ArticleHealthcare (Basel, Switzerland)2023
Robots for Elderly Care: Review, Multi-Criteria Optimization Model and Qualitative Case Study.
Article in Healthcare (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 5 of them syntheses that pooled it.
What it found
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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
29 citing papers in PubMed, 5 syntheses or guidelines pooled it, 80 citations in OpenAlex.
- "First, do no harm" in the digital era: examining the practicality of the European Health Data Space proposal and ethical implications of artificial intelligence: A systematic literature review.BMC medical ethics · 2026Pooled it
- Patient and Carer-Related Facilitators and Barriers to the Adoption of Assistive Technologies for the Care of Older Adults: Systematic Review.JMIR aging · 2025Pooled it
- Social robots in adult psychiatry: a summary of utilisation and impact.Frontiers in psychiatry · 2025Pooled it
- Exploring fear in human-robot interaction: a scoping review of older adults' experiences with social robots.Frontiers in robotics and AI · 2025Pooled it
- Conventions and research challenges in considering trust with socially assistive robots for older adults.Frontiers in robotics and AI · 2025Pooled it
- Generational Differences in the Acceptance of Care Robots Among Portuguese Adults: Evidence from the Almere Model, ADL and IADL Frameworks.Healthcare (Basel, Switzerland) · 2026Article
- An Evidence-Tiered Biomimetic Design Space Workflow for the Conceptual Design of Elderly-Care Robots.Biomimetics (Basel, Switzerland) · 2026Article
- User requirements for an emotion-intelligent autonomous care robot in long-term care.European geriatric medicine · 2026Article
- What social and environmental considerations are important for socially assistive robotic adoption for pre-frail older adults at home: a scoping review, life cycle assessment and survey.BMC geriatrics · 2026Article
- Detection of depression risk among older adults using home-deployed socially assistive robots: a real-world study.Frontiers in psychiatry · 2026Article
- Living with a robot at home: the complexity of living with assistive robots in everyday life.Frontiers in dementia · 2026Article
- Are caregivers for older adults satisfied with the care robots in the workplace? A cross-sectional study in China.Frontiers in public health · 2026Article
- Navigating the future of artificial intelligence technologies for improving the care of older adults.Innovation in aging · 2025Article
- Independent Living for Older Adults with Cognitive Impairment: A Narrative Review of Stakeholder Perceptions and Experiences with Assistive and Socially Assistive Robots.Journal of ageing and longevity · 2025Article
- Promises and perils of generative artificial intelligence: a narrative review informing its ethical and practical applications in clinical exercise physiology.BMC sports science, medicine & rehabilitation · 2025Review
- HEalthcare Robotics' ONtology (HERON): An Upper Ontology for Communication, Collaboration and Safety in Healthcare Robotics.Healthcare (Basel, Switzerland) · 2025Article
- Perceptions and Experiences of Caregiver-Employees, Employers, and Health Care Professionals With Caregiver-Friendly Workplace Policy in Hong Kong: Thematic Analysis.Interactive journal of medical research · 2025Article
- Perceptions of the Furhat social robot administering a mental health assessment: a pilot mixed-method exploration.Frontiers in robotics and AI · 2025Article
- The attitudes and acceptance of functional assistive robots among older adults with disabilities: a mixed-methods study.Innovation in aging · 2025Article
- A study on the relationship between technological affordance of age-appropriate smart wearable devices and the well-being of older adults.Frontiers in public health · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 3 institutions in 3 countries.
Funding
Abstract
This paper focuses on three areas: the first is a review of current knowledge about social and service robots for elderly care. The second is an optimization conceptual model aimed at maximizing the efficiency of assigning robots to serve the elderly. The proposed multi-criteria optimization model is the first one proposed in the area of optimization for robot assignment for the elderly with robot utilization level and caregiver stress level. The third is the findings of studies on the needs, requirements, and adoption of technology in elderly care. We consider the use of robots as a part of the ENRICHME project for long-term interaction and monitoring of older persons with mild cognitive impairment, to optimize their independence. Additionally, we performed focus group discussions (FGD) to collect opinions about robot-related requirements of the elderly and their caregivers. Four FDGs of six persons were organized: two comprising older adults, and two of the other formal and informal caregivers, based on a detailed script. The statements of older participants and their caregivers were consistent in several areas. The analysis revealed user characteristics, robot-related issues, functionality, and barriers to overcome before the deployment of the robot. An introduction of the robot must be thoroughly planned, include comprehensive pre-training, and take the ethical and practical issues into account. The involvement of future users in the customization of the robot is essential.
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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.