Behavioral Surveillance for Population and Public Health Informatics

Evidence-Based Mental Health at Scale: Benchmarking Retrospective Cohort Study of a Digital Employee Benefits Program for Depression and Anxiety

Emily J Ward, Matt Hawrilenko, Millard Brown, Adam M Chekroud

Online J Public Health Inform 2025 (Oct 29); 17:e72999

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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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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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