心理压力与城市白领工人REM/NREM睡眠之间的关联:使用生态瞬间评估和Fitbit数据的多层次分析
Katsuomi Yoshida1,2,3, Thomas Svensson1,2,4, Ung-Il Chung1,2,5
1Precision Health, Department of Bioengineering, Graduate School of Engineering, The University of Tokyo, Tokyo, Japan.
Chronobiology international
|February 24, 2026
概括
根据可穿戴设备数据,日常心理压力对睡眠阶段产生积极影响,包括REM和NREM睡眠. 这些设备的个人层面的洞察力对于个性化的睡眠健康策略至关重要.
科学领域:
- 睡眠科学 睡眠科学
- 职业健康 职业健康 职业健康 职业健康
- 数字健康数字健康
背景情况:
- 心理压力和睡眠质量之间的联系对心理健康至关重要.
- 来自可穿戴设备的客观睡眠数据在研究中比主观自我报告提供了优势.
- 了解压力对睡眠阶段的影响对于有针对性的干预至关重要.
研究的目的:
- 调查日常心理压力与客观测量的睡眠阶段 (REM和NREM) 之间的联系.
- 用可穿戴设备的数据在自然条件下分析这种关系.
主要方法:
- 一项90天随机对照试验的二次分析,涉及有代谢综合征风险的全职工人.
- 使用Fitbit Versa进行客观的睡眠数据和智能手机应用程序进行日常压力调查问卷.
- 采用混合效应的多级回归模型来分析压力和睡眠阶段的持续时间.
主要成果:
- 个体内心理压力与REM睡眠时间有显著的积极关联 (β:4.7).
- 心理压力也与NREM睡眠所花费的时间有关 (β:17.8).
- 在调整后的模型中,结果显著,突出了日常压力和睡眠架构之间的联系.
结论:
- 每日,个人层面的心理压力与REM和NREM睡眠阶段的时间增加有关.
- 可穿戴设备为了解压力睡眠动态提供了有价值的客观数据.
- 需要进一步的研究来开发针对压力管理和睡眠改善的个性化干预措施.
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