Validation of the VitaBit Sit-Stand Tracker Detecting sitting, standing, and activity patterns

DOI

Sedentary behavior (SB) raises risks for detrimental consequences and is not compensable by other health behaviors such as moderate-to-vigorous physical activity (PA). In order to understand and mitigate SB, tools for measuring and monitoring SB are essential. While current direct-to-customer wearables focus on PA, the VitaBit focusing on SB was developed and validated. It was tested in a laboratory and in a free-living condition comparing it to direct observation and to a current best-practice device, the ActiGraph, on a minute-by-minute basis. In the laboratory, the VitaBit yielded specificity, and negative predictive rates (NPR) of above 91.2 % for sitting and standing, while sensitivity and precision ranged from 74.6 % to 85.7 %. For walking, all performance values exceeded 97.3 %. In the free-living condition, the device revealed performance of over 72.6 % for sitting with the ActiGraph as criterion. While sensitivity and precision for standing and walking ranged from 48.2 % to 68.7 %, specificity and NPR exceeded 83.9 %. According to the laboratory part, high performance for sitting, standing and walking make the VitaBit eligible for SB monitoring. As the results are not transferrable to daily life activities, a direct observation study in a free-living setting is recommended.

Identifier
DOI https://doi.org/10.34894/I7XHJG
Metadata Access https://dataverse.nl/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.34894/I7XHJG
Provenance
Creator Berninger, Nathalie M. ORCID logo; Hoor, Gill A. ten ORCID logo; Plasqui, Guy
Publisher DataverseNL
Contributor Berninger, Nathalie M.; faculty data manager FPN
Publication Year 2018
Rights info:eu-repo/semantics/restrictedAccess
OpenAccess false
Contact Berninger, Nathalie M. (Maastricht University); faculty data manager FPN (Maastricht University)
Representation
Resource Type sources code for R; Dataset
Format application/vnd.openxmlformats-officedocument.spreadsheetml.sheet; text/plain
Size 8738; 863204; 8748; 19053; 8972; 23429; 8846; 21025; 38133
Version 1.0
Discipline Agriculture, Forestry, Horticulture, Aquaculture; Agriculture, Forestry, Horticulture, Aquaculture and Veterinary Medicine; Life Sciences; Social Sciences; Social and Behavioural Sciences; Soil Sciences