A Multilevel Latent Class Analysis of Smoking Stages in Adolescents and Its Predictors



Karimi M¹ ; Mohamamd K¹ ; Rahimiforoushani A¹ ; Hosseini M¹ ; Mohammadpoorasl A² ; Nourijelyani K¹ Show Affiliations
Source: Acta Medica Iranica Published:2018

Abstract

Adolescent smoking status is the powerful predictor for adult smoking where the most people who start smoking at lower ages continue to smoke later. The smoking process is complicated and is not limited to smokers and non-smokers, but includes patterns and different stages that need to be identified and evaluated. The main objectives of the current study were to identify the stages of smoking in adolescents and to assess factors influencing the patterns of smoking in this population. Using the multistage random sampling, 56 high schools with a total of 205 classrooms were randomly selected. The total number of 4907 high school students in Tabriz, Iran participated in the current study and completed a self-administered questionnaire. The multilevel latent class analysis was used in smoking stage determination. Three stages of smoking were identified nonsmokers, moderate, and heavy smokers with prevalence 71.3%, 22.4%, and 6.3%, respectively. In gender-specific analysis, such figures were 82.6%, 14.5%, and 2.7% for girls and 77.3%, 15.6%, and 7% for boys, respectively. Age, the grade point average, living with parents, having smoking friends and family, risk-taking behaviors, self-injury, attitude and positive thinking about smoking were significantly associated with smoking stages in students. The social-economic status did not have significant association with the smoking stage. Using multilevel classification technique that considers the hierarchal construct of data, a more reliable stage of smoking was measured in male and female adolescents. © 2018 Tehran University of Medical Sciences. All rights reserved.