基于ChatGPT的聊天机器人通过短信帮助戒烟:一项干预性研究
Lorien C Abroms1, Christina N Wysota2, Artin Yousefi3
1Milken Institute School of Public Health, George Washington University, Washington, DC, United States.
一个专门的大型语言模型聊天机器人BeFreeBot,集成到短信程序中,对于试图戒烟的吸烟者来说,它被证明是可行的和可以接受的. 聊天机器人提供了明确,可靠的支持,帮助参与者在戒烟的过程中获得帮助.
科学领域:
- 数字健康数字健康
- 医疗保健中的人工智能
- 行为科学 行为科学
背景情况:
- 像ChatGPT这样的大型语言模型 (LLM) 聊天机器人显示出支持戒烟的潜力.
- 将人工智能整合到现有的干预措施中可以提高可访问性和参与度.
研究的目的:
- 评估专门的LLM聊天机器人 (BeFreeBot) 在短信戒烟计划 (BeFree) 中的可行性和可接受性.
- 评估BeFreeBot在提供戒烟支持方面的忠诚度.
主要方法:
- 一项试点研究涉及23名参与者吸烟,通过亚马逊机械土耳其招募.
- 参与者与BeFree短信干预一起使用BeFreeBot.
- 通过在基线和4周的调查来衡量可行性和可接受性.
- 聊天机器人交互日志和转录分析评估了参与和遵守指南.
主要成果:
- 70%的参与者与BeFreeBot进行了互动,平均发送了14.5个短信.
- 报告了高满意度 (72%) 和感知到的帮助 (58%).
- BeFreeBot表现出高可靠性,提供了清晰 (100%),相关 (98.8%) 和遵循指南 (100%) 的响应.
结论:
- 在基于短信的戒烟计划中集成的LLM聊天机器人对吸烟者来说是可行的和可以接受的.
- 这种方法提供了一个可扩展和可访问的工具,用于支持个人戒烟.
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