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情绪认知系统检测到的幸福感与信息技术产品和服务贸易公司的倦怠有关。

Happiness Detected by the Emotion Cognition System Is Associated with Burnout in an Information Technology Products and Services Trading Company.

机构信息

Faculty of Human Sciences, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan.

R & D Center for Working Persons' Psychological Support, University of Tsukuba, 3-29-1 Otsuka, Bunkyo-ku, Tokyo 1120012, Japan.

出版信息

Int J Environ Res Public Health. 2023 Jan 26;20(3):2212. doi: 10.3390/ijerph20032212.

Abstract

(1) Background: Although many previous studies have found an association between burnout and emotions, none have examined the association between emotions detected by an emotion cognition system and burnout. The purpose of this study is to examine the relationship between the emotions detected by the emotion cognition system and burnout among workers. We hypothesized that burnout survivors are less likely to express their emotions as facial expressions. (2) Methods: One hundred and forty-one workers at an Information Technology (IT) products and services trading company were asked to take facial images for three months when they started and left work and responded to a burnout questionnaire once a month. Microsoft Azure was used to detect their emotions. (3) Results: Hierarchical multiple regression analyses revealed that happiness in Period 1 was significantly and negatively associated with burnout at Time 2. This association was also observed after the various covariates were included. However, burnout at Time 3 was not significantly related to any emotions in Period 1. (4) Conclusions: Happiness, as detected by the emotion cognition system, was associated with burnout immediately afterward.

摘要

(1) 背景:尽管许多先前的研究发现倦怠与情绪之间存在关联,但没有研究探讨情绪认知系统检测到的情绪与倦怠之间的关系。本研究旨在检验情绪认知系统检测到的情绪与工人倦怠之间的关系。我们假设,倦怠幸存者不太可能通过面部表情表达自己的情绪。 (2) 方法:一家信息技术(IT)产品和服务贸易公司的 141 名员工被要求在开始和离开工作时拍摄面部图像三个月,并每月对一份倦怠问卷做出回应。微软 Azure 被用于检测他们的情绪。 (3) 结果:层次多重回归分析表明,第 1 期的幸福感与第 2 期的倦怠显著负相关。在纳入各种协变量后,也观察到了这种关联。然而,第 3 期的倦怠与第 1 期的任何情绪都没有显著相关。 (4) 结论:情绪认知系统检测到的幸福感与随后的倦怠直接相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c459/9915531/9f4ec78ef69a/ijerph-20-02212-g001.jpg

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