Bakhshayesh Samaneh, Gholoobi Arash, Moulaei Khadijeh, Khoshrounejad Farnaz, Mazaheri Habibi Mohammad Reza, Ebnehoseini Zahra, Jangi Majd, Eslami Saeid
Department of Health Information Technology, Neyshabur University of Medical Sciences, Neyshabur, Iran.
Department of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
BMC Med Inform Decis Mak. 2025 Jul 1;25(1):225. doi: 10.1186/s12911-025-03079-4.
Cardiac rehabilitation (CR) post-revascularization faces significant challenges due to accessibility, cost, and patient adherence issues, particularly in center-based settings. Addressing these challenges, the HomeTele-CR platform, encompassing a web portal and mHealth app, was developed to offer a comprehensive, home-based CR solution for patients unable to attend traditional programs.
This two-phase mixed-methods developmental study aimed to design, develop, and evaluate the HomeTele-CR platform, a home-based cardiac rehabilitation (CR) system for post-revascularization patients. Phase 1 involved a needs assessment through a Delphi panel with 13 multidisciplinary healthcare professionals (cardiologists, nutritionists, psychologists, physiotherapists, pharmacists, nurses, and sports medicine). Phase 2 utilized Xiaomi Band 2 sensors, Android Studio, and Node.js to develop a patient-facing app (Android) and clinician portal, integrating real-time monitoring, multimedia education (e.g., exercise animations, CPR tutorials), and secure data transmission. Then, in this phase, think-aloud protocols (n = 18 patients) and heuristic evaluation (n = 5 HCI experts) were employed for usability testing.
The HomeTele-CR platform is designed to facilitate home-based CR through a three-component system: a health wristband for users, a smartphone app, and a remote monitoring and mentoring portal for healthcare providers. The Xiaomi band 2 wristband tracks heart rate and steps, connecting to smartphones for real-time data sharing. The app, developed for Android smartphones, supports patient supervision, exercise guidance, mood and relaxation support, symptom tracking, educational content on heart health and medications, and personalized feedback and monitoring. It features multimedia training materials, health measure tracking, and interactive tools for patient engagement and compliance. The web portal allows nurses to access patient data, provide individualized advice, and monitor patient progress through comprehensive dashboards, enhancing the CR process by integrating patient-reported outcomes and sensor data. Usability evaluations highlighted areas for improvement, guiding enhancements to optimize user experience. In an app usability test, 30 issues were identified, 73% related to layout problems, especially the line chart and swipe feature. For the web portal, the most common issues involved "Privacy," "Help and documentation," and error recovery.
The HomeTele-CR platform represents a significant advancement in providing accessible, efficient, and effective home-based cardiac rehabilitation. By leveraging technology to overcome traditional barriers to CR, the platform promises to improve patient engagement, adherence, and outcomes in post-revascularization care. Future work will focus on expanding the platform's capabilities and evaluating its impact on patient health outcomes.
血管重建术后的心脏康复(CR)由于可及性、成本和患者依从性问题面临重大挑战,尤其是在基于中心的环境中。为应对这些挑战,开发了包含网络门户和移动健康应用程序的HomeTele-CR平台,为无法参加传统项目的患者提供全面的居家心脏康复解决方案。
这项两阶段混合方法的发展性研究旨在设计、开发和评估HomeTele-CR平台,这是一个用于血管重建术后患者的居家心脏康复(CR)系统。第一阶段通过一个由13名多学科医疗保健专业人员(心脏病专家、营养师、心理学家、物理治疗师、药剂师、护士和运动医学专家)组成的德尔菲小组进行需求评估。第二阶段利用小米手环2传感器、安卓工作室和Node.js开发了一个面向患者的应用程序(安卓系统)和临床医生门户,集成了实时监测、多媒体教育(如运动动画、心肺复苏教程)和安全的数据传输。然后,在这个阶段,采用出声思考协议(n = 18名患者)和启发式评估(n = 5名人机交互专家)进行可用性测试。
HomeTele-CR平台旨在通过一个由三部分组成的系统促进居家心脏康复:一个供用户使用的健康手环、一个智能手机应用程序和一个供医疗保健提供者使用的远程监测和指导门户。小米手环2追踪心率和步数,并连接到智能手机以进行实时数据共享。该应用程序专为安卓智能手机开发,支持患者监督、运动指导、情绪和放松支持、症状追踪、心脏健康和药物治疗方面的教育内容以及个性化反馈和监测。它具有多媒体培训材料、健康指标追踪以及用于患者参与和依从性的交互式工具。网络门户允许护士访问患者数据、提供个性化建议并通过综合仪表盘监测患者进展,通过整合患者报告的结果和传感器数据来加强心脏康复过程。可用性评估突出了需要改进的方面,为优化用户体验的改进提供了指导。在一项应用程序可用性测试中,发现了30个问题,73%与布局问题有关,尤其是折线图和滑动功能。对于网络门户,最常见的问题涉及“隐私”“帮助与文档”以及错误恢复。
HomeTele-CR平台在提供可及、高效且有效的居家心脏康复方面代表了一项重大进展。通过利用技术克服心脏康复的传统障碍,该平台有望改善血管重建术后护理中患者的参与度、依从性和治疗效果。未来的工作将集中在扩展平台功能并评估其对患者健康结果的影响。