Evidence map›Paper›PMID 42141947›Full record

ArticleSubstance use & misuse2026

Daily Associations Between Social Media Exposure and E-Cigarette Use Among Mexican American College Students.

Emily T Hébert, Bara S Bataineh, C Nathan Marti, Qinghua Yang, Alexandra Loukas, Anna V Wilkinson

Abstract read
In one paragraph

Article in Substance use & misuse, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–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

1 citing paper in PubMed.

  1. Article
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.

Emily T HébertTSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA.ORCID 0000-0001-5922-164X
Bara S BatainehDepartment of Epidemiology, University of Texas Health Science Center at Houston (UTHealth Houston), School of Public Health, Austin, Texas, USA.ORCID 0000-0001-9505-3807
C Nathan MartiDepartment of Kinesiology & Health Education, University of Texas at Austin, Austin, Texas, USA.
Qinghua YangDepartment of Communication Studies, Bob Schieffer College of Communication, Texas Christian University, Fort Worth, Texas, USA.ORCID 0000-0003-1358-8096
Alexandra LoukasDepartment of Kinesiology & Health Education, University of Texas at Austin, Austin, Texas, USA.ORCID 0000-0002-5582-9540
Anna V WilkinsonDepartment of Epidemiology, University of Texas Health Science Center at Houston (UTHealth Houston), School of Public Health, Austin, Texas, USA.ORCID 0000-0002-1805-8863

Funding

Social Media, Acculturation and E-cigarette Use among Mexican American College Students in South TexasR01MD017280 · NIMHD · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI ALEXANDRA LOUKAS, Anna Victoria Wilkinson · 2022 to 2026
$3.3M
NIMHD NIH HHS R01 MD017280
6 · The paper itself

Abstract

introductionVaping-related content is prevalent on social media, including industry-sponsored advertising and user-generated content that normalizes use. While previous research suggests a link between social media exposure and vaping, this relationship remains understudied among vulnerable populations like Mexican Americans. This study examined the relationship between daily social media exposure and vaping among Mexican American young adults.

methodsParticipants were 51 Mexican American college students aged 18-25 years (72.5% female) who were current vapers. Participants were involved in an ecological momentary assessment study, in which they reported exposure to vaping-related content on social media, time spent on social media, and vaping behaviors on their smartphones over a 14-day period in Spring 2023. Linear mixed models were used to assess the number of times participants vaped each day. Two time-varying covariates-times saw vaping advertisements and hours on social media-were analyzed as both between-subject (average across days) and within-subject (day-level) effects. Models were adjusted for sex, age, Pell Grant recipient status, border institution attendance, and social media engagement (e.g., posting vape-related photos or videos).

resultsThere was no significant relationship between the number of times a participant saw vaping ads and daily vaping frequency (Model 1). However, as daily hours on social media increased, so did vaping frequency (Model 2, DISCUSSION: Time spent on social media is associated with an increased frequency of daily vaping among Mexican American college students. Social media may influence vaping behaviors independently of industry-sponsored marketing or explicit pro-vaping content. Further research is needed to understand the underlying mechanisms or other factors (e.g., online peer influence) by which social media impacts vaping.

Indexed as

Electronic Nicotine Delivery SystemsMexican AmericansSocial MediaStudentsVapingAdolescentAdultDigital MediaEcological Momentary AssessmentFemaleHumansMaleMedia ExposureUniversitiesYoung Adulte-cigarette use;ecological momentary assessment;Mexican American young adults;social media

Identifiers

PMID42141947
PMCPMC13479381

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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.