Related Experiment Video
Updated: Mar 5, 2026

Generation of Electronic Cigarette Aerosol by a Third-Generation Machine-Vaping Device: Application to Toxicological Studies
Published on: August 25, 2018
Public reactions to e-cigarette regulations on Twitter: a text mining analysis
Allison J Lazard1, Gary B Wilcox2,3, Hannah M Tuttle4
1School of Media and Journalism, University of North Carolina at Chapel Hill, Chapel Hill, USA.
Public reactions to the U.S. Food and Drug Administration (FDA) deeming regulations for e-cigarettes on Twitter were largely negative. Social media analysis revealed mixed public health and market impact concerns.
Area of Science:
- Public Health
- Social Media Analysis
- Tobacco Control
Background:
- In May 2016, the U.S. Food and Drug Administration (FDA) classified e-cigarettes as a tobacco product, extending regulatory authority.
- Social media platforms like Twitter are crucial for disseminating news and shaping public opinion on regulatory actions.
- Initial public reactions to these new FDA regulations were analyzed to understand attitudes and perceptions.
Purpose of the Study:
- To analyze public reactions on Twitter following the FDA's deeming regulations for e-cigarettes.
- To uncover key topics and sentiments regarding the new regulations using text mining.
- To understand the initial public discourse on the potential health and market impacts of the regulations.
Main Methods:
- A descriptive text mining approach was employed using SAS Text Miner V.12.1.
- Tweets concerning FDA e-cigarette regulations were collected from May 1 to May 17, 2016, using NUVI software.
- The analysis focused on identifying primary topics within the collected social media data.
Main Results:
- Nine distinct topics emerged from the Twitter data, reflecting initial public responses.
- Key themes included debates on the public health benefits or harms of the regulations.
- Reactions predominantly expressed negative or mixed sentiments regarding the regulations and their market impact.
Conclusions:
- Public reaction on Twitter following the FDA's deeming regulations was largely negative.
- There is a need for public health advocates to utilize social media to clarify policy intentions and impacts.
- Enhanced communication strategies are necessary to foster a more balanced public conversation about e-cigarette regulations.
More Related Videos
10:44Comparing the Effects of Electronic Cigarette Vapor and Cigarette Smoke in a Novel In Vivo Exposure System
Published on: May 24, 2017
09:30A Microcontroller Operated Device for the Generation of Liquid Extracts from Conventional Cigarette Smoke and Electronic Cigarette Aerosol
Published on: January 18, 2018
Related Concept Videos
Stimulants
Cocaine can be administered via snorting, injection, or smoking. It primarily functions by blocking the reuptake of dopamine, resulting in a euphoric high characterized by an intense sensation of happiness and...
Drug Regulation
Statistical Methods for Analyzing Epidemiological Data
Drug Control Governance: Regulatory Bodies and Their Impact
Regulation of Expression at Multiple Steps
Regulation of Expression Occurs at Multiple Steps