SynthesisInternational journal of medical informatics2013
Framing the evidence for health smart homes and home-based consumer health technologies as a public health intervention for independent aging: a systematic review.
Synthesis in International journal of medical informatics, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers, 6 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
52 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Clinical Outcomes of Passive Sensors in Remote Monitoring: A Systematic Review.Sensors (Basel, Switzerland) · 2025Pooled it
- Routine Health Information Systems in the European Context: A Systematic Review of Systematic Reviews.International journal of environmental research and public health · 2021Pooled it
- Sensor-Based mHealth Authentication for Real-Time Remote Healthcare Monitoring System: A Multilayer Systematic Review.Journal of medical systems · 2019Pooled it
- Real-Time Remote Health Monitoring Systems Using Body Sensor Information and Finger Vein Biometric Verification: A Multi-Layer Systematic Review.Journal of medical systems · 2018Pooled it
- Systematic Review of Real-time Remote Health Monitoring System in Triage and Priority-Based Sensor Technology: Taxonomy, Open Challenges, Motivation and Recommendations.Journal of medical systems · 2018Pooled it
- Visualization approaches to support healthy aging: A systematic review.Journal of innovation in health informatics · 2016Pooled it
- Remote activity monitoring for family caregivers of persons living with dementia: a mixed methods, randomized controlled evaluation.BMC geriatrics · 2021Trial
- Six-Month Effectiveness of Remote Activity Monitoring for Persons Living With Dementia and Their Family Caregivers: An Experimental Mixed Methods Study.The Gerontologist · 2019Trial
- Development and Validation of Machine Learning Models for Predicting Early Cognitive Decline Using Home Sensor-Derived Behavioral Data: Sensors in-Home for Elder Wellbeing (SINEW) Cohort Study.JMIR research protocols · 2026Article
- How smart companions reshape psychological well-being in later life: the role of artificial intelligence technology in mental health during senior years.BMC public health · 2026Article
- Using artificial intelligence for systematic review: the example of elicit.BMC medical research methodology · 2025Article
- Digital Home-Based Self-Monitoring System for People with Heart Failure: Protocol for Development of SmartHeart and Evaluation of Feasibility and Acceptability.JMIR research protocols · 2025Article
- The adoption of assistive smart home technology and health-related quality of life among older adults: the moderating role of depressive symptoms.Frontiers in public health · 2025Article
- Characteristics and Range of Reviews About Technologies for Aging in Place: Scoping Review of Reviews.JMIR aging · 2024Article
- Retrospective observational study of a novel smartphone app on the management of patients with mild cognitive impairment or mild dementia.Frontiers in digital health · 2023Article
- Technology adoption review for ageing well: analysis of technical solutions.Frontiers in public health · 2023Review
- A study on community older people's willingness to use smart home-an extended technology acceptance model with intergenerational relationships.Frontiers in public health · 2023Article
- Evidence and User Considerations of Home Health Monitoring for Older Adults: Scoping Review.JMIR aging · 2022Article
- The Acceptance Behavior of Smart Home Health Care Services in South Korea: An Integrated Model of UTAUT and TTF.International journal of environmental research and public health · 2022Article
- The Application and Prospect of Mobile Health (mHealth) in Health Service for Older People Living Alone in Community: A Narrative Review.Iranian journal of public health · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
Abstract
introductionThere is a critical need for public health interventions to support the independence of older adults as the world's population ages. Health smart homes (HSH) and home-based consumer health (HCH) technologies may play a role in these interventions.
methodsWe conducted a systematic review of HSH and HCH literature from indexed repositories for health care and technology disciplines (e.g., MEDLINE, CINAHL, and IEEE Xplore) and classified included studies according to an evidence-based public health (EBPH) typology.
resultsOne thousand, six hundred and thirty-nine candidate articles were identified. Thirty-one studies from the years 1998-2011 were included. Twenty-one included studies were classified as emerging, 10 as promising and 3 as effective (first tier).
conclusionThe majority of included studies were published in the period beginning in the year 2005. All 3 effective (first tier) studies and 9 of 10 of promising studies were published during this period. Almost all studies included an activity sensing component and most of them used passive infrared motion sensors. The three effective (first tier) studies all used a multicomponent technology approach that included activity sensing, reminders and other technologies tailored to individual preferences. Future research should explore the use of technology for self-management of health by older adults; social support; and self-reported health measures incorporated into personal health records, electronic medical records, and community health registries.
Indexed as
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.