Literature DB >> 26017748

Measuring steps with the Fitbit activity tracker: an inter-device reliability study.

Manon L Dontje1, Martijn de Groot, Remko R Lengton, Cees P van der Schans, Wim P Krijnen.   

Abstract

Activity trackers like Fitbit are used for self-tracking of physical activity by an increasing number of individuals. Comparing physical activity scores with peers can contribute to the desired behavioural change. However, for meaningful social comparison a high inter-device reliability is paramount. This study aimed to determine the inter-device reliability of Fitbit activity trackers in measuring steps. Ten activity trackers (Fitbit Ultra) were worn by a single person (male, 46 years) during eight consecutive days. Inter-device reliability was assessed on three different levels of aggregation (minutes, hours, days) with various methods, including intra-class correlation coefficient (ICC), Bland-Altman plots, limits of agreement (LOA) and Mixed Model Analysis. Results showed that the inter-device reliability of the Fitbit in measuring steps is good at all levels of aggregation (minutes, hours, days), but especially when steps were measured per day. This implies that individuals can reliably compare their daily physical activity scores with peers.

Entities:  

Keywords:  Accelerometry; Fitbit; objective measurement; physical activity; reliability

Mesh:

Year:  2015        PMID: 26017748     DOI: 10.3109/03091902.2015.1050125

Source DB:  PubMed          Journal:  J Med Eng Technol        ISSN: 0309-1902


  18 in total

1.  Validation of a Self-Monitoring Tool for Use in Exercise Therapy.

Authors:  Camilla S Powierza; Michael D Clark; Jaime M Hughes; Kevin A Carneiro; Jason P Mihalik
Journal:  PM R       Date:  2017-04-09       Impact factor: 2.298

2.  Sharing Patient-Generated Data in Clinical Practices: An Interview Study.

Authors:  Haining Zhu; Joanna Colgan; Madhu Reddy; Eun Kyoung Choe
Journal:  AMIA Annu Symp Proc       Date:  2017-02-10

3.  Investigating the within-person relationships between activity levels and sleep duration using Fitbit data.

Authors:  Yue Liao; Michael C Robertson; Andrea Winne; Ivan H C Wu; Thuan A Le; Diwakar D Balachandran; Karen M Basen-Engquist
Journal:  Transl Behav Med       Date:  2021-03-16       Impact factor: 3.046

4.  Understanding physical activity lapses among women: responses to lapses and the potential buffering effect of social support.

Authors:  Leah M Schumacher; Danielle Arigo; Coco Thomas
Journal:  J Behav Med       Date:  2017-04-05

5.  Application of N-of-1 Experiments to Test the Efficacy of Inactivity Alert Features in Fitness Trackers to Increase Breaks from Sitting in Older Adults.

Authors:  Dori E Rosenberg; Elyse Kadokura; Margaret E Morris; Anne Renz; Roger M Vilardaga
Journal:  Methods Inf Med       Date:  2017-08-16       Impact factor: 2.176

Review 6.  Adapting Technological Interventions to Meet the Needs of Priority Populations.

Authors:  Sarah E Linke; Britta A Larsen; Becky Marquez; Andrea Mendoza-Vasconez; Bess H Marcus
Journal:  Prog Cardiovasc Dis       Date:  2016-03-06       Impact factor: 8.194

Review 7.  Systematic review of the validity and reliability of consumer-wearable activity trackers.

Authors:  Kelly R Evenson; Michelle M Goto; Robert D Furberg
Journal:  Int J Behav Nutr Phys Act       Date:  2015-12-18       Impact factor: 6.457

8.  Reliability and validity of ten consumer activity trackers.

Authors:  Thea J M Kooiman; Manon L Dontje; Siska R Sprenger; Wim P Krijnen; Cees P van der Schans; Martijn de Groot
Journal:  BMC Sports Sci Med Rehabil       Date:  2015-10-12

Review 9.  Activity Theory as a Theoretical Framework for Health Self-Quantification: A Systematic Review of Empirical Studies.

Authors:  Manal Almalki; Kathleen Gray; Fernando Martin-Sanchez
Journal:  J Med Internet Res       Date:  2016-05-27       Impact factor: 5.428

10.  Validity and Reliability of Fitbit Flex for Step Count, Moderate to Vigorous Physical Activity and Activity Energy Expenditure.

Authors:  Ashleigh Sushames; Andrew Edwards; Fintan Thompson; Robyn McDermott; Klaus Gebel
Journal:  PLoS One       Date:  2016-09-02       Impact factor: 3.240

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