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Correlates of Stress in the College Environment Uncovered by the Application of Penalized Generalized Estimating Equations to Mobile Sensing Data.

Alex W daSilvaJeremy F HuckinsRui WangWeichen WangDylan D WagnerAndrew T Campbell
Published in: JMIR mHealth and uHealth (2019)
By combining recent statistical methods and mobile phone sensing, we have been able to study stressors in the college experience in a way that is more objective, detailed, and less intrusive than past research. Future work can leverage information gained from passive sensing and use that to develop real-time, targeted interventions for students experiencing a stressful time.
Keyphrases
  • physical activity
  • current status
  • artificial intelligence
  • deep learning
  • high school