Literature DB >> 31726952

Using accelerometry to classify physical activity intensity in older adults: What is the optimal wear-site?

Michael J Duncan1, Alex Rowlands2, Chelsey Lawson1, Sheila Leddington Wright1, Matt Hill1, Martyn Morris1, Emma Eyre1, Jason Tallis1.   

Abstract

Abstract This study aimed to determine the optimal accelerometer wear-site specific cut-points for discrimination of the sedentary time, light physical activity and moderate-to-vigorous physical activity (MVPA) in older adults. Twenty-three adults (14 females) aged 55-77 years wore a GENEActiv accelerometer on their non-dominant wrist, dominant wrist, waist and dominant ankle whilst undertaking eight, five-minute bouts of activity: lay supine, seated reading, slow walking, medium walking, fast walking, folding laundry, sweeping and stationary cycling. VO2 was assessed concurrently using indirect calorimetry. Receiver-operating-characteristic (ROC) analyses were used to derive wear-site specific cut-points for classifying intensity. Indirect calorimetry indicated that being lay supine and seated reading were classified as sedentary (<1.5 METs), laundry as light (1.51-2.99 METs) and sweeping, slow, medium and fast walking and cycling all classified as moderate intensity (>3 METs). Areas under ROC curves indicated that the classification of sedentary activity was good for the non-dominant wrist and excellent for all other wear sites. Classification of MVPA was excellent for the waist and ankle, good for the waist and poor for the dominant and non-dominant wrists. Overall, the ankle location performed better than in other locations. Ankle-worn accelerometry appears to provide the most suitable wear-site to discriminate between sedentary time and MVPA in older adults.

Keywords:  Indirect calorimetry; accelerometer; aging; cut-points; energy expenditure; sedentary behaviour

Mesh:

Year:  2019        PMID: 31726952     DOI: 10.1080/17461391.2019.1694078

Source DB:  PubMed          Journal:  Eur J Sport Sci        ISSN: 1536-7290            Impact factor:   4.050


  7 in total

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7.  Calibration and Cross-Validation of Accelerometer Cut-Points to Classify Sedentary Time and Physical Activity from Hip and Non-Dominant and Dominant Wrists in Older Adults.

Authors:  Jairo H Migueles; Cristina Cadenas-Sanchez; Juan M A Alcantara; Javier Leal-Martín; Asier Mañas; Ignacio Ara; Nancy W Glynn; Eric J Shiroma
Journal:  Sensors (Basel)       Date:  2021-05-11       Impact factor: 3.576

  7 in total

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