E-cigarette marketing on social media: a scoping review

J Lee, SC Suttiratana, I Sen, G Kong - Current Addiction Reports, 2023 - Springer
Abstract Purpose of Review Given the rapidly evolving nature of e-cigarette marketing on
social media, an up-to-date review of e-cigarette marketing on social media is needed. This …

# TurntTrending: a systematic review of substance use portrayals on social media platforms

BN Rutherford, CCW Lim, B Johnson, B Cheng… - …, 2023 - Wiley Online Library
Aims There is a growing body of literature exploring the types of substance‐related content
and their portrayals on various social media platforms. We aimed to summarize how content …

Machine learning applications in tobacco research: a scoping review

R Fu, A Kundu, N Mitsakakis… - Tobacco …, 2023 - tobaccocontrol.bmj.com
Objective Identify and review the body of tobacco research literature that self-identified as
using machine learning (ML) in the analysis. Data sources MEDLINE, EMABSE, PubMed …

[HTML][HTML] Consumption of JUUL vs. other e-cigarette brands among US e-cigarette users: Evidence from wave 5 of the path study

Y Wang, Z Duan, SR Weaver, L Popova… - International Journal of …, 2022 - mdpi.com
This study examines the use of JUUL vs. other e-cigarette brands among US youth (12–17
years), young adult (18–24 years), and adult (25 years and above) e-cigarette users. Data …

[HTML][HTML] Discerning conversational context in online health communities for personalized digital behavior change solutions using Pragmatics to Reveal Intent in Social …

T Singh, K Roberts, T Cohen, N Cobb, A Franklin… - Journal of biomedical …, 2023 - Elsevier
Abstract Background Online health communities (OHCs) have emerged as prominent
platforms for behavior modification, and the digitization of online peer interactions has …

[HTML][HTML] Social media as a research tool (SMaaRT) for risky behavior analytics: methodological review

T Singh, K Roberts, T Cohen, N Cobb… - JMIR public health …, 2020 - publichealth.jmir.org
Background: Modifiable risky health behaviors, such as tobacco use, excessive alcohol use,
being overweight, lack of physical activity, and unhealthy eating habits, are some of the …

Deciphering Influence on Social Media: A Comparative Analysis of Influential Account Detection Metrics in the Context of Tobacco Promotion

A Kresovich, AH Norris, CC Carter, Y Kim… - Social Media+ …, 2024 - journals.sagepub.com
Influencer marketing spending in the United States was expected to surpass $6 billion in
2023. This marketing tactic poses a public health threat, as research suggests it has been …

[HTML][HTML] Nowcasting sexually transmitted infections in Chicago: Predictive modeling and evaluation study using Google Trends

AK Johnson, R Bhaumik, I Tabidze… - JMIR public health and …, 2020 - publichealth.jmir.org
Background: Sexually transmitted infections (STIs) pose a significant public health challenge
in the United States. Traditional surveillance systems are adversely affected by data quality …

Determining the prevalence of cannabis, tobacco, and vaping device mentions in online communities using natural language processing

M Hu, R Benson, AT Chen, SH Zhu… - Drug and alcohol …, 2021 - Elsevier
Introduction The relationship between cannabis, tobacco, and vaping devices is both rapidly
changing and poorly understood, with consumers rapidly shifting between use of all three …

[HTML][HTML] Pragmatics to Reveal Intent in Social Media Peer Interactions: Mixed Methods Study

T Singh, S Olivares, T Cohen, N Cobb, J Wang… - Journal of Medical …, 2021 - jmir.org
Background Online health communities (OHCs) have emerged as the leading venues for
behavior change and health-related information seeking. The soul and success of these …