谈话代理提供的心理健康干预中的磨损:系统性审查和元分析
Ahmad Ishqi Jabir1,2, Xiaowen Lin1, Laura Martinengo1
1Lee Kong Chian School of Medicine, Nanyang Technological University Singapore, Singapore, Singapore.
Journal of medical Internet research
|February 27, 2024
概括
大约五分之一的参与者放弃了对话代理 (CA) 心理健康干预. 像混合设计与人类支持和症状跟踪等策略可以减少这些数字健康工具的消耗.
科学领域:
- 数字健康数字健康
- 心理健康干预 心理健康干预
- 交谈代理人 交谈代理人
背景情况:
- 交谈代理商 (CA) 提供可扩展的心理健康支持,但面临高消耗率.
- 确定影响消耗的因素对于提高CA干预效率至关重要.
- 本综述综合了CA提供的心理健康干预中消耗的证据.
研究的目的:
- 为了估计CA心理健康干预中的消耗率.
- 评估研究设计如何影响消耗.
- 为了确定能减轻CA干预中消耗的特征.
主要方法:
- 41个随机对照试验的系统审查和元分析.
- 搜索了多个数据库和灰色文献.
- 评估偏差风险,并使用随机效应模型进行元分析.
主要成果:
- 在CA干预组中,整体消耗率为21.84%.
- 短期研究 (≤8周) 的消耗率 (18.05%) 低于长期研究 (>8周,26.59%).
- 与独立的CA相关的更高的磨损,缺乏症状跟踪,没有视觉CA表示,以及等候名单控制.
结论:
- 未来的CA干预应考虑结合人类支持的混合设计.
- 实施症状跟踪和视觉CA元素可能会减少磨损.
- 建议将CA干预与主动对照进行比较,而不是等候名单对照.
关键词:
在这里,我们可以看到AIAIAI.人工智能的人工智能是人工智能.磨损 磨损 磨损 磨损 是一种聊天机器人 聊天机器人交谈代理人是一个对话代理人.数字健康干预措施的数字健康干预放弃 放弃 放弃 放弃移动健康 移动健康 移动健康 移动健康心理健康 心理健康这是一个元分析.手机电话 手机电话手机电话系统性审查 系统性审查更多相关视频
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