Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management

Characterizing the Prevalence of Obesity Misinformation, Factual Content, Stigma, and Positivity on the Social Media Platform Reddit Between 2011 and 2019: Infodemiology Study

Catherine C Pollack, Jennifer A Emond, A James O'Malley, Anna Byrd, Peter Green, Katherine E Miller, Soroush Vosoughi, Diane Gilbert-Diamond, Tracy Onega

J Med Internet Res 2022 (Dec 30); 24(12):e36729

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Sentiment Analysis of Insomnia-Related Tweets via a Combination of Transformers Using Dempster-Shafer Theory: Pre– and Peri–COVID-19 Pandemic Retrospective Study

Arash Maghsoudi, Sara Nowakowski, Ritwick Agrawal, Amir Sharafkhaneh, Mark E Kunik, Aanand D Naik, Hua Xu, Javad Razjouyan

J Med Internet Res 2022 (Dec 27); 24(12):e41517

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State-Level COVID-19 Symptom Searches and Case Data: Quantitative Analysis of Political Affiliation as a Predictor for Lag Time Using Google Trends and Centers for Disease Control and Prevention Data

Alex Turvy

JMIR Form Res 2022 (Dec 23); 6(12):e40825

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Evolution of Public Opinion on COVID-19 Vaccination in Japan: Large-Scale Twitter Data Analysis

Ryota Kobayashi, Yuka Takedomi, Yuri Nakayama, Towa Suda, Takeaki Uno, Takako Hashimoto, Masashi Toyoda, Naoki Yoshinaga, Masaru Kitsuregawa, Luis E C Rocha

J Med Internet Res 2022 (Dec 22); 24(12):e41928

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The Role of Heterogenous Real-world Data for Dengue Surveillance in Martinique: Observational Retrospective Study

Emmanuelle Sylvestre, Elsa Cécilia-Joseph, Guillaume Bouzillé, Fatiha Najioullah, Manuel Etienne, Fabrice Malouines, Jacques Rosine, Sandrine Julié, André Cabié, Marc Cuggia

JMIR Public Health Surveill 2022 (Dec 22); 8(12):e37122

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The Effect of Nonpharmaceutical Interventions Implemented in Response to the COVID-19 Pandemic on Seasonal Respiratory Syncytial Virus: Analysis of Google Trends Data

Hersh D Ravkin, Elad Yom-Tov, Lior Nesher

J Med Internet Res 2022 (Dec 21); 24(12):e42781

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Platform Effects on Public Health Communication: A Comparative and National Study of Message Design and Audience Engagement Across Twitter and Facebook

Nic DePaula, Loni Hagen, Stiven Roytman, Dana Alnahass

JMIR Infodemiology 2022 (Dec 20); 2(2):e40198

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Using Twitter Data to Estimate the Prevalence of Symptoms of Mental Disorders in the United States During the COVID-19 Pandemic: Ecological Cohort Study

Ruilie Cai, Jiajia Zhang, Zhenlong Li, Chengbo Zeng, Shan Qiao, Xiaoming Li

JMIR Form Res 2022 (Dec 20); 6(12):e37582

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Detecting Elevated Air Pollution Levels by Monitoring Web Search Queries: Algorithm Development and Validation

Chen Lin, Safoora Yousefi, Elvis Kahoro, Payam Karisani, Donghai Liang, Jeremy Sarnat, Eugene Agichtein

JMIR Form Res 2022 (Dec 19); 6(12):e23422

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Social Media for Public Health: Framework for Social Media–Based Public Health Campaigns

Isabella de Vere Hunt, Eleni Linos

J Med Internet Res 2022 (Dec 14); 24(12):e42179

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Predicting Smoking Prevalence in Japan Using Search Volumes in an Internet Search Engine: Infodemiology Study

Kazuya Taira, Takahiro Itaya, Sumio Fujita

J Med Internet Res 2022 (Dec 14); 24(12):e42619

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Topics and Sentiment Surrounding Vaping on Twitter and Reddit During the 2019 e-Cigarette and Vaping Use–Associated Lung Injury Outbreak: Comparative Study

Dezhi Wu, Erin Kasson, Avineet Kumar Singh, Yang Ren, Nina Kaiser, Ming Huang, Patricia A Cavazos-Rehg

J Med Internet Res 2022 (Dec 13); 24(12):e39460

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A Novel Approach to Characterize State-level Food Environment and Predict Obesity Rate Using Social Media Data: Correlational Study

Chuqin Li, Alexis Jordan, Jun Song, Yaorong Ge, Albert Park

J Med Internet Res 2022 (Dec 13); 24(12):e39340

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Unmasking the Twitter Discourses on Masks During the COVID-19 Pandemic: User Cluster–Based BERT Topic Modeling Approach

Weiai Wayne Xu, Jean Marie Tshimula, Ève Dubé, Janice E Graham, Devon Greyson, Noni E MacDonald, Samantha B Meyer

JMIR Infodemiology 2022 (Dec 09); 2(2):e41198

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The Asymmetric Influence of Emotion in the Sharing of COVID-19 Science on Social Media: Observational Study

Kai Luo, Yang Yang, Hock Hai Teo

JMIR Infodemiology 2022 (Dec 08); 2(2):e37331

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How TikTok Is Being Used to Help Individuals Cope With Breast Cancer: Cross-sectional Content Analysis

Corey H Basch, Grace C Hillyer, Bhavya Yalamanchili, Aldean Morris

JMIR Cancer 2022 (Dec 06); 8(4):e42245

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Twitter Trends for Celiac Disease and the Gluten-Free Diet: Cross-sectional Descriptive Analysis

Monique Germone, Casey D Wright, Royce Kimmons, Shayna Skelley Coburn

JMIR Infodemiology 2022 (Dec 05); 2(2):e37924

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Monitoring and Identifying Emerging e-Cigarette Brands and Flavors on Twitter: Observational Study

Qihang Tang, Runtao Zhou, Zidian Xie, Dongmei Li

JMIR Form Res 2022 (Dec 05); 6(12):e42241

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Characterizing Help-Seeking Searches for Substance Use Treatment From Google Trends and Assessing Their Use for Infoveillance: Longitudinal Descriptive and Validation Statistical Analysis

Thomas Patton, Daniela Abramovitz, Derek Johnson, Eric Leas, Alicia Nobles, Theodore Caputi, John Ayers, Steffanie Strathdee, Annick Bórquez

J Med Internet Res 2022 (Dec 01); 24(12):e41527

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Trends in Tattoo-Related Google Search Data in the United States: Time-Series Analysis

Benjamin Matthew Kiszla, Mia Broughton Harris

JMIR Dermatol 2022 (Dec 01); 5(4):e40540

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