虚拟助理对有关尼古丁替代疗法问题的回应:混合方法分析
Samia Amin1, Kylie Uyeda1, Ian Pagano1
1University of Hawai'i Cancer Center, USA.
Evaluation & the health professions
|February 26, 2024
概括
人工智能驱动的虚拟助理在戒烟支持方面表现有前途. 谷歌助理在尼古丁替代治疗信息方面表现出卓越的语音识别,尽管VA需要进一步开发以获得全面的响应.
科学领域:
- 数字健康数字健康
- 医疗保健中的人工智能
- 公共卫生干预 公共卫生干预
背景情况:
- 戒烟仍然是全球卫生优先事项.
- 尼古丁替代治疗 (NRT) 是一个关键的干预措施.
- 人工智能驱动的虚拟助理 (VA) 在提供健康信息方面的作用正在出现.
研究的目的:
- 评估VA (亚马逊Alexa,果Siri,谷歌助理) 在提供尼古丁替代治疗 (NRT) 信息方面的有效性.
- 为了评估语音识别准确性和响应质量VAs对于NRT相关的查询.
主要方法:
- 横截面混合方法设计. 横截面混合方法设计.
- 对3个VA提出了40个与NRT相关的问题,总共有360个答案.
- 使用SAS进行分析,以确定评价者之间的可靠性和响应差异;使用NVivo进行定性评估.
主要成果:
- 谷歌助理实现了100%的语音识别,其次是果的Siri (97.5%) 和亚马逊的Alexa (83.3%).
- 在亚马逊Alexa和其他两个VA之间注意到了响应的显著差异.
- 在理解上下文,提供深入信息和避免通用或无关紧要的答案方面,VA存在局限性.
结论:
- 在戒烟干预和烟草控制计划中,VA显示出其作为工具的潜力.
- 改善VA的上下文理解,信息深度和响应相关性是最佳集成所必需的.
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