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Data · dataset · 2018

Validation of the VitaBit Sit-Stand Tracker

Listed in IISH Dataverse and ODISSEI Portal — shown once because both records carry DOI 10.34894/i7xhjg

Sedentary behavior (SB) raises risks for detrimental consequences and is not compensable by other health behaviors such as moderate-to-vigorous physical activity (PA).

Description

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 %.

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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.

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Stated by source
Social Sciences · Social Sciences
Provenance · 2 source records, 12 field assertions
SourceKeyLast seenRaw
IISH Dataversedoi:10.34894/I7XHJG10 d agoJSON v1
ODISSEI Portaldoi:10.34894/I7XHJG6 d agoJSON v1
FieldAssertionExtractorEvidence
concepts[field].dataverse_subject:social-sciencessource · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].dataverse_subject:social-sciencessource · portal odissei nlconnector:portal_odissei_nl@1.0.0/subjects
concepts[field].local:field:psychology-behavioralmapping · portal odissei nlconnector:portal_odissei_nl@1.0.0/subjects
concepts[field].local:field:psychology-behavioralmapping · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].local:field:social-sciencemapping · datasets iisg amsterdamconnector:datasets_iisg_amsterdam@1.0.0/subjects
concepts[field].local:field:social-sciencemapping · portal odissei nlconnector:portal_odissei_nl@1.0.0/subjects
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