ArticleNursing research
Passive sensor technology interface to assess elder activity in independent living.
Article in Nursing research. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 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
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 43 citations in OpenAlex.
- 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
- Renegotiating autonomy and safety: disentangling tensions emerging for older adults living with smart monitoring systems.npj health systems · 2026Article
- Perspectives of Older Adults on Assistive Technology: Qualitative Study.JMIR human factors · 2025Article
- Real-World Challenges of Using Assisted Living Technologies across Different Australian Aged Care Settings: A Qualitative Study of User Experiences.Applied clinical informatics · 2025Article
- Behavioral Markers in Older Adults During COVID-19 Confinement: Secondary Analysis of In-Home Sensor Data.JMIR mHealth and uHealth · 2025Article
- Trends and Effectiveness of ICT Interventions for the Elderly to Reduce Loneliness: A Systematic Review.Healthcare (Basel, Switzerland) · 2021Review
- Issues Associated With the Management and Governance of Sensor Data and Information to Assist Aging in Place: Focus Group Study With Health Care Professionals.JMIR mHealth and uHealth · 2020Article
- Visioning the Future of Gerontological Digital Social Work.Journal of gerontological social work · 2020Review
- Advancing health information technology roadmaps in long term care.International journal of medical informatics · 2020Review
- Review
- Generating sensor data summaries to communicate change in elders' health status.Applied clinical informatics · 2014Article
- Assessing older adults' perceptions of sensor data and designing visual displays for ambient environments. An exploratory study.Methods of information in medicine · 2014Article
- Nursing informatics: decades of contribution to health informatics.Healthcare informatics research · 2013Article
- Decision support at home (DS@HOME)--system architectures and requirements.BMC medical informatics and decision making · 2012Review
- Automated technology to speed recognition of signs of illness in older adults.Journal of gerontological nursing · 2012Article
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 at 1 institution in 2 countries.
Funding
Abstract
backgroundThe effectiveness of clinical information systems to improve nursing and patient outcomes depends on human factors, including system usability, organizational workflow, and user satisfaction.
objectiveThe aim of this study was to examine to what extent residents, family members, and clinicians find a sensor data interface used to monitor elder activity levels usable and useful in an independent living setting.
methodsThree independent expert reviewers conducted an initial heuristic evaluation. Subsequently, 20 end users (5 residents, 5 family members, 5 registered nurses, and 5 physicians) participated in the evaluation. During the evaluation, each participant was asked to complete three scenarios taken from three residents. Morae recorder software was used to capture data during the user interactions.
resultsThe heuristic evaluation resulted in 26 recommendations for interface improvement; these were classified under the headings content, aesthetic appeal, navigation, and architecture, which were derived from heuristic results. Total time for elderly residents to complete scenarios was much greater than for other users. Family members spent more time than clinicians but less time than residents did to complete scenarios. Elder residents and family members had difficulty interpreting clinical data and graphs, experienced information overload, and did not understand terminology. All users found the sensor data interface useful for identifying changing resident activities. DISCUSSION: Older adult users have special needs that should be addressed when designing clinical interfaces for them, especially information as important as health information. Evaluating human factors during user interactions with clinical information systems should be a requirement before implementation.
Indexed as
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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.