Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Accepted for/Published in: JMIR Formative Research

Date Submitted: Jun 28, 2023
Date Accepted: Jul 21, 2023

The final, peer-reviewed published version of this preprint can be found here:

Twitter Sentiment About the US Federal Tobacco 21 Law: Mixed Methods Analysis

Dobbs P, Boykin AA, Ezike N, Myers A, Colditz JB, Primack BA

Twitter Sentiment About the US Federal Tobacco 21 Law: Mixed Methods Analysis

JMIR Form Res 2023;7:e50346

DOI: 10.2196/50346

PMID: 37651169

PMCID: 10502593

Twitter Sentiment about the US Federal Tobacco 21 Law: A Mixed Methods Analysis

  • Page Dobbs; 
  • Allison Ames Boykin; 
  • Nnamdi Ezike; 
  • Aaron Myers; 
  • Jason B Colditz; 
  • Brian A. Primack

ABSTRACT

Background:

On December 20, 2019, the US “Tobacco 21” law raised the minimum legal sales age of tobacco products to 21 years.

Objective:

This study sought to examine sentiment about Tobacco 21 on Twitter leading up to the enactment of the federal law.

Methods:

We collected tweets related to Tobacco 21 posted between September and December 2019. A 2% subsample (n = 4,628 tweets) was annotated by two experienced, trained coders for policy-related information and sentiment. We also examined quantitative patterns related to the volume of Tobacco 21-related tweets.

Results:

Most tweets (46.2%) about Tobacco 21 were neutral, over one-third (38.8%) were anti-policy, and 15.0% were supportive of the law. Key themes identified among neutral tweets redirected the conversation to other age-related behaviors, discussed methods of evading the law, or were news reports. Tweets opposing Tobacco 21 mentioned that the law was unfair to 18-20-year-olds who were addicted to nicotine and cast doubt that the law would effectively reduce smoking. Pro-Tobacco 21 tweets focused on the protection of youth. Four spikes in daily volume were noted, two of which corresponded with political speeches and two that were associated with the preparation and passage of the legislation. Most discussions generated from news sources and the general public surfaced in the final days before enactment. The majority of tweets related to Tobacco 21 were neutral or negative.

Conclusions:

Understanding themes of public sentiment—as well as when Twitter activity is most active—will help public health professionals to optimize health promotion activities, including the countering of misinformation.


 Citation

Please cite as:

Dobbs P, Boykin AA, Ezike N, Myers A, Colditz JB, Primack BA

Twitter Sentiment About the US Federal Tobacco 21 Law: Mixed Methods Analysis

JMIR Form Res 2023;7:e50346

DOI: 10.2196/50346

PMID: 37651169

PMCID: 10502593

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.