ReviewSensors (Basel, Switzerland)2019
A Technological Review of Wearable Cueing Devices Addressing Freezing of Gait in Parkinson's Disease.
Review in Sensors (Basel, Switzerland), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 43 papers, 4 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.
Digital Wearable Walking Aid for Freezing of Gait in Parkinson´s Disease
CuePD: Investigating the Effect of Personalised Auditory Cueing on Gait in Parkinson's Disease
Who cites it
43 citing papers in PubMed, 4 syntheses or guidelines pooled it, 94 citations in OpenAlex.
- Efficacy of repeated external cueing training on freezing of gait and gait performance in Parkinson's disease: a systematic review and meta-analysis.Frontiers in aging neuroscience · 2026Pooled it
- Insights into Parkinson's Disease-Related Freezing of Gait Detection and Prediction Approaches: A Meta Analysis.Sensors (Basel, Switzerland) · 2024Pooled it
- Wearable Solutions for Patients with Parkinson's Disease and Neurocognitive Disorder: A Systematic Review.Sensors (Basel, Switzerland) · 2020Pooled it
- The Role of Architecture and Design in the Management of Parkinson's Disease: A Systematic Review.Journal of Parkinson's disease · 2020Pooled it
- Feasibility of Real-Time Autonomous Functional Electrical Stimulation for Freezing of Gait.The European journal of neuroscience · 2026Article
- Article
- ParCuR-A Novel AI-Enabled Gait Cueing Wearable for Patients with Parkinson's Disease.Sensors (Basel, Switzerland) · 2025Article
- Freezing of gait detection: The effect of sensor type, position, activities, datasets, and machine learning model.Journal of Parkinson's disease · 2025Article
- On-Demand Cueing Sensitive to Step Variability: Understanding Its Impact on Gait of Individuals With Parkinson's Disease.IEEE journal of translational engineering in health and medicine · 2025Article
- Wearable Online Freezing of Gait Detection and Cueing System.Bioengineering (Basel, Switzerland) · 2024Article
- Vibrotactile Foot Device for Freezing of Gait in Parkinson's Disease: A Pilot Study.Movement disorders clinical practice · 2024Article
- The effects of laser cane cues on the freezing of gait of Parkinson's disease patients: can increasing the laser light beam width play a role?Acta neurologica Belgica · 2024Article
- Impacts of gait freeze on quality of life in Parkinson's disease, from the perspectives of patients and their carers.Irish journal of medical science · 2024Article
- Detection and prediction of freezing of gait with wearable sensors in Parkinson's disease.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2024Review
- Gait-modifying effects of augmented-reality cueing in people with Parkinson's disease.Frontiers in neurology · 2024Article
- On-Demand Gait-Synchronous Electrical Cueing in Parkinson's Disease Using Machine Learning and Edge Computing: A Pilot Study.IEEE open journal of engineering in medicine and biology · 2024Article
- The effect of tactile cueing on dual task performance in Parkinson's disease. A systematic review and meta-analysis.Clinical parkinsonism & related disorders · 2024Review
- Adaptive auditory assistance for stride length cadence modification in older adults and people with Parkinson's.Frontiers in physiology · 2024Article
- The use of wearables for the diagnosis and treatment of Parkinson's disease.Journal of neural transmission (Vienna, Austria : 1996) · 2023Review
- Context Recognition Algorithms for Energy-Efficient Freezing-of-Gait Detection in Parkinson's Disease.Sensors (Basel, Switzerland) · 2023Article
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 at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Freezing of gait is one of the most debilitating symptoms of Parkinson's disease and is an important contributor to falls, leading to it being a major cause of hospitalization and nursing home admissions. When the management of freezing episodes cannot be achieved through medication or surgery, non-pharmacological methods such as cueing have received attention in recent years. Novel cueing systems were developed over the last decade and have been evaluated predominantly in laboratory settings. However, to provide benefit to people with Parkinson's and improve their quality of life, these systems must have the potential to be used at home as a self-administer intervention. This paper aims to provide a technological review of the literature related to wearable cueing systems and it focuses on current auditory, visual and somatosensory cueing systems, which may provide a suitable intervention for use in home-based environments. The paper describes the technical operation and effectiveness of the different cueing systems in overcoming freezing of gait. The "What Works Clearinghouse (WWC)" tool was used to assess the quality of each study described. The paper findings should prove instructive for further researchers looking to enhance the effectiveness of future cueing systems.
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.