Evidence map›Paper›PMID 40050924›Full record

ArticleJournal of neuroengineering and rehabilitation2025

Human interactions remain at the heart of rehabilitation with advanced technology: a practice-embedded longitudinal qualitative study with allied health clinicians.

Louise Michelle Nettleton Pearce, Leanne Hassett, Catherine Sherrington, Julie Pryor

Abstract read
In one paragraph

Article in Journal of neuroengineering and rehabilitation, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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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

4 authors.

Louise Michelle Nettleton PearceRoyal Rehab Group, Sydney, Australia. louise.pearce@sydney.edu.au.
Leanne HassettInstitute for Musculoskeletal Health, Sydney Local Health District, Sydney, Australia.
Catherine SherringtonInstitute for Musculoskeletal Health, Sydney Local Health District, Sydney, Australia.
Julie PryorRoyal Rehab Group, Sydney, Australia.

Funding

Australian National Health and Medical Research Council 2025541
6 · The paper itself

Abstract

backgroundTechnology is gaining momentum in rehabilitation. While evidence is emerging, a growing number of rehabilitation facilities are implementing devices, though with variable success. A public-private rehabilitation provider in Australia recently opened a technology therapy centre with robotic and virtual reality devices. This study was embedded in the setting, which saw substantial clinician uptake of devices and presented a unique opportunity to explore clinician experiences, perceptions and factors influencing uptake, implementation and sustainment of advanced technology in practice.

methodsA longitudinal qualitative study was conducted, involving interviews with clinicians at three timepoints across the first 16 months of the centre opening. Allied health clinicians in the organisation (n = 119) were invited to participate in interviews, which were audio-recorded, transcribed, coded and analysed using an inductive thematic approach.

resultsIn total, 63 interviews were conducted with 25 allied health clinicians across inpatient, outpatient and community rehabilitation services. An overarching finding that human interactions remain at the heart of rehabilitation with advanced technology, comprised three major themes with 12 subthemes. (1) Technology integration involves cognitive and emotional labour for clinicians, stemming from determining the value-add of advanced technology, juggling learning demands and negotiating patients' high expectations of technology. (2) Contextual factors shape clinician uptake and ongoing use of technology, including organisational culture, professional discipline, rehabilitation setting, patient characteristics and device features. (3) Shared understanding and priorities promote technology implementation and sustainment, including understanding advanced technology in relation to conventional therapy, creating a well-designed training model, equipping clinicians to manage patient expectations and maintaining a commitment to evidence-based practice.

conclusionsWhile further high-quality evidence regarding the effectiveness of technology in rehabilitation is required, clinicians in this study perceived advanced technology as an adjunct to conventional therapy, with benefits for enhancing therapy dosage, patient engagement, manual handling and providing objective feedback. Important practice-derived considerations for integrating advanced technologies in rehabilitation include: developing clinician technical, clinical reasoning and interpersonal skills, reducing contextual barriers and fostering a positive organisational culture with strong leadership and targeted initiatives to support clinicians. Successful implementation of advanced rehabilitation technologies relies on clinician buy-in to champion change within an enabling person-centered context.

Indexed as

Allied Health PersonnelAttitude of Health PersonnelAdultAustraliaFemaleHumansLongitudinal StudiesMaleMiddle AgedQualitative ResearchRoboticsAllied health personnelDigital healthExoskeleton deviceImplementation scienceQualitative methodsRehabilitationRoboticsTechnologyVirtual reality

Identifiers

PMID40050924
PMCPMC11887193

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.