School of Systems and Enterprises, Stevens Institute of Technology, Hoboken, NJ, United States.
J Med Internet Res. 2022 Aug 16;24(8):e37641. doi: 10.2196/37641.
Although most digital twin (DT) applications for health care have emerged in precision medicine, DTs can potentially support the overall health care process. DTs (twinned systems, processes, and products) can be used to optimize flows, improve performance, improve health outcomes, and improve the experiences of patients, doctors, and other stakeholders with minimal risk.
This paper aims to review applications of DT systems, products, and processes as well as analyze the potential of these applications for improving health care management and the challenges associated with this emerging technology.
We performed a rapid review of the literature and reported available studies on DTs and their applications in health care management. We searched 5 databases for studies published between January 2002 and January 2022 and included peer-reviewed studies written in English. We excluded studies reporting DT usage to support health care practice (organ transplant, precision medicine, etc). Studies were analyzed based on their contribution toward DT technology to improve user experience in health care from human factors and systems engineering perspectives, accounting for the type of impact (product, process, or performance/system level). Challenges related to the adoption of DTs were also summarized.
The DT-related studies aimed at managing health care systems have been growing over time from 0 studies in 2002 to 17 in 2022, with 7 published in 2021 (N=17 studies). The findings reported on applications categorized by DT type (system: n=8; process: n=5; product: n=4) and their contributions or functions. We identified 4 main functions of DTs in health care management including safety management (n=3), information management (n=2), health management and well-being promotion (n=3), and operational control (n=9). DTs used in health care systems management have the potential to avoid unintended or unexpected harm to people during the provision of health care processes. They also can help identify crisis-related threats to a system and control the impacts. In addition, DTs ensure privacy, security, and real-time information access to all stakeholders. Furthermore, they are beneficial in empowering self-care abilities by enabling health management practices and providing high system efficiency levels by ensuring that health care facilities run smoothly and offer high-quality care to every patient.
The use of DTs for health care systems management is an emerging topic. This can be seen in the limited literature supporting this technology. However, DTs are increasingly being used to ensure patient safety and well-being in an organized system. Thus, further studies aiming to address the challenges of health care systems challenges and improve their performance should investigate the potential of DT technology. In addition, such technologies should embed human factors and ergonomics principles to ensure better design and more successful impact on patient and doctor experiences.
尽管大多数医疗保健数字孪生 (DT) 应用都出现在精准医学领域,但 DT 有可能支持整个医疗保健过程。DT(孪生系统、流程和产品)可用于优化流程、提高性能、改善健康结果,并最大限度地降低风险,改善患者、医生和其他利益相关者的体验。
本文旨在回顾 DT 系统、产品和流程的应用,并分析这些应用在改善医疗保健管理方面的潜力以及与这项新兴技术相关的挑战。
我们对文献进行了快速回顾,并报告了关于 DT 及其在医疗保健管理中的应用的现有研究。我们在五个数据库中搜索了 2002 年 1 月至 2022 年 1 月期间发表的同行评议研究,并纳入了以英语撰写的研究。我们排除了报告 DT 用于支持医疗保健实践(器官移植、精准医学等)的研究。研究根据它们从人为因素和系统工程角度为改善医疗保健用户体验所做的 DT 技术贡献进行了分析,同时考虑了影响类型(产品、流程或绩效/系统层面)。还总结了与 DT 采用相关的挑战。
与管理医疗保健系统相关的 DT 相关研究随着时间的推移一直在增长,从 2002 年的 0 项研究增长到 2022 年的 17 项,其中 2021 年发表了 7 项(N=17 项研究)。报告的研究结果按 DT 类型(系统:n=8;流程:n=5;产品:n=4)和它们的贡献或功能进行了分类。我们确定了 DT 在医疗保健管理中的四个主要功能,包括安全管理(n=3)、信息管理(n=2)、健康管理和促进健康(n=3)以及运营控制(n=9)。用于医疗保健系统管理的 DT 有可能避免在提供医疗保健流程过程中对人员造成意外或意外伤害。它们还可以帮助识别与系统相关的危机威胁,并控制其影响。此外,DT 确保所有利益相关者的隐私、安全和实时信息访问。此外,通过赋能健康管理实践和通过确保医疗保健设施平稳运行并为每位患者提供高质量的护理来提高系统效率水平,它们有益于增强自我护理能力。
DT 用于医疗保健系统管理是一个新兴话题。从支持这项技术的有限文献中可以看出这一点。然而,DT 越来越多地用于确保系统内患者的安全和福祉。因此,应该开展进一步的研究来解决医疗保健系统挑战并提高其性能,以调查 DT 技术的潜力。此外,此类技术应嵌入人为因素和人体工程学原则,以确保更好的设计和对患者和医生体验更成功的影响。