用个性化的自我推聊天机器人缩小心理健康治疗的可访问性差距
Johanna Habicht1, Sruthi Viswanathan2, Ben Carrington2
1Limbic, London, UK. johanna@limbic.ai.
Nature medicine
|February 5, 2024
概括
像人工智能聊天机器人这样的数字工具可以显著改善少数群体获得心理健康护理的机会. 一项研究表明,这些工具增加了转诊,特别是在少数民族和非二进制个体中,解决了医疗保健的不平等问题.
科学领域:
- 数字健康数字健康
- 心理健康护理 心理健康护理
- 健康 公平 卫生 公平
背景情况:
- 在获得医疗保健治疗方面的不平等是一个重要的全球问题,特别是在少数群体的精神卫生保健方面.
- 对于减少在精神卫生保健中获得治疗的现有补救措施是有限的.
- 数字工具提供了一个潜在的解决方案,通过克服关键障碍来弥合可访问性差距.
研究的目的:
- 评估一个个性化的人工智能自推聊天机器人对患者推量和多样性的影响.
- 评估聊天机器人对英格兰NHS服务中跨种族,性别和性取向的患者多样性的影响.
主要方法:
- 一项涉及129,400名英格兰国家卫生服务 (NHS) 服务的患者的多站点观察研究.
- 评估使用人工智能聊天机器人服务中的推量和多样性指标,与控制服务相比.
- 对来自42,332个人的定性反进行自然语言处理分析,以确定改善访问的驱动因素.
主要成果:
- 使用人工智能聊天机器人的服务显示,推的数量大幅增加 (15%与控制服务的6%相比).
- 转诊的增加在少数群体中明显明显,包括非二进制个体 (179%的增加) 和少数民族 (29%的增加).
- 质量反表明,聊天机器人的无人互动和促进治疗需求的自我实现是关键因素.
结论:
- 数字工具,特别是支持人工智能的聊天机器人,可以有效地减少精神卫生保健中的可访问性差距.
- 这项研究提供了强有力的证据,证明这些数字解决方案可以改善获得心理健康服务的多样性.
- 人工智能驱动的数字健康干预是打击心理健康服务中普遍存在的不平等的有希望的策略.
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