Digital Home-Based Self-Monitoring System for People with Heart Failure: Protocol for Development of SmartHeart and Evaluation of Feasibility and Acceptability

被引:0
|
作者
Maddison, Ralph [1 ]
Nourse, Rebecca [1 ]
Daryabeygikhotbehsara, Reza [1 ]
Tegegne, Teketo Kassaw [1 ]
Jansons, Paul [1 ]
Rawstorn, Jonathan Charles [1 ]
Atherton, John [2 ,3 ]
Driscoll, Andrea [4 ,5 ]
Oldenburg, Brian [6 ,7 ]
Vasa, Rajesh [8 ]
Kostakos, Vassilis [9 ]
Dingler, Tilman [10 ]
Abbott, Gavin [1 ]
Scuffham, Paul [11 ]
Manski-Nankervis, Jo-Anne Elizabeth [12 ,13 ]
Kwasnicka, Dominika [14 ]
Kensing, Finn [15 ]
Islam, Sheikh Mohammed Shariful [1 ]
Maeder, Anthony [16 ]
Zhang, Yuxin [1 ]
机构
[1] Deakin Univ, Inst Phys Act & Nutr, Sch Exercise & Nutr Sci, Burwood, Australia
[2] Univ Queensland, Royal Brisbane & Womens Hosp, Fac Med, Brisbane, Australia
[3] Univ Queensland, Fac Med, Brisbane, Australia
[4] Deakin Univ, Fac Hlth, Sch Nursing & Midwifery, Geelong, Australia
[5] Monash Hlth, Ctr Qual & Patient Safety Res, Monash Hlth Partnership, Melbourne, Vic, Australia
[6] La Trobe Univ, Baker Dept Cardiovasc Res Translat & Implementat, Melbourne, Australia
[7] Baker Heart & Diabet Inst, Melbourne, Australia
[8] Deakin Univ, Appl Artificial Intelligence Inst, Burwood, Australia
[9] Univ Melbourne, Sch Comp & Informat Syst, Melbourne, Australia
[10] Delft Univ Technol, Fac Ind Design Engn, Delft, Netherlands
[11] Griffith Univ, Ctr Appl Hlth Econ, Sch Med & Dent, Gold Coast, Australia
[12] Nanyang Technol Univ, Lee Kong Chian Sch Med, Singapore, Singapore
[13] Univ Melbourne, Dept Gen Practice & Primary Care, Melbourne, Australia
[14] Univ Melbourne, Fac Med Dent & Hlth Sci, Melbourne Sch Populat & Global Hlth, Melbourne, Australia
[15] Univ Copenhagen, Dept Comp Sci, Copenhagen, Denmark
[16] Flinders Univ S Australia, Flinders Digital Hlth Res Ctr, Adelaide, Australia
来源
JMIR RESEARCH PROTOCOLS | 2025年 / 14卷
关键词
Australia; smart home; health; chronic conditions; digital health; technology; behavior change; wearables; methodological considerations; INTERVENTION; CARE;
D O I
10.2196/62964
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background: 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. Objective: 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. Methods: 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). Results: 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. Conclusions: 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
引用
收藏
页数:17
相关论文
共 40 条
  • [21] Office- versus home-based evaluation of quality of life in heart failure with reduced ejection fraction: A randomized study
    Pinho, Ines de Almeida
    Pimentel, Maria Joao
    Oliveira, Cristina
    Matos, Maria Ines
    Vale, Catarina
    Matias, Paula
    Pereira, Joana
    Marques, Pedro
    Leite-Moreira, Adelino
    Frio, Fernando
    Vasques-Novoa, Francisco
    Ferreira, Joao Pedro
    INTERNATIONAL JOURNAL OF CARDIOLOGY, 2024, 413
  • [22] Gamification Design Framework for Mobile Health: Designing a Home-Based Self-management Programme for Patients with Chronic Heart Failure
    Nguyen, Hoang D.
    Jiang, Ying
    Eiring, Oystein
    Poo, Danny Chiang Choon
    Wang, Wenru
    SOCIAL COMPUTING AND SOCIAL MEDIA: TECHNOLOGIES AND ANALYTICS, SCSM 2018, PT II, 2018, 10914 : 81 - 98
  • [23] A personalised mobile-based home monitoring system for heart failure: The SUPPORT-HF Study
    Triantafyllidis, Andreas
    Velardo, Carmelo
    Chantler, Tracey
    Shah, Syed Ahmar
    Paton, Chris
    Khorshidi, Reza
    Tarassenko, Lionel
    Rahimi, Kazem
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2015, 84 (10) : 743 - 753
  • [24] Feasibility evaluation of a pain self-management app-based intervention among older people living with arthritic pain: study protocol
    Bhattarai, Priyanka
    Newton-John, Toby R. O.
    Phillips, Jane L.
    PILOT AND FEASIBILITY STUDIES, 2019, 5 (01)
  • [25] Safety and effects of a home-based Tai Chi exercise rehabilitation program in patients with chronic heart failure: study protocol for a randomized controlled trial
    Jiao, Qian
    Meng, Chao
    He, Haoqiang
    Li, Shanshan
    Xu, Fan
    Cui, Weilu
    Lou, Yuqing
    Li, Zining
    Ma, Jing
    Sun, Di
    Wu, Huidong
    Li, Haixia
    FRONTIERS IN CARDIOVASCULAR MEDICINE, 2023, 10
  • [26] A user-centred home monitoring and self-management system for patients with heart failure: a multicentre cohort study
    Rahimi, Kazem
    Velardo, Carmelo
    Triantafyllidis, Andreas
    Conrad, Nathalie
    Shah, Syed Ahmar
    Chantler, Tracey
    Mohseni, Hamid
    Stoppani, Emma
    Moore, Francesca
    Paton, Chris
    Emdin, Connor A.
    Ernst, Johanna
    Tarassenko, Lionel
    EUROPEAN HEART JOURNAL-QUALITY OF CARE AND CLINICAL OUTCOMES, 2015, 1 (02) : 66 - 71
  • [27] A Nonrandomized Pilot Study to Investigate the Acceptability and Feasibility of LivR Well: A Multifaceted 28-Day Home-Based Liver Optimization Program for Acute-on-Chronic Liver Failure
    Ngu, Natalie L. Y.
    Saxby, Edward
    Worland, Thomas
    Anderson, Patricia
    Stothers, Lisa
    Hunter, Jo
    Elford, Alexander T.
    Ha, Phil
    Hartley, Imogen
    Roberts, Andrew
    Seah, Dean
    Tambakis, George
    Connoley, Declan
    Figredo, Anita
    Ratnam, Dilip
    Liew, Danny
    Rogers, Benjamin
    Sievert, William
    Bell, Sally
    Le, Suong
    GASTRO HEP ADVANCES, 2025, 4 (02):
  • [28] Effects of a home-based activation intervention on self-management adherence and readmission in rural heart failure patients: the PATCH randomized controlled trial
    Young, Lufei
    Hertzog, Melody
    Barnason, Susan
    BMC CARDIOVASCULAR DISORDERS, 2016, 16
  • [29] Testing the Feasibility of Sensor-Based Home Health Monitoring (TEC4Home) to Support the Convalescence of Patients With Heart Failure: Pre-Post Study
    Ho, Kendall
    Lauscher, Helen Novak
    Cordeiro, Jennifer
    Hawkins, Nathaniel
    Scheuermeyer, Frank
    Mitton, Craig
    Wong, Hubert
    McGavin, Colleen
    Ross, Dianne
    Apantaku, Glory
    Karim, Mohammad Ehsan
    Bhullar, Amrit
    Abu-Laban, Riyad
    Nixon, Suzanne
    Smith, Tyler
    JMIR FORMATIVE RESEARCH, 2021, 5 (06)
  • [30] Home-based rehabilitation for heart failure with reduced ejection fraction: mixed methods process evaluation of the REACH-HF multicentre randomised controlled trial
    Frost, Julia
    Wingham, Jennifer
    Britten, Nicky
    Greaves, Colin
    Abraham, Charles
    Warren, Fiona C.
    Jolly, Kate
    Doherty, Patrick Joseph
    Miles, Jackie
    Singh, Sally J.
    Paul, Kevin
    Taylor, Rod
    Dalal, Hasnain
    BMJ OPEN, 2019, 9 (08):