Estimating Group Stress Level by Measuring Body Motion.
body motion
duration distribution
group stress level
organizational management
wearable sensor
work satisfaction
Journal
Frontiers in psychology
ISSN: 1664-1078
Titre abrégé: Front Psychol
Pays: Switzerland
ID NLM: 101550902
Informations de publication
Date de publication:
2021
2021
Historique:
received:
28
11
2020
accepted:
10
03
2021
entrez:
19
4
2021
pubmed:
20
4
2021
medline:
20
4
2021
Statut:
epublish
Résumé
Understanding employee stress has become a key issue for top management for corporate growth and risk reduction. So far, annual employee satisfaction surveys (ESs) have been conducted to assess the soundness of an organization. However, since it is difficult to collect questionnaires quantitatively and continuously, there is a need for a practical method that can be used to frequently measure group stress levels with a small burden on employees. We propose such a method and evaluated four combinations of approaches, using activity/rest duration distributions from body motion data and generating estimation models on an individual/group basis. The optimal result was obtained when modeling was made on a group basis by using the activity duration distribution (
Identifiants
pubmed: 33868100
doi: 10.3389/fpsyg.2021.634722
pmc: PMC8047321
doi:
Types de publication
Journal Article
Langues
eng
Pagination
634722Informations de copyright
Copyright © 2021 Tsuji, Sato, Ara and Yano.
Déclaration de conflit d'intérêts
ST, NS, KA, and KY are employed by the company Hitachi, Ltd.
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