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. 2017 Jun;52(6):872-879.
doi: 10.1016/j.amepre.2017.01.012.

Surveillance of Youth Physical Activity and Sedentary Behavior With Wrist Accelerometry

Youngwon Kim  1 , Paul Hibbing  2 , Pedro F Saint-Maurice  2 , Laura D Ellingson  2 , Erin Hennessy  3 , Dana L Wolff-Hughes  4 , Frank M Perna  5 , Gregory J Welk  2
Affiliations

Surveillance of Youth Physical Activity and Sedentary Behavior With Wrist Accelerometry

Youngwon Kim et al. Am J Prev Med. 2017 Jun.

Abstract

Introduction: Accurate tracking of physical activity (PA) and sedentary behavior (SB) is important to advance public health, but little is known about how to interpret wrist-worn accelerometer data. This study compares youth estimates of SB and moderate to vigorous PA (MVPA) obtained using raw and count-based processing methods.

Methods: Data were collected between April and October 2014 for the National Cancer Institute's Family Life, Activity, Sun, Health, and Eating Study: a cross-sectional Internet-based study of youth/family cancer prevention behaviors. A subsample of 628 adolescents (aged 12-17 years) wore the ActiGraph GT3X+ on the wrist for 7 days. In 2015-2016, SB and MVPA time were calculated from raw data using R-package GGIR and from activity counts data using published cutpoints (Crouter and Chandler). Estimates were compared across age, sex, and weight status to examine the impact of processing methods on behavioral outcomes.

Results: ActiGraph data were available for 408 participants. Large differences in SB and MVPA time were observed between processing methods, but age and gender patterns were similar. Younger children (aged 12-14 years) had lower sedentary time and greater MVPA time (p-values <0.05) than older children (aged 15-17 years), consistent across methods. The proportion of youth with ≥60 minutes of MVPA/day was highest with the Crouter methods (~50%) and lowest with GGIR (~0%).

Conclusions: Conclusions about youth PA and SB are influenced by the wrist-worn accelerometer data processing method. Efforts to harmonize processing methods are needed to promote standardization and facilitate reporting of monitor-based PA data.

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References

    1. U.S. DHHS. 2008 Physical Activity Guidelines for Americans. Washington, D.C: U.S. DHHS; 2008.
    1. Physical Activity Guidelines Advisory Committee report, 2008. To the Secretary of Health and Human Services. Part A: executive summary. Nutr Rev. 2009;67(2):114–120. - PubMed
    1. Pate RR, Mitchell JA, Byun W, et al. Sedentary behaviour in youth. Br J Sports Med. 2011;45(11):906–913. https://doi.org/10.1136/bjsports-2011-090192. - DOI - PubMed
    1. Matthews CE, George SM, Moore SC, et al. Amount of time spent in sedentary behaviors and cause-specific mortality in U.S. adults. Am J Clin Nutr. 2012;95(2):437–445. https://doi.org/10.3945/ajcn.111.019620. - DOI - PMC - PubMed
    1. Steele RM, van Sluijs EM, Sharp SJ, et al. An investigation of patterns of children's sedentary and vigorous physical activity throughout the week. Int J Behav Nutr Phys Act. 2010;7:88. https://doi.org/10.1186/1479-5868-7-88. - DOI - PMC - PubMed

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