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Human Mental Workload: A Survey and a Novel Inclusive Definition

Human mental workload is arguably the most invoked multidimensional construct in Human Factors and Ergonomics, getting momentum also in Neuroscience and Neuroergonomics. Uncertainties exist in its characterization, motivating the design and development of computational models, thus recently and acti...

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Autores principales: Longo, Luca, Wickens, Christopher D., Hancock, Gabriella, Hancock, P. A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9201728/
https://www.ncbi.nlm.nih.gov/pubmed/35719509
http://dx.doi.org/10.3389/fpsyg.2022.883321
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author Longo, Luca
Wickens, Christopher D.
Hancock, Gabriella
Hancock, P. A.
author_facet Longo, Luca
Wickens, Christopher D.
Hancock, Gabriella
Hancock, P. A.
author_sort Longo, Luca
collection PubMed
description Human mental workload is arguably the most invoked multidimensional construct in Human Factors and Ergonomics, getting momentum also in Neuroscience and Neuroergonomics. Uncertainties exist in its characterization, motivating the design and development of computational models, thus recently and actively receiving support from the discipline of Computer Science. However, its role in human performance prediction is assured. This work is aimed at providing a synthesis of the current state of the art in human mental workload assessment through considerations, definitions, measurement techniques as well as applications, Findings suggest that, despite an increasing number of associated research works, a single, reliable and generally applicable framework for mental workload research does not yet appear fully established. One reason for this gap is the existence of a wide swath of operational definitions, built upon different theoretical assumptions which are rarely examined collectively. A second reason is that the three main classes of measures, which are self-report, task performance, and physiological indices, have been used in isolation or in pairs, but more rarely in conjunction all together. Multiple definitions complement each another and we propose a novel inclusive definition of mental workload to support the next generation of empirical-based research. Similarly, by comprehensively employing physiological, task-performance, and self-report measures, more robust assessments of mental workload can be achieved.
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spelling pubmed-92017282022-06-17 Human Mental Workload: A Survey and a Novel Inclusive Definition Longo, Luca Wickens, Christopher D. Hancock, Gabriella Hancock, P. A. Front Psychol Psychology Human mental workload is arguably the most invoked multidimensional construct in Human Factors and Ergonomics, getting momentum also in Neuroscience and Neuroergonomics. Uncertainties exist in its characterization, motivating the design and development of computational models, thus recently and actively receiving support from the discipline of Computer Science. However, its role in human performance prediction is assured. This work is aimed at providing a synthesis of the current state of the art in human mental workload assessment through considerations, definitions, measurement techniques as well as applications, Findings suggest that, despite an increasing number of associated research works, a single, reliable and generally applicable framework for mental workload research does not yet appear fully established. One reason for this gap is the existence of a wide swath of operational definitions, built upon different theoretical assumptions which are rarely examined collectively. A second reason is that the three main classes of measures, which are self-report, task performance, and physiological indices, have been used in isolation or in pairs, but more rarely in conjunction all together. Multiple definitions complement each another and we propose a novel inclusive definition of mental workload to support the next generation of empirical-based research. Similarly, by comprehensively employing physiological, task-performance, and self-report measures, more robust assessments of mental workload can be achieved. Frontiers Media S.A. 2022-06-02 /pmc/articles/PMC9201728/ /pubmed/35719509 http://dx.doi.org/10.3389/fpsyg.2022.883321 Text en Copyright © 2022 Longo, Wickens, Hancock and Hancock. 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
Longo, Luca
Wickens, Christopher D.
Hancock, Gabriella
Hancock, P. A.
Human Mental Workload: A Survey and a Novel Inclusive Definition
title Human Mental Workload: A Survey and a Novel Inclusive Definition
title_full Human Mental Workload: A Survey and a Novel Inclusive Definition
title_fullStr Human Mental Workload: A Survey and a Novel Inclusive Definition
title_full_unstemmed Human Mental Workload: A Survey and a Novel Inclusive Definition
title_short Human Mental Workload: A Survey and a Novel Inclusive Definition
title_sort human mental workload: a survey and a novel inclusive definition
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9201728/
https://www.ncbi.nlm.nih.gov/pubmed/35719509
http://dx.doi.org/10.3389/fpsyg.2022.883321
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