Belabbaci Nazim A, Anaadumba Raphael, Alam Mohammad Arif Ul
Miner School of Computer & Information Sciences, University of Massachusetts Lowell, Lowell, MA, United States.
National Institute on Aging, NIH, Bethesda, MD, United States.
JMIR Mhealth Uhealth. 2025 Jun 13;13:e60569. doi: 10.2196/60569.
Monitoring hydration is crucial for maintaining health and preventing dehydration. Despite the potential of wearable devices for continuous hydration monitoring, health research hasn't fully explored this application, and clear design guidelines are absent. This scoping review aimed to address this gap by analyzing current research trends and assessing the potential impact of wearable technologies for hydration monitoring.
This review comprehensively examined recent advancements in wearable hydration-monitoring technologies, focusing on their capabilities, limitations, and research and prototype designs. It explored various sensors and technologies used to track hydration, compared their advantages and disadvantages, identified trends in wearable hydration-monitoring devices, evaluated their accuracy and reliability against established benchmarks, and reviewed commercially available products to bridge research findings and practical applications.
Following the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines, we systematically searched PubMed, IEEE Xplore, and Google Scholar for studies (2014-2024) on noninvasive wearable devices that used physiological biomarkers. Validation with human participants or comparisons with gold standards was required. Data extraction covered study characteristics, sensor technologies, validation methods, and commercial product analysis. In addition to academic research papers, gray literature was included through a Google Scholar search to investigate commercial products in the field of hydration monitoring. This approach ensured a broader perspective on technological advancements and market trends.
The review synthesized 63 articles selected from 156 included for full-text analysis. The literature was categorized based on sensor types, including electrical, optical, thermal, microwave, and multimodal sensors. Most studies (47/63, 75%) examined the effects of hydration on physiological parameters, with some (16/63, 25%) focusing on hydration status during physical activity or in specific environmental conditions. Commercially available products from 8 companies were also evaluated for their technological features, functionalities, and applications. The dominance of electrical sensors in research was highlighted due to their ease of use and integration into wearable devices. While fewer in number, optical sensors demonstrated higher precision and provided molecular-level insights. The emergence of multimodal sensors suggests a trend toward combining technologies to improve accuracy, as reflected by their increasing publication share. Other sensors, such as thermal and microwave-based sensors, occupied specialized niches. The growing acceptance of optical-based wearables in the market reflects their cost-to-precision effectiveness.
Wearable hydration-monitoring devices provide real-time assessments of hydration status, but challenges remain in ensuring their reliability, accuracy, and applicability across diverse populations and conditions. Future directions for research include standardized protocols, extensive clinical trials, sensor miniaturization, and enhanced wearability. Multimodal systems that integrate various sensors with artificial intelligence-driven analysis hold promise for personalized hydration management. This review offers detailed insights into the strengths and challenges of sensor technologies, paving the way for practical skin hydration-monitoring solutions.
监测水合作用对于维持健康和预防脱水至关重要。尽管可穿戴设备具有持续监测水合作用的潜力,但健康研究尚未充分探索这一应用,且缺乏明确的设计指南。本范围综述旨在通过分析当前研究趋势和评估可穿戴技术在水合作用监测方面的潜在影响来填补这一空白。
本综述全面研究了可穿戴水合作用监测技术的最新进展,重点关注其功能、局限性以及研究和原型设计。它探索了用于跟踪水合作用的各种传感器和技术,比较了它们的优缺点,确定了可穿戴水合作用监测设备的趋势,根据既定基准评估了其准确性和可靠性,并审查了市售产品以弥合研究结果与实际应用之间的差距。
遵循PRISMA - ScR(系统评价和Meta分析扩展的范围综述的首选报告项目)指南,我们系统地在PubMed、IEEE Xplore和谷歌学术上搜索了2014 - 2024年关于使用生理生物标志物的非侵入式可穿戴设备的研究。需要有人类参与者的验证或与金标准的比较。数据提取涵盖研究特征、传感器技术、验证方法和商业产品分析。除了学术研究论文外,还通过谷歌学术搜索纳入了灰色文献,以调查水合作用监测领域的商业产品。这种方法确保了对技术进步和市场趋势有更广泛的视角。
该综述综合了从156篇纳入全文分析的文章中选出的63篇文章。文献根据传感器类型进行分类,包括电学、光学、热学、微波和多模态传感器。大多数研究(47/63,75%)研究了水合作用对生理参数的影响,一些研究(16/63,25%)关注体育活动期间或特定环境条件下的水合状态。还评估了8家公司的市售产品的技术特征、功能和应用。电学传感器在研究中占主导地位,因为它们易于使用且可集成到可穿戴设备中。光学传感器数量较少,但显示出更高的精度并能提供分子水平的见解。多模态传感器的出现表明了一种将技术结合以提高准确性的趋势,其发表份额不断增加就反映了这一点。其他传感器,如基于热学和微波的传感器,占据了特定的细分领域。基于光学的可穿戴设备在市场上越来越被接受,这反映了它们在成本与精度方面的有效性。
可穿戴水合作用监测设备可提供水合状态的实时评估,但在确保其在不同人群和条件下的可靠性、准确性和适用性方面仍存在挑战。未来的研究方向包括标准化协议、广泛的临床试验、传感器小型化和增强的可穿戴性。将各种传感器与人工智能驱动的分析相结合的多模态系统有望实现个性化的水合作用管理。本综述详细介绍了传感器技术的优势和挑战,为实用的皮肤水合作用监测解决方案铺平了道路。