ArticleJournal of neuroengineering and rehabilitation2020
Budget impact analysis of robotic exoskeleton use for locomotor training following spinal cord injury in four SCI Model Systems.
Article in Journal of neuroengineering and rehabilitation, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 3 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
24 citing papers in PubMed, 3 syntheses or guidelines pooled it, 40 citations in OpenAlex.
- Effectiveness of AI-assisted rehabilitation for musculoskeletal disorders: a network meta-analysis of pain, range of motion, and functional outcomes.Frontiers in bioengineering and biotechnology · 2025Pooled it
- A systematic review of the determinants of implementation of a locomotor training program using a powered exoskeleton for individuals with a spinal cord injury.Clinical rehabilitation · 2023Pooled it
- Overground robotic training effects on walking and secondary health conditions in individuals with spinal cord injury: systematic review.Journal of neuroengineering and rehabilitation · 2022Pooled it
- Cost-Effectiveness of High-intensity Training vs Conventional Therapy for Individuals With Subacute Stroke.Archives of physical medicine and rehabilitation · 2022Trial
- Walking improvement in chronic incomplete spinal cord injury with exoskeleton robotic training (WISE): a randomized controlled trial.Spinal cord · 2022Trial
- Integrative Rehabilitation for War-Related Polytrauma: A Narrative Review of Multidimensional Strategies and Implementation Challenges.Healthcare (Basel, Switzerland) · 2026Review
- Implementing Rehabilitation Robotics in Routine Care: A Mapping Review of Service Delivery Models, Implementation Determinants, Strategies, and Real-World Outcomes.Healthcare (Basel, Switzerland) · 2026Review
- Robot-assisted gait training using a robotic exoskeleton during inpatient rehabilitation in acute Guillain-Barré Syndrome.BMJ case reports · 2026Article
- Exploring the Feasibility and Patient Acceptance of RAGT for Overground Ambulation in Adults With Guillain-Barré Syndrome: A Scoping Review.Archives of rehabilitation research and clinical translation · 2026Review
- Unveiling the Clinical Impact of Lower Limb Robotic Devices in Neurorehabilitation: An Umbrella Review.Annals of biomedical engineering · 2026Review
- Smart exoskeleton-assisted rehabilitation after fracture surgery: closed-loop control, personalized load management, and integrated telemonitoring.Frontiers in bioengineering and biotechnology · 2026Review
- State-of-the-Art in Robotic Rehabilitation for Spinal Cord Injury Patients: A Literature Review.Korean journal of neurotrauma · 2025Review
- The use of exoskeleton robotic training on lower extremity function in spinal cord injuries: A systematic review.Journal of orthopaedics · 2025Review
- Economic Evaluations of Rehabilitation Interventions: A Scoping Review with Implications for Return to Work Programs.Healthcare (Basel, Switzerland) · 2025Review
- Time-Frequency Analysis of Motor Imagery During Plantar and Dorsal Flexion Movements Using a Low-Cost Ankle Exoskeleton.Sensors (Basel, Switzerland) · 2025Article
- Rehabilitation training robot using mirror therapy for the upper and lower limb after stroke: a prospective cohort study.Journal of neuroengineering and rehabilitation · 2025Article
- Sacral Bioneuromodulation: The Role of Bone Marrow Aspirate in Spinal Cord Injuries.Bioengineering (Basel, Switzerland) · 2024Review
- Cost-effectiveness analysis of robot-assisted gait training in patients with bilateral spastic cerebral palsy.Cost effectiveness and resource allocation : C/E · 2023Article
- Cost-effectiveness analysis of overground robotic training versus conventional locomotor training in people with spinal cord injury.Journal of neuroengineering and rehabilitation · 2023Article
- Gait Training with Robotic Exoskeleton Assisted Rehabilitation System in Patients with Incomplete Traumatic and Non-Traumatic Spinal Cord Injury: A Pilot Study and Review of Literature.Annals of Indian Academy of Neurology · 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
12 authors at 8 institutions in 1 country.
Funding
Abstract
backgroundWe know little about the budget impact of integrating robotic exoskeleton over-ground training into therapy services for locomotor training. The purpose of this study was to estimate the budget impact of adding robotic exoskeleton over-ground training to existing locomotor training strategies in the rehabilitation of people with spinal cord injury.
methodsA Budget Impact Analysis (BIA) was conducted using data provided by four Spinal Cord Injury (SCI) Model Systems rehabilitation hospitals. Hospitals provided estimates of therapy utilization and costs about people with spinal cord injury who participated in locomotor training in the calendar year 2017. Interventions were standard of care walking training including body-weight supported treadmill training, overground training, stationary robotic systems (i.e., treadmill-based robotic gait orthoses), and overground robotic exoskeleton training. The main outcome measures included device costs, training costs for personnel to use the device, human capital costs of locomotor training, device demand, and the number of training sessions per person with SCI.
resultsRobotic exoskeletons for over-ground training decreased hospital costs associated with delivering locomotor training in the base case analysis. This analysis assumed no difference in intervention effectiveness across locomotor training strategies. Providing robotic exoskeleton overground training for 10% of locomotor training sessions over the course of the year (range 226-397 sessions) results in decreased annual locomotor training costs (i.e., net savings) between $1114 to $4784 per annum. The base case shows small savings that are sensitive to parameters of the BIA model which were tested in one-way sensitivity analyses, scenarios analyses, and probability sensitivity analyses. The base case scenario was more sensitive to clinical utilization parameters (e.g., how often devices sit idle and the substitution of high cost training) than device-specific parameters (e.g., robotic exoskeleton device cost or device life). Probabilistic sensitivity analysis simultaneously considered human capital cost, device cost, and locomotor device substitution. With probabilistic sensitivity analysis, the introduction of a robotic exoskeleton only remained cost saving for one facility.
conclusionsProviding robotic exoskeleton for over-ground training was associated with lower costs for the locomotor training of people with SCI in the base case analyses. The analysis was sensitive to parameter assumptions.
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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.