Evidence map›Paper›PMID 39716391›Full record

ArticleNicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco2025

Tobacco Susceptibility and Use Among Rural Adolescents: The Role of Tobacco Marketing Exposure and Screen Media Use.

Sunny Jung Kim, Kendall Fugate-Laus, Jeremy Barsell, Elizabeth K Do, Rashelle B Hayes, Bernard F Fuemmeler

Abstract read
In one paragraph

Article in Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  3. Review
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.

Sunny Jung KimDepartment of Social and Behavioral Sciences, School of Population Health, Virginia Commonwealth University, Richmond, VA, USA.ORCID 0000-0002-6405-162X
Kendall Fugate-LausDepartment of Psychology, Virginia Commonwealth University, Richmond, VA, USA.
Jeremy BarsellDepartment of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, VA, USA.ORCID 0000-0003-4641-9176
Elizabeth K DoSchroeder Institute, Truth Initiative, Washington, DC, USA.ORCID 0000-0003-3503-1731
Rashelle B HayesDepartment of Psychiatry, Virginia Commonwealth University, Richmond, VA, USA.
Bernard F FuemmelerMassey Comprehensive Cancer Center, Virginia Commonwealth University, Richmond, VA, USA.ORCID 0000-0002-3550-0107

Funding

Examining Tobacco Use Relapse among Cancer SurvivorsF31CA288120 · NCI · VIRGINIA COMMONWEALTH UNIVERSITY · PI FUGATE-LAUS, KENDALL · 2024 to 2025
$87k
NCI NIH HHS F31 CA288120Virginia Foundation for Healthy Youth 852R010
6 · The paper itself

Abstract

introductionTobacco marketing has been found to increase pro-tobacco attitudes and susceptibilities; yet its impact on rural adolescents lacks research. We aim to examine the association between tobacco marketing exposure, screen use, and susceptibility and use of tobacco among a rural youth sample. AIMS AND

methodsYouth (N = 697) enrolled in grades 9-11 that resided in rural counties in Virginia were recruited to participate in a survey in September 2022. We assessed demographics, tobacco use, susceptibility to tobacco use, screen media use, and exposure to tobacco marketing and warning messages.

resultsOne in five (n = 144, 20.66%) participants reported using any tobacco products and 394 (56.53%) indicated susceptibility. High engagement in social media and texting were more likely to be tobacco ever users than those who had low engagement with those screen media, X2(1) = 12.00 and X2(1) = 19.40, respectively (ps < .001). Greater exposure to pro-tobacco marketing on social media (odds ratio [OR]: 2.03, 95% CI [1.37 to 3.03]) and higher-grade level (OR: 1.77, 95% CI [1.29 to 2.43]) were significantly associated with a greater likelihood of reporting "ever-use" of tobacco products, while controlling for mother's education, gender, and ethnicity. Among adolescents who never used tobacco products, a higher grade level was associated with greater susceptibility to initiating tobacco product use (OR: 1.40, 95% CI [1.05 to 1.86]).

conclusionsIn this rural sample, greater social media/text use and exposure to pro-tobacco marketing on social media were significantly associated with tobacco ever use. Identification of these risk factors can help inform potential targets and timing for future tobacco prevention campaigns for rural youth. IMPLICATIONS: Screen media use, tobacco marketing/warning exposure, and their associations with tobacco use and susceptibility were examined in a study with 697 rural Virginia youth. Heavy social media/text users were more likely to have used tobacco products. Exposure to tobacco marketing on social media and higher grade levels were associated with ever using tobacco. Higher grade levels were linked to increased susceptibility to tobacco use among nonusers. These results highlight the importance of resilience to pro-tobacco marketing on social media, and self-regulation of social media/text use in interventions for tobacco ever users. Early interventions may benefit rural youth who never used tobacco.

Indexed as

Adolescent BehaviorMarketingRural PopulationScreen TimeSocial MediaTobacco ProductsTobacco UseAdolescentFemaleHumansMaleSurveys and QuestionnairesVirginia

Identifiers

PMID39716391
PMCPMC13032087

What OpenQuestion holds

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Registered trials

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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.