Literature DB >> 34215874

Assessment of Physical Activity in Adults Using Wrist Accelerometers.

Fangyu Liu, Amal A Wanigatunga, Jennifer A Schrack.   

Abstract

The health benefits of physical activity (PA) have been widely recognized, yet traditional measures of PA, including questionnaires and category-based assessments of volume and intensity, provide only broad estimates of daily activities. Accelerometers have advanced epidemiologic research on PA by providing objective and continuous measurement of PA in free-living conditions. Wrist-worn accelerometers have become especially popular because of low participant burden. However, the validity and reliability of wrist-worn devices for adults have yet to be summarized. Moreover, accelerometer data provide rich information on how PA is accumulated throughout the day, but only a small portion of these rich data have been used by researchers. Last, new methodological developments are emerging that aim to overcome some of the limitations of accelerometers. In this review, we provide an overview of accelerometry research, with a special focus on wrist-worn accelerometers. We describe briefly how accelerometers work; summarize the validity and reliability of wrist-worn accelerometers; discuss the benefits of accelerometers, including measuring light-intensity PA; and discuss pattern metrics of daily PA recently introduced in the literature. A summary of large-scale cohort studies and randomized trials that implemented wrist-worn accelerometry is provided. We conclude the review by discussing new developments and directions of research using accelerometers, with a focus on wrist-worn accelerometers.
© The Author(s) 2021. Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Entities:  

Keywords:  accelerometry; bias; epidemiologic studies; exercise; sedentary behavior

Mesh:

Year:  2022        PMID: 34215874      PMCID: PMC8900289          DOI: 10.1093/epirev/mxab004

Source DB:  PubMed          Journal:  Epidemiol Rev        ISSN: 0193-936X            Impact factor:   4.280


  178 in total

1.  Lower extremity function and subsequent disability: consistency across studies, predictive models, and value of gait speed alone compared with the short physical performance battery.

Authors:  J M Guralnik; L Ferrucci; C F Pieper; S G Leveille; K S Markides; G V Ostir; S Studenski; L F Berkman; R B Wallace
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2000-04       Impact factor: 6.053

2.  Association of Light-Intensity Physical Activity With Lower Cardiovascular Disease Risk Burden in Rheumatoid Arthritis.

Authors:  Samannaaz S Khoja; Gustavo J Almeida; Mary Chester Wasko; Lauren Terhorst; Sara R Piva
Journal:  Arthritis Care Res (Hoboken)       Date:  2016-04       Impact factor: 4.794

3.  A Comparison of Accelerometer Accuracy in Older Adults.

Authors:  Lorraine J Phillips; Gregory F Petroski; Natalie E Markis
Journal:  Res Gerontol Nurs       Date:  2015-05-07       Impact factor: 1.571

4.  Assessment of physical activity by self-report: status, limitations, and future directions.

Authors:  J F Sallis; B E Saelens
Journal:  Res Q Exerc Sport       Date:  2000-06       Impact factor: 2.500

5.  Cohort Profile: The National Health and Aging Trends Study (NHATS).

Authors:  Vicki A Freedman; Judith D Kasper
Journal:  Int J Epidemiol       Date:  2019-08-01       Impact factor: 7.196

6.  A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers.

Authors:  Katherine Ellis; Jacqueline Kerr; Suneeta Godbole; Gert Lanckriet; David Wing; Simon Marshall
Journal:  Physiol Meas       Date:  2014-10-23       Impact factor: 2.833

7.  Age-Related Bias in Total Step Count Recorded by Wearable Devices.

Authors:  Pei-Lun Kuo; Jacek K Urbanek; Jennifer A Schrack
Journal:  JAMA Intern Med       Date:  2019-11-01       Impact factor: 21.873

8.  The Associations of Activity Fragmentation With Physical and Mental Fatigability Among Community-Dwelling 75-, 80-, and 85-Year-Old People.

Authors:  Lotta Palmberg; Timo Rantalainen; Merja Rantakokko; Laura Karavirta; Sini Siltanen; Heidi Skantz; Milla Saajanaho; Erja Portegijs; Taina Rantanen
Journal:  J Gerontol A Biol Sci Med Sci       Date:  2020-09-16       Impact factor: 6.053

9.  Statistical machine learning of sleep and physical activity phenotypes from sensor data in 96,220 UK Biobank participants.

Authors:  Matthew Willetts; Sven Hollowell; Louis Aslett; Chris Holmes; Aiden Doherty
Journal:  Sci Rep       Date:  2018-05-21       Impact factor: 4.379

10.  How many days are needed to estimate wrist-worn accelerometry-assessed physical activity during the second trimester in pregnancy?

Authors:  Shana Ginar da Silva; Kelly R Evenson; Ulf Ekelund; Inácio Crochemore Mohsam da Silva; Marlos Rodrigues Domingues; Bruna Gonçalves Cordeiro da Silva; Márcio de Almeida Mendes; Gloria Isabel Niño Cruz; Pedro Curi Hallal
Journal:  PLoS One       Date:  2019-06-27       Impact factor: 3.240

View more
  3 in total

1.  Development of a Novel Accelerometry-Based Performance Fatigability Measure for Older Adults.

Authors:  Yujia Susanna Qiao; Jaroslaw Harezlak; Kyle D Moored; Jacek K Urbanek; Robert M Boudreau; Pamela E Toto; Marquis Hawkins; Adam J Santanasto; Jennifer A Schrack; Eleanor M Simonsick; Nancy W Glynn
Journal:  Med Sci Sports Exerc       Date:  2022-06-24

2.  Association of Hearing Impairment and 24-Hour Total Movement Activity in a Representative Sample of US Adults.

Authors:  Pablo Martinez-Amezcua; Erin E Dooley; Nicholas S Reed; Danielle Powell; Bjoern Hornikel; Justin S Golub; Kelley Pettee Gabriel; Priya Palta
Journal:  JAMA Netw Open       Date:  2022-03-01

3.  Exercise fatigue diagnosis method based on short-time Fourier transform and convolutional neural network.

Authors:  Haiyan Zhu; Yuelong Ji; Baiyang Wang; Yuyun Kang
Journal:  Front Physiol       Date:  2022-08-30       Impact factor: 4.755

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.