cs.AI updates on arXiv.org 07月23日 12:03
AI-enhanced conversational agents for personalized asthma support Factors for engagement, value and efficacy
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英国哮喘相关死亡率高,基本护理覆盖率低。一项调查发现,多数哮喘患者对使用聊天机器人感兴趣,特别是那些认为哮喘严重且自我管理信心不足的患者。研究提出七项建议以优化聊天机器人健康支持。

arXiv:2507.16735v1 Announce Type: cross Abstract: Asthma-related deaths in the UK are the highest in Europe, and only 30% of patients access basic care. There is a need for alternative approaches to reaching people with asthma in order to provide health education, self-management support and bridges to care. Automated conversational agents (specifically, mobile chatbots) present opportunities for providing alternative and individually tailored access to health education, self-management support and risk self-assessment. But would patients engage with a chatbot, and what factors influence engagement? We present results from a patient survey (N=1257) devised by a team of asthma clinicians, patients, and technology developers, conducted to identify optimal factors for efficacy, value and engagement for a chatbot. Results indicate that most adults with asthma (53%) are interested in using a chatbot and the patients most likely to do so are those who believe their asthma is more serious and who are less confident about self-management. Results also indicate enthusiasm for 24/7 access, personalisation, and for WhatsApp as the preferred access method (compared to app, voice assistant, SMS or website). Obstacles to uptake include security/privacy concerns and skepticism of technological capabilities. We present detailed findings and consolidate these into 7 recommendations for developers for optimising efficacy of chatbot-based health support.

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哮喘 聊天机器人 健康支持 患者调查 自我管理
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