how many cigarettes do you smoke per day smokers say they 10, 20, 5, or 15 a day. #WorldNoTobaccoDay Factors associated with smoking intensity

As a first step toward personalized care for smoking cessation, by using a novel ML approach with baseline measures of clinical and executive functioning, researchers were able to predict smoking cessation outcomes following a group enrolled in cognitive behavioral therapy 43

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Mackay D, S Haw, J G Ayres, C Fischbacher, and J P Pell (2010), Smoke-free legislation and hospitalizations for childhood asthma, New England Journal of Medicine 363: 1139-1145

One advantage of the regression-based approach was that it allowed us to distinguish the influence of proximal peers (e.g., close friends) from more distal peers (e.g., pupils in the same school class or year group), and to assess both lagged and contemporaneous peer influence effects (Murray et al., 2023)