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Updated: Oct 12, 2025

A Method for Quantifying Upper Limb Performance in Daily Life Using Accelerometers
Published on: April 21, 2017
Using Accelerometer Data to Identify Movement Patterns in an Older Adult: Innovative Strategy for Physical Activity
Michael A Welsch1, Angela A Duck2, Melissa Klamm2
1The John D. Bower School of Population Health, University of Mississippi Medical Center, Jackson, MS, USA.
Abstract:
Evidence suggests a physically active lifestyle increases proportion of life lived free of disability. Unfortunately, physical activity participation in older adults is low, suggesting innovative strategies are needed. This case-report (1) examined daily activity routines from accelerometer data; and (2) utilized the movement patterns to "infuse" physical activity within the participant's normal routine.
Case-Report:
A 60 year old wore an Actigraph GT3X+ accelerometer, on 2 separate days and weeks. Movement patterns, from "raw" accelerometer data, were presented to the participant to identify areas of high and low activity, with suggestions how to increase overall activity. Results indicated activity patterns were reproducible. Physical activity infusions increased movement counts by 34%, and moderate-vigorous physical activity (MVPA) by ~82minutes.
Discussion:
Examination of "raw" accelerometer data identified distinct movement routines. Understanding these routines allowed for health provider/participant interaction that led to physical activity "infusions" which contributed to a large increase in MVPA, without major alterations to the individual's day.
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