Natural Language Processing Insight into LGBTQ+ Youth Mental Health During the COVID-19 Pandemic: Longitudinal Content Analysis of Anxiety-Provoking Topics and Trends in Emotion in LGBTeens Microcommunity Subreddit

Journals

1. Sousa A, Machuca-Contreras F, Morais A, Araújo R, Silva G, Camargo C, Oliveira J, Carvalho E. Rupturas biográficas pela pandemia da COVID-19 sobre adolescentes e jovens homens trans e transmasculinos: demandas para a enfermagem. Revista Latino-Americana de Enfermagem 2022;30(spe) View
2. Stevens H, Palomares N. Constituents’ Inferences of Local Governments’ Goals and the Relationship Between Political Party and Belief in COVID-19 Misinformation: Cross-sectional Survey of Twitter Followers of State Public Health Departments. JMIR Infodemiology 2022;2(1):e29246 View
3. Stevens H, Rasul M, Oh Y. Emotions and Incivility in Vaccine Mandate Discourse: Natural Language Processing Insights. JMIR Infodemiology 2022;2(2):e37635 View
4. Cingel D, Lauricella A, Taylor L, Stevens H, Coyne S, Wartella E, Ibrahimi S. U.S. adolescents’ attitudes toward school, social connection, media use, and mental health during the COVID-19 pandemic: Differences as a function of gender identity and school context. PLOS ONE 2022;17(10):e0276737 View
5. Sousa A, Machuca-Contreras F, Morais A, Araújo R, Silva G, Camargo C, Oliveira J, Carvalho E. Biographical ruptures by the COVID-19 pandemic on adolescent and young trans men and transmasculine people: demands for nursing. Revista Latino-Americana de Enfermagem 2022;30(spe) View
6. Sousa A, Machuca-Contreras F, Morais A, Araújo R, Silva G, Camargo C, Oliveira J, Carvalho E. Rupturas biográficas por la pandemia del COVID-19 en adolescentes y jóvenes hombres trans y transmasculinos: demandas para la enfermería. Revista Latino-Americana de Enfermagem 2022;30(spe) View
7. Griffin N, Crowder M, Kyle P, Holding E, Woodrow N, H F, Dodd-Reynolds C, Summerbell C, Scott S. ‘Bigotry is all around us, and we have to deal with that’: Exploring LGBTQ+ young people’s experiences and understandings of health inequalities in North East England.. SSM - Qualitative Research in Health 2023;3:100263 View
8. Hastings P, Hodge R. Considering the experiences and adjustment of sexual and gender minority youths during the COVID-19 pandemic. Current Opinion in Psychology 2023;53:101660 View
9. Delmonaco D, Li S, Paneda C, Popoff E, Hughson L, Jadwin-Cakmak L, Alferio J, Stephenson C, Henry A, Powdhar K, Gierlinger I, Harper G, Haimson O. Community-Engaged Participatory Methods to Address Lesbian, Gay, Bisexual, Transgender, Queer, and Questioning Young People’s Health Information Needs With a Resource Website: Participatory Design and Development Study. JMIR Formative Research 2023;7:e41682 View
10. Shoults C, Dawson L, Hayes C, Eswaran H. Comparing the Discussion of Telehealth in Two Social Media Platforms: Social Listening Analysis. Telemedicine Reports 2023;4(1):236 View
11. Curtis M, Floresca Y, Davoudpour S, Xu J, Phillips G. Patterns of COVID-19 related lifestyle disruptions and their associations with mental health outcomes among youth and young adults. Journal of Mood & Anxiety Disorders 2023;4:100029 View
12. Sahoo S, Venkatesan V, Chakravarty R. ‘Coming out’/self-disclosure in LGBTQ+ adolescents and youth: International and Indian scenario - A narrative review of published studies in the last decade (2012-2022). Indian Journal of Psychiatry 2023;65(10):1012 View
13. Tin J, Stevens H, Rasul M, Taylor L. Incivility in COVID-19 Vaccine Mandate Discourse and Moral Foundations: Natural Language Processing Approach. JMIR Formative Research 2023;7:e50367 View
14. Ma S, Jiang S, Yang O, Zhang X, Fu Y, Zhang Y, Kaareen A, Ling M, Chen J, Shang C. Use of Machine Learning Tools in Evidence Synthesis of Tobacco Use Among Sexual and Gender Diverse Populations: Algorithm Development and Validation. JMIR Formative Research 2024;8:e49031 View
15. Rabins M, Brennan-Cook J, Jackson G, Koch A. LGBTQ+ disclosure: challenges and possibilities. Culture, Health & Sexuality 2025;27(2):143 View
16. Necaise A, Amon M. Peer Support for Chronic Pain in Online Health Communities: Quantitative Study on the Dynamics of Social Interactions in a Chronic Pain Forum. Journal of Medical Internet Research 2024;26:e45858 View
17. Yang F, Pham B, Zhang S, Kriss L. Talking about pain plainly: authentic expression of pain management on Reddit. Health & New Media Research 2024;8(1):73 View
18. Ibrahim S, Li M, Patel J, Katapally T. Utilizing natural language processing for precision prevention of mental health disorders among youth: A systematic review. Computers in Biology and Medicine 2025;188:109859 View
19. Bonnevie E, Smith S, Kapur M, Smyser J, Castrucci B. Leveraging Media Monitoring to Inform Targeted Health Communications for Adolescents, Older Adults, and LGBTQ+ People. Journal of Public Health Management & Practice 2025 View
20. Dilanka R, Rupasingha R. Sentiment Analysis on Suicidal Tendency Affected by the COVID -19 Pandemic: A Comparison of Different Algorithms using Twitter Data. Coronaviruses 2025;6(2) View