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Pattern measures of sedentary behaviour in adults: A literature review.

Simone T BoeremaLex van VelsenMiriam Mr VollenbroekHermie J Hermens
Published in: Digital health (2020)
Objective sedentary measures can be grouped into simple and complex measures of sedentary time accumulation during the day. These measures serve different goals. The answer to the question as to which measures are most suitable to report, is strongly dependent on the research question. We have shown that the reported measures were dependent on (a) the sensing method, (b) the classification method, (c) the experimental and data cleaning protocol and (d) the applied definitions of bouts and breaks. We recommend that studies should always report total wear-time, total sedentary time, number of bouts and at least one measure describing the diversity of bout lengths in the sedentary behaviour such as the half-life bout duration. Additionally, we recommend reporting the measurement conditions and data processing steps.
Keyphrases
  • physical activity
  • randomized controlled trial
  • deep learning
  • big data
  • emergency department
  • artificial intelligence