评估人工智能聊天机器人用于促进睡眠的可行性,可用性,可接受性和有效性:准实验性研究
1New York University, New York, NY, United States.
JMIR formative research
|February 3, 2026
概括
一个用于促进睡眠的AI聊天机器人显示出可行性和用户接受. 参与者经历了更好的睡眠时间,睡眠质量和更少的失眠,突出了AI在行为睡眠干预方面的潜力.
科学领域:
- 数字健康干预措施 数字健康干预措施
- 医疗保健中的人工智能
- 行为睡眠药物 行为睡眠药物
背景情况:
- 睡眠不足是美国重要的公共卫生问题.
- 传统的睡眠干预措施面临成本,可访问性和参与度等障碍.
- 人工智能 (AI) 为个性化睡眠支持提供了一种新的解决方案.
研究的目的:
- 评估人工智能驱动的睡眠聊天机器人的可行性,可用性和可接受性.
- 为了初步评估聊天机器人在促进成年人更好的睡眠方面的有效性.
主要方法:
- 这是一项准实验性的单组研究,涉及42名成年人 (18-75岁) 自报告睡眠不良.
- 参与者通过短信与人工智能聊天机器人进行了两周的互动,以获得个性化的睡眠指导.
- 使用干预前后问卷测量睡眠结果.
主要成果:
- 报告了高参与度和满意度,平均可用性得分为85.2/100.
- 在总睡眠时间,睡眠开始延迟和睡眠效率方面观察到显著改善.
- 参与者表现出提高睡眠质量,减少失眠的严重程度,减少白天的嗜睡.
结论:
- 人工智能睡眠聊天机器人是可行的,可用的,可接受的睡眠促进.
- 初步发现表明潜在的疗效,需要进一步研究RCT.
- 由大型语言模型驱动的AI聊天机器人显示出可扩展的睡眠健康干预措施的希望.
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