聊天机器人干预措施降低护理人员负担的有效性:系统审查和元分析协议
Ravi Shankar1, Anjali Bundele1, Amartya Mukhopadhyay2
1Research and Innovation, Medical Affairs, Alexandra Hospital, Singapore, Singapore.
MethodsX
|April 9, 2025
概括
这次系统审查将评估人工智能聊天机器人如何减少非正式照顾者的负担. 证据将指导为护理人员开发聊天机器人支持服务.
科学领域:
- 数字健康数字健康
- 人工智能的人工智能
- 护理人员支持护理人员支持
背景情况:
- 非正式的护理人员经历了相当大的主观负担.
- 由人工智能驱动的聊天机器人为护理人员的支持提供了一个可扩展的解决方案.
研究的目的:
- 系统地审查和元分析人工智能聊天机器人在减轻护理人员负担方面的有效性.
- 评估这些干预措施对护理人员心理健康和生活质量的影响.
主要方法:
- 在8个电子数据库和灰色文献 (2010-2024) 中进行系统搜索.
- 包括随机对照试验 (RCT),以护理人员负担为主要结局.
- 数据提取,偏差风险评估 (Cochrane RoB 2) 和证据确定性评估 (GRADE).
- 随机效应的元分析,子组分析和元回归;必要时进行叙事合成.
主要成果:
- 该审查将综合有关聊天机器人的有效性和护理人员负担的证据.
- 将探索聚合效应估计和异质性.
- 结果将与护理伙伴的投入一起解释.
结论:
- 这次审查将为在护理人员支持中实施AI聊天机器人提供关键证据.
- 这些发现将为非正式护理人员的技术辅助干预措施的设计和整合提供信息.
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