Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1784873448680456192 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9855736 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT androutsouthelma amultisensorsystemembeddedinacomputermouseforoccupationalstressdetection AT angelopoulosspyridon amultisensorsystemembeddedinacomputermouseforoccupationalstressdetection AT hristoforouevangelos amultisensorsystemembeddedinacomputermouseforoccupationalstressdetection AT matsopoulosgeorgek amultisensorsystemembeddedinacomputermouseforoccupationalstressdetection AT koutsourisdimitriosd amultisensorsystemembeddedinacomputermouseforoccupationalstressdetection AT androutsouthelma multisensorsystemembeddedinacomputermouseforoccupationalstressdetection AT angelopoulosspyridon multisensorsystemembeddedinacomputermouseforoccupationalstressdetection AT hristoforouevangelos multisensorsystemembeddedinacomputermouseforoccupationalstressdetection AT matsopoulosgeorgek multisensorsystemembeddedinacomputermouseforoccupationalstressdetection AT koutsourisdimitriosd multisensorsystemembeddedinacomputermouseforoccupationalstressdetection |