Xia Zheng , Wenbo Li , Ruobing Li , Meng Yang , Hsien-Chang Lin
{"title":"Exposure to user-generated e-cigarette content on social media associated with greater vulnerability to e-cigarette use among youth non-users","authors":"Xia Zheng , Wenbo Li , Ruobing Li , Meng Yang , Hsien-Chang Lin","doi":"10.1016/j.addbeh.2024.108061","DOIUrl":null,"url":null,"abstract":"<div><h3>Introduction</h3><p>Social media are important venues for youth’s exposure to e-cigarette content. This study examined how exposure to user-generated e-cigarette content (i.e., content created and shared by individual social media users) is associated with vulnerabilities to e-cigarette use among youth non-users.</p></div><div><h3>Methods</h3><p>We pooled data from the 2021 and 2022 National Youth Tobacco Survey. Youth who have never used e-cigarettes were included. Weighted linear and logistic regressions were conducted to examine how exposure to user-generated e-cigarette content (from real-life friends, online-only friends, and celebrities/influencers) on social media was associated with e-cigarette use vulnerabilities measured by perceived norms, perceived risk, and susceptibility of use, controlling for demographics, advertising exposure, and mental health conditions. Multiple imputations were performed to account for missing data.</p></div><div><h3>Results</h3><p>Exposure to e-cigarette content on social media posted by real-life friends, online-only friends, and celebrities/influencers were associated with more positive descriptive norm (<em>β</em>s = 1.56, 0.37, and 0.35, respectively, all <em>p</em>s < .001), more positive injunctive norm (<em>β</em>s = 0.46, 0.19, and 0.10, respectively, all <em>p</em>s < .001), and higher odds of e-cigarette use susceptibility (ORs = 1.48, 1.50. 1.29, respectively, all <em>p</em>s < .001). Exposure to content posted by real-life and online-only friends were associated with reduced risk perception of e-cigarette use (<em>β</em> = −0.04, <em>p</em> < 0.05 and <em>β</em> = −0.07, <em>p</em> < 0.001).</p></div><div><h3>Conclusions</h3><p>Our study highlighted that friends and celebrities/influencers are important sources on social media that can influence youth non-users’ vulnerabilities to e-cigarette use. Interventional messages communicated through friends and influencers on social media may in turn help reduce e-cigarette vulnerability among youth non-users.</p></div>","PeriodicalId":7155,"journal":{"name":"Addictive behaviors","volume":null,"pages":null},"PeriodicalIF":3.7000,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Addictive behaviors","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0306460324001102","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHOLOGY, CLINICAL","Score":null,"Total":0}
引用次数: 0
Abstract
Introduction
Social media are important venues for youth’s exposure to e-cigarette content. This study examined how exposure to user-generated e-cigarette content (i.e., content created and shared by individual social media users) is associated with vulnerabilities to e-cigarette use among youth non-users.
Methods
We pooled data from the 2021 and 2022 National Youth Tobacco Survey. Youth who have never used e-cigarettes were included. Weighted linear and logistic regressions were conducted to examine how exposure to user-generated e-cigarette content (from real-life friends, online-only friends, and celebrities/influencers) on social media was associated with e-cigarette use vulnerabilities measured by perceived norms, perceived risk, and susceptibility of use, controlling for demographics, advertising exposure, and mental health conditions. Multiple imputations were performed to account for missing data.
Results
Exposure to e-cigarette content on social media posted by real-life friends, online-only friends, and celebrities/influencers were associated with more positive descriptive norm (βs = 1.56, 0.37, and 0.35, respectively, all ps < .001), more positive injunctive norm (βs = 0.46, 0.19, and 0.10, respectively, all ps < .001), and higher odds of e-cigarette use susceptibility (ORs = 1.48, 1.50. 1.29, respectively, all ps < .001). Exposure to content posted by real-life and online-only friends were associated with reduced risk perception of e-cigarette use (β = −0.04, p < 0.05 and β = −0.07, p < 0.001).
Conclusions
Our study highlighted that friends and celebrities/influencers are important sources on social media that can influence youth non-users’ vulnerabilities to e-cigarette use. Interventional messages communicated through friends and influencers on social media may in turn help reduce e-cigarette vulnerability among youth non-users.
引言 社交媒体是青少年接触电子烟内容的重要途径。本研究探讨了接触用户生成的电子烟内容(即由社交媒体用户个人创建和分享的内容)与未使用电子烟的青少年使用电子烟的脆弱性之间的关系。其中包括从未使用过电子烟的青少年。我们进行了加权线性回归和逻辑回归,以研究在社交媒体上接触用户生成的电子烟内容(来自现实生活中的朋友、在线朋友和名人/影响者)与电子烟使用脆弱性的关系,电子烟使用脆弱性由感知规范、感知风险和使用易感性来衡量,同时控制人口统计学、广告接触和心理健康状况。结果暴露于社交媒体上由现实生活中的朋友、在线朋友和名人/影响者发布的电子烟内容与更积极的描述性规范相关(βs = 1.56, 0.37, and 0.35, all ps < .001), more positive injunctive norm (βs = 0.46, 0.19, and 0.10, all ps < .001), and higher odds of e-cigarette use susceptibility (ORs = 1.48, 1.50. 1.29, respectively, all ps < .001).我们的研究强调,朋友和名人/影响者是社交媒体上的重要来源,可以影响非用户青少年使用电子烟的易感性。通过社交媒体上的朋友和有影响力的人传播的干预信息反过来可能有助于降低非吸烟青少年使用电子烟的可能性。
期刊介绍:
Addictive Behaviors is an international peer-reviewed journal publishing high quality human research on addictive behaviors and disorders since 1975. The journal accepts submissions of full-length papers and short communications on substance-related addictions such as the abuse of alcohol, drugs and nicotine, and behavioral addictions involving gambling and technology. We primarily publish behavioral and psychosocial research but our articles span the fields of psychology, sociology, psychiatry, epidemiology, social policy, medicine, pharmacology and neuroscience. While theoretical orientations are diverse, the emphasis of the journal is primarily empirical. That is, sound experimental design combined with valid, reliable assessment and evaluation procedures are a requisite for acceptance. However, innovative and empirically oriented case studies that might encourage new lines of inquiry are accepted as well. Studies that clearly contribute to current knowledge of etiology, prevention, social policy or treatment are given priority. Scholarly commentaries on topical issues, systematic reviews, and mini reviews are encouraged. We especially welcome multimedia papers that incorporate video or audio components to better display methodology or findings.
Studies can also be submitted to Addictive Behaviors? companion title, the open access journal Addictive Behaviors Reports, which has a particular interest in ''non-traditional'', innovative and empirically-oriented research such as negative/null data papers, replication studies, case reports on novel treatments, and cross-cultural research.