用识别青春期早期抑郁症聊天机器人 (IDEABot) 评估情绪:开发和实施研究
Anna Viduani1,2, Victor Cosenza3, Helen L Fisher4,5
1Department of Psychiatry, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil.
JMIR human factors
|August 7, 2023
概括
一个WhatsApp聊天机器人IDEABot有效地使用智能手机收集青少年情绪数据. 该工具显示了高参与度和合规性,为心理健康监测提供了可扩展的方法.
科学领域:
- 数字心理健康数字心理健康
- 青少年心理学 青少年心理学
- 生态瞬间评价 生态瞬间评价
背景情况:
- 传统的心理健康评估仅限于临床环境.
- 智能手机提供了通过聊天机器人等应用程序进行生态情绪评估的机会.
研究的目的:
- 开发和实施识别青春期早期抑郁症的聊天机器人 (IDEABot).
- 从使用WhatsApp的青少年收集密集的纵向情绪数据.
主要方法:
- IDEABot是与使用WhatsApp功能的青少年共同开发的.
- 它支持文本/音频响应,问卷和非提示性交互.
- 在IDEA-RiSCo队列研究中进行了测试和实施.
主要成果:
- 青少年发现IDEABot很有趣,并为其最终设计做出了贡献.
- 观察到高接受率 (80.7%-92.4%),低消耗率 (<1%) 和良好的合规性 (76%-91%).
- 该工具用于第二年和第三年后续调查的数据收集.
结论:
- IDEABot是一个节,可扩展的基于WhatsApp的工具,用于收集情绪数据.
- 它重新利用现有技术来减少参与者的负担.
- 它增强了对青少年情绪波动和发展的理解.
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