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Smartphone Keyboard Interaction Monitoring as an Unobtrusive Method to Approximate Rest-Activity Patterns: Experience Sampling Study Investigating Interindividual and Metric-Specific Variations.

Karin C H J SmoldersGerrieke B Druijff-van de WoestijneKim A MeijerHannah McconchieYvonne A W de Kort
Published in: Journal of medical Internet research (2023)
We replicated the positive potential of smartphone keyboard interaction monitoring for estimating rest-activity patterns among populations of regular smartphone users. Chronotype and trait self-control did not significantly influence the metrics' accuracy, whereas general sleep quality did: the behavioral proxies obtained from smartphone interactions appeared to be less powerful among students who experienced lower general sleep quality. The generalization and underlying process of these findings require further investigation.
Keyphrases
  • sleep quality
  • depressive symptoms
  • physical activity
  • dna methylation
  • risk assessment
  • gene expression
  • climate change