Literature DB >> 26107045

Validity of Activity Monitor Step Detection Is Related to Movement Patterns.

Amanda Hickey1, Dinesh John, Jeffer E Sasaki, Marianna Mavilia, Patty Freedson.   

Abstract

BACKGROUND: There is a need to examine step-counting accuracy of activity monitors during different types of movements. The purpose of this study was to compare activity monitor and manually counted steps during treadmill and simulated free-living activities and to compare the activity monitor steps to the StepWatch (SW) in a natural setting.
METHODS: Fifteen participants performed laboratory-based treadmill (2.4, 4.8, 7.2 and 9.7 km/h) and simulated free-living activities (eg, cleaning room) while wearing an activPAL, Omron HJ720-ITC, Yamax Digi- Walker SW-200, 2 ActiGraph GT3Xs (1 in "low-frequency extension" [AGLFE] and 1 in "normal-frequency" mode), an ActiGraph 7164, and a SW. Participants also wore monitors for 1-day in their free-living environment. Linear mixed models identified differences between activity monitor steps and the criterion in the laboratory/free-living settings.
RESULTS: Most monitors performed poorly during treadmill walking at 2.4 km/h. Cleaning a room had the largest errors of all simulated free-living activities. The accuracy was highest for forward/rhythmic movements for all monitors. In the free-living environment, the AGLFE had the largest discrepancy with the SW.
CONCLUSION: This study highlights the need to verify step-counting accuracy of activity monitors with activities that include different movement types/directions. This is important to understand the origin of errors in step-counting during free-living conditions.

Entities:  

Mesh:

Year:  2015        PMID: 26107045     DOI: 10.1123/jpah.2015-0203

Source DB:  PubMed          Journal:  J Phys Act Health        ISSN: 1543-3080


  12 in total

1.  Step Monitor Accuracy During PostStroke Physical Therapy and Simulated Activities.

Authors:  Christopher E Henderson; Lindsay Toth; Andrew Kaplan; T George Hornby
Journal:  Transl J Am Coll Sports Med       Date:  2022

2.  Are Wrist-Worn Activity Trackers and Mobile Applications Valid for Assessing Physical Activity in High School Students? Wearfit Study.

Authors:  Jesús Viciana; Carolina Casado-Robles; Santiago Guijarro-Romero; Daniel Mayorga-Vega
Journal:  J Sports Sci Med       Date:  2022-09-01       Impact factor: 4.017

3.  The validity of activity trackers is affected by walking speed: the criterion validity of Garmin Vivosmart® HR and StepWatch 3 for measuring steps at various walking speeds under controlled conditions.

Authors:  Frederik Rose Svarre; Mads Møller Jensen; Josephine Nielsen; Morten Villumsen
Journal:  PeerJ       Date:  2020-07-14       Impact factor: 2.984

Review 4.  Toward Harmonized Treadmill-Based Validation of Step-Counting Wearable Technologies: A Scoping Review.

Authors:  Christopher C Moore; Aston K McCullough; Elroy J Aguiar; Scott W Ducharme; Catrine Tudor-Locke
Journal:  J Phys Act Health       Date:  2020-07-11

5.  Physical Activity Assessment Between Consumer- and Research-Grade Accelerometers: A Comparative Study in Free-Living Conditions.

Authors:  Gregory M Dominick; Kyle N Winfree; Ryan T Pohlig; Mia A Papas
Journal:  JMIR Mhealth Uhealth       Date:  2016-09-19       Impact factor: 4.773

Review 6.  Step Counting: A Review of Measurement Considerations and Health-Related Applications.

Authors:  David R Bassett; Lindsay P Toth; Samuel R LaMunion; Scott E Crouter
Journal:  Sports Med       Date:  2017-07       Impact factor: 11.136

7.  "What Is a Step?" Differences in How a Step Is Detected among Three Popular Activity Monitors That Have Impacted Physical Activity Research.

Authors:  Dinesh John; Alvin Morton; Diego Arguello; Kate Lyden; David Bassett
Journal:  Sensors (Basel)       Date:  2018-04-15       Impact factor: 3.576

8.  Validity of smartphones and activity trackers to measure steps in a free-living setting over three consecutive days.

Authors:  Christoph Höchsmann; Raphael Knaier; Denis Infanger; Arno Schmidt-Trucksäss
Journal:  Physiol Meas       Date:  2020-01-30       Impact factor: 2.833

9.  Steps per Day and All-Cause Mortality in Middle-aged Adults in the Coronary Artery Risk Development in Young Adults Study.

Authors:  Amanda E Paluch; Kelley Pettee Gabriel; Janet E Fulton; Cora E Lewis; Pamela J Schreiner; Barbara Sternfeld; Stephen Sidney; Juned Siddique; Kara M Whitaker; Mercedes R Carnethon
Journal:  JAMA Netw Open       Date:  2021-09-01

10.  Comparison of Wrist- and Hip-Worn Activity Monitors When Meeting Step Guidelines.

Authors:  Rachael K Nelson; Kristina Hasanaj; Gavin Connolly; Laramy Millen; Joshua Muench; Nicole S C Bidolli; Michael A Preston; Alexander H K Montoye
Journal:  Prev Chronic Dis       Date:  2022-04-14       Impact factor: 2.830

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