Abstract
Although numerous editorials claim the COVID-19 pandemic has disproportionately impacted vulnerable populations, particularly those affected by HIV, these claims have received limited empirical evaluation. We analyzed posts to Reddit’s r/HIVAIDS from January 3, 2012 through April 30, 2022 to (a) assess changes in the volume of posts during the pandemic and (b) determine the needs of HIV affected communities. There were cumulatively 100% (95%CI: 75–126) more posts than expected since the US declared a pandemic emergency. The most prevalent themes in these posts were for obtaining an HIV + diagnosis (representing 34% (95%CI:29–40) of all posts), seeking HIV treatment (20%; 95%CI:16–25), finding psychosocial support (16%; 95%CI:12–20), and tracking disease progression (8%; 95%CI:5–11). Discussions about PrEP and PEP were the least common, representing less than 6% of all posts each. Social media has increasingly become an important health resource for vulnerable populations seeking information, advice, and support. Public health organizations should recognize how the lay public uses social media and collaborate with social media companies to ensure that the needs of help-seekers on these platforms are met.
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References
Ayers JW, Leas EC, Johnson DC, et al. Internet searches for acute anxiety during the early stages of the COVID-19 pandemic. JAMA Intern Med. 2020;180(12):1706–7.
Nobles AL, Johnson DJ, Leas EC, Goodman-Meza D, Zúñiga ML, Ziedonis D, Strathdee SA, Ayers JW. Characterizing self-reports of self-identified patient experiences with methadone maintenance treatment on an Online Community during COVID-19. Subst Use Misuse. 2021;56(14):2134–40.
Friedman JR, Hansen H. Evaluation of increases in drug overdose mortality rates in the US by race and ethnicity before and during the COVID-19 pandemic. JAMA Psychiatry. 2022;79(4):379–81.
Woolf SH, Wolf ER, Rivara FP. The New Crisis of increasing all-cause mortality in US children and adolescents. JAMA. 2023;329(12):975–6.
Alang S, Blackstock O, Health Justice. A Framework for mitigating the impacts of HIV and COVID-19 on disproportionately affected Communities. Am J Public Health. 2023;113(2):194–201.
Jiang H, Zhou Y, Tang W. Maintaining HIV care during the COVID-19 pandemic. Lancet HIV. 2020;7(5):E308–9.
Lesko CR, Bengtson AM. HIV and COVID-19: intersecting Epidemics with many unknowns. Am J Epidemiol 2021 Jan 4;190(1):10–6.
House JS, Landis KR, Umberson D. Social Relationships and Health Science. 1988;241(4865):540–5.
Lazard AJ, Saffer AJ, Wilcox GB, Chung AD, Social Media. Chronic Illness, and the Patient Experience: A Content Analysis of Social Media Posts About Crohn Disease and Ulcerative Colitis. J Med Internet Res. 2018 Apr 23;20(4):e121.
Patel R, Chang T, Greysen SR, Chopra V. Social Media Use in Chronic Disease: a systematic review and Novel Taxonomy. Am J Med. 2015 Dec;128(12):1335–50.
Taggart T, Grewe ME, Conserve DF, Gliwa C, Isler MR. Social Media and HIV: a systematic review of Uses of Social Media in HIV Communication. J Med Internet Res 2015 Nov 24;17(11):e248.
Nobles AL, Leas EC, Noar S, Dredze M, Latkin CA, Strathdee SA, Ayers JW. Automated image analysis of instagram posts: implications for risk perception and communication in public health using a case study of #HIV. PLoS ONE. 2020;15(5):e0231155.
Nobles AL, Leas EC, Latkin CA, Dredze M, Strathdee SA, Ayers JW. #HIV: alignment of HIV-Related visual content on Instagram with Public Health Priorities in the US. AIDS Behav. 2020;1:9–11.
Strathdee SA, ANobles AL, Ayers JW. Harnessing digital data and data science to achieve 90-90-90 goals to end the HIV epidemic. Curr Opin HIV AIDS. 2019;14(6):481–3.
Reddit.com web visitor traffic 2022. Statista. Accessed January 3, 2023. https://www.statista.com/statistics/443332/reddit-monthly-visitors/
Ayers JW, Althouse BM, Dredze M. Could behavioral medicine lead the web data revolution? JAMA. 2014;311(14):1399–400.
Paul MJ, Dredze M. Social monitoring for public health. Synth Lect Inf Concepts Retr. 2017;9:1–183.
Ayers JW, Althouse BM, Dredze M, Leas EC, Noar SM. News and Internet searches about human immunodeficiency virus after Charlie Sheen’s Disclosure. JAMA Intern Med. 2016;176(4):552–4.
Johnson DJ, Nobles AL, Caputi TL, Liu M, Leas EC, Strathdee SA, Smith DM, Ayers JW. Monitoring HIV testing and pre-exposure prophylaxis information seeking by combining digital and traditional data. BMC Infect Dis. 2021;21(1):1–7.
Hyndman RJ, Khandakar Y. Automatic time series forecasting: the forecast package for R. J Stat Softw. 2008;27(3):1–22.
Ayers JW, Caputi TC, Nebeker C, Dredze M. Don’t quote me: reverse identification of Research participants in Social Media Studies. Nat Digit Med. 2018;1(1):30. https://doi.org/10.1038/s41746-018-0036-2
Ellis, WE, Dumas TM. Physically isolated but socially connected: psychological adjustment and stress among adolescents during the initial COVID-19 crisis. Can J Behav Sci. 2020;52(3):177–87.
Walton GM, Cohen GL, Cwir D, Spencer SJ. Mere belonging: the power of social connections. J Pers Soc Psychol. 2012;102(3):513–32.
Beltran RM, Holloway IW, Hong C, Miyashita A, Cordero L, Wu E, Burris K, Frew PM. Social Determinants of Disease: HIV and COVID-19 Experiences. Curr HIV/AIDS Rep. 2022;19:101–12.
Nobles AL, Leas EC, Althouse BM, Dredze M, Longhurst CA, Smith DM, Ayers JW. Requests for diagnoses of sexually transmitted diseases on a social media platform. JAMA. 2019;322(17):1712–3.
Frieden TR, Foti KE, Mermin J. Applying Public Health Principles to the HIV Epidemic — How are we doing? N Engl J Med. 2015;373:2281–7.
Ayers JW, Chu B, Zhu Z, Leas EC, Smith DM, Dredze M, Broniatowski DA. Spread of misinformation about face masks and COVID-19 by automated software on Facebook. JAMA Intern Med. 2021;181(9):1251–3.
Broniatowski DA J, AM Q, S, et al. Weaponized health communication: Twitter bots and russian trolls amplify the vaccine debate.  Am J Public Health. 2018;108(10):1378–84.
Betton V, Borschmann R, Docherty M, Coleman S, Brown M, Henderson C. The role of social media in reducing stigma and discrimination. Br J Psychiatry. 2015;206(6):443–4.
Singal, J. Reddit Enlists 10,000 Volunteers to Prevent Suicides … They Hope. The Daily Beast. 2017. Accessed January 3, 2023. https://www.thedailybeast.com/reddit-enlists-10000-volunteers-to-prevent-suicides-they-hope
Li Z, Purcell DW, Sansom SL, Hayes D, Hall HI. Vital Signs: HIV Transmission along the Continuum of Care — United States, 2016. MMWR Morb Mortal Wkly Rep. 2019 Mar;22(11):267–72.
Schackman BR, Fleishman JA, Su AE, Berkowitz BK, Moore RD, Walensky RP, Becker JE, Voss C, Paltiel AD, Weinstein MC, Freedberg KA, Gebo KA, Losina E. The Lifetime Medical cost savings from preventing HIV in the United States. Med Care. 2015 Apr;53(4):293–301.
Latkin CA, Knowlton AR. Micro-social structural approaches to HIV prevention: a social ecological perspective. AIDS Care. 2005;17(Suppl 1):102–13.
Nguyen LH, Tran BX, Rocha LEC, Nguyen HLT, Yang C, Latkin CA, Thorson A, Strömdahl S. A systematic review of eHealth Interventions addressing HIV/STI Prevention among Men who have sex with men. AIDS Behav. 2019;23(9):2253–72.
Amir S, Dredze M, Ayers JW. Mental health surveillance over social media with digital cohorts. Proceedings of the Sixth Workshop on Computational Linguistics and Clinical Psychology. 2019;114–120.
Acknowledgements
This work was supported by the California HIV Research Program, University of California Office of the President, UCSD PREPARE Institute, and National Institutes of Health. The funders played no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
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Ayers designed the study. Ayers and Zhu co-led the data analysis and annotation. All authors participated in the data interpretation, revising the manuscript, and agreed to the final submission.
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Dr. Ayers owns equity positions in Health Watcher and Good Analytics. Dr. Dredze owns an equity position in Good Analytics and is a paid advisor to Sickweather and Bloomberg LP. Dr. Smith reports paid consulting for Bayer, Arena Pharmaceuticals, FluxErgy and Linear Therapies. The remaining authors do not report any conflict of interest.
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Ayers, J.W., Zhu, Z., Harrigian, K. et al. Managing HIV During the COVID-19 Pandemic: A Study of Help-Seeking Behaviors on a Social Media Forum. AIDS Behav 28, 1166–1172 (2024). https://doi.org/10.1007/s10461-023-04134-9
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DOI: https://doi.org/10.1007/s10461-023-04134-9