The use of wearable sensors to assess and treat the upper extremity after stroke: a scoping review.
Grace J Kim, Avinash Parnandi, Sharon Eva and 1 others
PMID 34328803WHAT IT FOUND
Wearable sensors can track upper extremity motion after stroke, but the review found no evidence that they improve recovery.
They map arm use, impairment, and training cues; clinical benefit still needs testing.
Key findings
01The review mapped 43 articles that used wearable sensors to assess or treat upper extremity motion after stroke.
02Sensor-based algorithms classified functional upper extremity motion and motor impairment, but performance was generally lower for stroke data than for healthy control data.
03Five studies used sensor data to assist treatment, including vibration cues delivered during home arm training that were reported with 11 to 29% more arm activity, but the review did not appraise efficacy.
STILL TO COME
How it was doneWhat they foundWhat it means for PTsWhat it means for OTs
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What it does not show
This is a scoping review, not a trial; it did not weigh evidence strength or appraise efficacy, so reported accuracies and small treatment effects are not evidence of clinical benefit. The included studies varied widely in sensors, placement, tasks, settings, data processing, and analysis. Direct comparison is difficult. Many studies used standardized tasks or short monitoring periods, and some did not specify stroke phase or sensor details. The review excluded studies that used sensor data to measure treatment outcomes. It cannot summarize whether sensor-based treatment changes recovery. Real-world use metrics based on activity counts or duration can overestimate functional upper extremity motion. People with severe arm impairment were underrepresented. The methods may not detect subtle movement in more affected patients. The review did not include spasticity or impaired energy expenditure as contributors to upper extremity disability.
Declared interests
The supplied publication types list N.I.H. extramural and non-U.S. government research support. No author disclosure or funding statement is provided in the supplied text.
The easy way to misread this
Do not read this review as evidence that wearable sensors improve upper extremity recovery. The review mapped studies without weighing evidence strength or appraising efficacy, and the treatment findings came from only five studies.