Evidence map›Paper›PMID 40623888›Full record

ArticleBMJ open2025

Cost-effectiveness analysis of robotic exoskeleton versus conventional physiotherapy for stroke rehabilitation in Singapore from a health system perspective.

Ravi Shankar, Ning Tang, Nur Shafawati, Phillip Phan, Amartya Mukhopadhyay, Effie Chew

Registry-linked trialAbstract readAdaptive Clinical TrialComparative StudyMulticenter Study
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05659121 (Evaluating Evidence-based and Sustainable Application of Robotic Exoskeletons in Rehabilitation for Those With Impaired Mobility), which is not on this map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

NCT05659121 nacompletednot on this map

Evaluating Evidence-based and Sustainable Application of Robotic Exoskeletons in Rehabilitation for Those With Impaired Mobility

TypeinterventionalSponsorNational University Hospital, SingaporeRan2018 to 2022Enrolled375ConditionsStroke, Spinal Cord Injuries, Spinal Cord DiseasesArmsrobotic exoskeleton training
3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Ravi ShankarMedical Affairs - Research Innovation & Enterprise, Alexandra Hospital, National University Health System, Singapore Ravi_SHANKAR@nuhs.edu.sg.ORCID http://orcid.org/0009-0005-5578-3481
Ning TangDivision of Rehabilitation Medicine, Department of Medicine, National University Hospital, Singapore.
Nur ShafawatiDepartment of Rehabilitation, Alexandra Hospital, National University Health System, Singapore.
Phillip PhanJohns Hopkins Carey Business School and the Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA.ORCID http://orcid.org/0000-0002-1366-1604
Amartya MukhopadhyayMedical Affairs - Research Innovation & Enterprise, Alexandra Hospital, National University Health System, Singapore.
Effie ChewDivision of Rehabilitation Medicine, Department of Medicine, National University Hospital, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesThis study conducted a comprehensive probabilistic cost-effectiveness analysis comparing robotic exoskeleton therapy to conventional physiotherapy for stroke rehabilitation in Singapore, focusing on three patient groups categorised by their Functional Ambulation Category (FAC) scores.

designA probabilistic cost-effectiveness analysis was conducted alongside a non-randomised controlled study. Costs and Quality-Adjusted Life Years (QALYs) for both interventions were calculated and compared over a 6 month period.

settingThe study was carried out at Alexandra Hospital, Jurong Community Hospital and St Luke's Hospital in Singapore.

participantsIndividuals requiring inpatient gait rehabilitation from acute to subacute stages of stroke recovery, with FAC scores of 0-1, were included in the analysis. PRIMARY OUTCOME MEASURE: The primary outcome measure was QALYs, a composite measure combining the length and quality of life into a single value.

resultsRobotic exoskeleton therapy was found to be cost-effective compared with conventional physiotherapy across all patient groups, with Group 2 (FAC 0) showing the most favourable cost-effectiveness profile (incremental cost-effectiveness ratio (ICER): US$ 28 259.62 per QALY gained). The probabilistic sensitivity analysis demonstrated the robustness of the results, with QALY gains and the cost of the robotic exoskeleton having the largest impact on the ICER.

conclusionThe findings suggest that robotic exoskeleton therapy is likely to be cost-effective for stroke rehabilitation in Singapore, particularly for patients with severe mobility impairments (FAC 0). The results have important implications for clinical practice, resource allocation and future research in the field of stroke rehabilitation in Singapore. TRIAL REGISTERATION NUMBER: NCT05659121.

Indexed as

Exoskeleton DevicePhysical Therapy ModalitiesRoboticsStrokeStroke RehabilitationAgedCost-Benefit AnalysisCost-Effectiveness AnalysisFemaleHumansMaleMiddle AgedQuality-Adjusted Life YearsQuality of LifeSingaporeGaitHEALTH ECONOMICSREHABILITATION MEDICINEStroke

Identifiers

PMID40623888
PMCPMC12273162

What OpenQuestion holds

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LicenceCC BY-NC
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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.