Londani Mukhethwa, Sewani-Rusike Constance, Ayo-Yusuf Olalekan, Oladimeji Olanrewaju
Directorate of Research and Innovation, Tshwane University of Technology, Pretoria, South Africa.
Department of Human Biology, Faculty of Medicine and Health Sciences, Walter Sisulu University, Mthatha, South Africa.
Tob Induc Dis. 2025 Jul 26;23. doi: 10.18332/tid/207126. eCollection 2025.
Adolescent multiple tobacco use is a major public health issue, both in South Africa and globally. This study sought to use latent class analysis to identify patterns of tobacco products use (combustible cigarettes, chewing tobacco, snuff) and combustible non-cigarette tobacco products smoking (such as cigars, little cigars, pipes) and related factors among adolescents in South Africa.
Data from the Global Youth Tobacco Survey (2011) were used. A nationally representative cross-sectional school-based survey was conducted among secondary school students using a stratified two-stage cluster sampling. The sample comprised 10822 students in grades 8 to 11 in South Africa (approximately aged 13-18 years). Latent class analysis was used to identify patterns of tobacco use and examined how sociodemographic and tobacco-related characteristics are associated with such patterns. Subsequently, the multinomial logistic regression analysis was used to assess the relationship between covariates and tobacco-related variables with the probability of belonging to a specific latent class.
The latent class analysis identified three classes: Class 1 (8.8%) was characterized by high probabilities of multiple tobacco product use; Class 2 (3.4%) had high probabilities of combustible non-cigarette tobacco products smoking; and Class 3 (83.9%) showed a minimal likelihood of current use across all four products. Compared to non-users, adolescents exposed to peer smoking had significantly higher odds of multiple product use (AOR=4.07; 95% CI: 2.93-5.66) and combustible tobacco use (AOR=6.29; 95% CI: 4.15-9.53). Parental smoking was also associated with increased odds of both multiple (AOR=2.33; 95% CI: 1.81-3.00) and combustible (AOR=1.91; 95% CI: 1.31-2.79) tobacco use. Females had lower odds than males of using multiple (AOR=0.65; 95% CI: 0.49-0.87) and combustible products (AOR=0.51; 95% CI: 0.36-0.71). Older adolescents (aged ≥18 years) were more likely to be multiple users (AOR=4.18; 95% CI: 1.59-10.98). Support for smoke-free policies was associated with reduced odds of tobacco use, while knowledge of smoking harms was associated with combustible tobacco use (AOR=1.60; 95% CI: 1.07-2.39).
Multiple tobacco use and combustible non-cigarette tobacco products smoking is common among South African adolescents. Understanding different patterns of multiple tobacco use and combustible non-cigarette tobacco products smoking can help to inform prevention and cessation programs for adolescents. Given the risk adolescents face, tobacco cessation interventions tailored to their tobacco product of choice are urgently needed.
青少年多种烟草使用在南非乃至全球都是一个重大的公共卫生问题。本研究旨在运用潜在类别分析来确定南非青少年烟草制品使用模式(可燃香烟、嚼烟、鼻烟)以及可燃非香烟烟草制品吸食模式(如雪茄、小雪茄、烟斗)及其相关因素。
使用了全球青少年烟草调查(2011年)的数据。通过分层两阶段整群抽样,对南非中学生开展了一项具有全国代表性的基于学校的横断面调查。样本包括南非8至11年级的10822名学生(年龄约13 - 18岁)。运用潜在类别分析来确定烟草使用模式,并研究社会人口统计学和烟草相关特征如何与这些模式相关联。随后,采用多项逻辑回归分析来评估协变量与烟草相关变量之间的关系以及属于特定潜在类别的概率。
潜在类别分析确定了三个类别:类别1(8.8%)的特征是多种烟草制品使用概率高;类别2(3.4%)可燃非香烟烟草制品吸食概率高;类别3(83.9%)在所有四种产品中当前使用可能性最小。与不使用者相比,接触同伴吸烟的青少年多种产品使用(调整后比值比[AOR]=4.07;95%置信区间[CI]:2.93 - 5.66)和可燃烟草使用(AOR=6.29;95% CI:4.15 - 9.53)的几率显著更高。父母吸烟也与多种(AOR=2.33;95% CI:1.81 - 3.00)和可燃(AOR=1.91;95% CI:1.31 - 2.79)烟草使用几率增加相关。女性使用多种(AOR=0.65;95% CI:0.49 - 0.87)和可燃产品(AOR=0.51;95% CI:0.36 - 0.71)的几率低于男性。年龄较大的青少年(≥18岁)更有可能是多种使用者(AOR=4.18;95% CI:1.59 - 10.98)。对无烟政策的支持与烟草使用几率降低相关,而对吸烟危害的认知与可燃烟草使用相关(AOR=1.60;95% CI:1.07 - 2.39)。
多种烟草使用和可燃非香烟烟草制品吸食在南非青少年中很常见。了解多种烟草使用和可燃非香烟烟草制品吸食的不同模式有助于为青少年预防和戒烟项目提供信息。鉴于青少年面临的风险,迫切需要针对他们所选择的烟草制品量身定制戒烟干预措施。