ArticleNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco2017
The Application of a Decision-Theoretic Model to Estimate the Public Health Impact of Vaporized Nicotine Product Initiation in the United States.
Article in Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 59 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
59 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Association Between Initial Use of e-Cigarettes and Subsequent Cigarette Smoking Among Adolescents and Young Adults: A Systematic Review and Meta-analysis.JAMA pediatrics · 2017Pooled it
- Investigating the population health impact of an oral tobacco-derived nicotine pouch product utilizing a three-product tobacco use population model.Frontiers in public health · 2026Article
- Changing patterns of cigarette and ENDS transitions in the USA: a multistate transition analysis of adults in the PATH Study in 2017-2019 vs 2019-2021.Tobacco control · 2025Article
- Cigarette smoking decline among US young adults from 2000 to 2019, in relation to state-level cigarette price and tobacco control expenditure.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
- The smoking and vaping model, A user-friendly model for examining the country-specific impact of nicotine VAPING product use: application to Germany.BMC public health · 2023Article
- Changing patterns of cigarette and ENDS transitions in the USA: a multistate transition analysis of adults in the PATH Study in 2017-2019 vs 2019-2021.medRxiv : the preprint server for health sciences · 2023Article
- Association between Sexual Violence Victimization and Electronic Vaping Product Use among Adolescents: Findings from a Population-based Study.Substance use & misuse · 2023Article
- E-cigarettes and smoking cessation among adolescent smokers.Scientific reports · 2022Article
- A Decision-Theoretic Public Health Framework for Heated Tobacco and Nicotine Vaping Products.International journal of environmental research and public health · 2022Article
- Understanding heterogeneity among individuals who smoke cigarettes and vape: assessment of biomarkers of exposure and potential harm among subpopulations from the PATH Wave 1 Data.Harm reduction journal · 2022Article
- Estimating the public health impact had tobacco-free nicotine pouches been introduced into the US in 2000.BMC public health · 2022Article
- A cost-utility analysis of the impact of electronic nicotine delivery systems on health care costs and outcomes in Canada.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2022Article
- A conceptual framework for assessing the public health effects from snus and novel non-combustible nicotine products.Nordisk alkohol- & narkotikatidskrift : NAT · 2021Article
- Improving on estimates of the potential relative harm to health from using modern ENDS (vaping) compared to tobacco smoking.BMC public health · 2021Review
- Applying the Population Health Standard to the Regulation of Electronic Nicotine Delivery Systems.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2021Review
- US Nicotine Vaping ProductInternational journal of environmental research and public health · 2021Article
- Estimating the Population Health Impact of Recently Introduced Modified Risk Tobacco Products: A Comparison of Different Approaches.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2021Review
- Information and sin goods: Experimental evidence on cigarettes.Health economics · 2021Article
- Investigating the Health Effects of 3 Coexisting Tobacco-Related Products Using System Dynamics Population Modeling: An Italian Population Case Study.Frontiers in public health · 2021Article
Corrections and comments
- Commented on by
- Commented on by
- Commented on by
- Erratum issued
Authors and funding
11 authors.
Funding
Abstract
introductionThe public health impact of vaporized nicotine products (VNPs) such as e-cigarettes is unknown at this time. VNP uptake may encourage or deflect progression to cigarette smoking in those who would not have otherwise smoked, thereby undermining or accelerating reductions in smoking prevalence seen in recent years.
methodsThe public health impact of VNP use are modeled in terms of how it alters smoking patterns among those who would have otherwise smoked cigarettes and among those who would not have otherwise smoked cigarettes in the absence of VNPs. The model incorporates transitions from trial to established VNP use, transitions to exclusive VNP and dual use, and the effects of cessation at later ages. Public health impact on deaths and life years lost is estimated for a recent birth cohort incorporating evidence-informed parameter estimates.
resultsBased on current use patterns and conservative assumptions, we project a reduction of 21% in smoking-attributable deaths and of 20% in life years lost as a result of VNP use by the 1997 US birth cohort compared to a scenario without VNPs. In sensitivity analysis, health gains from VNP use are especially sensitive to VNP risks and VNP use rates among those likely to smoke cigarettes.
conclusionsUnder most plausible scenarios, VNP use generally has a positive public health impact. However, very high VNP use rates could result in net harms. More accurate projections of VNP impacts will require better longitudinal measures of transitions into and out of VNP, cigarette and dual use. IMPLICATIONS: Previous models of VNP use do not incorporate whether youth and young adults initiating VNP would have been likely to have been a smoker in the absence of VNPs. This study provides a decision-theoretic model of VNP use in a young cohort that incorporates tendencies toward smoking and shows that, under most plausible scenarios, VNP use yields public health gains. The model makes explicit the type of surveillance information needed to better estimate the effect of new products and thereby inform public policy.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.