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Physiological Parameter Response to Variation of Mental Workload

OBJECTIVE: To examine the relationship between experienced mental workload and physiological response by noninvasive monitoring of physiological parameters. BACKGROUND: Previous studies have examined how individual physiological measures respond to changes in mental demand and subjective reports of...

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Autores principales: Marinescu, Adrian Cornelius, Sharples, Sarah, Ritchie, Alastair Campbell, Sánchez López, Tomas, McDowell, Michael, Morvan, Hervé P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5777546/
https://www.ncbi.nlm.nih.gov/pubmed/28965433
http://dx.doi.org/10.1177/0018720817733101
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author Marinescu, Adrian Cornelius
Sharples, Sarah
Ritchie, Alastair Campbell
Sánchez López, Tomas
McDowell, Michael
Morvan, Hervé P.
author_facet Marinescu, Adrian Cornelius
Sharples, Sarah
Ritchie, Alastair Campbell
Sánchez López, Tomas
McDowell, Michael
Morvan, Hervé P.
author_sort Marinescu, Adrian Cornelius
collection PubMed
description OBJECTIVE: To examine the relationship between experienced mental workload and physiological response by noninvasive monitoring of physiological parameters. BACKGROUND: Previous studies have examined how individual physiological measures respond to changes in mental demand and subjective reports of workload. This study explores the response of multiple physiological parameters and quantifies their added value when estimating the level of demand. METHOD: The study presented was conducted in laboratory conditions and required participants to perform a visual-motor task that imposed varying levels of demand. The data collected consisted of physiological measurements (heart interbeat intervals, breathing rate, pupil diameter, facial thermography), subjective ratings of workload (Instantaneous Self-Assessment Workload Scale [ISA] and NASA-Task Load Index), and the performance. RESULTS: Facial thermography and pupil diameter were demonstrated to be good candidates for noninvasive workload measurements: For seven out of 10 participants, pupil diameter showed a strong correlation (R values between .61 and .79 at a significance value of .01) with mean ISA normalized values. Facial thermography measures added on average 47.7% to the amount of variability in task performance explained by a regression model. As with the ISA ratings, the relationship between the physiological measures and performance showed strong interparticipant differences, with some individuals demonstrating a much stronger relationship between workload and performance measures than others. CONCLUSION: The results presented in this paper demonstrate that physiological and pupil diameter can be used for noninvasive real-time measurement of workload. APPLICATION: The methods presented in this article, with current technological capabilities, are better suited for workplaces where the person is seated, offering the possibility of being applied to pilots and air traffic controllers.
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spelling pubmed-57775462018-02-05 Physiological Parameter Response to Variation of Mental Workload Marinescu, Adrian Cornelius Sharples, Sarah Ritchie, Alastair Campbell Sánchez López, Tomas McDowell, Michael Morvan, Hervé P. Hum Factors Aviation And Aerospace OBJECTIVE: To examine the relationship between experienced mental workload and physiological response by noninvasive monitoring of physiological parameters. BACKGROUND: Previous studies have examined how individual physiological measures respond to changes in mental demand and subjective reports of workload. This study explores the response of multiple physiological parameters and quantifies their added value when estimating the level of demand. METHOD: The study presented was conducted in laboratory conditions and required participants to perform a visual-motor task that imposed varying levels of demand. The data collected consisted of physiological measurements (heart interbeat intervals, breathing rate, pupil diameter, facial thermography), subjective ratings of workload (Instantaneous Self-Assessment Workload Scale [ISA] and NASA-Task Load Index), and the performance. RESULTS: Facial thermography and pupil diameter were demonstrated to be good candidates for noninvasive workload measurements: For seven out of 10 participants, pupil diameter showed a strong correlation (R values between .61 and .79 at a significance value of .01) with mean ISA normalized values. Facial thermography measures added on average 47.7% to the amount of variability in task performance explained by a regression model. As with the ISA ratings, the relationship between the physiological measures and performance showed strong interparticipant differences, with some individuals demonstrating a much stronger relationship between workload and performance measures than others. CONCLUSION: The results presented in this paper demonstrate that physiological and pupil diameter can be used for noninvasive real-time measurement of workload. APPLICATION: The methods presented in this article, with current technological capabilities, are better suited for workplaces where the person is seated, offering the possibility of being applied to pilots and air traffic controllers. SAGE Publications 2017-09-30 2018-02 /pmc/articles/PMC5777546/ /pubmed/28965433 http://dx.doi.org/10.1177/0018720817733101 Text en © 2017, Human Factors and Ergonomics Society http://www.creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Aviation And Aerospace
Marinescu, Adrian Cornelius
Sharples, Sarah
Ritchie, Alastair Campbell
Sánchez López, Tomas
McDowell, Michael
Morvan, Hervé P.
Physiological Parameter Response to Variation of Mental Workload
title Physiological Parameter Response to Variation of Mental Workload
title_full Physiological Parameter Response to Variation of Mental Workload
title_fullStr Physiological Parameter Response to Variation of Mental Workload
title_full_unstemmed Physiological Parameter Response to Variation of Mental Workload
title_short Physiological Parameter Response to Variation of Mental Workload
title_sort physiological parameter response to variation of mental workload
topic Aviation And Aerospace
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5777546/
https://www.ncbi.nlm.nih.gov/pubmed/28965433
http://dx.doi.org/10.1177/0018720817733101
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