Evidence map›Paper›PMID 41883363›Full record

ArticleFrontiers in neuroscience2026

Effectiveness of overground robotic exoskeletons in early inpatient rehabilitation for incomplete spinal cord injury: a systematic review protocol.

Ravi Shankar, Nur Shafawati, Gobinathan Chandran

Abstract read
In one paragraph

Article in Frontiers in neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Ravi ShankarClinical Research & Innovation Office, Tan Tock Seng Hospital, National Healthcare Group, Singapore, Singapore.
Nur ShafawatiDepartment of Rehabilitation, Alexandra Hospital, National University Health System, Singapore, Singapore.
Gobinathan ChandranDepartment of Rehabilitation, Alexandra Hospital, National University Health System, Singapore, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Spinal cord injury affects approximately 9 million people worldwide, with incomplete injuries representing the majority of cases and offering greater potential for functional recovery. Overground robotic exoskeletons have emerged as promising rehabilitation tools, yet evidence regarding their effectiveness specifically during early inpatient rehabilitation remains inadequately synthesised. Objectives: To systematically evaluate the effectiveness of overground robotic exoskeletons compared to conventional rehabilitation for improving walking function in adults with incomplete spinal cord injury during early inpatient rehabilitation. Methods: This protocol follows PRISMA-P guidelines. Searches will be conducted across MEDLINE, Embase, CINAHL, Cochrane Library, and PEDro from inception through December 2025. Randomised and non-randomised controlled trials will be included. Two reviewers will independently screen studies using Covidence, extract data, and assess risk of bias using RoB 2 and ROBINS-I tools. Meta-analysis will be conducted where appropriate. Discussion: This protocol establishes a rigorous framework for synthesising evidence on early exoskeleton-assisted rehabilitation, addressing a critical gap in clinical practice guidelines for spinal cord injury rehabilitation.

Indexed as

gait rehabilitationincomplete spinal cord injuryinpatient rehabilitationneuroplasticityrobotic exoskeletonspinal cord injury

Identifiers

PMID41883363
PMCPMC13008969

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.