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A Method for Quantifying Upper Limb Performance in Daily Life Using Accelerometers
Published on: April 21, 2017
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Quantifying the relative change in physical activity after Total Knee Arthroplasty using accelerometer based
Vibhu Agarwal1, Mathew Smuck2, Nigam H Shah3
1Biomedical Informatics Training Program Stanford University, CA, USA.
Summary
Wearable activity monitors offer a new way to objectively measure physical function in osteoarthritis patients. This study shows accelerometer data can track changes in daily activity, improving osteoarthritis outcome assessment.
Area of Science:
- Orthopedics and Rehabilitation
- Biomedical Engineering
- Geriatric Medicine
Background:
- Osteoarthritis is a leading cause of disability in Americans over 65, with significant economic impact.
- Current assessments of osteoarthritis patient function rely on subjective patient-reported outcome measures (PROMs), which are inadequate for evaluating total knee arthroplasty (TKA) and total hip arthroplasty (THA) outcomes.
- Hospitalizations for TKA and THA account for nearly half of osteoarthritis care costs.
Purpose of the Study:
- To explore the feasibility of using wearable activity monitors for objective physical function assessment in osteoarthritis.
- To demonstrate the utility of accelerometer-derived data for quantifying changes in physical activity patterns.
- To provide a more reliable and responsive method for measuring outcomes after TKA and THA.
Main Methods:
- Utilized data from the Osteoarthritis Initiative (OAI) cohort.
- Employed accelerometer measurements from wearable activity monitors to capture daily physical activity.
- Analyzed data to quantify relative changes in physical activity patterns.
Main Results:
- Demonstrated the feasibility of using accelerometer data to objectively assess physical activity in osteoarthritis patients.
- Showcased the ability to quantify relative changes in physical activity patterns over time.
- Provided a foundation for objective, data-driven assessment of osteoarthritis patient function.
Conclusions:
- Accelerometer-based wearable activity monitors present a novel and objective approach to assess physical function in osteoarthritis.
- This method offers a more reliable and responsive alternative to subjective PROMs for evaluating treatment outcomes, particularly after TKA and THA.
- Objective physical activity monitoring can enhance the management and evaluation of osteoarthritis care.

