School of Nursing, University of Michigan, Ann Arbor, MI, United States.
School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, United States.
JMIR Mhealth Uhealth. 2022 Mar 10;10(3):e35157. doi: 10.2196/35157.
Accurate measurement and monitoring of patient medication adherence is a global challenge because of the absence of gold standard methods for adherence measurement. Recent attention has been directed toward the adoption of technologies for medication adherence monitoring, as they provide the opportunity for continuous tracking of individual medication adherence behavior. However, current medication adherence monitoring technologies vary according to their technical features and data capture methods, leading to differences in their respective advantages and limitations. Overall, appropriate criteria to guide the assessment of medication adherence monitoring technologies for optimal adoption and use are lacking.
This study aims to provide a narrative review of current medication adherence monitoring technologies and propose a set of technology assessment criteria to support technology development and adoption.
A literature search was conducted on PubMed, Scopus, CINAHL, and ProQuest Technology Collection (2010-present) using the combination of keywords medication adherence, measurement technology, and monitoring technology. The selection focused on studies related to medication adherence monitoring technology and its development and use. The technological features, data capture methods, and potential advantages and limitations of the identified technology applications were extracted. Methods for using data for adherence monitoring were also identified. Common recurring elements were synthesized as potential technology assessment criteria.
Of the 3865 articles retrieved, 98 (2.54%) were included in the final review, which reported a variety of technology applications for monitoring medication adherence, including electronic pill bottles or boxes, ingestible sensors, electronic medication management systems, blister pack technology, patient self-report technology, video-based technology, and motion sensor technology. Technical features varied by technology type, with common expectations for using these technologies to accurately monitor medication adherence and increase adoption in patients' daily lives owing to their unobtrusiveness and convenience of use. Most technologies were able to provide real-time monitoring of medication-taking behaviors but relied on proxy measures of medication adherence. Successful implementation of these technologies in clinical settings has rarely been reported. In all, 28 technology assessment criteria were identified and organized into the following five categories: development information, technology features, adherence to data collection and management, feasibility and implementation, and acceptability and usability.
This narrative review summarizes the technical features, data capture methods, and various advantages and limitations of medication adherence monitoring technology reported in the literature and the proposed criteria for assessing medication adherence monitoring technologies. This collection of assessment criteria can be a useful tool to guide the development and selection of relevant technologies, facilitating the optimal adoption and effective use of technology to improve medication adherence outcomes. Future studies are needed to further validate the medication adherence monitoring technology assessment criteria and construct an appropriate technology assessment framework.
由于缺乏测量药物依从性的金标准方法,准确测量和监测患者的药物依从性是一个全球性挑战。最近,人们开始关注采用药物依从性监测技术,因为这些技术为个体药物依从性行为的连续跟踪提供了机会。然而,目前的药物依从性监测技术因其技术特点和数据采集方法的不同而有所不同,因此各自的优势和局限性也不同。总体而言,缺乏指导药物依从性监测技术评估的适当标准,以实现最佳采用和使用。
本研究旨在对当前的药物依从性监测技术进行叙述性综述,并提出一套技术评估标准,以支持技术的开发和采用。
在 PubMed、Scopus、CINAHL 和 ProQuest Technology Collection(2010 年至今)上进行了文献检索,使用了“药物依从性、测量技术和监测技术”这三个关键词的组合。选择重点是与药物依从性监测技术及其开发和使用相关的研究。提取了所确定技术应用的技术特征、数据采集方法以及潜在的优势和局限性。还确定了用于药物依从性监测的数据使用方法。将常见的重复元素综合为潜在的技术评估标准。
在检索到的 3865 篇文章中,最终综述纳入了 98 篇(2.54%),其中报道了各种用于监测药物依从性的技术应用,包括电子药瓶或药盒、可摄入传感器、电子药物管理系统、泡罩包装技术、患者自我报告技术、基于视频的技术和运动传感器技术。技术特征因技术类型而异,这些技术通常都期望能够准确监测药物服用行为,并因使用方便而提高患者日常生活中的采用率。大多数技术都能够实时监测药物使用行为,但依赖于药物依从性的替代指标。这些技术在临床环境中的成功实施很少有报道。总之,确定了 28 项技术评估标准,并将其组织成以下五个类别:发展信息、技术特点、数据收集和管理的依从性、可行性和实施、可接受性和可用性。
本叙述性综述总结了文献中报道的药物依从性监测技术的技术特点、数据采集方法以及各种优势和局限性,以及评估药物依从性监测技术的建议标准。这套评估标准可以作为指导相关技术开发和选择的有用工具,促进药物依从性改善结果的最佳采用和有效使用。需要进一步的研究来验证药物依从性监测技术评估标准,并构建适当的技术评估框架。