miun.sePublications
Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
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. (Swedish Winter Sports Research Centre)
Swinburne University of Technology, Melbourne, Australia.
Mid Sweden University, Faculty of Human Sciences, Department of Health Sciences. University of Tromsø - The Arctic University of Norway, Tromsø, Norway; University of British Columbia, Vancouver, BC, Canada. (Swedish Winter Sports Research Centre)ORCID iD: 0000-0002-3814-6246
University of Würzburg, Germany.
2018 (English)In: JMIR mhealth and uhealth, E-ISSN 2291-5222, Vol. 6, no 4, article id e102Article in journal (Refereed) 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.

Place, publisher, year, edition, pages
2018. Vol. 6, no 4, article id e102
Keywords [en]
activity tracker, data mining, Internet of Things, load management, physical activity, smartwatch
National Category
Sport and Fitness Sciences Engineering and Technology
Identifiers
URN: urn:nbn:se:miun:diva-35349DOI: 10.2196/mhealth.9341PubMedID: 29712629Scopus ID: 2-s2.0-85047275316OAI: oai:DiVA.org:miun-35349DiVA, id: diva2:1273693
Note

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.

Available from: 2018-12-21 Created: 2018-12-21 Last updated: 2019-03-27Bibliographically approved

Open Access in DiVA

fulltext(849 kB)123 downloads
File information
File name FULLTEXT01.pdfFile size 849 kBChecksum SHA-512
4a68c2da753e9a53d7d582e9d03ae7412b0492912cd11d60a60ebf2c2e998cd860d25c38954fd40f1e5e936ee9026d3b93323ee509ce3a70a62e46d3c21e020c
Type fulltextMimetype application/pdf

Other links

Publisher's full textPubMedScopushttps://mhealth.jmir.org/2018/4/e102/

Authority records BETA

Holmberg, H. -C

Search in DiVA

By author/editor
Holmberg, H. -C
By organisation
Department of Health Sciences
In the same journal
JMIR mhealth and uhealth
Sport and Fitness SciencesEngineering and Technology

Search outside of DiVA

GoogleGoogle Scholar
Total: 123 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

doi
pubmed
urn-nbn

Altmetric score

doi
pubmed
urn-nbn
Total: 109 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf