Insight Centre for Data Analytics, School of Public Health, Physiotherapy and Sports Science, University College Dublin, Dublin, Ireland.
Salumedia Tecnologias, Seville, Spain.
JMIR Mhealth Uhealth. 2020 Jul 15;8(7):e17552. doi: 10.2196/17552.
Existing evidence supports the many benefits of physical activity (PA) in breast cancer survival. However, few breast cancer survivors adhere to the recommended levels of activity. A PA coaching app that provides personalized feedback, guidance, and motivation to the user might have the potential to engage these individuals in a more active lifestyle, in line with the general recommendations. To develop a successful tool, it is important to involve the end users in the design process and to make theoretically grounded design decisions.
This study aimed to execute the design process and early prototype evaluation of a personalized PA coaching app for posttreatment breast cancer survivors. In particular, the study explored a design combining behavioral theory and tailored coaching strategies.
The design process was led by a multidisciplinary team, including technical and health professionals, and involved input from a total of 22 survivors. The process comprised 3 stages. In stage 1, the literature was reviewed and 14 patients were interviewed to understand the needs and considerations of the target population toward PA apps. In stage 2, the global use case for the tool was defined, the features were ideated and refined based on theory, and a digital interactive prototype was created. In stage 3, the prototype went through usability testing with 8 patients and was subjected to quality and behavior change potential evaluations by 2 human-computer interaction experts.
The design process has led to the conceptualization of a personalized coaching app for walking activities that addresses the needs of breast cancer survivors. The main features of the tool include a training plan and schedule, adaptive goal setting, real-time feedback and motivation during walking sessions, activity status through the day, activity history, weekly summary reports, and activity challenges. The system was designed to measure users' cadence during walking, use this measure to infer their training zone, and provide real-time coaching to control the intensity of the walking sessions. The outcomes from user testing and expert evaluation of the digital prototype were very positive, with scores from the system usability scale, mobile app rating scale, and app behavior change scale of 95 out of 100, 4.6 out of 5, and 15 out of 21, respectively.
Implementing a user-centered design approach for the development and early evaluation of an app brings essential considerations to tailor the solution to the user's needs and context. In addition, informing the design on behavioral and tailored coaching theories supports the conceptualization of the PA coaching system. This is critical for optimizing the usability, acceptability, and long-term effectiveness of the tool. After successful early in-laboratory testing, the app will be developed and evaluated in a pilot study in a real-world setting.
现有证据支持身体活动(PA)对乳腺癌生存的诸多益处。然而,很少有乳腺癌幸存者能达到推荐的活动水平。一款为用户提供个性化反馈、指导和激励的 PA 教练应用程序,可能有潜力让这些人更积极地生活,符合一般建议。为了开发一个成功的工具,重要的是让最终用户参与设计过程,并做出基于理论的设计决策。
本研究旨在执行针对治疗后乳腺癌幸存者的个性化 PA 教练应用程序的设计过程和早期原型评估。特别是,该研究探索了一种结合行为理论和量身定制的教练策略的设计。
该设计过程由一个多学科团队领导,包括技术和健康专业人员,并从总共 22 名幸存者那里获得了投入。该过程包括 3 个阶段。在第 1 阶段,回顾了文献并对 14 名患者进行了访谈,以了解目标人群对 PA 应用程序的需求和考虑因素。在第 2 阶段,定义了工具的全局用例,基于理论构想和完善了功能,并创建了数字交互原型。在第 3 阶段,对 8 名患者进行了原型可用性测试,并由 2 名人机交互专家对其质量和行为改变潜力进行了评估。
设计过程导致了针对步行活动的个性化教练应用程序的概念化,该应用程序满足了乳腺癌幸存者的需求。该工具的主要功能包括培训计划和时间表、自适应目标设定、步行过程中的实时反馈和激励、全天活动状态、活动历史记录、每周总结报告和活动挑战。系统旨在测量用户在步行时的步频,使用该指标推断其训练区,并提供实时教练来控制步行强度。用户测试和数字原型的专家评估结果非常积极,系统可用性量表、移动应用程序评分量表和应用程序行为改变量表的得分分别为 100 分中的 95 分、4.6 分中的 4.6 分和 21 分中的 15 分。
实施以用户为中心的设计方法来开发和早期评估应用程序,可以将必要的考虑因素纳入解决方案,以满足用户的需求和背景。此外,基于行为和量身定制的教练理论来为设计提供信息,支持 PA 教练系统的概念化。这对于优化工具的可用性、可接受性和长期效果至关重要。经过成功的早期实验室测试后,该应用程序将在现实环境中的试点研究中进行开发和评估。