Klein Ari Z, Spiegel Kaelen, Bauermeister José A, Gonzalez-Hernandez Graciela
Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
Department of Computational Biomedicine, Cedars-Sinai Medical Center, West Hollywood, CA, United States.
JMIR Infodemiology. 2025 Sep 11;5:e68956. doi: 10.2196/68956.
There has been a recent proliferation of anti-LGBTQ+ (lesbian, gay, bisexual, transgender, queer/questioning) legislation being proposed in the United States, including more than 500 bills across 42 states in 2024. Many of the studies examining the impact of anti-LGBTQ+ legislation have focused specifically on the association with mental health outcomes.
The objective of this study was to use social media data to more broadly explore health-related concerns of anti-LGBTQ+ legislation among sexual minority men in the United States.
We leveraged a dataset containing 70 million tweets that were posted by 23,276 users in the United States who self-reported on Twitter that they are sexual minority men. First, we searched these tweets for keywords related to LGBTQ+ legislation. Next, we developed a codebook for identifying those that expressed health-related concerns of anti-LGBTQ+ legislation. Then, we developed a coding scheme to categorize these concerns into one or more themes by using an inductive approach. Finally, we automatically identified the users' geographic location and age for subgroup analyses.
Among 8486 keyword-matched tweets, 493 (5.8%) tweets expressed health-related concerns due to anti-LGBTQ+ legislation and were posted by 288 sexual minority men in the United States: 112 (38.9%) who posted about health care, 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. Health care was the top concern overall and across the United States and age groups. In contrast, the higher prevalence of mental health was driven by the larger number of users in the South, as it was less of a concern in other regions. Similarly, mental health was less of a concern among older age groups. Safety was as much of a concern as mental health overall and across the United States and most age groups.
Our findings may inform a broader range of health interventions and approaches for targeting them at specific populations of sexual minority men. By demonstrating that these concerns are expressed on social media, our findings can be leveraged by advocacy groups to amplify voices and rally public support for countering anti-LGBTQ+ bills.
近期美国提出了大量反 LGBTQ+(女同性恋、男同性恋、双性恋、跨性别者、酷儿/对性取向或性别认同存疑者)的立法,仅 2024 年就有 42 个州提出了 500 多项此类法案。许多研究反 LGBTQ+ 立法影响的研究特别关注了其与心理健康结果的关联。
本研究的目的是利用社交媒体数据更广泛地探索美国性少数男性中与反 LGBTQ+ 立法相关的健康问题。
我们利用了一个数据集,其中包含美国 23276 名在推特上自我报告为性少数男性的用户发布的 7000 万条推文。首先,我们在这些推文中搜索与 LGBTQ+ 立法相关的关键词。接下来,我们制定了一个编码手册,用于识别那些表达了与反 LGBTQ+ 立法相关的健康问题的推文。然后,我们制定了一种编码方案,通过归纳法将这些问题归类为一个或多个主题。最后,我们自动识别用户的地理位置和年龄以进行亚组分析。
在 8486 条关键词匹配的推文中,493 条(5.8%)推文表达了因反 LGBTQ+ 立法而产生的与健康相关的问题,这些推文由美国 288 名性少数男性发布:112 条(38.9%)关于医疗保健,84 条(29.2%)关于安全,64 条(22.2%)关于心理健康,62 条(21.5%)关于一般伤害,49 条(17%)关于人权,40 条(13.9%)关于支持。医疗保健是总体上以及在美国和各年龄组中最受关注的问题。相比之下,心理健康问题的较高发生率是由南方更多的用户推动的,因为在其他地区这方面的关注度较低。同样,心理健康在老年群体中受关注程度较低。总体上以及在美国和大多数年龄组中,安全与心理健康受到的关注程度相当。
我们的研究结果可能为针对特定性少数男性群体的更广泛的健康干预措施和方法提供参考。通过证明这些问题在社交媒体上被表达出来,我们的研究结果可供倡导团体利用,以放大声音并争取公众对反对反 LGBTQ+ 法案的支持。