Evidence map›Paper›PMID 33316588›Full record

ArticleAddictive behaviors2021

Electronic cigarette use and risk of cigarette and smokeless tobacco initiation among adolescent boys: A propensity score matched analysis.

Brittney Keller-Hamilton, Bo Lu, Megan E Roberts, Micah L Berman, Elisabeth D Root, Amy K Ferketich

Open access · greenAbstract read
In one paragraph

Article in Addictive behaviors, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
1.3field-weighted citation impact, top 19% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.

  1. Pooled it
  2. Barriers, facilitators, and best practices for successful vaping prevention campaigns for sexual and gender minority youth.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2025
    Article
  3. Acute exposure to electronic cigarette components alters mRNA expression of pre-osteoblasts.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2024
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 1 country.

Brittney Keller-HamiltonCenter for Tobacco Research, Comprehensive Cancer Center, The Ohio State University, United States. Electronic address: Brittney.Keller-Hamilton@osumc.edu.
Bo LuDivision of Biostatistics, College of Public Health, The Ohio State University, United States.
Megan E RobertsDivision of Health Behavior and Health Promotion, College of Public Health, The Ohio State University, United States.
Micah L BermanDivision of Health Services Management and Policy, College of Public Health, The Ohio State University, United States; Moritz College of Law, The Ohio State University, United States.
Elisabeth D RootDepartment of Geography, College of Arts and Sciences, The Ohio State University, United States; Division of Epidemiology, College of Public Health, The Ohio State University, United States.
Amy K FerketichDivision of Epidemiology, College of Public Health, The Ohio State University, United States.
The Ohio State University · USFlorida State University · US

Funding

Project 4: Comprehension of Health Risks in More and Less Arousing Affe p240-275P50CA180908 · NCI · OHIO STATE UNIVERSITY · PI SHIELDS, PETER G., WEWERS, MARY ELLEN · 2013 to 2017
$18.9M
NCI NIH HHS P50 CA180908
6 · The paper itself

Abstract

introductionElectronic cigarette (e-cigarette) use among adolescents is associated with increased risk of subsequent cigarette smoking initiation in observational research. However, the existing research was not designed to answer causal questions about whether adolescent e-cigarette users would have initiated cigarette smoking if they had never used e-cigarettes. The current study used a causal inference framework to identify whether male adolescent e-cigarette users were at increased risk of initiating cigarette smoking and smokeless tobacco (SLT) use, compared to similar boys who had never used e-cigarettes.

methodsBoys from urban and Appalachian Ohio (N = 1220; ages 11-16 years at enrollment) reported use of e-cigarettes, cigarettes, and SLT at baseline and every six months for two years. A propensity score matching design was implemented, matching one e-cigarette user to two similar e-cigarette non-users. This analysis was completed in 25 multiple imputed datasets to account for missing data. Risk ratios (RRs) comparing risk of initiating cigarettes and SLT for e-cigarette users and nonusers were estimated.

resultsCompared to non-users, e-cigarette users were more than twice as likely to later initiate both cigarette smoking (RR = 2.71; 95% CI: 1.89, 3.87) and SLT (RR = 2.42; 95% CI: 1.73, 3.38). They were also more likely to become current (i.e., past 30-day) cigarette smokers (RR = 2.20; 95% CI: 1.33, 3.64) and SLT users (RR = 1.64; 95% CI: 1.01, 2.64).

conclusionsAdolescent boys who used e-cigarettes had increased risk of later initiating traditional tobacco products when compared to similar boys who had never used e-cigarettes.

Indexed as

Electronic Nicotine Delivery SystemsTobacco ProductsTobacco, SmokelessVapingAdolescentAppalachian RegionChildHumansMaleOhioPropensity ScoreAdolescentsCigarettesElectronic cigarettesSmokeless tobacco

Identifiers

PMID33316588
PMCPMC7811243
OpenAlexW3112425516

What OpenQuestion holds

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Registered trials

None linked

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.