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A Multisensor System Embedded in a Computer Mouse for Occupational Stress Detection

Occupational stress is a major challenge in modern societies, related with many health and economic implications. Its automatic detection in an office environment can be a key factor toward effective management, especially in the post-COVID era of changing working norms. The aim of this study is the...

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Autores principales: Androutsou, Thelma, Angelopoulos, Spyridon, Hristoforou, Evangelos, Matsopoulos, George K., Koutsouris, Dimitrios D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9855736/
https://www.ncbi.nlm.nih.gov/pubmed/36671845
http://dx.doi.org/10.3390/bios13010010
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author Androutsou, Thelma
Angelopoulos, Spyridon
Hristoforou, Evangelos
Matsopoulos, George K.
Koutsouris, Dimitrios D.
author_facet Androutsou, Thelma
Angelopoulos, Spyridon
Hristoforou, Evangelos
Matsopoulos, George K.
Koutsouris, Dimitrios D.
author_sort Androutsou, Thelma
collection PubMed
description Occupational stress is a major challenge in modern societies, related with many health and economic implications. Its automatic detection in an office environment can be a key factor toward effective management, especially in the post-COVID era of changing working norms. The aim of this study is the design, development and validation of a multisensor system embedded in a computer mouse for the detection of office work stress. An experiment is described where photoplethysmography (PPG) and galvanic skin response (GSR) signals of 32 subjects were obtained during the execution of stress-inducing tasks that sought to simulate the stressors present in a computer-based office environment. Kalman and moving average filters were used to process the signals and appropriately formulated algorithms were applied to extract the features of pulse rate and skin conductance. The results found that the stressful periods of the experiment significantly increased the participants’ reported stress levels while negatively affecting their cognitive performance. Statistical analysis showed that, in most cases, there was a highly significant statistical difference in the physiological parameters measured during the different periods of the experiment, without and with the presence of stressors. These results indicate that the proposed device can be part of an unobtrusive system for monitoring and detecting the stress levels of office workers.
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spelling pubmed-98557362023-01-21 A Multisensor System Embedded in a Computer Mouse for Occupational Stress Detection Androutsou, Thelma Angelopoulos, Spyridon Hristoforou, Evangelos Matsopoulos, George K. Koutsouris, Dimitrios D. Biosensors (Basel) Article Occupational stress is a major challenge in modern societies, related with many health and economic implications. Its automatic detection in an office environment can be a key factor toward effective management, especially in the post-COVID era of changing working norms. The aim of this study is the design, development and validation of a multisensor system embedded in a computer mouse for the detection of office work stress. An experiment is described where photoplethysmography (PPG) and galvanic skin response (GSR) signals of 32 subjects were obtained during the execution of stress-inducing tasks that sought to simulate the stressors present in a computer-based office environment. Kalman and moving average filters were used to process the signals and appropriately formulated algorithms were applied to extract the features of pulse rate and skin conductance. The results found that the stressful periods of the experiment significantly increased the participants’ reported stress levels while negatively affecting their cognitive performance. Statistical analysis showed that, in most cases, there was a highly significant statistical difference in the physiological parameters measured during the different periods of the experiment, without and with the presence of stressors. These results indicate that the proposed device can be part of an unobtrusive system for monitoring and detecting the stress levels of office workers. MDPI 2022-12-22 /pmc/articles/PMC9855736/ /pubmed/36671845 http://dx.doi.org/10.3390/bios13010010 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Androutsou, Thelma
Angelopoulos, Spyridon
Hristoforou, Evangelos
Matsopoulos, George K.
Koutsouris, Dimitrios D.
A Multisensor System Embedded in a Computer Mouse for Occupational Stress Detection
title A Multisensor System Embedded in a Computer Mouse for Occupational Stress Detection
title_full A Multisensor System Embedded in a Computer Mouse for Occupational Stress Detection
title_fullStr A Multisensor System Embedded in a Computer Mouse for Occupational Stress Detection
title_full_unstemmed A Multisensor System Embedded in a Computer Mouse for Occupational Stress Detection
title_short A Multisensor System Embedded in a Computer Mouse for Occupational Stress Detection
title_sort multisensor system embedded in a computer mouse for occupational stress detection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9855736/
https://www.ncbi.nlm.nih.gov/pubmed/36671845
http://dx.doi.org/10.3390/bios13010010
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