Abdel Magid Hoda S, Halpern-Felsher Bonnie, Ling Pamela M, Bradshaw Patrick T, Mujahid Mahasin S, Henriksen Lisa
Department of Epidemiology and Population Health, Stanford University, Palo Alto, California.
Division of Adolescent Medicine, Department of Pediatrics, Stanford University, Palo Alto, California.
J Adolesc Health. 2020 Apr;66(4):423-430. doi: 10.1016/j.jadohealth.2019.09.004. Epub 2019 Nov 26.
The rise of noncigarette, alternative tobacco product (ATP) use among adolescents may be due in part to an increase in retail availability of ATPs. We examined whether proximity and density of tobacco retailers near students' homes are associated with a higher likelihood of initiating ATP use over time.
Using data from 728 adolescents (aged 13-19 years at baseline) residing in 191 different neighborhoods and attending 10 different California high schools, longitudinal multilevel and cross-classified random effect models evaluated individual-level, neighborhood-level, and school-level risk factors for ATP initiation after 1 year. Covariates were obtained from the American Community Survey and the California Department of Education.
The sample was predominantly female (63.5%) and was racially and ethnically diverse. Approximately one third of participants (32.5%) reported ever ATP use at baseline, with 106 (14.5%) initiating ATP use within 1 year. The mean number of tobacco retailers per square mile within a tract was 5.66 (standard deviation = 6.3), and the average distance from each participant's residence to the nearest tobacco retailer was .61 miles (standard deviation = .4). Living in neighborhoods with greater tobacco retailer density at baseline was associated with higher odds of ATP initiation (odds ratio = 1.22, 95% confidence interval = 1.07-2.12), controlling for individual and school factors.
Tobacco retailers clustered in students' home neighborhood may be an environmental influence on adolescents' ATP use. Policy efforts to reduce adolescent ATP use should aim to reduce the density of tobacco retailers and limit the proximity of tobacco retailers near adolescents' homes and schools.
青少年中非卷烟类替代烟草产品(ATP)使用的增加,部分原因可能是ATP在零售市场的可获得性提高。我们研究了学生家附近烟草零售商的 proximity 和密度是否与随着时间推移开始使用ATP的可能性增加相关。
利用来自居住在191个不同社区、就读于加利福尼亚州10所不同高中的728名青少年(基线年龄为13 - 19岁)的数据,纵向多层次和交叉分类随机效应模型评估了1年后开始使用ATP的个体层面、社区层面和学校层面的风险因素。协变量来自美国社区调查和加利福尼亚州教育部。
样本以女性为主(63.5%),种族和民族多样。约三分之一的参与者(32.5%)在基线时报告曾使用过ATP,其中106人(14.5%)在1年内开始使用ATP。每平方英里区域内烟草零售商的平均数量为5.66(标准差 = 6.3),每个参与者住所到最近烟草零售商的平均距离为0.61英里(标准差 = 0.4)。在控制个体和学校因素后,基线时居住在烟草零售商密度较高社区与开始使用ATP的较高几率相关(优势比 = 1.22,95%置信区间 = 1.07 - 2.12)。
聚集在学生家附近的烟草零售商可能是影响青少年使用ATP的环境因素。减少青少年使用ATP的政策措施应旨在降低烟草零售商的密度,并限制烟草零售商与青少年家庭和学校的距离。