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Updated: Jan 20, 2026

A Method for Quantifying Upper Limb Performance in Daily Life Using Accelerometers
Published on: April 21, 2017
Upper Limb Performance in Daily Life Improves Over the First 12 Weeks Poststroke.
Kimberly J Waddell1, Michael J Strube1, Rachel G Tabak1
1Washington University in St Louis, St Louis, MO, USA.
Upper limb (UL) performance improves within 12 weeks post-stroke. Focusing on reducing self-perceived barriers, rather than belief or motivation, may enhance UL recovery in stroke survivors.
Area of Science:
- Neuroscience
- Rehabilitation Medicine
- Biomedical Engineering
Background:
- Upper limb (UL) use in daily life is complex post-stroke.
- UL impairment recovery is documented, but daily UL performance trajectories and psychosocial moderators are less understood.
- Early post-stroke UL sensor-measured performance and its influencing factors require further investigation.
Purpose of the Study:
- To examine the recovery trajectory of sensor-measured UL performance within 12 weeks post-stroke.
- To characterize the moderating role of belief, confidence, and motivation on UL performance.
- To investigate the relationship between self-perceived barriers and UL performance.
Main Methods:
- Longitudinal, prospective cohort study design.
- Bilateral, wrist-worn accelerometers quantified UL performance over 5 sessions (24-hour periods).
- Surveys assessed belief, confidence, motivation, and self-perceived barriers; hierarchical linear modeling and correlation analyses were used.
Main Results:
- UL performance significantly improved over the first 12 weeks post-stroke.
- Belief, confidence, and motivation did not moderate UL performance recovery over time.
- A negative relationship between UL performance and self-perceived barriers was observed early post-stroke, diminishing over time.
Conclusions:
- Sensor-measured UL performance demonstrates improvement in the early stages following stroke.
- Rehabilitation interventions may benefit from focusing on reducing self-perceived barriers to UL recovery.
- Directly targeting belief, confidence, and motivation may not be essential for early UL performance enhancement post-stroke.
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