Mass Media/Social Media Communication and Campaigns

Associations Between Social Media, Bedtime Technology Use Rules, and Daytime Sleepiness Among Adolescents: Cross-sectional Findings From a Nationally Representative Sample

Jessica Leigh Hamilton, Woanjun Lee

JMIR Ment Health 2021 (Sep 15); 8(9):e26273

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The Roles of Social Comparison Orientation and Regulatory Focus in College Students’ Responses to Fitspiration Posts on Social Media: Cross-sectional Study

Kristen Pasko, Danielle Arigo

JMIR Ment Health 2021 (Sep 15); 8(9):e26204

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Shift in Social Media App Usage During COVID-19 Lockdown and Clinical Anxiety Symptoms: Machine Learning–Based Ecological Momentary Assessment Study

Jihan Ryu, Emese Sükei, Agnes Norbury, Shelley H Liu, Juan José Campaña-Montes, Enrique Baca-Garcia, Antonio Artés, M Mercedes Perez-Rodriguez

JMIR Ment Health 2021 (Sep 15); 8(9):e30833

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Deep Learning for Identification of Alcohol-Related Content on Social Media (Reddit and Twitter): Exploratory Analysis of Alcohol-Related Outcomes

Benjamin Joseph Ricard, Saeed Hassanpour

J Med Internet Res 2021 (Sep 15); 23(9):e27314

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Seeking Help From Trusted Adults in Response to Peers’ Social Media Posts About Mental Health Struggles: Qualitative Interview Study Among Latinx Adolescents

Celeste Campos-Castillo, Brian Jason Thomas, Felipe Reyes, Linnea Irina Laestadius

JMIR Ment Health 2021 (Sep 15); 8(9):e26176

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How Our Technology Use Changed in 2020: Perspectives From Three Youths

Babayosimi Fadiran, Jessica Lee, Jared Lemminger, Anna Jolliff

JMIR Ment Health 2021 (Sep 15); 8(9):e26154

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A Cyberbullying Media-Based Prevention Intervention for Adolescents on Instagram: Pilot Randomized Controlled Trial

Emily R Kutok, Shira Dunsiger, John V Patena, Nicole R Nugent, Alison Riese, Rochelle K Rosen, Megan L Ranney

JMIR Ment Health 2021 (Sep 15); 8(9):e26029

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Characterization of Vaccine Tweets During the Early Stage of the COVID-19 Outbreak in the United States: Topic Modeling Analysis

Li Crystal Jiang, Tsz Hang Chu, Mengru Sun

JMIR Infodemiology 2021 (Sep 14); 1(1):e25636

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Revealing Public Opinion Towards COVID-19 Vaccines With Twitter Data in the United States: Spatiotemporal Perspective

Tao Hu, Siqin Wang, Wei Luo, Mengxi Zhang, Xiao Huang, Yingwei Yan, Regina Liu, Kelly Ly, Viraj Kacker, Bing She, Zhenlong Li

J Med Internet Res 2021 (Sep 10); 23(9):e30854

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Framing of and Attention to COVID-19 on Twitter: Thematic Analysis of Hashtags

Iman Tahamtan, Devendra Potnis, Ehsan Mohammadi, Laura E Miller, Vandana Singh

J Med Internet Res 2021 (Sep 10); 23(9):e30800

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Identifying False Human Papillomavirus (HPV) Vaccine Information and Corresponding Risk Perceptions From Twitter: Advanced Predictive Models

Tre Tomaszewski, Alex Morales, Ismini Lourentzou, Rachel Caskey, Bing Liu, Alan Schwartz, Jessie Chin

J Med Internet Res 2021 (Sep 09); 23(9):e30451

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COVID-19 Vaccine Perception in South Korea: Web Crawling Approach

Hocheol Lee, Eun Bi Noh, Sung Jong Park, Hae Kweun Nam, Tae Ho Lee, Ga Ram Lee, Eun Woo Nam

JMIR Public Health Surveill 2021 (Sep 08); 7(9):e31409

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Association Between What People Learned About COVID-19 Using Web Searches and Their Behavior Toward Public Health Guidelines: Empirical Infodemiology Study

Ikpe Justice Akpan, Obianuju Genevieve Aguolu, Yawo Mamoua Kobara, Rouzbeh Razavi, Asuama A Akpan, Murali Shanker

J Med Internet Res 2021 (Sep 02); 23(9):e28975

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US Physicians’ and Nurses’ Motivations, Barriers, and Recommendations for Correcting Health Misinformation on Social Media: Qualitative Interview Study

John Robert Bautista, Yan Zhang, Jacek Gwizdka

JMIR Public Health Surveill 2021 (Sep 01); 7(9):e27715

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Exploring the Expression Differences Between Professionals and Laypeople Toward the COVID-19 Vaccine: Text Mining Approach

Chen Luo, Kaiyuan Ji, Yulong Tang, Zhiyuan Du

J Med Internet Res 2021 (Aug 27); 23(8):e30715

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Association Between Social Media Use and Cancer Screening Awareness and Behavior for People Without a Cancer Diagnosis: Matched Cohort Study

Lei Qin, Xiaomei Zhang, Anlin Wu, James S Miser, Yen-Lin Liu, Jason C Hsu, Ben-Chang Shia, Linglong Ye

J Med Internet Res 2021 (Aug 27); 23(8):e26395

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Online News Coverage of the Sugar-Sweetened Beverages Tax in Malaysia: Content Analysis

Muhammad Faiz Mohd Hanim, Budi Aslinie Md Sabri, Norashikin Yusof

JMIR Public Health Surveill 2021 (Aug 18); 7(8):e24523

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Natural Language Processing Insight into LGBTQ+ Youth Mental Health During the COVID-19 Pandemic: Longitudinal Content Analysis of Anxiety-Provoking Topics and Trends in Emotion in LGBTeens Microcommunity Subreddit

Hannah R Stevens, Irena Acic, Sofia Rhea

JMIR Public Health Surveill 2021 (Aug 17); 7(8):e29029

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Acceptability of Using Social Media Content in Mental Health Research: A Reflection. Comment on “Twitter Users’ Views on Mental Health Crisis Resolution Team Care Compared With Stakeholder Interviews and Focus Groups: Qualitative Analysis”

Nicola Morant, Natasha Chilman, Brynmor Lloyd-Evans, Jane Wackett, Sonia Johnson

JMIR Ment Health 2021 (Aug 17); 8(8):e32475

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Analyzing Social Media to Explore the Attitudes and Behaviors Following the Announcement of Successful COVID-19 Vaccine Trials: Infodemiology Study

Jean-Christophe Boucher, Kirsten Cornelson, Jamie L Benham, Madison M Fullerton, Theresa Tang, Cora Constantinescu, Mehdi Mourali, Robert J Oxoby, Deborah A Marshall, Hadi Hemmati, Abbas Badami, Jia Hu, Raynell Lang

JMIR Infodemiology 2021 (Aug 12); 1(1):e28800

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