Evidence map›Paper›PMID 39520900›Full record

ArticleAddictive behaviors2025

Role of social-cognitive factors in the relationship between e-cigarette use and subsequent cigarette smoking among U.S. youth: A causal mediation analysis.

Shu Xu, Donna L Coffman, George Luta, Andi Mai, Nan Jiang, Raymond S Niaura

Abstract read
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Article in Addictive behaviors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Shu XuNew York University, USA. Electronic address: sx5@nyu.edu.
Donna L CoffmanUniversity of South Carolina, USA.
George LutaGeorgetown University, USA; Aarhus University, Denmark; The Parker Institute, Copenhagen University Hospital, Denmark.
Andi MaiIndiana University Bloomington, USA.
Nan JiangGrossman School of Medicine, New York University, USA.
Raymond S NiauraNew York University, USA.

Funding

Research Project 3: Modeling the Impact of Tobacco Control Policies on Polytobacco Use and Associated Health DisparitiesU54CA229974 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI David Mendez Emilien · 2018 to 2026
$39.2M
Developing Methodology to examine causal mediation of Time-Varying Effects in Smoking Cessation TreatmentsR01CA229542 · NCI · UNIVERSITY OF SOUTH CAROLINA AT COLUMBIA · PI COFFMAN, DONNA LYNN · 2018 to 2021
$1.3M
Using Causal Machine Learning Methods to Inform Tobacco Regulatory ScienceK01DA058408 · NIDA · NEW YORK UNIVERSITY · PI Shu Xu · 2023 to 2026
$736k
Impact of e-cigarette characteristics and marketing on tobacco use and health: A longitudinal study among U.S. youth and adultsR21CA260423 · NCI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI JIANG, NAN, NIAURA, RAYMOND · 2021 to 2022
$451k
NCI NIH HHS R01 CA229542NCI NIH HHS R21 CA260423NCI NIH HHS U54 CA229974NIDA NIH HHS K01 DA058408
6 · The paper itself

Abstract

objectiveE-cigarette use is associated with subsequent cigarette smoking among youth. The current study examined the mediating role of social-cognitive factors in this association.

methodsData from four waves of the Population Assessment of Tobacco and Health study (2013/4 - 2017/8) were analyzed. Among youth who had heard about e-cigarettes at Wave 1 but never used cigarettes before Wave 2, we conducted both causal and traditional mediation analyses to examine the mediated effect of social-cognitive factors (including relative harm perception of e-cigarettes versus cigarettes, harm perception of e-cigarette use, perceptions of addictiveness of e-cigarette use, and e-cigarette use among best friends) in the association between e-cigarette use and subsequent cigarette ever or current smoking, adjusting for covariates. We included sampling weights in all analyses; hence, results are generalizable to the U.S. youth (12 - 14 years) from the 2013-2014 cohort.

resultsResults from causal mediation analyses indicated that the total effect of e-cigarette use, compared to no use, increased the risk of cigarette ever smoking (20.9 %) and current smoking (4.6 %). A portion of this effect (4.2 % - 15.1 % for ever smoking; less than 10.6 % for current smoking) can be attributed to changes in social-cognitive factors induced by e-cigarette use. However, these mediated effects were small in magnitude relative to their standard errors and not statistically significant. Results from the traditional mediation analyses largely aligned with these findings, except for a few small sized pathways.

conclusionsFor the U.S. youth population, social-cognitive factors may only minimally or not at all mediate the association between e-cigarette use and subsequent cigarette smoking. Further investigation into the mediation role of social-cognitive factors is warranted. Tobacco control interventions that focus on cigarette smoking initiation among youth should target other mediating factors.

Indexed as

Cigarette SmokingMediation AnalysisVapingAdolescentChildCognitionElectronic Nicotine Delivery SystemsFemaleHumansMaleUnited StatesCigarette smokingE-cigarette useMediation analysisSocial-cognitive factorsYouth

Identifiers

PMID39520900
PMCPMC11629175

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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.