Social Media in Public Health informatics

Articles published in 2025 in this theme: 29 (scroll down to load remaining articles)

2025

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Digital Smoking Cessation Preferences of Predominately Low-Income and Latino Residents of the San Joaquin Valley in California: Qualitative Study

Karla D Llanes, Maya Vijayaraghavan, Sara Schneider, Pamela M Ling, Evi Hernandez, Paul Brunetta, Anna V Song, Arturo Durazo

JMIR Form Res 2025 (Nov 10); 9:e74105

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Utilization of Netnography as a Health Care Research Methodology: Scoping Review

Amany Sadat, Elizabeth Green, Imogen Forsythe, Stacey Munnelly, Georgette Eaton, Matthew Wynn, Fiona Pearson, Emma Dobson

J Med Internet Res 2025 (Oct 24); 27:e78025

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Information Pathways and Voids in Critical German Online Communities During the COVID-19 Vaccination Discourse: Cross-Platform and Mixed Methods Analysis

Silvan Wehrli, Anna-Maria Hartner, T Sonia Boender, Bert Arnrich, Christopher Irrgang

J Med Internet Res 2025 (Oct 17); 27:e76309

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Social Media Marketing of Non-Evidence-Based Women's Health Interventions: Protocol for a Content Analysis Using Participatory Research Methods

Brooke Nickel, Tessa Copp, Emma Gram, Jolyn Hersch, Claire Hudson, Kathleen McFadden, Kristen Pickles, Jenna Smith, Melody Taba, Alice Graham, Becky Freeman, Barbara Mintzes, Jenny Doust, Deborah Cohen, Kirsten McCaffery

JMIR Res Protoc 2025 (Oct 14); 14:e76750

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Social Media Discussions About Robotic Total Knee Arthroplasty: Cross-Sectional Analysis

Charles Desgagné, Jordan J Levett, Lior M Elkaim, John Antoniou

JMIR Infodemiology 2025 (Oct 09); 5:e69883

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Effectiveness and Costs of Participant Recruitment Strategies to a Web-Based Population Cohort: Observational Study

Hannah Milbourn, Archie Campbell, Fiona Clark, Elly Darrah, Robin Flaig, Liz Kirby, Daniel L McCartney, Isla Mitchell, Sarah Robertson, Anne Richmond, Rosie Tatham, Zhuoni Xiao, Kerim McAteer, Caroline Hayward, Riccardo E Marioni, Andrew M McIntosh, David J Porteous, Heather C Whalley, Cathie L M Sudlow

J Med Internet Res 2025 (Oct 06); 27:e75116

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Global Influence of Cannabis Legalization on Social Media Discourse: Mixed Methods Study

Consuelo Castillo-Toledo, Carolina Donat-Vargas, María Montero-Torres, Francisco J Lara-Abelenda, Fernando Mora, Melchor Alvarez-Mon, Javier Quintero, Miguel Ángel Álvarez-Mon

JMIR Infodemiology 2025 (Sep 29); 5:e65319

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Response to the Netflix Docuseries “Big Vape: The Rise and Fall of JUUL”: Mixed Methods Analysis of YouTube Comments Using Qualitative Coding and Topic Modeling

Beth Hoffman, Arpita Tripathi, Ariel Shensa, Julia (Pengyue) Dou, Piper Narendorf, Nishi Hundi, Jaime Sidani

JMIR Form Res 2025 (Sep 19); 9:e76737

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Characterization of Reddit Posts About Xylazine-Associated Wounds: Qualitative Study

Anthony Spadaro, JaMor Hairston, Sahithi Lakamana, Rachel Wightman, Jennifer Love, Jeanmarie Perrone, Abeed Sarker

JMIR Dermatol 2025 (Sep 12); 8:e70329

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Posttraumatic Stress Disorder Content on TikTok: Cross-Sectional Analysis of Popular #PTSD Posts

Brittany Rohl, Laura Carolyn Jones, Rachel Nattis, Robert Dale Claar, Xavier Velez, Joy Gabrielli, John Williamson, Eric Porges

Online J Public Health Inform 2025 (Sep 10); 17:e71209

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Pathological Processes Among Content Creators on Social Media: Scoping Review

Sergio Martinez-Aguirre, Javier Sanz-Valero, Elena Ronda-Pérez

JMIR Public Health Surveill 2025 (Sep 05); 11:e76708

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Data Mining Trauma: AI-Assisted Qualitative Study of Cyber Victimization on Reddit

J'Andra Antisdel, Wendy R Miller, Doyle Groves

JMIR Infodemiology 2025 (Sep 03); 5:e75493

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Social Media as an Emotional Barometer: Bidirectional Encoder Representations From Transformers–Long Short-Term Memory Sentiment Analysis on the Evolution of Public Sentiments During Influenza A on Sina Weibo

Yifan Ou, Gert-Jan de Bruijn, Peter Johannes Schulz

J Med Internet Res 2025 (Sep 03); 27:e68205

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Psychometric Evaluation of Large Language Model Embeddings for Personality Trait Prediction

Julina Maharjan, Ruoming Jin, Jianfeng Zhu, Deric Kenne

J Med Internet Res 2025 (Jul 08); 27:e75347

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E-Cigarette Narratives of User-Generated Posts on Xiaohongshu in China: Content Analysis

Tingfen Ji, Zhao Liu, Zheng Su, Xin Xia, Yi Liu, Ying Xie, Zhenxiao Huang, Xinmei Zhou, Min Wang, Anqi Cheng, Qingqing Song, Yuxin Shi, Shunyi Shi, Aihemaiti Ailifeire, Jiahui He, Yingman Gao, Liang Zhao, Liyan Wu, Dan Xiao, Chen Wang

J Med Internet Res 2025 (Jul 03); 27:e71173

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The Effectiveness of Social Media Campaigns in Improving Knowledge and Attitudes Toward Mental Health and Help-Seeking in High-Income Countries: Scoping Review

Ruth Plackett, Jessica-Mae Steward, Angelos P Kassianos, Marvin Duenger, Patricia Schartau, Jessica Sheringham, Silvie Cooper, Lucy Biddle, Judi Kidger, Kate Walters

J Med Internet Res 2025 (May 23); 27:e68124

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Decoding Digital Discourse Through Multimodal Text and Image Machine Learning Models to Classify Sentiment and Detect Hate Speech in Race- and Lesbian, Gay, Bisexual, Transgender, Queer, Intersex, and Asexual Community–Related Posts on Social Media: Quantitative Study

Thu T Nguyen, Xiaohe Yue, Heran Mane, Kyle Seelman, Penchala Sai Priya Mullaputi, Elizabeth Dennard, Amrutha S Alibilli, Junaid S Merchant, Shaniece Criss, Yulin Hswen, Quynh C Nguyen

J Med Internet Res 2025 (May 12); 27:e72822

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Evaluation of a Digital Media Campaign to Promote Knowledge and Awareness of the GPFirst Program for Nonurgent Conditions: Repeated Survey Study

Rebecca Ong Hui Shan, Hong Choon Oh, Priscilla Goh Sook Kheng, Lyndia Lee Sze Hui, Mas Riza Bte Mohd Razali, Edris Atikah Ahmad, Jagadesan Raghuram, Choon How How, Steven Lim Hoon Chin

JMIR Public Health Surveill 2025 (Apr 14); 11:e66062

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Impact of Social Media Influencers on Amplifying Positive Public Health Messages

Gerard Thomas Flaherty, Ryan Michael Mangan

J Med Internet Res 2025 (Mar 21); 27:e73062

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Public Attitudes Toward Violence Against Doctors: Sentiment Analysis of Chinese Users

Yuwen Zheng, Meirong Tian, Jingjing Chen, Lei Zhang, Jia Gao, Xiang Li, Jin Wen, Xing Qu

JMIR Med Inform 2025 (Mar 20); 13:e63772

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