ArticleStroke2023
Rehabilitation Therapy Doses Are Low After Stroke and Predicted by Clinical Factors.
Article in Stroke, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 3 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
34 citing papers in PubMed, 3 syntheses or guidelines pooled it, 52 citations in OpenAlex.
- Effectiveness of mirror and robot-assisted therapy for upper extremity rehabilitation in post-stroke patients: a meta-analysis.Journal of neuroengineering and rehabilitation · 2026Pooled it
- European Stroke Organisation (ESO) guideline on aphasia rehabilitation.European stroke journal · 2025Guideline
- Smartphone-Based Digital Health Interventions: A Comprehensive Systematic Review of Efficacy for Cardiovascular and Cerebrovascular Outcomes.Journal of medical systems · 2025Pooled it
- Impact of a Comprehensive Transitional Care Management Model on Use of Community-Based Rehabilitation After Stroke.Journal of the American Heart Association · 2026Trial
- Electromagnetic Stimulation to Reduce Disability After Ischemic Stroke: The EMAGINE Randomized Clinical Trial.JAMA network open · 2025Trial
- ORLA combined with telerehabilitation in patients with subacute Poststroke aphasia: a randomized controlled trial.Scientific reports · 2025Trial
- A robotic rehabilitation intervention in a home setting during the Covid-19 outbreak: a feasibility pilot study in patients with stroke.Journal of neuroengineering and rehabilitation · 2025Trial
- Clinically interpretable prediction models of stroke functional outcomes: A national cohort study of adults in inpatient rehabilitation facilities in the US.Archives of physical medicine and rehabilitation · 2026Article
- Using visual biofeedback to reduce step length error at fast walking speeds is feasible after stroke.medRxiv : the preprint server for health sciences · 2026Article
- Factors Underlying Stroke Recovery Variation by Neighborhood Socioeconomic Status.JAMA network open · 2026Article
- FDA-Listed Interactive Devices for Home Movement Rehabilitation After Stroke: A Mixed-Methods Study of Availability, User Needs, Information Gaps, and an Accompanying Dataset.Bioengineering (Basel, Switzerland) · 2026Article
- EMG-Spectrogram-Empowered CNN Stroke-Classifier Model Development.Life (Basel, Switzerland) · 2026Article
- Characterisation of the axon initial segment and intrinsic excitability in the sub-acute phase post-ischaemic stroke.Brain communications · 2026Article
- It's More than Just a Game: Exploring the Benefits of Mixed Reality on Cognition in a Stroke Case Series.Journal of clinical medicine · 2025Article
- Estimation of Fugl-Meyer Assessment Upper-Extremity Sub-Scores Using a Mixup-Augmented LSTM Autoencoder and Wearable Sensor Data.Sensors (Basel, Switzerland) · 2025Article
- Disparities in Community-Based Rehabilitation Following Stroke: Findings From the COMPASS Trial.Journal of the American Heart Association · 2025Observational
- Toward Sensor-to-Text Generation: Leveraging LLM-Based Video Annotations for Stroke Therapy Monitoring.Bioengineering (Basel, Switzerland) · 2025Article
- Development, Reliability and Validity of Engagement in Exercise Rehabilitation Scale for Patients with Stroke.Nursing reports (Pavia, Italy) · 2025Article
- A Resource-Efficient, High-Dose, Gamified Neurorehabilitation Program for Chronic Stroke at Home: Retrospective Real-World Analysis.JMIR serious games · 2025Article
- A technology-enriched approach to increasing rehabilitation dose after stroke: Clinical feasibility study.Clinical rehabilitation · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundStroke is a leading cause of long-term disability. Greater rehabilitation therapy after stroke is known to improve functional outcomes. This study examined therapy doses during the first year of stroke recovery and identified factors that predict rehabilitation therapy dose.
methodsAdults with new radiologically confirmed stroke were enrolled 2 to 10 days after stroke onset at 28 acute care hospitals across the United States. Following an initial assessment during acute hospitalization, the number of physical therapy, occupational therapy, and speech therapy sessions were determined at visits occurring 3, 6, and 12 months following stroke. Negative binomial regression examined whether clinical and demographic factors were associated with therapy counts. False discovery rate was used to correct for multiple comparisons.
resultsOf 763 patients enrolled during acute stroke admission, 510 were available for follow-up. Therapy counts were low overall, with most therapy delivered within the first 3 months; 35.0% of patients received no physical therapy; 48.8%, no occupational therapy, and 61.7%, no speech therapy. Discharge destination was significantly related to cumulative therapy; the percentage of patients discharged to an inpatient rehabilitation facility varied across sites, from 0% to 71%. Most demographic factors did not predict therapy dose, although Hispanic patients received a lower cumulative amount of physical therapy and occupational therapy. Acutely, the severity of clinical factors (grip strength and National Institutes of Health Stroke Scale score, as well as National Institutes of Health Stroke Scale subscores for aphasia and neglect) predicted higher subsequent therapy doses. Measures of impairment and function (Fugl-Meyer, modified Rankin Scale, and Stroke Impact Scale Activities of Daily Living) assessed 3 months after stroke also predicted subsequent cumulative therapy doses.
conclusionsRehabilitative therapy doses during the first year poststroke are low in the United States. This is the first US-wide study to demonstrate that behavioral deficits predict therapy dose, with patients having more severe deficits receiving higher doses. Findings suggest directions for identifying groups at risk of receiving disproportionately low rehabilitation doses.
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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.