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Using Multimodal Assessments to Capture Personalized Contexts of College Student Well-being in 2020: Case Study.

Jocelyn LaiAmir M RahmaniAsal YunusovaAlexander P RiveraSina LabbafSirui HuNikil D DuttRamesh C JainJessica L Borelli
Published in: JMIR formative research (2021)
We observed more pandemic concerns in April and noticed other contextual events relating to this individual's well-being, reflecting how college students continue to experience life events during the pandemic. The rich monitoring data alongside contextual data may be beneficial for clinicians to understand client experiences and offer personalized treatment plans. We discuss benefits as well as future directions of this system, and the conclusions we can draw regarding the links between the COVID-19 pandemic and college student mental health.
Keyphrases
  • mental health
  • sars cov
  • coronavirus disease
  • electronic health record
  • big data
  • medical education
  • medical students
  • palliative care
  • data analysis
  • machine learning
  • mental illness
  • current status
  • smoking cessation