ReviewFrontiers in neuroscience2023
Research status of elderly-care robots and safe human-robot interaction methods.
Review in Frontiers in neuroscience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 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
14 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Exploring fear in human-robot interaction: a scoping review of older adults' experiences with social robots.Frontiers in robotics and AI · 2025Pooled it
- Promoting healthy aging in a digital world: leveraging technology for enhanced elderly care and wellbeing.Frontiers in aging · 2026Review
- Factors Associated With the Level of Trust in Health Information Robots Among the General Population From a Socioecological Model Perspective: Network Analysis.Journal of medical Internet research · 2025Article
- The Multi-Agentization of a Dual-Arm Nursing Robot Based on Large Language Models.Bioengineering (Basel, Switzerland) · 2025Article
- Patterns and Trends in Global Nursing Robotics Research: A Bibliometric Study.Journal of nursing management · 2025Review
- Robotic support for older adults with cognitive and mobility impairments.Frontiers in robotics and AI · 2025Article
- Designing for flourishing: a conceptual model for enhancing older adults' well-being with social robots.Frontiers in robotics and AI · 2025Article
- A novel intelligent physiotherapy robot based on dynamic acupoint recognition method.Frontiers in neurorobotics · 2025Article
- Real-time human-robot interaction and service provision using hybrid intelligent computing framework.PloS one · 2025Article
- Lightweight Two-Layer Control Architecture for Human-Following Robot.Sensors (Basel, Switzerland) · 2024Article
- Knowledge and attitudes toward artificial intelligence in nursing among various categories of professionals in China: a cross-sectional study.Frontiers in public health · 2024Article
- SHARA-WoZ: A multistakeholder framework to evaluate socially assistive robots thought Wizard of the Oz methods.Digital healthArticle
- Article
- Effectiveness and usability of care robots in supporting older adults living with frailty: A systematic review.Digital healthReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Faced with the increasingly severe global aging population with fewer children, the research, development, and application of elderly-care robots are expected to provide some technical means to solve the problems of elderly care, disability and semi-disability nursing, and rehabilitation. Elderly-care robots involve biomechanics, computer science, automatic control, ethics, and other fields of knowledge, which is one of the most challenging and most concerned research fields of robotics. Unlike other robots, elderly-care robots work for the frail elderly. There is information exchange and energy exchange between people and robots, and the safe human-robot interaction methods are the research core and key technology. The states of the art of elderly-care robots and their various nursing modes and safe interaction methods are introduced and discussed in this paper. To conclude, considering the disparity between current elderly care robots and their anticipated objectives, we offer a comprehensive overview of the critical technologies and research trends that impact and enhance the feasibility and acceptance of elderly care robots. These areas encompass the collaborative assistance of diverse assistive robots, the establishment of a novel smart home care model for elderly individuals using sensor networks, the optimization of robot design for improved flexibility, and the enhancement of robot acceptability.
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.