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Time-Varying Mediation of Pharmacological Smoking Cessation Treatments on Smoking Lapse via Craving, Cessation Fatigue, and Negative Mood.

Yajnaseni ChakrabortiDonna L CoffmanMegan E Piper
Published in: Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco (2022)
This study aimed to understand the underlying dynamic mechanisms of the smoking cessation process using a new analytical approach that capitalizes on the intensive longitudinal data collected via EMAs. The findings from this study further elucidate the smoking cessation process and provide insight into behavioral intervention targets and the timing of such interventions through the estimation of time-varying mediation effects.
Keyphrases
  • smoking cessation
  • replacement therapy
  • physical activity
  • bipolar disorder
  • sleep quality
  • social support
  • machine learning
  • depressive symptoms
  • cross sectional
  • big data
  • artificial intelligence
  • data analysis