Behavioral Surveillance for Population and Public Health Informatics

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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Bayesian Network Analysis of Intervention-Induced Physical Activity Behavior Change: Comparative Modeling Study Across Age, Education, and Activity Impairment Subgroups

Simone Catharina Maria Wilhelmina Tummers, Arjen Hommersom, Lilian Lechner, Roger Bemelmans, Catherine Adriana Wilhelmina Bolman

Online J Public Health Inform 2025 (Sep 03); 17:e57977

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Decoding HIV Discourse on Social Media: Large-Scale Analysis of 191,972 Tweets Using Machine Learning, Topic Modeling, and Temporal Analysis

Xiangming Zhan, Meijia Song, Cho Hee Shrader, Chad E Forbes, Angel B Algarin

J Med Internet Res 2025 (Aug 29); 27:e76745

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Reconsidering Trust and Information Engagement and Unpacking the Role of Emotion in Public Responses During the Early Stage of a Public Health Crisis in China: Web-Based Survey Study

Zhiming Liu, Jiawei Tu, Tien-Tsung Lee, Lu Wei

Online J Public Health Inform 2025 (Aug 25); 17:e77790

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Public Attention to Mpox in China During the Pandemic: Qualitative Analysis of TikTok Data Using Latent Dirichlet Allocation Topic Modeling

DongHang Luo, Jie Xu, Yaoyao Jiang, Mengnan Tan, Yaping Yao, Lin He, Jing Ma, Wei Dong, Wei Luo, Chu Zhou

J Med Internet Res 2025 (Aug 21); 27:e77424

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Web-Based Video Intervention and Associated Factors for the Uptake of the Catch-Up Human Papillomavirus Vaccination in Japan: Randomized Controlled Trial

Toshiki Yoshioka, Atsushi Goto, Taichi Mizushima, Yukio Suzuki, Yutaka Ueda, Asami Yagi, Masayuki Sekine, Risa Kudo, Suzanne M Garland, Suresh Kumarasamy, Ida Ismail-Pratt, Katharina Reimer, Etsuko Miyagi, Asia Pacific HPV Coalition

J Med Internet Res 2025 (Aug 15); 27:e67778

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Experiences and Perceptions About Death Reporting and Notification Among Rural Communities on the Islands of Lake Victoria, Uganda: Qualitative Study

Steven Ndugwa Kabwama, Douglas Bulafu, Rawlance Ndejjo, Rose Nampeera, Christine Kihembo, Chukwuma David Umeokonkwo, Simon Antara, Sheba Nakacubo Gitta, Caroline Kyozira, Allan Muruta, Jean-Edgard Nguessan, Rhoda K Wanyenze

JMIR Public Health Surveill 2025 (Aug 13); 11:e77135

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Optimization of Internet-Delivered Cognitive Behavioral Therapy for Canadian Leaders Within Public Safety: Qualitative Study

Jill AB Price, Hugh C McCall, Sam A Demyen, Shaylee M Spencer, Benjamin MW Katz, Alyssa P Clairmont, Heather D Hadjistavropoulos

J Med Internet Res 2025 (Apr 17); 27:e72321

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Net Reproduction Number as a Real-Time Metric of Population Reproducibility

Chiara Achangwa, Changhee Han, Jun-Sik Lim, Seonghui Cho, Sangbum Choi, Sukhyun Ryu

JMIR Public Health Surveill 2025 (Feb 12); 11:e63603

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Social Media Use and Oral Health–Related Misconceptions in Saudi Arabia: Cross-Sectional Study

Rahaf Hamdan BinHamdan, Salwa Abdulrahman Alsadhan, Arwa Zohair Gazzaz, AlBandary Hassan AlJameel

JMIR Form Res 2025 (Feb 10); 9:e70071

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Google Trends Assessment of Keywords Related to Smoking and Smoking Cessation During the COVID-19 Pandemic in 4 European Countries: Retrospective Analysis

Tobias Jagomast, Jule Finck, Imke Tangemann-Münstedt, Katharina Auth, Daniel Drömann, Klaas F Franzen

Online J Public Health Inform 2024 (Dec 03); 16:e57718

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Population Digital Health: Continuous Health Monitoring and Profiling at Scale

Naser Hossein Motlagh, Agustin Zuniga, Ngoc Thi Nguyen, Huber Flores, Jiangtao Wang, Sasu Tarkoma, Mattia Prosperi, Sumi Helal, Petteri Nurmi

Online J Public Health Inform 2024 (Nov 20); 16:e60261

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Crowdsourcing Adverse Events Associated With Monoclonal Antibodies Targeting Calcitonin Gene–Related Peptide Signaling for Migraine Prevention: Natural Language Processing Analysis of Social Media

Pengfei Zhang, Brad K Kamitaki, Thien Phu Do

JMIR Form Res 2024 (Nov 08); 8:e58176

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Messenger Use and Video Calls as Correlates of Depressive and Anxiety Symptoms: Results From the Corona Health App Study of German Adults During the COVID-19 Pandemic

Johanna-Sophie Edler, Yannik Terhorst, Rüdiger Pryss, Harald Baumeister, Caroline Cohrdes

J Med Internet Res 2024 (Sep 16); 26:e45530

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Understanding the Use of Mobility Data in Disasters: Exploratory Qualitative Study of COVID-19 User Feedback

Jennifer Lisa Chan, Sarah Tsay, Sraavya Sambara, Sarah B Welch

JMIR Hum Factors 2024 (Aug 01); 11:e52257

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Population Behavior Changes Underlying Phasic Shifts of SARS-CoV-2 Exposure Settings Across 3 Omicron Epidemic Waves in Hong Kong: Prospective Cohort Study

Chin Pok Chan, Shui Shan Lee, Tsz Ho Kwan, Samuel Yeung Shan Wong, Eng-Kiong Yeoh, Ngai Sze Wong

JMIR Public Health Surveill 2024 (Jun 19); 10:e51498

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e-Cigarette Tobacco Flavors, Public Health, and Toxicity: Narrative Review

Yehao Sun, Prital Prabhu, Ryan Rahman, Dongmei Li, Scott McIntosh, Irfan Rahman

Online J Public Health Inform 2024 (May 27); 16:e51991

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A Web-Based, Respondent-Driven Sampling Survey Among Men Who Have Sex With Men (Kai Noi): Description of Methods and Characteristics

Samart Karuchit, Panupit Thiengtham, Suvimon Tanpradech, Watcharapol Srinor, Thitipong Yingyong, Thananda Naiwatanakul, Sanny Northbrook, Wolfgang Hladik

JMIR Form Res 2024 (May 20); 8:e50812

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Intention to Use Mobile-Based Partograph and Its Predictors Among Obstetric Health Care Providers Working at Public Referral Hospitals in the Oromia Region of Ethiopia in 2022: Cross-Sectional Questionnaire Study

Kefyalew Naniye Tilahun, Jibril Bashir Adem, Wabi Temesgen Atinafu, Agmasie Damtew Walle, Nebyu Demeke Mengestie, Abraham Yeneneh Birhanu

Online J Public Health Inform 2024 (May 10); 16:e51601

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Untapped Potential of Unobtrusive Observation for Studying Health Behaviors

Jack S Benton, David P French

JMIR Public Health Surveill 2024 (Feb 21); 10:e46638

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