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Recommendations for Assessment of the Reliability, Sensitivity, and Validity of Data Provided by Wearable Sensors Designed for Monitoring Physical Activity
University of Würzburg, Würzburg, Germany.
Swinburne University of Technology, Melbourne, Australia.
Mittuniversitetet, Avdelningen för hälsovetenskap.ORCID-id: 0000-0002-3814-6246
University of Würzburg, Germany.
2018 (Engelska)Ingår i: JMIR mhealth and uhealth, E-ISSN 2291-5222, Vol. 6, nr 4, artikel-id e102Artikel i tidskrift (Refereegranskat) Published
Abstract [en]

Although it is becoming increasingly popular to monitor parameters related to training, recovery, and health with wearable sensor technology (wearables), scientific evaluation of the reliability, sensitivity, and validity of such data is limited and, where available, has involved a wide variety of approaches. To improve the trustworthiness of data collected by wearables and facilitate comparisons, we have outlined recommendations for standardized evaluation. We discuss the wearable devices themselves, as well as experimental and statistical considerations. Adherence to these recommendations should be beneficial not only for the individual, but also for regulatory organizations and insurance companies.

Ort, förlag, år, upplaga, sidor
2018. Vol. 6, nr 4, artikel-id e102
Nyckelord [en]
activity tracker, data mining, Internet of Things, load management, physical activity, smartwatch
Nationell ämneskategori
Idrottsvetenskap Teknik och teknologier
Identifikatorer
URN: urn:nbn:se:ltu:diva-84520DOI: 10.2196/mhealth.9341ISI: 000488249000024PubMedID: 29712629Scopus ID: 2-s2.0-85060368135OAI: oai:DiVA.org:ltu-84520DiVA, id: diva2:1555682
Anmärkning

Originally published in JMIR Mhealth and Uhealth (http://mhealth.jmir.org), 30.04.2018. This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR mhealth and uhealth, is properly cited.

Tillgänglig från: 2021-05-19 Skapad: 2021-05-19 Senast uppdaterad: 2021-05-26Bibliografiskt granskad

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Förlagets fulltextPubMedScopusFulltexthttps://mhealth.jmir.org/2018/4/e102/

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Holmberg, H. -C

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