在使用移动人工智能驱动的接受承诺治疗工具时青少年的幸福感:来自长度研究的证据
Dana Vertsberger1,2, Navot Naor2, Mirène Winsberg1
1Stanford University, Stanford, CA, United States.
JMIR AI
|June 14, 2024
概括
通过使用智能手机聊天机器人改善青少年心理健康,提供接受承诺治疗. 这项研究表明,Kai.ai随着时间的推移显著提高了青少年的幸福感.
科学领域:
- 数字心理健康干预措施.
- 青少年心理学和福祉.
背景情况:
- 青春期是应对心理健康挑战的关键时期.
- 基于智能手机的对话代理提供可扩展的心理支持.
- 这些药物可能会增强心理健康.
研究的目的:
- 评估Kai.ai,一个自动化的对话代理,用于向青少年提供接受承诺疗法 (ACT).
- 评估Kai.ai对青少年幸福感的影响.
主要方法:
- 10,387名青少年 (14-18岁) 通过消息应用程序使用Kai.ai聊天机器人.
- 幸福感被测量了2-5次,使用WHO-5幸福感指数.
- 潜增长曲线建模分析了幸福感的变化.
主要成果:
- 用户使用Kai.ai的时间平均为45天.
- 最初的幸福感得分很低,表明幸福感下降.
- 随着时间的推移,幸福感显著增加,达到临床上可接受的水平.
结论:
- 移动对话代理可以有效地提供ACT干预.
- Kai.ai展示了参与和改善青少年心理健康的潜力.
- 数字工具在支持青少年心理健康方面表现有前途.
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