与压力和抑郁相关的皮肤电活动和皮肤温度特征:一项为期4周的办公室工作人员观察研究

Q3 Psychology
Yuki Ishikawa , Tatsuki Sugio , Kiko Shiga , Keisuke Izumi , Kazumichi Minato , Momoko Kitazawa , Sayaka Hanashiro , Ryo Takemura , Hiroyuki Uchida , Taishiro Kishimoto
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引用次数: 0

摘要

心理健康问题,特别是抑郁症,严重影响工作年龄人口,并造成巨大的社会经济成本。通过可穿戴设备测量的皮肤电活动(EDA)和皮肤温度已成为抑郁症的潜在生物标志物。然而,在现实环境中缺乏长期观察性研究。方法:这项为期4周的观察性研究分析了日本11家公司147名上班族的数据。参与者在四周的工作时间内佩戴可穿戴设备来收集EDA和皮肤温度数据。抑郁症状采用患者健康问卷-9 (PHQ-9)进行评估,压力采用10项感知压力量表(PSS-10)进行评估。使用Mann-Whitney U检验和logistic回归分析分析皮肤电活动、皮肤温度和抑郁/应激状态之间的关系。结果PHQ-9评分≥5的受试者皮肤中位电导和中位强直信号较高,但经Bonferroni校正后差异无统计学意义。Logistic回归分析显示,年龄与PHQ-9、PSS-10评分呈负相关(OR=0.525、0.646)。皮肤温度的平均值和标准差与抑郁症状呈正相关(OR=1.687, 1.733),标准化EDASymp呈负相关(OR=0.564)。结论:本研究表明,EDA和可穿戴设备测量的皮肤温度可能与办公室工作人员的抑郁症状有关。这些生理指标可用于工作场所的心理健康监测和早期干预。更大样本的进一步验证和长期随访研究是有必要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Electrodermal activity and skin temperature characteristics related to stress and depression: A 4-week observational study of office workers

Background

Mental health problems, particularly depression, significantly impact the working-age population and incur substantial socioeconomic costs. Electrodermal activity (EDA) and skin temperature, measurable through wearable devices, have emerged as potential biomarkers of depression. However, there is a lack of long-term observational studies in real-world settings.

Methods

This 4-week observational study analyzed data from 147 office workers across 11 Japanese companies. Participants wore wearable devices during working hours for four weeks to collect EDA and skin temperature data. Depressive symptoms were assessed using the Patient Health Questionnaire-9 (PHQ-9), and stress was assessed using the 10-item version of the Perceived Stress Scale (PSS-10). The associations between electrodermal activity, skin temperature, and depressive/stress states were analyzed using the Mann–Whitney U test and logistic regression analysis.

Results

Participants with PHQ-9 scores ≥5 showed higher median skin conductance and median tonic signal, although these differences lost statistical significance after Bonferroni correction. Logistic regression analysis revealed a negative correlation between age and both PHQ-9 and PSS-10 scores (OR=0.525, 0.646). The mean and standard deviation of skin temperature showed a positive association with depressive symptoms (OR=1.687, 1.733), while normalized EDASymp showed a negative association (OR=0.564).

Conclusions

This study suggests that EDA and skin temperature, measured by wearable devices, may be associated with depressive symptoms among office workers. These physiological indicators could be utilized for mental health monitoring and early intervention in the workplace. Further validation with larger samples, and long-term follow-up studies, are warranted.
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来源期刊
Journal of Affective Disorders Reports
Journal of Affective Disorders Reports Psychology-Clinical Psychology
CiteScore
3.80
自引率
0.00%
发文量
137
审稿时长
134 days
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