ReviewFrontiers in neurology2019
Motor Learning Deficits in Parkinson's Disease (PD) and Their Effect on Training Response in Gait and Balance: A Narrative Review.
Review in Frontiers in neurology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 11 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
74 citing papers in PubMed, 11 syntheses or guidelines pooled it, 158 citations in OpenAlex.
- The Improvement Effects of Virtual Reality-Assisted Exercise Training on Motor and Psychiatric Symptoms in Patients With Parkinson's Disease: A Meta-Analysis of Randomized Controlled Trials.Actas espanolas de psiquiatria · 2026Pooled it
- Beyond motor: a systematic review of multisensory integration deficits in Parkinson's disease.Journal of neural transmission (Vienna, Austria : 1996) · 2026Pooled it
- Backward Walking as a Rehabilitation Strategy in Parkinson's Disease: A Focused Systematic Review.Medicina (Kaunas, Lithuania) · 2026Pooled it
- Motor Learning in Older Adults with Mild Cognitive Impairment: A Systematic Review.Neuropsychology review · 2026Pooled it
- The role of virtual reality in balance training for Parkinson's disease: a systematic review and meta-analysis.Frontiers in rehabilitation sciences · 2026Pooled it
- Impact of Virtual Reality Alone and in Combination with Conventional Therapy on Balance in Parkinson's Disease: A Systematic Review with a Meta-Analysis of Randomized Controlled Trials.Medicina (Kaunas, Lithuania) · 2025Pooled it
- Trends in exercise therapy research for neurological diseases: a bibliometric and visualization approach from 2000 to 2024.Frontiers in neurology · 2024Pooled it
- Comparative efficacy of 24 exercise types on postural instability in adults with Parkinson's disease: a systematic review and network meta-analysis.BMC geriatrics · 2023Pooled it
- Motor Memory Consolidation Deficits in Parkinson's Disease: A Systematic Review with Meta-Analysis.Journal of Parkinson's disease · 2023Pooled it
- Perturbations during Gait: A Systematic Review of Methodologies and Outcomes.Sensors (Basel, Switzerland) · 2022Pooled it
- Virtual reality balance training to improve balance and mobility in Parkinson's disease: a systematic review and meta-analysis.Journal of neurology · 2022Pooled it
- Visual perturbation training to reduce visual dependency in Parkinson's disease: A randomized controlled trial.PloS one · 2026Trial
- Bilateral intermittent theta-burst stimulation as a priming strategy to enhance action observation and imitation training in early parkinson's disease: a proof-of-concept study.Journal of neuroengineering and rehabilitation · 2025Trial
- Boswellic acids as an adjunct therapy in Parkinson's disease: a double-blind clinical trial investigating on its effects on motor symptoms and inflammatory markers.Inflammopharmacology · 2025Trial
- Gait Responses in People with Parkinson Disease During Autonomous Closed-loop Rhythmic Auditory Stimulation: An Exploratory Analysis.Neurorehabilitation and neural repair · 2025Trial
- Combining immersive exergaming with physiotherapy in a specialized intensive Parkinson's disease rehabilitation program: a randomized controlled trial.Journal of neuroengineering and rehabilitation · 2025Trial
- Trial
- Changes of biomechanics induced by Equistasi® in Parkinson's disease: coupling between balance and lower limb joints kinematics.Medical & biological engineering & computing · 2021Trial
- Effectiveness of robotic balance training on postural instability in patients with mild Parkinson's disease: A pilot, single blind, randomized controlled trial.Journal of rehabilitation medicine · 2021Trial
- Advantages of using 3D virtual reality based training in persons with Parkinson's disease: a parallel study.Journal of neuroengineering and rehabilitation · 2019Trial
14 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Parkinson's disease (PD) is a neurological disorder traditionally associated with degeneration of the dopaminergic neurons within the substantia nigra, which results in bradykinesia, rigidity, tremor, and postural instability and gait disability (PIGD). The disorder has also been implicated in degradation of motor learning. While individuals with PD are able to learn, certain aspects of learning, especially automatic responses to feedback, are faulty, resulting in a reliance on feedforward systems of movement learning and control. Because of this, patients with PD may require more training to achieve and retain motor learning and may require additional sensory information or motor guidance in order to facilitate this learning. Furthermore, they may be unable to maintain these gains in environments and situations in which conscious effort is divided (such as dual-tasking). These shortcomings in motor learning could play a large part in degenerative gait and balance symptoms often seen in the disease, as patients are unable to adapt to gradual sensory and motor degradation. Research has shown that physical and exercise therapy can help patients with PD to adapt new feedforward strategies to partially counteract these symptoms. In particular, balance, treadmill, resistance, and repeated perturbation training therapies have been shown to improve motor patterns in PD. However, much research is still needed to determine which of these therapies best alleviates which symptoms of PIGD, the needed dose and intensity of these therapies, and long-term retention effects. The benefits of such technologies as augmented feedback, motorized perturbations, virtual reality, and weight-bearing assistance are also of interest. This narrative review will evaluate the effect of PD on motor learning and the effect of motor learning deficits on response to physical therapy and training programs, focusing specifically on features related to PIGD. Potential methods to strengthen therapeutic effects will be discussed.
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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.