ArticleBMC public health2018
The US SimSmoke tobacco control policy model of smokeless tobacco and cigarette use.
Article in BMC public health, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Identifying best modelling practices for tobacco control policy simulations: a systematic review and a novel quality assessment framework.Tobacco control · 2023Pooled it
- SimSmoke simulation models by educational status: past and future US trends and the potential role of policy.Tobacco control · 2025Article
- SimSmoke simulation models distinguished by race/ethnicity: past and future trends and the potential role of policy.Journal of the National Cancer Institute. Monographs · 2025Article
- Follow the money: a closer look at US tobacco industry marketing expenditures.Tobacco control · 2023Article
- The Kentucky SimSmoke Tobacco Control Policy Model of Smokeless Tobacco and Cigarette Use.International journal of health policy and management · 2022Article
- Tobacco Containing Scenes in Some Selected Turkish Movies Released Between 1992 and 2016.Turkish thoracic journal · 2021Article
- US Nicotine Vaping ProductInternational journal of environmental research and public health · 2021Article
- Altria-Juul Labs deal: why did it occur and what does it mean for the US nicotine delivery product market.Tobacco control · 2020Article
- Trends in Tobacco Use Among Adolescents by Grade, Sex, and Race, 1991-2019.JAMA network open · 2020Article
- The Minnesota SimSmoke Tobacco Control Policy Model of Smokeless Tobacco and Cigarette Use.American journal of preventive medicine · 2019Article
- Predicting the Epidemiological Dynamics of Lung Cancer in Japan.Journal of clinical medicine · 2019Article
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
backgroundSmokeless tobacco (SLT) prevalence had been declining in the US prior to 2002 but has since increased. Knowledge about the impact of tobacco control policies on SLT and cigarette use is limited. This study examines the interrelationship between policies, cigarette use, and SLT use by applying the SimSmoke tobacco control policy simulation model.
methodsUsing data from large-scale Tobacco Use Supplement and information on policies implemented, US SimSmoke was updated and extended to incorporate SLT use. The model distinguishes between exclusive SLT and dual use of SLT and cigarettes, and considers the effect of implementing individual and combined tobacco control policies on smoking and SLT use, and on deaths attributable to their use. After validating against Tobacco Use Supplement (TUS) survey data through 2015, the model was used to estimate the impact of policies implemented between 1993 and 2017.
resultsSimSmoke reflected trends in exclusive cigarette use from the TUS, but over-estimated the reductions, especially among 18-24 year olds, until 2002 and under-estimated the reductions from 2011 to 2015. By 2015, SimSmoke projections of exclusive SLT and dual use were close to TUS estimates, but under-estimated reductions in both from 1993 to 2002 and failed to estimate the growth in male exclusive SLT use, especially among 18-24 year olds, from 2011 to 2015. SimSmoke projects that policies implemented between 1993 and 2017 reduced exclusive cigarette use by about 35%, dual use by 32.5% and SLT use by 16.5%, yielding a reduction of 7.5 million tobacco-attributable deaths by 2067. The largest reductions were attributed to tax increases.
conclusionsOur results indicate that cigarette-oriented policies may be effective in also reducing the use of other tobacco products. However, further information is needed on the effect of tobacco control policies on exclusive and dual SLT use and the role of industry.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.