Previous studies have found a positive association between regular use of Nicotine Salt Pod Systems (NSPS) and abstinence from combustible cigarette use among smokers. This study assessed factors associated with daily use of NSPS among smokers who abstained from cigarette smoking 6 months after initiating NSPS use and those who continued smoking. Adult current smokers (age≥21) who bought an NSPS starter kit and completed baseline and 180-day follow-up assessments (N=18,834) reported demographic characteristics, smoking history and motivations for NSPS purchase at baseline and past 30-day cigarette smoking and NSPS use at 180-day assessment. The sample was stratified by switching (past 30-day abstinence from smoking) status at 180 days; differences in baseline characteristics among daily/non-daily NSPS users in each subgroup were assessed. The sample was divided into independent training and validation sets, and logistic regression models examined associations between baseline characteristics and daily/non-daily NSPS use at 180-days. Among switchers, daily NSPS users (vs. non-daily users) were more likely to be daily smokers, have a smoking history of >10 years, and cite quitting smoking as reasons for purchase. Smoking for >20 years (aOR = 2.7, CI = 1.5-4.9), smoking for 10-20 years (aOR = 1.6, CI = 1.0-2.6), believing NSPS to be less harmful than cigarettes (aOR = 1.4. CI = 1.1-1.8) and daily smoking at baseline (aOR = 1.8, CI = 1.5-2.4) were associated with daily NSPS use at 180-days in the switching subgroup. Logistic models from training samples performed well in validation samples (accuracy scores ranging from 0.68 – 0.73). This study provides new longitudinal data on attributes associated with regular NSPS use among smokers who switch from combustible cigarettes. Identifying factors associated with NSPS use and switching behavior may inform likelihood of behavior change or support development of techniques to aid switching away from cigarettes.
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