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The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load
A sample of 33 experiments was extracted from the Web-of-Science database over a 5-year period (2016–2020) that used physiological measures to measure intrinsic cognitive load. Only studies that required participants to solve tasks of varying complexities using a within-subjects design were included...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8461231/ https://www.ncbi.nlm.nih.gov/pubmed/34566780 http://dx.doi.org/10.3389/fpsyg.2021.702538 |
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author | Ayres, Paul Lee, Joy Yeonjoo Paas, Fred van Merriënboer, Jeroen J. G. |
author_facet | Ayres, Paul Lee, Joy Yeonjoo Paas, Fred van Merriënboer, Jeroen J. G. |
author_sort | Ayres, Paul |
collection | PubMed |
description | A sample of 33 experiments was extracted from the Web-of-Science database over a 5-year period (2016–2020) that used physiological measures to measure intrinsic cognitive load. Only studies that required participants to solve tasks of varying complexities using a within-subjects design were included. The sample identified a number of different physiological measures obtained by recording signals from four main body categories (heart and lungs, eyes, skin, and brain), as well as subjective measures. The overall validity of the measures was assessed by examining construct validity and sensitivity. It was found that the vast majority of physiological measures had some level of validity, but varied considerably in sensitivity to detect subtle changes in intrinsic cognitive load. Validity was also influenced by the type of task. Eye-measures were found to be the most sensitive followed by the heart and lungs, skin, and brain. However, subjective measures had the highest levels of validity. It is concluded that a combination of physiological and subjective measures is most effective in detecting changes in intrinsic cognitive load. |
format | Online Article Text |
id | pubmed-8461231 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84612312021-09-25 The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load Ayres, Paul Lee, Joy Yeonjoo Paas, Fred van Merriënboer, Jeroen J. G. Front Psychol Psychology A sample of 33 experiments was extracted from the Web-of-Science database over a 5-year period (2016–2020) that used physiological measures to measure intrinsic cognitive load. Only studies that required participants to solve tasks of varying complexities using a within-subjects design were included. The sample identified a number of different physiological measures obtained by recording signals from four main body categories (heart and lungs, eyes, skin, and brain), as well as subjective measures. The overall validity of the measures was assessed by examining construct validity and sensitivity. It was found that the vast majority of physiological measures had some level of validity, but varied considerably in sensitivity to detect subtle changes in intrinsic cognitive load. Validity was also influenced by the type of task. Eye-measures were found to be the most sensitive followed by the heart and lungs, skin, and brain. However, subjective measures had the highest levels of validity. It is concluded that a combination of physiological and subjective measures is most effective in detecting changes in intrinsic cognitive load. Frontiers Media S.A. 2021-09-10 /pmc/articles/PMC8461231/ /pubmed/34566780 http://dx.doi.org/10.3389/fpsyg.2021.702538 Text en Copyright © 2021 Ayres, Lee, Paas and van Merriënboer. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Ayres, Paul Lee, Joy Yeonjoo Paas, Fred van Merriënboer, Jeroen J. G. The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load |
title | The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load |
title_full | The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load |
title_fullStr | The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load |
title_full_unstemmed | The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load |
title_short | The Validity of Physiological Measures to Identify Differences in Intrinsic Cognitive Load |
title_sort | validity of physiological measures to identify differences in intrinsic cognitive load |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8461231/ https://www.ncbi.nlm.nih.gov/pubmed/34566780 http://dx.doi.org/10.3389/fpsyg.2021.702538 |
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