[HTML][HTML] Frequency of social media use and exposure to tobacco or nicotine-related content in association with E-cigarette use among youth: A cross-sectional and …

J Vassey, A Galimov, CJ Kennedy, EA Vogel… - Preventive medicine …, 2022 - Elsevier
Exposure to social media and its content featuring tobacco products is associated with e-
cigarette use among adolescents. This study measured the association between frequency …

[HTML][HTML] How does health communication on social media influence e-cigarette perception and use? A trend analysis from 2017 to 2020

L Zhang, SH Ao, JF Ye, X Zhao - Addictive Behaviors, 2024 - Elsevier
Objective E-cigarettes have achieved a high prevalence rapidly. While social media is
among the most influential platforms for health communication, its impact on attitudes and …

[HTML][HTML] Harnessing Machine Learning in Contemporary Tobacco Research

K Sinha, N Ghosh, PC Sil - Toxicology Reports, 2024 - Elsevier
Abstract Machine learning (ML) has the potential to transform tobacco research and address
the urgent public health crisis posed by tobacco use. Despite the well-documented health …

Longitudinal relationship between social media and e-cigarette use among adolescents: the roles of internalizing problems and academic performance

L Zhang, SH Ao, X Zhao - BMC Public Health, 2023 - Springer
Background Prior research has investigated the influence of social media on e-cigarette use
among adolescents, predominantly through the display of e-cigarette content and …

Use of ENDS devices and modifications to vape cannabis among adolescents and young adults who also vape nicotine

RR Ouellette, ME Morean, J Lee, G Kong - Addictive Behaviors, 2024 - Elsevier
Background Electronic nicotine delivery systems (ENDS) are the most used tobacco product
among adolescents and young adults (AYAs) and are increasingly used to vape cannabis. It …

Electronic nicotine delivery systems and E-liquid modifications to vape cannabis depicted in online videos

RR Ouellette, S Selino, G Kong - JAMA network open, 2023 - jamanetwork.com
Importance Electronic nicotine delivery systems (ENDS) were created to vape nicotine e-
liquids; however, social media demonstrates increased ENDS modifications to vape …

Exposure to E-Cigarette Advertisements or Reviews and E-Cigarette Use Progression: A Longitudinal Examination of Short-Term and Long-Term Associations among …

Z Duan, KF Romm, Y Wang, J Huang… - International Journal of …, 2024 - mdpi.com
Limited research has investigated the impact of e-cigarette advertising and reviews on the
progression of e-cigarette use among young adults in the US. This study utilized five-wave …

[HTML][HTML] Peer Reviewed: Social Media Use and Subsequent E-Cigarette Susceptibility, Initiation, and Continued Use Among US Adolescents

J Lee, S Krishnan-Sarin, G Kong - Preventing Chronic Disease, 2023 - ncbi.nlm.nih.gov
Methods We used data on adolescents participating in the Population Assessment of
Tobacco and Health (PATH) Study Wave 4 (2016–2018) and Wave 5 (2018–2019). We …

Flaash: Flow-attention adaptive semantic hierarchical fusion for multi-modal tobacco content analysis

NVS Chappa, PD Dobbs, B Raj, K Luu - arXiv preprint arXiv:2410.19896, 2024 - arxiv.org
The proliferation of tobacco-related content on social media platforms poses significant
challenges for public health monitoring and intervention. This paper introduces a novel multi …

Scalable surveillance of E-cigarette products on Instagram and Tiktok using computer vision

J Vassey, CJ Kennedy… - Nicotine and …, 2024 - academic.oup.com
Abstract Introduction Instagram and TikTok, video-based social media platforms popular
among adolescents, contain tobacco-related content despite the platforms' policies …