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The impact of selected methodological factors on data collection outcomes in observational studies of device-measured physical behaviour in adults: A systematic review.

Richard M PulsfordLaura BrocklebankSally A M FentonEsmée BakkerGregore I MielkeLi-Tang TsaiAndrew J AtkinDanielle L HarveyJoanna M BlodgettMatthew AhmadiLe WeiAlex RowlandsAiden DohertyVegar RangulAnnemarie KosterLauren B SherarAndreas HoltermannMark HamerEmmanuel Stamatakis
Published in: The international journal of behavioral nutrition and physical activity (2023)
Methodological decisions including accelerometer wear-location and method of distribution may influence important data collection outcomes including recruitment and accelerometer wear-time. Consistent and comprehensive reporting of accelerometer data collection methods and outcomes is needed to support development of future studies and international consortia. Review supported by the British Heart Foundation (SP/F/20/150002) and registered (Prospero CRD42020213465).
Keyphrases
  • physical activity
  • electronic health record
  • big data
  • heart failure
  • mental health
  • type diabetes
  • atrial fibrillation
  • data analysis
  • machine learning
  • metabolic syndrome
  • glycemic control
  • adverse drug