Maddison Ralph, Nourse Rebecca, Daryabeygikhotbehsara Reza, Tegegne Teketo Kassaw, Jansons Paul, Rawstorn Jonathan Charles, Atherton John, Driscoll Andrea, Oldenburg Brian, Vasa Rajesh, Kostakos Vassilis, Dingler Tilman, Abbott Gavin, Scuffham Paul, Manski-Nankervis Jo-Anne Elizabeth, Kwasnicka Dominika, Kensing Finn, Islam Sheikh Mohammed Shariful, Maeder Anthony, Zhang Yuxin
School of Exercise and Nutrition Sciences, Institute for Physical Activity and Nutrition, Deakin University, Burwood, Australia.
Faculty of Medicine, Royal Brisbane and Women's Hospital, University of Queensland, Brisbane, Australia.
JMIR Res Protoc. 2025 Jan 28;14:e62964. doi: 10.2196/62964.
Heart failure (HF) is a chronic, progressive condition where the heart cannot pump enough blood to meet the body's needs. In addition to the daily challenges that HF poses, acute exacerbations can lead to costly hospitalizations and increased mortality. High health care costs and the burden of HF have led to the emerging application of new technologies to support people living with HF to stay well while living in the community. However, many digital solutions have not involved consumers and health care professionals in their design, leading to poor adoption. The SmartHeart project aimed to codevelop a smart health ecosystem to support the early detection of HF deterioration and encourage self-care, potentially preventing hospitalizations.
This study aims to provide an overview of the SmartHeart project by describing our approach to designing the SmartHeart system, outlining its features, and describing the planned pilot study to determine the feasibility of the system.
We used the Integrate, Design, Assess, and Share (IDEAS) framework to guide the development of the SmartHeart system, involving users (people with HF and their caregivers) and stakeholders (health care providers involved in the management of HF) in its design. SmartHeart is a complete remote heart health monitoring and automated feedback delivery system. It includes 2 user interfaces for patients: an Amazon Alexa conversational agent and a smartphone app. The system collects physiological, symptom, and behavioral data through wireless sensors and self-reports from users. These data are processed and analyzed to provide personalized health insights, self-care support, and alerts in case of health deterioration. The system also includes a web-based user interface for health care professionals, allowing them to access data, send messages to users, and receive notifications about potential health deterioration. A single-arm, multicenter pilot trial (N=20) is planned to determine the feasibility and acceptability of SmartHeart before evaluation through a randomized controlled trial. The primary outcome will be a description of the study's feasibility (recruitment, attrition, engagement, and changes in self-care).
The SmartHeart study started in January 2021 on procurement of funding. Recruitment for the pilot trial started in August 2024 and will be completed by March 2025. We have currently enrolled 12 participants. Follow-up of all participants will be completed by the end of May 2025.
We have co-designed and developed a complete remote heart health monitoring and automated feedback delivery system for the early detection of HF deterioration and prevention of HF-related hospitalizations. The next step is a pilot study, which will provide valuable information on feasibility and preliminary effects to inform a larger evaluation trial. SmartHeart has the potential to augment existing health services and help people with HF stay well while living in the community.
INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/62964.
心力衰竭(HF)是一种慢性进行性疾病,心脏无法泵出足够的血液来满足身体的需求。除了HF带来的日常挑战外,急性加重可导致代价高昂的住院治疗并增加死亡率。高昂的医疗保健成本和HF负担促使新技术不断涌现,以支持HF患者在社区生活期间保持健康。然而,许多数字解决方案在设计过程中未让消费者和医疗保健专业人员参与,导致采用率较低。SmartHeart项目旨在共同开发一个智能健康生态系统,以支持早期发现HF恶化并鼓励自我护理,从而有可能预防住院治疗。
本研究旨在通过描述我们设计SmartHeart系统的方法、概述其功能以及描述计划中的试点研究以确定该系统的可行性,来全面介绍SmartHeart项目。
我们使用整合、设计、评估和分享(IDEAS)框架来指导SmartHeart系统的开发,在设计过程中让用户(HF患者及其护理人员)和利益相关者(参与HF管理的医疗保健提供者)参与其中。SmartHeart是一个完整的远程心脏健康监测和自动反馈系统。它包括2个针对患者的用户界面:一个亚马逊Alexa对话代理和一个智能手机应用程序。该系统通过无线传感器和用户的自我报告收集生理、症状和行为数据。这些数据经过处理和分析,以提供个性化的健康见解、自我护理支持以及健康恶化时的警报。该系统还包括一个针对医疗保健专业人员的基于网络的用户界面,使他们能够访问数据、向用户发送消息并接收有关潜在健康恶化的通知。计划进行一项单臂、多中心试点试验(N = 20),以在通过随机对照试验进行评估之前确定SmartHeart的可行性和可接受性。主要结果将是对该研究可行性的描述(招募、损耗、参与度以及自我护理的变化)。
SmartHeart研究于2021年1月开始筹集资金。试点试验的招募工作于2024年8月开始,并将于2025年3月完成。我们目前已招募了12名参与者。所有参与者的随访将于2025年5月底完成。
我们共同设计并开发了一个完整的远程心脏健康监测和自动反馈系统,用于早期发现HF恶化并预防与HF相关的住院治疗。下一步是进行试点研究,这将提供有关可行性和初步效果的宝贵信息,为更大规模的评估试验提供参考。SmartHeart有潜力增强现有的医疗服务,并帮助HF患者在社区生活期间保持健康。
国际注册报告识别码(IRRID):DERR1-10.2196/62964。