Infoveillance and Social Listening

Exploring Topics, Emotions, and Sentiments in Health Organization Posts and Public Responses on Instagram: Content Analysis

Abigail Paradise Vit, Avi Magid

JMIR Infodemiology 2025 (May 02); 5:e70576

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Natural Language Processing and Machine Learning Techniques for Analyzing Conversations About Nutritional Yeasts in the United States and France: Retrospective Social Media Listening Study

Jean-François Jeanne, Joelle Malaab, Antoine Vanhove, Florian Mourey, Manissa Talmatkadi, Stéphane Schück

JMIR Infodemiology 2025 (May 01); 5:e60528

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#GenderAffirmingHormoneTherapy and Health Information on TikTok: Thematic Content Analysis

Julia Rose Beatini, Nora Yanyi Sun, Julianna K Coleman, Maetal E Haas-Kogan, Andrea Pelletier, Deborah Bartz, Alex Sogomon Keuroghlian

JMIR Infodemiology 2025 (Apr 29); 5:e66845

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A Social Media Study of Portrayals of Bipolar Disorders on YouTube: Content and Thematic Analyses

Eric Mayor, Lucas M Bietti

J Med Internet Res 2025 (Apr 25); 27:e67129

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Social Listening for Patient Experiences With Stopping Extended-Release Buprenorphine: Content Analysis of Reddit Messages

Michael K Gilbert, Ashlynn R Daughton, Howard D Chilcoat, Celine M Laffont, Stephanie Strafford, Angela M DeVeaugh-Geiss

J Med Internet Res 2025 (Apr 25); 27:e71245

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Exploring the Use of Social Media for Activism by Mexican Nongovernmental Organizations Using Posts From the 16 Days of Activism Against Gender-Based Violence Campaign: Thematic Content Analysis

Marian Marian, Ramona L Pérez, Elizabeth Reed, Samantha Hurst, Rebecka Lundgren, Amanda C McClain, Kathryn M Barker

JMIR Infodemiology 2025 (Apr 17); 5:e67368

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Large-Scale Deep Learning–Enabled Infodemiological Analysis of Substance Use Patterns on Social Media: Insights From the COVID-19 Pandemic

Julina Maharjan, Jianfeng Zhu, Jennifer King, NhatHai Phan, Deric Kenne, Ruoming Jin

JMIR Infodemiology 2025 (Apr 17); 5:e59076

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Approach to Design and Evaluate Digital Tools to Enhance Young Adult Participation in Clinical Trials: Co-Design and Controlled Intercept Study

Tim Mackey, Raphael E Cuomo, Qing Xu, Tiana J McMann, Zhuoran Li, Mingxiang Cai, Christine Wenzel, Joshua S Yang

J Med Internet Res 2025 (Apr 11); 27:e70852

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Evolutionary Trend of Dental Health Care Information on Chinese Social Media Platforms During 2018-2022: Retrospective Observational Study

Zhiyu Zhu, Zhiyun Ye, Qian Wang, Ruomei Li, Hairui Li, Weiming Guo, Zhenxia Li, Lunguo Xia, Bing Fang

JMIR Infodemiology 2025 (Apr 10); 5:e55065

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Association of Social Media Recruitment and Depression Among Racially and Ethnically Diverse Metabolic and Bariatric Surgery Candidates: Prospective Cohort Study

Jackson M Francis, Sitapriya S Neti, Dhatri Polavarapu, Folefac Atem, Luyu Xie, Olivia Kapera, Matthew S Mathew, Elisa Marroquin, Carrie McAdams, Jeffrey Schellinger, Sophia Ngenge, Sachin Kukreja, Benjamin E Schneider, Jaime P Almandoz, Sarah E Messiah

JMIR Form Res 2025 (Apr 10); 9:e58916

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Online Information About Side Effects and Safety Concerns of Semaglutide: Mixed Methods Study of YouTube Videos

Andy Wai Kan Yeung, Fabian Peter Hammerle, Sybille Behrens, Maima Matin, Michel-Edwar Mickael, Olena Litvinova, Emil D Parvanov, Maria Kletecka-Pulker, Atanas G Atanasov

JMIR Infodemiology 2025 (Apr 08); 5:e59767

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Infoveillance of COVID-19 Infections in Dentistry Using Platform X: Descriptive Study

Alghalia Al-Mansoori, Ola Al Hayk, Sharifa Qassmi, Sarah M Aziz, Fatima Haouari, Tawanda Chivese, Faleh Tamimi, Alaa Daud

J Med Internet Res 2025 (Apr 03); 27:e54650

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Appropriateness of Web-Based Resources for Home Blood Pressure Measurement and Their Alignment With Guideline Recommendations, Readability, and End User Involvement: Environmental Scan of Web-Based Resources

Eleanor Clapham, Dean Picone, Samuel Carmichael, Carissa Bonner, Niamh Chapman

JMIR Infodemiology 2025 (Apr 03); 5:e55248

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Insights on the Side Effects of Female Contraceptive Products From Online Drug Reviews: Natural Language Processing–Based Content Analysis

Nicole Groene, Audrey Nickel, Amanda E Rohn

JMIR AI 2025 (Apr 03); 4:e68809

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Popular Treatments of Psoriasis on Social Media: Google Trends Analysis

Derek Nguyen, Jennifer Javaheri, Ruth Sanchez, Vy Han

JMIR Dermatol 2025 (Mar 28); 8:e70067

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Exploring the Use of Social Media for Medical Problem Solving by Analyzing the Subreddit r/medical_advice: Quantitative Analysis

Xiyu Zhao, Victor Yang, Arjun Menta, Jacob Blum, Padmini Ranasinghe

JMIR Infodemiology 2025 (Mar 20); 5:e56116

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COVID-19 Public Health Communication on X (Formerly Twitter): Cross-Sectional Study of Message Type, Sentiment, and Source

Sana Parveen, Agustin Garcia Pereira, Nathaly Garzon-Orjuela, Patricia McHugh, Aswathi Surendran, Heike Vornhagen, Akke Vellinga

JMIR Form Res 2025 (Mar 19); 9:e59687

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Understanding Patient Experiences of Vulvodynia Through Reddit: Qualitative Analysis

Aurora J Grutman, Sara Perelmuter, Abigail Perez, Janine Meurer, Monica Contractor, Eva Mathews, Katie Shearer, Lindsey A Burnett, Maria Uloko

JMIR Infodemiology 2025 (Mar 06); 5:e63072

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Using Natural Language Processing Methods to Build the Hypersexuality in Bipolar Reddit Corpus: Infodemiology Study of Reddit

Daisy Harvey, Paul Rayson, Fiona Lobban, Jasper Palmier-Claus, Clare Dolman, Anne Chataigné, Steven Jones

JMIR Infodemiology 2025 (Mar 06); 5:e65632

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Probing Public Perceptions of Antidepressants on Social Media: Mixed Methods Study

Jianfeng Zhu, Xinyu Zhang, Ruoming Jin, Hailong Jiang, Deric R Kenne

JMIR Form Res 2025 (Feb 26); 9:e62680

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