Related Experiment Video
Updated: Jan 28, 2026

A Neuronal and Astrocyte Co-Culture Assay for High Content Analysis of Neurotoxicity
Published on: May 5, 2009
Live, Love, Juul: User and Content Analysis of Twitter Posts about Juul
Aqdas Malik1, Yisheng Li2, Habib Karbasian3
1Department of Information Sciences & Technology, George Mason University, Fairfax, VA;,
Abstract:
Objectives: In this study, we identified patterns of communication around Juul use and users on Twitter.Methods: Public tweets were collected from April 27, 2018 until June 27, 2018. We categorized 1008 randomly selected tweets on 4 dimensions: user type, sentiment, genre, and theme. Results: Most tweets were through personal accounts followed by ones of the tobacco industry. Participation by anti-tobacco campaigners, educational, and governmental entities was limited. Posts were mostly about first-hand use, use intentions, and personal opinions. Tweets advocating Juul were most common; meanwhile a handful of tweets discouraged Juul use. Young women, young men, and the tobacco industry expressed positive sentiments about Juul. Conclusions: Twitter data are a rich source of public communication to complement surveillance of emerging tobacco products. Youth actively and positively communicate about Juul on Twitter. Educational content and strategies must be examined for curtailing dissemination of positive sentiments and advocacy that normalize and promote Juul use among youth and non-smokers. We observed limited evidence supporting a claim for Juul to be a smoking cessation adjunct.
Related Concept Videos
Sternberg's Triangular Theory of Love
Passionate Love
Understanding Love
Companionate Love
Stereotype Content Model
Measurement of Air Content in Concrete
The pressure method,...

