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Accepted for/Published in: JMIR Infodemiology

Date Submitted: Nov 18, 2024
Date Accepted: Jul 14, 2025

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

Health-Related Concerns of Anti-LGBTQ+ Legislation: Thematic Analysis Using Social Media Data

Klein AZ, Spiegel K, Bauermeister JA, Gonzalez-Hernandez G

Health-Related Concerns of Anti-LGBTQ+ Legislation: Thematic Analysis Using Social Media Data

JMIR Infodemiology 2025;5:e68956

DOI: 10.2196/68956

PMID: 40934496

PMCID: 12464498

Health-Related Concerns of Anti-LGBTQ+ Legislation: A Thematic Analysis Using Social Media Data

  • Ari Z Klein; 
  • Kaelen Spiegel; 
  • JosĂ© A Bauermeister; 
  • Graciela Gonzalez-Hernandez

ABSTRACT

Background:

There has been a recent proliferation of anti-LGBTQ+ legislation being proposed in the United States, including more than 500 bills across 42 states in 2024.

Objective:

The objective of this study was to use social media data to explore health-related concerns of anti-LGBTQ+ legislation among sexual minority men in the United States.

Methods:

We qualitatively analyzed tweets that matched keywords related to LGBTQ+ legislation, identifying those that expressed health-related concerns and then categorizing them into emergent themes. We automatically identified users’ geographic location and age for subgroup analyses.

Results:

Among 8486 keyword-matched tweets, 493 (5.8%) expressed health-related concerns of anti-LGBTQ+ legislation and were posted by 288 sexual minority men in the United States: 112 (38.9%) who posted about healthcare, 84 (29.2%) about safety, 64 (22.2%) about mental health, 62 (21.5%) about general harm, 49 (17%) about human rights, and 40 (13.9%) about support. The prevalence of concerns varied by geographic location and age.

Conclusions:

Our findings contribute to a broader understanding of health-related concerns of anti-LGBTQ+ legislation and may inform targeted public health efforts to address them.


 Citation

Please cite as:

Klein AZ, Spiegel K, Bauermeister JA, Gonzalez-Hernandez G

Health-Related Concerns of Anti-LGBTQ+ Legislation: Thematic Analysis Using Social Media Data

JMIR Infodemiology 2025;5:e68956

DOI: 10.2196/68956

PMID: 40934496

PMCID: 12464498

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