ReviewSensors (Basel, Switzerland)2017
Smart Homes for Elderly Healthcare-Recent Advances and Research Challenges.
Review in Sensors (Basel, Switzerland), 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 119 papers, 10 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
119 citing papers in PubMed, 10 syntheses or guidelines pooled it.
- Smart Home Advancements for Health Care and Beyond: Systematic Review of Two Decades of User-Centric Innovation.Journal of medical Internet research · 2025Pooled it
- Benefits and barriers associated with the use of smart home health technologies in the care of older persons: a systematic review.BMC geriatrics · 2024Pooled it
- Digital technologies as solutions to China's aging population: a systematic review of their opportunities and challenges in rural development.Frontiers in public health · 2024Pooled it
- Mapping ethical issues in the use of smart home health technologies to care for older persons: a systematic review.BMC medical ethics · 2023Pooled it
- Can Smart Home Technologies Help Older Adults Manage Their Chronic Condition? A Systematic Literature Review.International journal of environmental research and public health · 2023Pooled it
- Delivering Digital Healthcare for Elderly: A Holistic Framework for the Adoption of Ambient Assisted Living.International journal of environmental research and public health · 2022Pooled it
- Access to Geriatric Disability Care in India: A Roadmap for Research.International journal of environmental research and public health · 2022Pooled it
- Towards Privacy-Preserved Aging in Place: A Systematic Review.Sensors (Basel, Switzerland) · 2021Pooled it
- Recognition of Bathroom Activities in Older Adults Using Wearable Sensors: A Systematic Review and Recommendations.Sensors (Basel, Switzerland) · 2021Pooled it
- Systems approach to health service design, delivery and improvement: a systematic review and meta-analysis.BMJ open · 2021Pooled it
- Technology-Enhanced Health Care in Smart Homes: Scoping Review of Sensor Technologies, Clinical Applications, Integration Challenges, and Future Directions.JMIR medical informatics · 2026Article
- Enabling Scalable Real-Time Sensor Stream Processing Across Decentralized Privacy-Preserving Storage Solutions.Sensors (Basel, Switzerland) · 2026Article
- Consumer Preferences for AI-Based Smart Home Medical Emergency Detection Among German Adults: Choice-Based Conjoint Analysis.JMIR AI · 2026Article
- Mapping Ethical Blind Spots in the Use of New Technologies to Support Elder Care.Journal of bioethical inquiry · 2026Article
- Gerontechnology Acceptance in Thai Older Adult Care Facilities-Sensor Network and Machine Learning Adoption: Mixed Methods Study.JMIR formative research · 2026Article
- Indoor Mobility Patterns Measured by PIR Sensors for Classifying Health-Related Quality of Life in Older Adults Using Machine Learning.Sensors (Basel, Switzerland) · 2026Article
- Routine-Deviation Detection in Smart-Home Sensor Networks Using GRU Prediction.Sensors (Basel, Switzerland) · 2026Article
- Intelligent fall risk prediction and real-time warning system for elderly care based on multimodal deep learning and wearable sensor fusion.Scientific reports · 2026Article
- The association between smart elderly care and subjective well-being among older adults in China: the mediating roles of health status and social activities.BMC geriatrics · 2026Article
- Investigating perceived barriers to health care utilization among the elderly covered by Abadan University of Medical Sciences.Journal of education and health promotion · 2026Article
59 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Advancements in medical science and technology, medicine and public health coupled with increased consciousness about nutrition and environmental and personal hygiene have paved the way for the dramatic increase in life expectancy globally in the past several decades. However, increased life expectancy has given rise to an increasing aging population, thus jeopardizing the socio-economic structure of many countries in terms of costs associated with elderly healthcare and wellbeing. In order to cope with the growing need for elderly healthcare services, it is essential to develop affordable, unobtrusive and easy-to-use healthcare solutions. Smart homes, which incorporate environmental and wearable medical sensors, actuators, and modern communication and information technologies, can enable continuous and remote monitoring of elderly health and wellbeing at a low cost. Smart homes may allow the elderly to stay in their comfortable home environments instead of expensive and limited healthcare facilities. Healthcare personnel can also keep track of the overall health condition of the elderly in real-time and provide feedback and support from distant facilities. In this paper, we have presented a comprehensive review on the state-of-the-art research and development in smart home based remote healthcare technologies.
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What 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.