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A novel integrative procedure for identifying and integrating three-dimensions of objectively measured free-living sedentary behaviour.

Anna MyersCatherine GibbonsEdward ButlerMichelle DaltonNicola BucklandJohn BlundellGraham Finlayson
Published in: BMC public health (2017)
Information from two validated activity monitors was combined to obtain an objective measure of free-living SB based on posture and activity intensity during waking hours. The amount of sedentary time accumulated varied according to the definition of SB and its measurement. The novel data integration and processing procedures presented in this paper represents an opportunity to investigate whether different components of SB are differentially related to health end points.
Keyphrases
  • physical activity
  • public health
  • healthcare
  • health information
  • mental health
  • electronic health record
  • minimally invasive
  • risk assessment
  • machine learning
  • human health
  • social media
  • climate change