Abstract Background In parallel with a decline in cigarette smoking in the previous decade, other tobacco and nicotine products (TNPs), that are often used concurrently, have gained popularity among adolescents. The purpose of this study was to identify patterns of tobacco and nicotine product use among Serbian adolescents. Methods Data for this study were obtained from Health Behavior in School-aged Children (HBSC), a WHO collaborative cross-national study of adolescent health and well-being, that was conducted in Serbia in 2022 on a sample of 3713 students 11,13 and 15 years old. Descriptive statistics was used as well as latent class analysis to classify students based on their past-month use of cigarettes, e-cigarettes, heated tobacco products, waterpipes, and oral tobacco/nicotine products. Results Among students 11,13 and 15 years old, 10.2% smoke cigarettes, 13% use e-cigarettes, 11.1% waterpipes, 3.7% oral tobacco/nicotine products, and 4.5% heated tobacco products with differences by age and sex. We found high percentages of dual use of TNPs among cigarette smokers. Among students who smoke cigarettes, 61.6% also use e-cigarettes, 36.2% smoke waterpipes, 30.2% heated tobacco products, and 24.1% oral tobacco/nicotine products. Latent class analysis identified three classes as optimal solution: (1) dual e-cigarette and cigarette users (6.9%); (2) minimal/non-users (83.2%) and (3) poly tobacco and nicotine products users (9.9%). Statistically significant differences between classes were found in age and sex. Conclusions Dual and poly-tobacco and nicotine use is common among Serbian adolescents and presents a challenge for monitoring and public health response. Findings contribute to a better understanding of patterns and heterogeneity of TNPs use among adolescents and might have implications for prevention and cessation interventions for youth. Key messages • Among students 11,13 and 15 years old, tobacco and nicotine products, other than cigarettes is gaining popularity and with the e-cigarettes being the most popular product. • Dual and poly tobacco and nicotine products use is new challenged that should be taken into account in tobacco and nicotine monitoring, cessation and prevention.
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