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Leveraging Large Language Models to Identify Engagement-Driving Features in Vaping-Related TikTok Videos: Cross-Sectional Study

Leveraging Large Language Models to Identify Engagement-Driving Features in Vaping-Related TikTok Videos: Cross-Sectional Study

Recognizing the popularity of social media, the vaping industry and vaping proponents have prioritized social media to promote vaping. E-cigarette companies and vape shops promote e-cigarettes on Tik Tok by posting professionally designed videos using popular hashtags [21], creating fake user accounts to disseminate spam and favorable views [21,22], and providing celebrity sponsorship [23].

Zidian Xie, Nanda Kishore Korrapolu, Amisha Dubey, Luchuan Song, Chenliang Xu, Karen M Wilson, AnaPaula Cupertino, Dongmei Li

J Med Internet Res 2025;27:e76265

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WhatsApp-Based Coaching Program to Support Smoking and Vaping Cessation Among Young People: Pre-Post Study on Acceptance and Preliminary Efficacy

WhatsApp-Based Coaching Program to Support Smoking and Vaping Cessation Among Young People: Pre-Post Study on Acceptance and Preliminary Efficacy

The objectives of this study were (1) to test the feasibility of a Whats App-based smoking and vaping cessation intervention, (2) to investigate its acceptance among adolescent and young adult nicotine users, and (3) to provide a test of its preliminary efficacy.

Severin Haug, Lisa Caputo, Andreas Wenger, Nikolai Kiselev, Olivia Studhalter, Michael P Schaub

JMIR Mhealth Uhealth 2025;13:e65301

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Applying Human-Centered Design to Develop Smartphone-Based Intervention Messages to Help Young Adults Quit Using E-Cigarettes and Cigarettes: A Remote User Testing Study

Applying Human-Centered Design to Develop Smartphone-Based Intervention Messages to Help Young Adults Quit Using E-Cigarettes and Cigarettes: A Remote User Testing Study

Of several available smartphone-based cessation apps, almost all were either for smoking cessation or vaping cessation [11], offered limited features for vaping cessation [12], and lacked rigorous development and testing [13-15]. Furthermore, existing apps typically adopt a “one-size-fits-all” approach and often fail to incorporate meaningful input from end users early in the development process [16].

Thi Phuong Thao Tran, Christine Tran, Pamela M Ling, Lucy Popova, Nhung Nguyen

JMIR Hum Factors 2025;12:e76503

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Adolescents’ and Young Adults’ Perceptions of a Pop-Up Aimed at Combating the Spread of E-Cigarette Misinformation on Social Media: Cross-Sectional Survey Study

Adolescents’ and Young Adults’ Perceptions of a Pop-Up Aimed at Combating the Spread of E-Cigarette Misinformation on Social Media: Cross-Sectional Survey Study

Participants were shown two images of a fictitious pop-up tagged as “trusted resources” with a link to “vaping–related information” from the Centers for Disease Control and Prevention (CDC), World Health Organization (WHO), and United Nations Children’s Fund (UNICEF) (Figure 1). They were then asked what they would think about seeing this pop-up appear when: (1) searching for vaping on social media (“Imagine you were searching for vaping on social media and a link came up like in the image shown below.

Jessica Maturo, Shivani Mathur Gaiha

JMIR Form Res 2025;9:e73193

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Media Reports and Knowledge of e-Cigarette or Vaping Use-Associated Lung Injury Among Adolescents in California: Population-Based Cross-Sectional Study

Media Reports and Knowledge of e-Cigarette or Vaping Use-Associated Lung Injury Among Adolescents in California: Population-Based Cross-Sectional Study

The period from 2017 to 2019 saw a remarkable increase in vaping among American youth [1,2]. According to the National Youth Tobacco Survey, vaping prevalence among adolescents increased from 7.9% in 2017 to 20.2% in 2019 [2]. During this period, the tobacco industry dramatically increased its efforts to promote vaping [3], and public health entities countered with antivaping campaigns [4-8].

Jijiang Wang, John Ayers, Eric Leas, Anthony Gamst, Shu-Hong Zhu

J Med Internet Res 2025;27:e69151

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E-Cigarette Narratives of User-Generated Posts on Xiaohongshu in China: Content Analysis

E-Cigarette Narratives of User-Generated Posts on Xiaohongshu in China: Content Analysis

Reference 5: Medicalisation of vaping in the UK? E-cigarette users’ perspectives on the merging of commercial and medical routes to vaping Reference 15: e-Cigarette cessation: content analysis of a quit vaping community on RedditvapingSmoking and Vaping in Adolescence

Tingfen Ji, Zhao Liu, Zheng Su, Xin Xia, Yi Liu, Ying Xie, Zhenxiao Huang, Xinmei Zhou, Min Wang, Anqi Cheng, Qingqing Song, Yuxin Shi, Shunyi Shi, Aihemaiti Ailifeire, Jiahui He, Yingman Gao, Liang Zhao, Liyan Wu, Dan Xiao, Chen Wang

J Med Internet Res 2025;27:e71173

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Measuring Stress, Socialization, and Smoking Behaviors Among Lesbian, Gay, Bisexual, Transgender, Queer, and Other Sexual and Gender Minority Adolescents (the Puff Break Research Study): Protocol for a Ecological Momentary Assessment Study

Measuring Stress, Socialization, and Smoking Behaviors Among Lesbian, Gay, Bisexual, Transgender, Queer, and Other Sexual and Gender Minority Adolescents (the Puff Break Research Study): Protocol for a Ecological Momentary Assessment Study

Minority stress theory [23-25] posits that LGBTQ+ populations experience excess stress due to exposure to various forms of prejudice, discrimination, and internalized stigma, which results in adverse mental and physical health (eg, anxiety and depression) and maladaptive coping behaviors (eg, smoking and vaping). Elevated rates of smoking have been associated with high degrees of sexuality- and gender-based mistreatment.

Linda Salgin, Daniel Kellogg, Jonathan Helm, Aaron J Blashill, Mark Myers, Hee-Jin Jun, Andy C Lim, Jerel P Calzo

JMIR Res Protoc 2025;14:e71927

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Virtual Reality for the Prevention and Cessation of Nicotine Vaping in Youths: Protocol for a Randomized Controlled Trial

Virtual Reality for the Prevention and Cessation of Nicotine Vaping in Youths: Protocol for a Randomized Controlled Trial

One trial among high school-age teens randomly assigned participants to watch Food and Drug Administration “Real Cost” advertisements (on either health harms of vaping or addiction potential) or a control group (neutral videos about vaping) with results showing that both intervention groups had lower self-reported likelihood of future vaping, less positive attitudes toward vaping and vaped fewer days per week compared to those in the control group [13].

Belinda Borrelli, Daniel Weinstein, Romano Endrighi, Nikki Ling, Kathleen Koval, Lisa M Quintiliani, Kaitlyn Konieczny

JMIR Res Protoc 2025;14:e71961

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User Perceptions of E-Cigarette Cessation Apps: Content Analysis of App Reviews

User Perceptions of E-Cigarette Cessation Apps: Content Analysis of App Reviews

Vaping rates continue to rise in Canada despite efforts to prevent vaping uptake and support cessation efforts [1]. In 2022, 5.8% of the population reported using an electronic cigarette (e-cigarette) in the past 30 days, up from 4.7% in 2019 [1,2].

Danielle Rodberg, Roula Nawara, Mischa Taylor, Laura Struik

J Med Internet Res 2025;27:e59997

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