Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Ayres, Paul, Lee, Joy Yeonjoo, Paas, Fred, van Merriënboer, Jeroen J. G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
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
_version_ 1784571931042775040
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
work_keys_str_mv AT ayrespaul thevalidityofphysiologicalmeasurestoidentifydifferencesinintrinsiccognitiveload
AT leejoyyeonjoo thevalidityofphysiologicalmeasurestoidentifydifferencesinintrinsiccognitiveload
AT paasfred thevalidityofphysiologicalmeasurestoidentifydifferencesinintrinsiccognitiveload
AT vanmerrienboerjeroenjg thevalidityofphysiologicalmeasurestoidentifydifferencesinintrinsiccognitiveload
AT ayrespaul validityofphysiologicalmeasurestoidentifydifferencesinintrinsiccognitiveload
AT leejoyyeonjoo validityofphysiologicalmeasurestoidentifydifferencesinintrinsiccognitiveload
AT paasfred validityofphysiologicalmeasurestoidentifydifferencesinintrinsiccognitiveload
AT vanmerrienboerjeroenjg validityofphysiologicalmeasurestoidentifydifferencesinintrinsiccognitiveload