SynthesisJournal of medical Internet research2025
Smart Home Advancements for Health Care and Beyond: Systematic Review of Two Decades of User-Centric Innovation.
Synthesis in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis 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
5 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Wearable Technology, Smart Home Systems, and Mobile Apps for the Self‑Management of Patient Outcomes in Dementia Care: Systematic Review.Journal of medical Internet research · 2025Pooled it
- AI-Based Measurement Tools for Intrinsic Capacity in Older Adults: Scoping Review.Journal of medical Internet research · 2026Article
- Technology-Enhanced Health Care in Smart Homes: Scoping Review of Sensor Technologies, Clinical Applications, Integration Challenges, and Future Directions.JMIR medical informatics · 2026Article
- Factors Affecting Universal Access to Smart Home Technologies Among Older Adults Living Alone: A Privacy-Safety Trade-Off Perspective.Healthcare (Basel, Switzerland) · 2026Article
- Design of a user-centered intelligent shoe cabinet for smart home hygiene using Kano-AHP-TRIZ.Scientific reports · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe rapid advancement of Internet of Things and artificial intelligence technologies has driven significant growth in the demand for smart home products, with household penetration projected to increase from 77.6% in 2025 to 92.5% in 2029. Despite this growth, much of the existing research adopts a technology-push approach, focusing primarily on user adoption and acceptance from the perspective of technology providers rather than addressing the evolving needs and experiences of users.
objectiveThis study seeks to bridge this gap by conducting a comprehensive review of 20 years of smart home literature (2000-2023) using bibliometric and thematic analysis. The objective is to align future research with user needs and market trends by examining technology, user behavior, and service perspectives to inform academic and industry developments.
methodsThe analysis was carried out in four steps: (1) collecting 5981 abstracts from the Web of Science database (from 2000 to the first half of 2023), (2) preprocessing and refining the data, (3) applying topic modeling to 1003 selected papers, and (4) combining bibliometric network analysis with qualitative, in-depth interpretation.
resultsThis study identified 110 key topics across 4 distinct periods, providing insights into 2 decades of advancements in technology, applications, and user-centered research. The findings illustrate the progression of smart home technologies from wireless networks to Internet of Things and artificial intelligence, the expansion of services from basic monitoring to applications such as energy management and health care, and a shift in user profiles from early adopters to underserved populations. The study highlights the limitations of the technology-push approach and underscores the importance of understanding diverse user groups and improving user experiences. It also emphasizes the potential of ambient intelligence environments to intuitively adapt to the health and lifestyle needs of all residents, simplifying and enriching daily life.
conclusionsThis research delivers valuable academic and practical insights into the evolution of the smart home domain, showcasing a shift from technology-push strategies to user-centered approaches. By prioritizing user satisfaction and quality of life-especially in health care-the findings open new commercial opportunities and pave the way for innovative, real-world smart home solutions tailored to contemporary user needs.
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Identifiers
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.