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Differences in Life Space Activity Patterns Between Older Adults With Mild Cognitive Impairment Living Alone or as a Couple: Cohort Study Using Passive Activity Sensing.

Marijn MuurlingWan-Tai M Au-YeungZachary BeattieChao-Yi WuHiroko H DodgeNathaniel K RodriguesSarah GothardLisa C SilbertLisa L BarnesJoel S SteeleJeffrey A Kaye
Published in: JMIR aging (2023)
This study shows that in-home behavior is different when a participant is living alone compared to when they are living as a couple, meaning that the household type should be considered when studying in-home behavior. The effects of MCI status can be detected with in-home sensors, even in 2-person homes, but data should be analyzed on an hour-to-hour basis or longitudinally.
Keyphrases
  • mild cognitive impairment
  • cognitive decline
  • healthcare
  • blood pressure
  • physical activity
  • electronic health record
  • big data
  • machine learning
  • low cost
  • artificial intelligence