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A Current View on Dual-Task Paradigms and Their Limitations to Capture Cognitive Load

Dual-task paradigms encompass a broad range of approaches to measure cognitive load in instructional settings. As a common characteristic, an additional task is implemented alongside a learning task to capture the individual’s unengaged cognitive capacities during the learning process. Measures to d...

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Autor principal: Esmaeili Bijarsari, Shirin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8173029/
https://www.ncbi.nlm.nih.gov/pubmed/34093335
http://dx.doi.org/10.3389/fpsyg.2021.648586
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author Esmaeili Bijarsari, Shirin
author_facet Esmaeili Bijarsari, Shirin
author_sort Esmaeili Bijarsari, Shirin
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description Dual-task paradigms encompass a broad range of approaches to measure cognitive load in instructional settings. As a common characteristic, an additional task is implemented alongside a learning task to capture the individual’s unengaged cognitive capacities during the learning process. Measures to determine these capacities are, for instance, reaction times and interval errors on the additional task, while the performance on the learning task is to be maintained. Opposite to retrospectively applied subjective ratings, the continuous assessment within a dual-task paradigm allows to simultaneously monitor changes in the performance related to previously defined tasks. Following the Cognitive Load Theory, these changes in performance correspond to cognitive changes related to the establishment of permanently existing knowledge structures. Yet the current state of research indicates a clear lack of standardization of dual-task paradigms over study settings and task procedures. Typically, dual-task designs are adapted uniquely for each study, albeit with some similarities across different settings and task procedures. These similarities range from the type of modality to the frequency used for the additional task. This results in a lack of validity and comparability between studies due to arbitrarily chosen patterns of frequency without a sound scientific base, potentially confounding variables, or undecided adaptation potentials for future studies. In this paper, the lack of validity and comparability between dual-task settings will be presented, the current taxonomies compared and the future steps for a better standardization and implementation discussed.
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spelling pubmed-81730292021-06-04 A Current View on Dual-Task Paradigms and Their Limitations to Capture Cognitive Load Esmaeili Bijarsari, Shirin Front Psychol Psychology Dual-task paradigms encompass a broad range of approaches to measure cognitive load in instructional settings. As a common characteristic, an additional task is implemented alongside a learning task to capture the individual’s unengaged cognitive capacities during the learning process. Measures to determine these capacities are, for instance, reaction times and interval errors on the additional task, while the performance on the learning task is to be maintained. Opposite to retrospectively applied subjective ratings, the continuous assessment within a dual-task paradigm allows to simultaneously monitor changes in the performance related to previously defined tasks. Following the Cognitive Load Theory, these changes in performance correspond to cognitive changes related to the establishment of permanently existing knowledge structures. Yet the current state of research indicates a clear lack of standardization of dual-task paradigms over study settings and task procedures. Typically, dual-task designs are adapted uniquely for each study, albeit with some similarities across different settings and task procedures. These similarities range from the type of modality to the frequency used for the additional task. This results in a lack of validity and comparability between studies due to arbitrarily chosen patterns of frequency without a sound scientific base, potentially confounding variables, or undecided adaptation potentials for future studies. In this paper, the lack of validity and comparability between dual-task settings will be presented, the current taxonomies compared and the future steps for a better standardization and implementation discussed. Frontiers Media S.A. 2021-05-20 /pmc/articles/PMC8173029/ /pubmed/34093335 http://dx.doi.org/10.3389/fpsyg.2021.648586 Text en Copyright © 2021 Esmaeili Bijarsari. 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
Esmaeili Bijarsari, Shirin
A Current View on Dual-Task Paradigms and Their Limitations to Capture Cognitive Load
title A Current View on Dual-Task Paradigms and Their Limitations to Capture Cognitive Load
title_full A Current View on Dual-Task Paradigms and Their Limitations to Capture Cognitive Load
title_fullStr A Current View on Dual-Task Paradigms and Their Limitations to Capture Cognitive Load
title_full_unstemmed A Current View on Dual-Task Paradigms and Their Limitations to Capture Cognitive Load
title_short A Current View on Dual-Task Paradigms and Their Limitations to Capture Cognitive Load
title_sort current view on dual-task paradigms and their limitations to capture cognitive load
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8173029/
https://www.ncbi.nlm.nih.gov/pubmed/34093335
http://dx.doi.org/10.3389/fpsyg.2021.648586
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