失眠症状的用户自选样本中的失眠管理的虚拟代理应用程序中学的决定因素:纵向研究
María Montserrat Sanchez Ortuño1,2, Florian Pecune2, Julien Coelho2
1Departamento de Enfermería, Universidad de Murcia, Murcia, 30120, Spain.
JMIR mental health
|January 16, 2025
概括
对失眠的完全自动化数字干预有希望,但早期学是一个挑战. 年龄较小,睡眠较差和抑郁症症状预测退学,而VA的可信度可以提高参与度.
科学领域:
- 数字健康干预措施 数字健康干预措施
- 心理健康技术 心理健康技术
- 行为科学是一种行为科学.
背景情况:
- 通过智能手机应用程序进行完全自动化的数字干预对心理健康是有效的.
- 这些干预措施提供了低成本的可访问性,可能减少健康差距.
- 早期用户退出仍然是它们广泛实施的重大障碍.
研究的目的:
- 识别导致虚拟代理 (VA) 失眠干预 (KANOPEE) 用户早期退学的因素.
- 分析影响参与度的社会人口统计学,临床和用户感知变量.
主要方法:
- 在KANOPEE应用程序的9657名用户的数据上进行了多变量后勤回归分析.
- 研究人员检查了早期退学的预测因素,包括年龄,教育,睡眠质量,抑郁症症状和用户对VA的看法.
- 早期学被定义为在初始查后不返回应用程序.
主要成果:
- 年龄较小,教育程度较低,睡眠效率较差,夜间醒觉较多,抑郁症症状严重程度较高,都与脱学率的增加有关.
- 相反,对虚拟代理商的更高的善意和可信度与减少学率有关.
- 在9657名用户中,44.5% (4295) 提前退出.
结论:
- 抑郁症症状是脱学的一个关键因素,类似于对失眠的传统认知行为疗法.
- 解决抑郁症和提高虚拟代理人的可信度对于改善参与数字失眠计划至关重要.
- 虚拟代理的信誉可以积极影响用户参与和保留数字心理健康干预措施.
关键词:
这是CBT CBT.认知行为疗法是一种认知行为疗法.数字行为疗法是数字行为疗法.数字干预是指数字干预.放弃 放弃 放弃 放弃实施实施实施实施实施.失眠是因为失眠.心理健康 心理健康移动健康的移动健康智能手机的智能手机智能手机的智能手机.用户用户用户用户用户.虚拟代理人是一个虚拟代理人.基于应用程序的虚拟代理.更多相关视频
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