~/talk

Sleep Debt in Student Life: Online Attention Focus, Facebook, and Mood

Talkat CHI 2016 · 2016-05-07..05-12· [data-science]
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Seventy-six college students are monitored for seven days using logged computer and phone use plus sleep diaries and daily surveys; analysis uses linear mixed models controlling for age, gender, workload and deadlines. Median sleep is eight hours, average computer focus is just over one minute and Facebook use averages about 28 minutes per day. Less sleep predicts shorter focus and higher perceived work pressure; greater sleep debt predicts more Facebook use and worse affect, while longer sleep oddly correlates with lower self-rated productivity.

AI-written summary · about

  1. 0:00Introduction to sleep study
  2. 1:09Sleep debt and IT use research gap
  3. 2:35Hypotheses on sleep and productivity
  4. 4:48Study design and data collection
  5. 6:11Measures and analysis methods
  6. 8:19Key findings on sleep and focus
  7. 9:45Sleep debt and Facebook use
  8. 10:26Sleep debt and mood impact
  9. 11:55Bidirectional sleep and IT use
  10. 13:20Q&A with Andrew Monk
  11. 14:46Future research directions
  12. 15:09Sleep measurement methods
  13. 16:16Q&A on sleep cycle solutions
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