Wolfson Institute of Population Health, Queen Mary University of London, London, UK.
University College London, Tobacco and Alcohol Research Group, Department of Behavioural Science and Health, London, UK.
Public Health Res (Southampt). 2023 Sep;11(7):1-39. doi: 10.3310/RPDN7327.
It is not currently clear what impact alternative nicotine-delivery products (electronic cigarettes, heated tobacco products and snus) have on smoking rates and cigarette sales.
To assess whether access to these products promotes smoking in the population.
We examined associations of alternative nicotine product use and sales with smoking rates and cigarette sales overall, and in different age and socioeconomic groups, and compared smoking prevalence over time in countries with contrasting regulations of these products. For electronic cigarettes, we examined data from countries with historically similar smoking trajectories but differing current electronic cigarette regulations (United Kingdom and United States of America vs. Australia, where sales of nicotine-containing electronic cigarettes are banned); for heated tobacco, we used data from countries with state tobacco monopolies, where cigarette and heated tobacco sales data are available (Japan, South Korea), and for snus we used data from Sweden.
We pre-specified dynamic time series analyses to explore associations between use and sales of alternative nicotine-delivery products and smoking prevalence and cigarette sales, and time series analyses to compare trends of smoking prevalence in countries with different nicotine product policies.
Because of data and analysis limitations (see below), results are only tentative and need to be interpreted with caution. Only a few findings reached statistical significance and for most results the Bayes factor indicated inconclusive evidence. We did not find an association between rates of smoking and rates of the use of alternative nicotine products. The increase in heated tobacco product sales in Japan was accompanied by a decrease in cigarette sales. The decline in smoking prevalence seems to have been slower in Australia than in the United Kingdom overall, and slower than in both the United Kingdom and the United States of America among young people and also in lower socioeconomic groups. The decline in cigarette sales has also accelerated faster in the United Kingdom than in Australia.
Most of the available data had insufficient data points for robust time series analyses. The assumption of our statistical approach that causal interactions are more likely to be detected when longer-term changes are screened out may not apply for short time series and in product interaction scenarios, where short-term fluctuations can be caused by, for example, fluctuations in prosperity or product supplies. In addition, due to dual use, prevalence figures for smoking and alternative product use overlap. The ecological study design limits the causal inferences that can be made. Longer time periods are needed for any effects of exclusive use of the new products on smoking prevalence to emerge.
We detected some indications that alternative nicotine products are competing with cigarettes rather than promoting smoking and that regulations that allow their sales are associated with a reduction rather than an increase of smoking, but the findings are inconclusive because of insufficient data points and issues with the assumptions of the pre-specified statistical analyses.
As further prevalence and sales data emerge the analyses will become more informative. Accessing sales figures in particular is the current research priority.
The project is registered on Open Science Framework https://osf.io/bd3ah.
This project was funded by the National Institute for Health and Care Research (NIHR) Public Health Research programme (NIHR129968) and will be published in full in ; Vol. 11, No. 7. See the NIHR Journals Library website for further project information.
目前尚不清楚替代尼古丁产品(电子烟、加热烟草产品和鼻烟)对吸烟率和香烟销售的影响如何。
评估这些产品的获得是否会促进人群吸烟。
我们研究了替代尼古丁产品的使用和销售与吸烟率和香烟销售的总体关联,以及不同年龄和社会经济群体中的关联,并比较了具有不同产品监管制度的国家的吸烟流行趋势。对于电子烟,我们研究了具有相似吸烟轨迹但目前电子烟监管不同的国家的数据(英国和美利坚合众国与澳大利亚,澳大利亚禁止销售含尼古丁的电子烟);对于加热烟草,我们使用了具有国家烟草垄断的国家的数据(日本、韩国),对于鼻烟,我们使用了瑞典的数据。
我们预先指定了动态时间序列分析,以探讨替代尼古丁输送产品的使用和销售与吸烟率和香烟销售之间的关联,并进行了时间序列分析,以比较具有不同尼古丁产品政策的国家的吸烟流行趋势。
由于数据和分析的局限性(见下文),结果只是初步的,需要谨慎解释。只有少数发现具有统计学意义,对于大多数结果,贝叶斯因子表明证据不明确。我们没有发现吸烟率和替代尼古丁产品使用率之间的关联。日本加热烟草产品销售的增加伴随着香烟销售的减少。在澳大利亚,总体而言,吸烟率的下降似乎比英国慢,在年轻人和社会经济地位较低的人群中,下降速度也比英国和美国慢。英国香烟销售的下降速度也比澳大利亚快。
大多数可用数据进行稳健的时间序列分析的点数不足。我们的统计方法假设,当排除长期变化时,更有可能检测到因果相互作用,但对于短期时间序列和产品相互作用情况,该假设可能不适用,因为短期波动可能是由繁荣或产品供应的波动等引起的。此外,由于双重使用,吸烟和替代产品使用的流行率数据重叠。生态研究设计限制了可以做出的因果推论。需要更长的时间才能出现新的产品对吸烟流行率的排他性使用的任何影响。
我们发现了一些迹象表明,替代尼古丁产品与香烟竞争而非促进吸烟,允许销售这些产品的法规与吸烟减少而非增加有关,但由于数据点不足和预先指定的统计分析假设问题,结果尚无定论。
随着更多流行率和销售数据的出现,分析将变得更加有意义。获取销售数据是目前的研究重点。
该项目在开放科学框架下注册 https://osf.io/bd3ah。
该项目由国家卫生与保健研究所(NIHR)公共卫生研究计划(NIHR129968)资助,将在 ; 第 11 卷,第 7 期全文发表。欲了解更多项目信息,请访问 NIHR 期刊库网站。