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Impact of COVID-19 on HIV Prevention Access: A Multi-platform Social Media Infodemiology Study.

ABSTRACT: This study seeks to identify and characterize key barriers associated with PrEP therapy as self-reported by users on social media platforms. We used data mining and unsupervised machine learning approaches to collect and analyze COVID-19 and PrEP-related posts from three social media platforms including Twitter, Reddit, and Instagram. Predominant themes detected by unsupervised machine learning and manual annotation included users expressing uncertainty about PrEP treatment adherence due to COVID-19, challenges related to accessibility of clinics, concerns about PrEP costs and insurance coverage, perceived lower HIV risk leading to lack of adherence, and misinformation about PrEP use for COVID-19 prevention.

SUBMITTER: Xu Q 

PROVIDER: S-EPMC9734820 | biostudies-literature | 2023 Jun

REPOSITORIES: biostudies-literature

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Impact of COVID-19 on HIV Prevention Access: A Multi-platform Social Media Infodemiology Study.

Xu Qing Q   McMann Tiana T   Godinez Hector H   Nali Matthew C MC   Li Jiawei J   Cai Mingxiang M   Merenda Christine C   Lee Christine C   Araojo Richardae R   Mackey Tim K TK  

AIDS and behavior 20221205 6

This study seeks to identify and characterize key barriers associated with PrEP therapy as self-reported by users on social media platforms. We used data mining and unsupervised machine learning approaches to collect and analyze COVID-19 and PrEP-related posts from three social media platforms including Twitter, Reddit, and Instagram. Predominant themes detected by unsupervised machine learning and manual annotation included users expressing uncertainty about PrEP treatment adherence due to COVI  ...[more]

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