Bennion Matthew Russell, Hardy Gillian E, Moore Roger K, Kellett Stephen, Millings Abigail
Department of Psychology, The University of Sheffield, Sheffield, United Kingdom.
Department of Computer Science, The University of Sheffield, Sheffield, United Kingdom.
J Med Internet Res. 2020 May 27;22(5):e16794. doi: 10.2196/16794.
The usability and effectiveness of conversational agents (chatbots) that deliver psychological therapies is under-researched.
This study aimed to compare the system usability, acceptability, and effectiveness in older adults of 2 Web-based conversational agents that differ in theoretical orientation and approach.
In a randomized study, 112 older adults were allocated to 1 of the following 2 fully automated interventions: Manage Your Life Online (MYLO; ie, a chatbot that mimics a therapist using a method of levels approach) and ELIZA (a chatbot that mimics a therapist using a humanistic counseling approach). The primary outcome was problem distress and resolution, with secondary outcome measures of system usability and clinical outcome.
MYLO participants spent significantly longer interacting with the conversational agent. Posthoc tests indicated that MYLO participants had significantly lower problem distress at follow-up. There were no differences between MYLO and ELIZA in terms of problem resolution. MYLO was rated as significantly more helpful and likely to be used again. System usability of both the conversational agents was associated with helpfulness of the agents and the willingness of the participants to reuse. Adherence was high. A total of 12% (7/59) of the MYLO group did not carry out their conversation with the chatbot.
Controlled studies of chatbots need to be conducted in clinical populations across different age groups. The potential integration of chatbots into psychological care in routine services is discussed.
提供心理治疗的对话代理(聊天机器人)的可用性和有效性研究不足。
本研究旨在比较两种基于网络的、理论取向和方法不同的对话代理在老年人中的系统可用性、可接受性和有效性。
在一项随机研究中,112名老年人被分配到以下两种全自动干预措施中的一种:在线管理你的生活(MYLO;即一个使用层次方法模仿治疗师的聊天机器人)和伊丽莎(一个使用人本主义咨询方法模仿治疗师的聊天机器人)。主要结果是问题困扰和解决情况,次要结果指标是系统可用性和临床结果。
MYLO组的参与者与对话代理交互的时间明显更长。事后检验表明,MYLO组的参与者在随访时问题困扰明显更低。在问题解决方面,MYLO和伊丽莎之间没有差异。MYLO被评为更有帮助且更有可能再次使用。两种对话代理的系统可用性都与代理的帮助程度和参与者再次使用的意愿相关。依从性很高。MYLO组共有12%(7/59)的人没有与聊天机器人进行对话。
需要在不同年龄组的临床人群中对聊天机器人进行对照研究。讨论了将聊天机器人潜在整合到常规服务中的心理护理的问题。