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Assessing Young Adults' ENDS Use via Ecological Momentary Assessment and a Smart Bluetooth Enabled ENDS Device.

Zehan LiCarson Benowitz-FredericksPamela M LingJoanna E CohenJohannes Thrul
Published in: Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco (2021)
The comparison of EMA self-reports and passively collected ENDS device data can inform future efforts to assess ENDS use. Self-reported puff counts are preferable over number of sessions or amount of liquid used, but compared with objective usage data, self-reported puff counts may still underestimate actual use. ENDS use behavior is likely higher than users estimate and report. Future research on improved measures of ENDS use is needed.
Keyphrases
  • young adults
  • electronic health record
  • current status
  • big data
  • climate change
  • emergency department
  • risk assessment
  • ionic liquid
  • quality improvement
  • deep learning
  • data analysis
  • drug induced
  • clinical evaluation