.org/10.1371/journal.pone.0272349 |
_version_ | 1784761444080812032 |
---|---|
author | Hoogerbrugge, Alex J. Strauch, Christoph Oláh, Zoril A. Dalmaijer, Edwin S. Nijboer, Tanja C. W. Van der Stigchel, Stefan |
author_facet | Hoogerbrugge, Alex J. Strauch, Christoph Oláh, Zoril A. Dalmaijer, Edwin S. Nijboer, Tanja C. W. Van der Stigchel, Stefan |
author_sort | Hoogerbrugge, Alex J. |
collection | PubMed |
description | Fluctuations in a person’s arousal accompany mental states such as drowsiness, mental effort, or motivation, and have a profound effect on task performance. Here, we investigated the link between two central instances affected by arousal levels, heart rate and eye movements. In contrast to heart rate, eye movements can be inferred remotely and unobtrusively, and there is evidence that oculomotor metrics (i.e., fixations and saccades) are indicators for aspects of arousal going hand in hand with changes in mental effort, motivation, or task type. Gaze data and heart rate of 14 participants during film viewing were used in Random Forest models, the results of which show that blink rate and duration, and the movement aspect of oculomotor metrics (i.e., velocities and amplitudes) link to heart rate–more so than the amount or duration of fixations and saccades. We discuss that eye movements are not only linked to heart rate, but they may both be similarly influenced by the common underlying arousal system. These findings provide new pathways for the remote measurement of arousal, and its link to psychophysiological features. |
format | Online Article Text |
id | pubmed-9345484 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-93454842022-08-03 Seeing the Forrest through the trees: Oculomotor metrics are linked to heart rate Hoogerbrugge, Alex J. Strauch, Christoph Oláh, Zoril A. Dalmaijer, Edwin S. Nijboer, Tanja C. W. Van der Stigchel, Stefan PLoS One Research Article Fluctuations in a person’s arousal accompany mental states such as drowsiness, mental effort, or motivation, and have a profound effect on task performance. Here, we investigated the link between two central instances affected by arousal levels, heart rate and eye movements. In contrast to heart rate, eye movements can be inferred remotely and unobtrusively, and there is evidence that oculomotor metrics (i.e., fixations and saccades) are indicators for aspects of arousal going hand in hand with changes in mental effort, motivation, or task type. Gaze data and heart rate of 14 participants during film viewing were used in Random Forest models, the results of which show that blink rate and duration, and the movement aspect of oculomotor metrics (i.e., velocities and amplitudes) link to heart rate–more so than the amount or duration of fixations and saccades. We discuss that eye movements are not only linked to heart rate, but they may both be similarly influenced by the common underlying arousal system. These findings provide new pathways for the remote measurement of arousal, and its link to psychophysiological features. Public Library of Science 2022-08-02 /pmc/articles/PMC9345484/ /pubmed/35917377 http://dx.doi.org/10.1371/journal.pone.0272349 Text en © 2022 Hoogerbrugge et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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 Hoogerbrugge, Alex J. Strauch, Christoph Oláh, Zoril A. Dalmaijer, Edwin S. Nijboer, Tanja C. W. Van der Stigchel, Stefan Seeing the Forrest through the trees: Oculomotor metrics are linked to heart rate |
title | Seeing the Forrest through the trees: Oculomotor metrics are linked to heart rate |
title_full | Seeing the Forrest through the trees: Oculomotor metrics are linked to heart rate |
title_fullStr | Seeing the Forrest through the trees: Oculomotor metrics are linked to heart rate |
title_full_unstemmed | Seeing the Forrest through the trees: Oculomotor metrics are linked to heart rate |
title_short | Seeing the Forrest through the trees: Oculomotor metrics are linked to heart rate |
title_sort | seeing the forrest through the trees: oculomotor metrics are linked to heart rate |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345484/ https://www.ncbi.nlm.nih.gov/pubmed/35917377 http://dx.doi.org/10.1371/journal.pone.0272349 |
work_keys_str_mv | AT hoogerbruggealexj seeingtheforrestthroughthetreesoculomotormetricsarelinkedtoheartrate AT strauchchristoph seeingtheforrestthroughthetreesoculomotormetricsarelinkedtoheartrate AT olahzorila seeingtheforrestthroughthetreesoculomotormetricsarelinkedtoheartrate AT dalmaijeredwins seeingtheforrestthroughthetreesoculomotormetricsarelinkedtoheartrate AT nijboertanjacw seeingtheforrestthroughthetreesoculomotormetricsarelinkedtoheartrate AT vanderstigchelstefan seeingtheforrestthroughthetreesoculomotormetricsarelinkedtoheartrate |