Infoveillance and Social Listening

Sentiment Analysis Using a Large Language Model–Based Approach to Detect Opioids Mixed With Other Substances Via Social Media: Method Development and Validation

Muhammad Ahmad, Ildar Batyrshin, Grigori Sidorov

JMIR Infodemiology 2025 (Jun 19); 5:e70525

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Navigating the Maze of Social Media Disinformation on Psychiatric Illness and Charting Paths to Reliable Information for Mental Health Professionals: Observational Study of TikTok Videos

Alexandre Hudon, Keith Perry, Anne-Sophie Plate, Alexis Doucet, Laurence Ducharme, Orielle Djona, Constanza Testart Aguirre, Gabrielle Evoy

J Med Internet Res 2025 (Jun 18); 27:e64225

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Public Discourse Toward Older Drivers in Japan Using Social Media Data From 2010 to 2022: Longitudinal Analysis

Akito Nakanishi, Masao Ichikawa, Yukie Sano

JMIR Infodemiology 2025 (Jun 16); 5:e69321

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Measurement, Characterization, and Mapping of COVID-19 Misinformation in Spain: Cross-Sectional Study

Javier Alvarez-Galvez, Carolina Lagares-Franco, Esther Ortega-Martin, Helena De Sola, Antonio Rojas-García, Paloma Sanz-Marcos, José Almenara-Barrios, Angelos P Kassianos, Ilaria Montagni, María Camacho-García, Maribel Serrano-Macías, Jesús Carretero-Bravo

JMIR Infodemiology 2025 (Jun 16); 5:e69945

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Using Social Media Data to Assess the Impact of Infertility on French Patients’ Quality of Life: Retrospective Observational Study

Mouna Mael-Ainin, Pierre-Emmanuel Bouet, Paméla Voillot, Joelle Malaab, Manissa Talmatkadi, Stéphane Schück, Nathalie Massin

J Med Internet Res 2025 (Jun 13); 27:e68094

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Improving Suicidal Ideation Detection in Social Media Posts: Topic Modeling and Synthetic Data Augmentation Approach

Hamideh Ghanadian, Isar Nejadgholi, Hussein Al Osman

JMIR Form Res 2025 (Jun 11); 9:e63272

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Global Surveillance of Public Interest in Cosmetic Tourism for Aesthetic Eyelid Surgery Abroad: Cross-Sectional Infodemiology Investigation of Internet Search Trends and Social Media Content

Daniel B Azzam, Yi Ling Dai, Victoria S North, Alison B Callahan, Katrinka L Heher, Mitesh K Kapadia, M Reza Vagefi

JMIR Infodemiology 2025 (Jun 02); 5:e64639

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Stigma of Dementia on Social Media During World Alzheimer’s Awareness Month: Thematic Analysis of Posts

Juanita-Dawne Bacsu, Jasmine Cassy Mah, Ali Akbar Jamali, Christine Conanan, Samantha Lautrup, Corinne Berger, Dylan Fiske, Sarah Fraser, Anila Virani, Florriann Fehr, Alison L Chasteen, Zahra Rahemi, Shirin Vellani, Melissa K Andrew, Allison Cammer, Katherine S McGilton, Rory Gowda-Sookochoff, Kate Nanson, Karl S Grewal, Raymond J Spiteri

JMIR Form Res 2025 (Jun 02); 9:e72775

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The Quality of Dermatology Match Information on Social Media Platforms: Cross-Sectional Analysis

Anjali D'Amiano, Jack Kollings, Joel Sunshine

JMIR Dermatol 2025 (May 28); 8:e65217

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Social Media and the Evolution of Vaccine Preferences During the COVID-19 Pandemic: Discrete Choice Experiment

Robbie Maris, Zack Dorner, Stephane Hess, Steven Tucker

JMIR Infodemiology 2025 (May 28); 5:e66081

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Postpartum Depression and Maternal-Infant Bonding Experiences in Social Media Videos: Qualitative Content Analysis

Kunmi Sobowale, Jamie Sarah Castleman, Sophia Yingruo Zhao

JMIR Infodemiology 2025 (May 15); 5:e59125

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Patient Voices in Dialysis Care: Sentiment Analysis and Topic Modeling Study of Social Media Discourse

Ravi Shankar, Qian Xu, Anjali Bundele

J Med Internet Res 2025 (May 15); 27:e70128

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Linguistic Markers of Pain Communication on X (Formerly Twitter) in US States With High and Low Opioid Mortality: Machine Learning and Semantic Network Analysis

ShinYe Kim, Winson Fu Zun Yang, Zishan Jiwani, Emily Hamm, Shreya Singh

J Med Internet Res 2025 (May 13); 27:e67506

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Shifting Narratives in Media Coverage Across a Decade of Drug Discourse in the Philadelphia Inquirer: Qualitative Sentiment Analysis

Layla Bouzoubaa, Ramtin Ehsani, Preetha Chatterjee, Rezvaneh Rezapour

JMIR Infodemiology 2025 (May 13); 5:e56004

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Stigma Attitudes Toward HIV/AIDS From 2011 Through 2023 in Japan: Retrospective Study in Japan

Yi Piao, Nao Taguchi, Keisuke Harada, Kunihiro Hirahara, Yosuke Takaku, John Austin, KuanYeh Lee, Yui Shiozawa, Yunfei Cheng, Yoji Inoue

J Med Internet Res 2025 (May 12); 27:e69696

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Classifying the Information Needs of Survivors of Domestic Violence in Online Health Communities Using Large Language Models: Prediction Model Development and Evaluation Study

Shaowei Guan, Vivian Hui, Gregor Stiglic, Rose Eva Constantino, Young Ji Lee, Arkers Kwan Ching Wong

J Med Internet Res 2025 (May 12); 27:e65397

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Boosting Blood Donations Through Facebook Engagement: Randomized Controlled Field Trial

Steven Ramondt, Peter Kerkhof, Eva-Maria Merz

J Med Internet Res 2025 (May 12); 27:e64740

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Food Access in New York City During the COVID-19 Pandemic: Social Media Monitoring Study

Leah Butz, Charles Platkin, Jonathan Chin, Juan Pablo Chavez Salas, Ellie Serres, May May Leung

JMIR Form Res 2025 (May 09); 9:e49520

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Online Communities as a Support System for Alzheimer Disease and Dementia Care: Large-Scale Exploratory Study

Sidharth Kaliappan, Chunyu Liu, Yoshee Jain, Ravi Karkar, Koustuv Saha

JMIR Aging 2025 (May 05); 8:e68890

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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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