Au Jessica, Falloon Caitlin, Ravi Ayngaran, Ha Phil, Le Suong
School of Clinical Sciences, Monash University, Clayton, Australia.
Department of Gastroenterology and Hepatology, Monash Health, Clayton, Australia.
JMIR Hum Factors. 2023 Aug 15;10:e42506. doi: 10.2196/42506.
Health literacy is low among patients with chronic liver disease (CLD) and associated with poor health outcomes and increased health care use. Lucy LiverBot, an artificial intelligence chatbot was created by a multidisciplinary team at Monash Health, Australia, to improve health literacy and self-efficacy in patients with decompensated CLD.
The aim of this study was to explore users' experience with Lucy LiverBot using an unmoderated, in-person, qualitative test.
Lucy LiverBot is a simple, low cost, and scalable digital intervention, which was at the beta prototype development phase at the time of usability testing. The concept and prototype development was realized in 2 phases: concept development and usability testing. We conducted a mixed methods study to assess usability of Lucy LiverBot as a tool for health literacy education among ambulatory and hospitalized patients with decompensated CLD at Monash Health. Patients were provided with free reign to interact with Lucy LiverBot on an iPad device under moderator observation. A 3-part survey (preuser, user, and postuser) was developed using the Unified Acceptance Theory Framework to capture the user experience.
There were 20 participants with a median age of 55.5 (IQR 46.0-60.5) years, 55% (n=11) of them were female, and 85% (n=17) of them were White. In total, 35% (n=7) of them reported having difficulty reading and understanding written medical information. Alcohol was the predominant etiology in 70% (n=14) of users. Participants actively engaged with Lucy LiverBot and identified it as a potential educational tool and device that could act as a social companion to improve well-being. In total, 25% (n=5) of them reported finding it difficult to learn about their health problems and 20% (n=4) of them found it difficult to find medical information they could trust. Qualitative interviews revealed the conversational nature of Lucy LiverBot was considered highly appealing with improvement in mental health and well-being reported as an unintended benefit of Lucy LiverBot. Patients who had been managing their liver cirrhosis for several years identified that they would be less likely to use Lucy LiverBot, but that it would have been more useful at the time of their diagnosis. Overall, Lucy LiverBot was perceived as a reliable and trustworthy source of information.
Lucy LiverBot was well received and may be used to improve health literacy and address barriers to health care provision in patients with decompensated CLD. The study revealed important feedback that has been used to further optimize Lucy LiverBot. Further acceptability and validation studies are being undertaken to investigate whether Lucy LiverBot can improve clinical outcomes and health related quality of life in patients with decompensated CLD.
慢性肝病(CLD)患者的健康素养较低,这与不良健康结局及医疗保健使用增加有关。澳大利亚莫纳什健康中心的一个多学科团队创建了人工智能聊天机器人露西肝脏机器人(Lucy LiverBot),以提高失代偿期CLD患者的健康素养和自我效能感。
本研究的目的是通过一项无主持人的面对面定性测试,探索用户使用露西肝脏机器人的体验。
露西肝脏机器人是一种简单、低成本且可扩展的数字干预措施,在可用性测试时处于测试版原型开发阶段。概念和原型开发分两个阶段实现:概念开发和可用性测试。我们进行了一项混合方法研究,以评估露西肝脏机器人作为莫纳什健康中心门诊和住院失代偿期CLD患者健康素养教育工具的可用性。在主持人观察下,患者可以自由地在iPad设备上与露西肝脏机器人互动。使用统一接受理论框架开发了一份由三部分组成的调查问卷(使用前、使用中、使用后),以了解用户体验。
共有20名参与者,中位年龄为55.5(四分位间距46.0 - 60.5)岁,其中55%(n = 11)为女性,85%(n = 17)为白人。总体而言,35%(n = 7)的参与者报告在阅读和理解书面医疗信息方面有困难。70%(n = 14)的用户中,酒精是主要病因。参与者积极与露西肝脏机器人互动,并将其视为一种潜在的教育工具和设备,可作为社交伙伴来改善健康状况。总体而言,25%(n = 5)的参与者报告难以了解自己的健康问题,20%(n = 4)的参与者发现难以找到他们可以信任的医疗信息。定性访谈显示,露西肝脏机器人的对话性质被认为极具吸引力,心理健康和幸福感的改善被报告为露西肝脏机器人的意外益处。已经管理肝硬化数年的患者表示,他们使用露西肝脏机器人的可能性较小,但在诊断时它会更有用。总体而言,露西肝脏机器人被视为一个可靠且值得信赖的信息来源。
露西肝脏机器人受到好评,可用于提高失代偿期CLD患者的健康素养,并解决医疗保健提供方面的障碍。该研究揭示了重要反馈,已用于进一步优化露西肝脏机器人。正在进行进一步的可接受性和验证研究,以调查露西肝脏机器人是否可以改善失代偿期CLD患者的临床结局和与健康相关的生活质量。