User Experiences of Well-Being Chatbots.

IF 2.9 3区 心理学 Q1 BEHAVIORAL SCIENCES Human Factors Pub Date : 2024-06-01 Epub Date: 2023-03-14 DOI:10.1177/00187208231162453
Liam Kettle, Yi-Ching Lee
{"title":"User Experiences of Well-Being Chatbots.","authors":"Liam Kettle, Yi-Ching Lee","doi":"10.1177/00187208231162453","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>The current paper conducted two parallel studies to explore user experiences of well-being conversational agents (CAs) and identify important features for engagement.</p><p><strong>Background: </strong>Students transitioning into university life take on greater responsibility, yet tend to sacrifice healthy behaviors to strive for academic and financial gain. Additionally, students faced an unprecedented pandemic, leading to remote courses and reduced access to healthcare services. One tool designed to improve healthcare accessibility is well-being CAs. CAs have addressed mental health support in the general population but have yet to address physical well-being support and accessibility to those in disadvantaged socio-economic backgrounds where healthcare access is further limited.</p><p><strong>Method: </strong>Study One comprised a thematic analysis of mental health applications featuring CAs from the public forum, Reddit. Study Two explored emerging usability themes of an SMS-based CA designed to improve accessibility to well-being services alongside a commercially available CA, Woebot.</p><p><strong>Results: </strong>Study One identified several themes, including accessibility and availability, communication style, and anthropomorphism as important features. Study Two identified themes such as user response modality, perceived CA role, question specificity, and conversation flow control as critical for user engagement.</p><p><strong>Conclusion: </strong>Various themes emerged from individuals' experiences regarding CA features, functionality, and responses. The mixed experiences relevant to the communication and conversational styles between the CA and the user suggest varied motivations for using CAs for mental and physical well-being.</p><p><strong>Application: </strong>Practical recommendations to encourage continued use include providing dynamic response modalities, anthropomorphizing the chatbot, and calibrating expectations early.</p>","PeriodicalId":56333,"journal":{"name":"Human Factors","volume":null,"pages":null},"PeriodicalIF":2.9000,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Human Factors","FirstCategoryId":"102","ListUrlMain":"https://doi.org/10.1177/00187208231162453","RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2023/3/14 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"BEHAVIORAL SCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Objective: The current paper conducted two parallel studies to explore user experiences of well-being conversational agents (CAs) and identify important features for engagement.

Background: Students transitioning into university life take on greater responsibility, yet tend to sacrifice healthy behaviors to strive for academic and financial gain. Additionally, students faced an unprecedented pandemic, leading to remote courses and reduced access to healthcare services. One tool designed to improve healthcare accessibility is well-being CAs. CAs have addressed mental health support in the general population but have yet to address physical well-being support and accessibility to those in disadvantaged socio-economic backgrounds where healthcare access is further limited.

Method: Study One comprised a thematic analysis of mental health applications featuring CAs from the public forum, Reddit. Study Two explored emerging usability themes of an SMS-based CA designed to improve accessibility to well-being services alongside a commercially available CA, Woebot.

Results: Study One identified several themes, including accessibility and availability, communication style, and anthropomorphism as important features. Study Two identified themes such as user response modality, perceived CA role, question specificity, and conversation flow control as critical for user engagement.

Conclusion: Various themes emerged from individuals' experiences regarding CA features, functionality, and responses. The mixed experiences relevant to the communication and conversational styles between the CA and the user suggest varied motivations for using CAs for mental and physical well-being.

Application: Practical recommendations to encourage continued use include providing dynamic response modalities, anthropomorphizing the chatbot, and calibrating expectations early.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
幸福聊天机器人的用户体验。
摘要本文进行了两项平行研究,以探索幸福会话代理(CA)的用户体验,并确定参与的重要特征:背景:步入大学生活的学生承担着更大的责任,但他们往往会牺牲健康的行为来追求学业和经济利益。此外,学生们还面临着前所未有的大流行病,这导致了远程课程和医疗保健服务的减少。一种旨在改善医疗保健可及性的工具是福祉 CA。健康 CA 已为普通人群提供了心理健康支持,但尚未为社会经济背景不利的人群提供身体健康支持和医疗服务的可及性:研究一包括对公共论坛 Reddit 上以 CA 为特色的心理健康应用程序进行主题分析。研究二探讨了一个基于短信的CA新出现的可用性主题,该CA旨在提高人们获得健康服务的便利性,同时还探讨了一个商用CA--Woebot的可用性主题:研究一确定了几个主题,包括可访问性和可用性、交流风格以及拟人化等重要特征。研究二确定了用户响应模式、感知 CA 角色、问题具体性和对话流程控制等主题,这些主题对用户参与至关重要:结论:个人体验中出现了有关 CA 特性、功能和响应的各种主题。与 CA 和用户之间的交流和对话方式有关的混合体验表明,使用 CA 促进身心健康的动机各不相同:鼓励继续使用的实用建议包括提供动态响应模式、将聊天机器人拟人化以及尽早调整期望值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Human Factors
Human Factors 管理科学-行为科学
CiteScore
10.60
自引率
6.10%
发文量
99
审稿时长
6-12 weeks
期刊介绍: Human Factors: The Journal of the Human Factors and Ergonomics Society publishes peer-reviewed scientific studies in human factors/ergonomics that present theoretical and practical advances concerning the relationship between people and technologies, tools, environments, and systems. Papers published in Human Factors leverage fundamental knowledge of human capabilities and limitations – and the basic understanding of cognitive, physical, behavioral, physiological, social, developmental, affective, and motivational aspects of human performance – to yield design principles; enhance training, selection, and communication; and ultimately improve human-system interfaces and sociotechnical systems that lead to safer and more effective outcomes.
期刊最新文献
Attentional Tunneling in Pilots During a Visual Tracking Task With a Head Mounted Display. Examining Patterns and Predictors of ADHD Teens' Skill-Learning Trajectories During Enhanced FOrward Concentration and Attention Learning (FOCAL+) Training. Is Less Sometimes More? An Experimental Comparison of Four Measures of Perceived Usability. An Automobile's Tail Lights: Sacrificing Safety for Playful Design? Virtual Reality Adaptive Training for Personalized Stress Inoculation.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1