ReviewAging clinical and experimental research2021
Internet of things (IoT) applications for elderly care: a reflective review.
Review in Aging clinical and experimental research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
50 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Clinical information system (CIS) implementation in developing countries: requirements, success factors, and recommendations.Journal of the American Medical Informatics Association : JAMIA · 2023Pooled it
- Health-Related Indicators Measured Using Earable Devices: Systematic Review.JMIR mHealth and uHealth · 2022Pooled it
- Scalable and energy efficient hybrid cryptographic framework for IoT security using advanced symmetric and asymmetric techniques.Scientific reports · 2026Article
- Understanding smart health and elderly care implementation in China: a qualitative TOE-C framework analysis of 24 cases.BMC geriatrics · 2026Article
- Evaluation methods of internet of things in nursing care interventions for older adults: a scoping review protocol.BMJ open · 2025Article
- Towards Sensor-Based Mobility Assessment for Older Adults: A Multimodal Framework Integrating PoseNet Gait Dynamics and InBody Composition.Sensors (Basel, Switzerland) · 2025Article
- Artificial Intelligence and Assistive Robotics in Healthcare Services: Applications in Silver Care.International journal of environmental research and public health · 2025Review
- Fueling the development of elderly care services in China with digital technology: A provincial panel data analysis.Heliyon · 2025Article
- Article
- [The effect of an internet of things-based mobile health management application for older adults depending on user engagement in South Korea: a secondary analysis of a quasi-experimental study].Journal of Korean biological nursing science · 2025Article
- Community-Driven Development of the Chalerm App: A Mobile Health Application for Chronic Disease Management and Elderly Care in Southern Thailand.Journal of multidisciplinary healthcare · 2025Article
- Physical and mental health management for the older adult using XGBoost algorithm supported by new media technology: developing personalized health intervention plans using healthcare data from the CLHLS database.Frontiers in public health · 2025Article
- Comprehensive analysis of Australia's aged care system to inform policies for a sustainable future.Frontiers in public health · 2025Article
- Developing Independent Living Support for Older Adults Using Internet of Things and AI-Based Systems: Co-Design Study.JMIR aging · 2024Article
- Machine learning cryptography methods for IoT in healthcare.BMC medical informatics and decision making · 2024Article
- Exercise Promotion System for Single Households Based on Agent-Oriented IoT Architecture.Sensors (Basel, Switzerland) · 2024Article
- ScalableDigitalHealth (SDH): An IoT-Based Scalable Framework for Remote Patient Monitoring.Sensors (Basel, Switzerland) · 2024Article
- Characteristics and Range of Reviews About Technologies for Aging in Place: Scoping Review of Reviews.JMIR aging · 2024Article
- The expectations and acceptability of a smart nursing home model among Chinese older adults: a mixed methods study.BMC nursing · 2024Article
- Enhancing Health Equity by Predicting Missed Appointments in Health Care: Machine Learning Study.JMIR medical informatics · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Increasing in elderly population put extra pressure on healthcare systems globally in terms of operational costs and resources. To minimize this pressure and provide efficient healthcare services, the application of the Internet of Things (IoT) and wearable technology could be promising. These technologies have the potential to improve the quality of life of the elderly population while reducing strain on healthcare systems and minimizing their operational cost. Although IoT and wearable applications for elderly healthcare purposes were reviewed previously, there is a further need to summarize their current applications in this fast-developing area. This paper provides a comprehensive overview of IoT and wearable technologies' applications including the types of data collected and the types of devices for elderly healthcare. This paper provides insights into existing areas of IoT/wearable applications while presenting new research opportunities in emerging areas of applications, such as robotic technology and integrated applications. The analysis in this paper could be useful to healthcare solution designers and developers in defining technology supported futuristic healthcare strategies to serve elderly people and increasing their quality of life.
Indexed as
Identifiers
32277435What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.