Online Discussions of Sexually Transmitted Infections During COVID-19: Insights From the Social Media Platform Reddit

Using topic modeling and thematic analysis, we identify and characterize 4 primary sexually transmitted infection topics in COVID-related posts made to the r/STD page of Reddit in 2020. BackgroundWith the onset of the COVID-19 pandemic, reported rates of chlamydia and gonorrhea dropped and remained low for several months of 2020 as compared with 2019. Additional data are needed to reveal causes of reported rate changes. Here, we analyze sexually transmitted infection (STI)-related conversations from the online-discussion platform Reddit to gain insight into the role of the pandemic on public experience of STIs in 2020.MethodsWe collected data from Pushshift's and Reddit's application programming interfaces via programs coded in Python. We focused data collection on the "r/STD" subreddit. Collected submissions contained the term(s) "covid" and/or "coronavirus" and were submitted between January 1, 2020, and December 31, 2020. We collected the title and text of each submission. We used a Latent Dirichlet Allocation algorithm to create a topic model of post content and complemented this approach with key term analysis and qualitative hand-coding.ResultsOf the 288 posts collected, 148 were complete and included in analyses. Latent Dirichlet Allocation revealed 4 main topics in the collected posts: narration of sexual experiences, STI testing, crowdsourcing of visual STI diagnoses, and descriptions of STI-related pains and treatments. Hand-coding of COVID-19 mentions revealed pandemic-related anxieties about STI care seeking and experienced delays in and changes to quality of STI care received.ConclusionsReferences to COVID-19 and associated mitigation efforts were woven into Reddit posts pertaining to several domains of STI care. These data support the notion that Reddit discussions may represent a valuable source of STI information, standing to corroborate and further contextualize STI survey and surveillance work.