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Validity of Fitbit's active minutes as compared with a research-grade accelerometer and self-reported measures.

Wayne BrewerBrian T SwansonAlexis Ortiz
Published in: BMJ open sport & exercise medicine (2017)
The data produced by the Fitbit were consistent with the ActiGraph when the means of each device were compared over the 1-day and 7-day time periods. However, Bland-Altman analyses revealed that the Fitbit agreed with the ActiGraph when used to measure physical activity levels over a 7-day span only.
Keyphrases
  • physical activity
  • electronic health record
  • body mass index
  • single cell
  • big data
  • machine learning
  • sleep quality
  • artificial intelligence