Department of Computer Science, Marquette University, Milwaukee, WI, United States.
JMIR Mhealth Uhealth. 2023 May 22;11:e44838. doi: 10.2196/44838.
Chatbots are an emerging technology that show potential for mental health care apps to enable effective and practical evidence-based therapies. As this technology is still relatively new, little is known about recently developed apps and their characteristics and effectiveness.
In this study, we aimed to provide an overview of the commercially available popular mental health chatbots and how they are perceived by users.
We conducted an exploratory observation of 10 apps that offer support and treatment for a variety of mental health concerns with a built-in chatbot feature and qualitatively analyzed 3621 consumer reviews from the Google Play Store and 2624 consumer reviews from the Apple App Store.
We found that although chatbots' personalized, humanlike interactions were positively received by users, improper responses and assumptions about the personalities of users led to a loss of interest. As chatbots are always accessible and convenient, users can become overly attached to them and prefer them over interacting with friends and family. Furthermore, a chatbot may offer crisis care whenever the user needs it because of its 24/7 availability, but even recently developed chatbots lack the understanding of properly identifying a crisis. Chatbots considered in this study fostered a judgment-free environment and helped users feel more comfortable sharing sensitive information.
Our findings suggest that chatbots have great potential to offer social and psychological support in situations where real-world human interaction, such as connecting to friends or family members or seeking professional support, is not preferred or possible to achieve. However, there are several restrictions and limitations that these chatbots must establish according to the level of service they offer. Too much reliance on technology can pose risks, such as isolation and insufficient assistance during times of crisis. Recommendations for customization and balanced persuasion to inform the design of effective chatbots for mental health support have been outlined based on the insights of our findings.
聊天机器人是一种新兴技术,为心理健康护理应用程序提供了实现有效和实用循证治疗的潜力。由于这项技术还相对较新,因此对于最近开发的应用程序及其特点和有效性知之甚少。
在本研究中,我们旨在概述市售的流行心理健康聊天机器人,并了解用户对其的看法。
我们对 10 个具有内置聊天机器人功能、支持和治疗各种心理健康问题的应用程序进行了探索性观察,并对 Google Play 商店中的 3621 条消费者评论和 Apple App Store 中的 2624 条消费者评论进行了定性分析。
我们发现,尽管聊天机器人的个性化、类人互动受到用户的积极评价,但对用户个性的不当回应和假设导致用户失去兴趣。由于聊天机器人始终可用且方便,用户可能会过度依赖它们,并更喜欢与它们互动而不是与朋友和家人互动。此外,由于聊天机器人 24/7 都可用,因此它可以在用户需要时提供危机护理,但即使是最近开发的聊天机器人也缺乏正确识别危机的能力。本研究中考虑的聊天机器人营造了一个无评判的环境,帮助用户更舒适地分享敏感信息。
我们的研究结果表明,在不喜欢或无法进行现实世界的人际互动,如与朋友或家人联系或寻求专业支持的情况下,聊天机器人具有提供社交和心理支持的巨大潜力。但是,这些聊天机器人必须根据其提供的服务水平建立一些限制和局限性。过度依赖技术可能会带来风险,例如在危机期间隔离和得不到足够的帮助。根据我们研究结果的见解,我们已经提出了定制和平衡说服力的建议,以告知心理健康支持的有效聊天机器人的设计。