ReviewHealth services insights2024
Understanding the Barriers and Facilitators of Digital Health Technology (DHT) Implementation in Neurological Rehabilitation: An Integrative Systematic Review.
Review in Health services insights, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 2 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
19 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Mapping global inequities in telemedicine implementation: An umbrella review of barriers and facilitators.PloS one · 2026Pooled it
- Characterizing Behaviors That Influence the Implementation of Digital-Based Interventions in Health Care: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Trial
- Structured Digital Device Instruction for Older Adults With Stroke During Convalescent Rehabilitation: Prospective Feasibility Study.JMIR formative research · 2026Article
- Telerehabilitation for Motor Recovery in Adults with Neurological Disorders: A Systematic Review and Meta-Analysis Across Motor Domains, Delivery Models, and Follow-Up Effects.Brain sciences · 2026Review
- Advancing Neurorehabilitation and Recovery Through Human Movement Quantification via Wearable Sensing.Neurorehabilitation and neural repair · 2026Article
- Digital health technologies for supporting home-based rehabilitation and management of children with cerebral palsy: a scoping review.BMJ open · 2026Article
- Human-AI collaboration for dysphagia rehabilitation from effectiveness to implementation complexity: a systematic review.NPJ digital medicine · 2026Article
- Healthcare consumers' acceptance and use of digital health technology in LMICs and the role of self-efficacy and facilitating conditions: a systematic review and meta-analysis.The Lancet regional health. Western Pacific · 2026Article
- Artificial Intelligence in Stroke Rehabilitation: A 20-Year Bibliometric Analysis of Digital Health Trends and Technologies.Brain and behavior · 2026Review
- Neurological management and outcome measures in Fabry disease: consensus statements from the Italian Fabry disease neurological working group.Orphanet journal of rare diseases · 2026Article
- Understanding digital health technology implementation in rehabilitation and development of the Rehabilitation Technologies Implementation model.NPJ digital medicine · 2026Article
- Exploring the Influence of Digitalization on Multidisciplinary Poststroke Rehabilitation Practice: Qualitative Study.JMIR rehabilitation and assistive technologies · 2026Article
- Closed-loop brain-computer interfaces for post-stroke sensorimotor loop restoration.Frontiers in neuroscience · 2026Review
- Perceptions of Changes in the Operating Environment and Their Impact on Occupational Health Care Practices: A Qualitative Interview Study.Health services insights · 2026Article
- Feasibility of a novel web-based neuropsychological rehabilitation programme for stroke patients.Journal of rehabilitation medicine · 2025Article
- Impact of digital health technologies adoption on healthcare workers' performance and workload: perspective with DOI and TOE models.BMC health services research · 2025Article
- Perspectives of key stakeholders on integrating wearable sensor technology into rehabilitation care: a mixed-methods analysis.Frontiers in digital health · 2025Article
- Advanced Technology in a Real-World Rehabilitation Setting: Longitudinal Observational Study on Clinician Adoption and Implementation.Journal of medical Internet research · 2024Observational
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Digital Health technologies (DHT) have potential to deliver intensive, novel and engaging rehabilitation for people with neurological conditions, yet health services lack a strong track record in embedding DHT into practice. The aim of this review was to synthesise factors that have been shown to influence implementation of DHT into neurological rehabilitation. Method: An integrative review was undertaken. An extensive search of MEDLINE, CINAHL, AMED, EMBASE was undertaken. The title and abstract of all retrieved sources were screened against pre-defined criteria. Retained sources underwent full text review. The quality of all included sources was assessed. A meta-ethnographic synthesis explored commonalities and contradictions of the included studies. Results: Fourteen studies (1 quantitative, 8 qualitative and 5 mixed methods) were included. Eleven implementation theories/models/frameworks were used across the 14 studies. Five themes were identified: (i) individual factors; (ii) user experience of the technology; (iii) the content of the intervention; (iv) access to the technology and (v) supporting use. Conclusions: Key factors which appear to influence the implementation of DHT into clinical settings are highlighted. Implementation theories, models and frameworks are under-utilised in DHT rehabilitation research. This needs to be addressed if DHT are to realise their potential in neurological rehabilitation. Registration: The protocol was registered and is available from PROSPERO (CRD42021268984).
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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.