ReviewBehavioral sciences (Basel, Switzerland)2023
Digital Health Behavioural Interventions to Support Physical Activity and Sedentary Behaviour in Adults after Stroke: A Systematic Literature Review with Meta-Analysis of Controlled Trials.
Review in Behavioral sciences (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 4 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
13 citing papers in PubMed, 4 syntheses or guidelines pooled it, 16 citations in OpenAlex.
- Digital Health Technologies for Risk Factor Management and Secondary Prevention After Stroke: A Systematic Review and Meta-Analysis.Neurology. Clinical practice · 2026Pooled it
- Behaviorally Informed Interventions to Promote Activity in the Home and Community for Adults With Neurological Disorders: A Systematic Review and Meta-Analysis.Physical therapy · 2025Pooled it
- Digital Physical Activity and Sedentary Behavior Interventions for Community-Living Adults: Umbrella Review.Journal of medical Internet research · 2025Pooled it
- Wearable Devices to Improve Physical Activity and Reduce Sedentary Behaviour: An Umbrella Review.Sports medicine - open · 2024Pooled it
- Rehabilitation Experiences and Support Needs of Patients With Hemiplegic Shoulder Pain Based on the ICF Framework: A Qualitative Study.Musculoskeletal care · 2026Article
- The Moderating Role of Virtual Arm Embodiment for Upper Limb Rehabilitation in Stroke Patients with Proprioceptive Deficit: A Pilot Study.Behavioral sciences (Basel, Switzerland) · 2026Article
- UPBEAT Trial: a randomised feasibility evaluation of a digital system for UPper limB rEhabilitation After sTroke.Pilot and feasibility studies · 2025Article
- Feasibility of Smartphone-Based Exercise Training Integrated with Functional Electrical Stimulation After Stroke (SETS): A Preliminary Study.Sensors (Basel, Switzerland) · 2025Article
- Digital-based physical activity interventions implemented across the League of Arab States: a scoping review.Oxford open digital health · 2025Review
- Review
- Feasibility of Intensive Multidisciplinary Telerehabilitation Combined with Health Coaching for Underserved Stroke Survivors: A Pilot Study.Telemedicine reports · 2025Article
- Digital Health Behavioural Interventions to Support Physical Activity and Sedentary Behaviour in Adults after Stroke: A Systematic Literature Review with Meta-Analysis of Controlled Trials.Behavioral sciences (Basel, Switzerland) · 2023Review
- Identification of required capabilities of digital health ecosystems when preventing and managing non-communicable diseases.Digital healthArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 2 countries.
Funding
Abstract
Background: As the global prevalence of stroke continues to rise, it becomes increasingly pressing to investigate digital health behaviour change interventions that promote physical activity and reduce sedentary behaviour for stroke patients to support active lifestyles. Purpose: The primary aim of this study is to investigate the effectiveness of digital health interventions in promoting physical activity and reducing sedentary behaviour for stroke patients. The secondary aim is to investigate the intervention components that explain intervention effectiveness to further inform intervention development and policy making. Methods: A systematic search of the literature was conducted in four databases (Scopus, MEDLINE (PubMed), Web of Science, and PsychINFO) to identify the most robust evidence in the form of randomised controlled trials of digital interventions for patients with stroke. A random-effects meta-analysis were utilized to quantify the intervention effects on behaviour change, and subgroup analyses to characterise intervention effective components. Results: In total, 16 RCTs were deemed eligible and included in the systematic review. Meta-analyses suggested significant improvements in physical activity (SMD = 0.39, 95% CI 0.17, 0.61, N = 326, p < 0.001, I2 = 0%), and reductions in time of sedentary behaviour (SMD= −0.45, 95% CI −0.76, -0.14, N = 167, p = 0.00, I2 = 0%) after stroke. The 10 m walk test for physical activity, and the timed up and go test for sedentary behaviour, were the objective outcome measures in the most effective behavioural change interventions. Subgroup analyses found that most effective interventions were underpinned by theories of self-regulation and utilised interactive functions to engage patients with the processes of behaviour change. Conclusions: Digital self-monitoring behavioural interventions are effective in promoting physical activity for stroke patients in adjunct to usual care clinical practice and rehabilitation programmes. Rigorous studies are required to provide evidence to disentangle the most effective intervention components for preventative practices and rehabilitation programs and to inform policymaking for stroke treatment.
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What Socratic holds
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 Socratic graph.