被动收集数据与PTSD之间的关系:系统审查和元分析
Ningzhe Zhu1, Anjali Sarawgi2, Markus Bühner2,3
1Department of Psychology, LMU, Munich, Germany. ningzhe.zhu@lmu.de.
NPJ digital medicine
|July 5, 2025
概括
移动传感显示出评估创伤后应激障碍 (PTSD) 的潜力. 睡眠障碍和活动水平等特定特征与PTSD症状相关,但需要更多的研究来临床使用.
科学领域:
- 心理健康 心理健康
- 数字健康数字健康
- 生物医学工程 生物医学工程
背景情况:
- 创伤后应激障碍 (PTSD) 是一种普遍存在的心理健康状况.
- 需要客观和不引人注目的评估方法来监测PTSD症状.
研究的目的:
- 系统地审查和元分析移动传感特征与PTSD症状之间的关联.
- 识别与PTSD严重程度相关的特定移动传感数据.
主要方法:
- 从精神卫生保健中的移动传感研究数据库 (DAMOS) 中对研究的系统审查和元分析.
- 纳入标准要求移动传感数据和经过验证的PTSD症状评估之间的相关性.
- 分析了17项涉及1847名参与者的研究.
主要成果:
- 只有睡眠开始后醒来 (r=0.14) 和身体活动的相对幅度 (r=-0.10) 显著与PTSD症状相关.
- 在各种PTSD测量,人口,人口统计和感知持续时间方面,研究结果一致.
- 移动传感为PTSD提供客观和生态有效的见解.
结论:
- 移动传感功能对PTSD评估非常有希望.
- 需要进行确认性研究,以优化基于传感器的评估,以便在临床实施.
- 需要进一步的研究来验证这些发现在不同的人群中.
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