使用ChatGPT 4.0开发和评估心理健康聊天机器人:混合方法与韩国用户的用户体验研究
1Sungkyunkwan University, Seoul, Republic of Korea.
JMIR medical informatics
|January 3, 2025
概括
这项研究开发了HoMemeTown Dr. CareSam,这是一个先进的AI聊天机器人,用于跨语言的心理健康支持. 聊天机器人显示了高用户满意度和优于现有的数字工具,表明其在可访问的心理健康护理方面的潜力.
科学领域:
- 数字心理健康干预数字心理健康干预
- 医疗保健中的人工智能
- 跨语言心理健康支持
背景情况:
- 心理健康聊天机器人提供可访问的支持,基于韩国大学生先前的研究.
- 之前的数字干预强调了对更先进,人工智能驱动的解决方案的需求.
- 这项研究通过探索复杂的人工智能 (AI) 驱动的心理健康支持来解决这些局限性.
研究的目的:
- 为了开发和评估HoMemeTownCareSam博士,一个使用ChatGPT 4.0.0.的高级跨语言聊天机器人.
- 以英语和韩语提供个性化,文化敏感的心理健康支持.
- 为年轻人提供一个可访问和用户友好的界面.
主要方法:
- 一项混合方法试点研究,对20名韩国年轻成年人 (18-27岁) 进行了试点研究.
- 使用GPT API的开发,包括感恩日记和风险检测功能.
- 通过定量调查,定性反和与其他LLM聊天机器人和数字治疗工具 (Woebot,Happify) 的比较分析进行评估.
主要成果:
- 报告的高用户满意度是积极性,支持,同情和积极倾听.
- 在专业性,内容复杂性和个性化方面确定了需要改进的领域.
- 与其他LLM聊天机器人和数字治疗工具相比,观察到具有统计意义的性能差异.
结论:
- 医生CareSam证明了其作为跨语言心理健康工具的潜力,用户满意度很高.
- 聊天机器人显示了与现有的数字干预相比的比较优势.
- 建议对更大的样本大小和临床试验进行进一步的研究,以增强特征和整合.
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