Prevention Research Center, Pacific Institute for Research and Evaluation, 2150 Shattuck Avenue Suite 601, Berkeley, CA, USA.
Prevention Research Center, Pacific Institute for Research and Evaluation, 2150 Shattuck Avenue Suite 601, Berkeley, CA, USA; School of Public Health, University of California at Berkeley, 2121 Berkeley Way, Berkeley, CA, USA.
Addict Behav. 2022 Mar;126:107202. doi: 10.1016/j.addbeh.2021.107202. Epub 2021 Nov 27.
We investigated youth daily activity spaces, travel patterns, exposure to tobacco retail marketing, and tobacco and cannabis use and co-use.
Data included 1,060 daily assessments from 100 participants (16-20 years old) in 8 California cities. Using GPS-enabled smartphones with a survey application, youth completed brief daily surveys, and location coordinates were obtained at one-minute intervals. Tobacco outlets in study cities were visited by observers to record outlet GPS point locations and data concerning tobacco marketing. Tobacco outlet addresses and GPS location coordinates were geocoded. Activity spaces were constructed by joining sequential location points. Measures included the number of outlets with outdoor tobacco marketing within 50 m of activity space polylines and the amount of time participants were within 50 m of these outlets each day. Participants also reported tobacco and cannabis use and whether they saw tobacco ads by their neighborhood, school, workplace, and anywhere else each day. Additionally each day they reported how much time they traveled by different modes of transportation, with parents/guardians, and with friends.
In mixed effects multinomial regression models, perceived exposure to tobacco marketing was associated with co-use of tobacco and cannabis on a given day (RRR = 1.66, p < 0.05). Although perceived exposure to tobacco marketing was not associated with tobacco use only, moderation analysis indicated that the likelihood of tobacco use was greater among youth who walked/biked/skated more (RRR = 5.22, p < 0.05).
Perceived exposure to tobacco marketing contributes to youth tobacco and cannabis use or co-use, especially for those who travel by walking/biking/skating.
我们调查了年轻人的日常活动空间、出行模式、接触烟草零售营销以及烟草和大麻的使用和共同使用情况。
数据包括来自加利福尼亚州 8 个城市的 100 名参与者(16-20 岁)的 1060 次日常评估。使用具有调查应用程序的 GPS 功能智能手机,年轻人每天完成简短的日常调查,并以一分钟的间隔获取位置坐标。研究城市的烟草销售点由观察员访问,以记录销售点的 GPS 点位置和有关烟草营销的数据。烟草销售点地址和 GPS 位置坐标被地理编码。活动空间通过连接连续的位置点构建。措施包括活动空间周边 50 米范围内有户外烟草营销的销售点数量以及参与者每天在这些销售点 50 米范围内的时间量。参与者还报告了他们每天在邻里、学校、工作场所和其他任何地方看到烟草广告的情况。此外,他们每天报告了他们使用不同交通方式、与父母/监护人以及与朋友出行的时间量。
在混合效应多项回归模型中,感知到的烟草营销暴露与当天同时使用烟草和大麻有关(RRR=1.66,p<0.05)。虽然感知到的烟草营销暴露与仅使用烟草无关,但调节分析表明,对于更多步行/骑自行车/滑冰的年轻人,使用烟草的可能性更大(RRR=5.22,p<0.05)。
感知到的烟草营销暴露会导致年轻人同时使用烟草和大麻,尤其是对于那些更多步行/骑自行车/滑冰的年轻人。