Investigating the Telerehabilitation With Aims to Improve Lower Extremity Recovery Poststroke Program: A Feasibility Study
Bibliographic record
Abstract
OBJECTIVE: The purpose of this study was to examine the feasibility of a progressive virtual exercise and self-management intervention, the TeleRehabilitation with Aims to Improve Lower extremity recovery poststroke program (TRAIL), in individuals with stroke. METHODS: A single group pre-post study design was used. Thirty-two participants were recruited who were aged 19 years or older, had a stroke within 18 months of the beginning of the study, had hemiparesis of the lower extremity, and were able to tolerate 50 minutes of activity. Participants completed TRAIL, a synchronous exercise and self-management program delivered via videoconferencing. Participants received 8 telerehabilitation sessions over 4 weeks that were 60 to 90 minutes, with a trained physical therapist in a ≤2 to 1 participant-to-therapist ratio. Feasibility indicators in the areas of process (recruitment and retention rates, perceived satisfaction), resources (treatment fidelity and adherence, participant and assessor burden, therapist burden), management (equipment, processing time), and scientific indicators (safety, treatment response, treatment effect) were collected throughout the study using a priori criteria for success. The treatment effect was examined on the Timed "Up & Go" test, the virtual Fugl-Meyer Lower Extremity Assessment, the 30-Second Sit-to-Stand Test, the Functional Reach, the Tandem Stand, the Activities-Specific Balance Confidence Scale, the Stroke Impact Scale, and the Goal Attainment Scale. RESULTS: Forty-seven individuals were screened, of which 32 (78% male; median age of 64.5 years) were included for the study from 5 sites across Canada. Nine feasibility indicators met our study-specific threshold criteria for success: retention rate (0 dropouts), perceived satisfaction, treatment fidelity, adherence, therapist burden, equipment, and safety. In terms of treatment response and effect, improvements were observed in Timed "Up & Go" test (Cohen d = 0.57); Fugl-Meyer Lower Extremity Assessment (d = 0.76); 30-Second Sit-to-Stand Test (d = 0.89); and Goal Attainment Scale (d = 0.95). CONCLUSION: The delivery of TRAIL, a lower extremity stroke rehabilitation program using videoconferencing technology, is feasible and appears to have positive influences on mobility, lower extremity impairment, strength, and goal attainment. IMPACT: Community-based telerehabilitation programs, such as TRAIL, could extend the continuum of care during the transition back to community postdischarge or during global disruptions, such as Coronavirus Disease 2019 (COVID-19). Delivery of synchronous lower extremity rehabilitation via videoconferencing to community-dwelling stroke survivors is feasible.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".