ArticleJMIR aging2025
Ethical and Quality of Care-Related Challenges of Digital Health Twins in Care Settings for Older Adults: Scoping Review.
Article in JMIR aging, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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
9 citing papers in PubMed.
- Perspectives of French community-dwelling older adults on the use of digital services: a qualitative study based on interviews.BMC geriatrics · 2026Article
- Embracing the Digital Revolution: How Artificial Intelligence is Transforming Clinical Trials in Older Participants.Drugs & aging · 2026Review
- Assessing the feasibility of solar-powered digital health infrastructure in rural and peri-urban Kenya: a mixed-methods study.Frontiers in digital health · 2026Article
- Patient misidentification and data integrity risks in ultrasound imaging: a case report using multi-framework incident analysis.Frontiers in health services · 2026Article
- Why digital health fails silently: a sociotechnical theory of health information technology-related risk.Frontiers in digital health · 2026Article
- The impact of training and education programs for healthcare professionals on video- and text-based consultations in ensuring healthcare quality: a scoping review.Frontiers in digital health · 2026Review
- Bridging the data-power paradox: a conceptual-empirical analysis of solar-powered digital health systems in low-resource settings.Frontiers in digital health · 2026Article
- Why health information technology safety problems remain invisible.Frontiers in digital health · 2026Article
- Opportunities and Challenges of Implementing Solar-Powered Digital Health in Low-Resource Settings: A Mixed-Methods Study.Inquiry : a journal of medical care organization, provision and financingArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Digital health twins (DHTs) have been evolving with their diverse applications in medicine, particularly in care settings for older adults, in response to the increasing demands of older adults. Despite its numerous benefits, the optimal implementation of DHTs has faced several challenges, particularly in terms of ethics and quality of care. Given the continuous rise in the need for such care and the evident potential for DHTs to meet these needs, this review seeks to identify and address the gaps in research knowledge to enhance DHT implementation. Objective: The review aims to compile and synthesize the best available evidence regarding the issues associated with quality of care, the ethical implications of DHTs, and the strategies undertaken to overcome those challenges in care settings for older adults. Methods: The review followed the Joanna Briggs Institute (JBI) methodology as a guide. The published studies were searched through CINAHL, MEDLINE, JBI, and Web of Science. The unpublished studies were searched through Mednar, Trove, OCLC WorldCat, and Dissertations and Theses. Studies published in English from 2016 were considered. This review included studies of older individuals (aged 60 years and older) undergoing care delivery associated with DHTs and respective care providers. The concept involved the application of technology, and the context included studies based on care settings for older adults. A broad scope of evidence, including quantitative, qualitative, text, and opinion studies, was considered. In addition, 2 independent reviewers screened the titles and abstracts and reviewed the full text. Results: The results will be presented in a PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) flow diagram. A total of 2 draft charting tables were developed and presented. A summary of the characteristics of the included studies was then described in terms of location, study sites, timing, participants, and outcomes measured or phenomena of interest. A result-based convergent (integrated) synthesis design was used to identify 5 key challenges. Those challenges included (1) data security and privacy concerns, (2) equity and accessibility of health care, (3) effectiveness concerning context, timing, and location, (4) ethical implications regarding autonomy, consent, and overdiagnosis, and (5) the impact of DHTs on health care workflows and provider workload. Conclusions: The studies reviewed reveal several critical characteristics regarding the implementation of DHT technologies and their associated ethical considerations, particularly in terms of safety, equity, timing, location, participant characteristics, and workflow impact. The implications of these challenges emphasize the necessity for more practical ethical guidelines and policy frameworks to mitigate the potential risks associated with DHT application in older care. Further research should be conducted to examine other dimensions of the quality of care, such as access, timeliness, acceptability, and appropriateness.
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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.