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Health Communication Volume 35, 2020 - Issue 1
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Articles

Big Data, Computational Social Science, and Health Communication: A Review and Agenda for Advancing Theory

Stephen A. RainsDepartment of Communication, University of ArizonaCorrespondence[email protected]
Pages 26-34 | Published online: 23 Oct 2018

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Xiaohui Wang, Liang Chen, Jingyuan Shi & Hongjie Tang. (2023) Who Sets the Agenda? the Dynamic Agenda Setting of the Wildlife Issue on Social Media. Environmental Communication 17:3, pages 245-262.
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Stephen A. Rains, Philip Harber, Echo L. Warner & Gondy Leroy. (2022) Public responses to COVID-19 mask mandates: examining pro and anti-Mask anger in tweets before and after state-level mandates. Communication Monographs 89:4, pages 539-557.
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Gabriela Fernandez, Carol Maione, Karenina Zaballa, Norbert Bonnici, Brian H. Spitzberg, Jarai Carter, Harrison Yang, Jack McKew, Filippo Bonora, Shraddha S. Ghodke, Chanwoo Jin, Rachelle De Ocampo, Wayne Kepner & Ming Hsiang Tsou. (2021) The Geography of Covid-19 Spread in Italy Using Social Media and Geospatial Data Analytics. The International Journal of Intelligence, Security, and Public Affairs 23:3, pages 228-258.
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Articles from other publishers (15)

Rebecca K Britt, Courtny L Franco & Naiyan Jones. (2023) Trends and challenges within Reddit and health communication research: A systematic review. Communication and the Public 8:4, pages 402-417.
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Austin R Waters, Cindy Turner, Caleb W Easterly, Ida Tovar, Megan Mulvaney, Matt Poquadeck, Hailey Johnston, Lauren V Ghazal, Stephen A Rains, Kristin G Cloyes, Anne C Kirchhoff & Echo L Warner. (2023) Exploring Online Crowdfunding for Cancer-Related Costs Among LGBTQ+ (Lesbian, Gay, Bisexual, Transgender, Queer, Plus) Cancer Survivors: Integration of Community-Engaged and Technology-Based Methodologies. JMIR Cancer 9, pages e51605.
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Ali Unlu, Sophie Truong, Tuukka Tammi & Anna-Leena Lohiniva. (2023) Exploring Political Mistrust in Pandemic Risk Communication: Mixed-Method Study Using Social Media Data Analysis. Journal of Medical Internet Research 25, pages e50199.
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Brandon C. Boatwright. (2023) Embracing Computational Approaches to Social Media Research: Implications for Theory and Praxis in Sport Communication. Communication & Sport.
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Jifei Zhang & Erbin Xu. (2023) Investigating the spatial distribution of urban parks from the perspective of equity-efficiency: Evidence from Chengdu, China. Urban Forestry & Urban Greening 86, pages 128019.
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Muayyad Ahmad, Salam H. Bani Hani, Mohammad Abu Sabra & Omar Almahmoud. (2023) Big data can help prepare nurses and improve patient outcomes by improving quality, safety, and outcomes. Frontiers of Nursing 10:2, pages 241-248.
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Sue Lim & Ralf Schmälzle. (2023) Artificial intelligence for health message generation: an empirical study using a large language model (LLM) and prompt engineering. Frontiers in Communication 8.
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Yee Man Margaret Ng. (2023) A Cross-National Study of Fear Appeal Messages in YouTube Trending Videos About COVID-19. American Behavioral Scientist, pages 000276422311553.
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Simone Fanelli, Lorenzo Pratici, Fiorella Pia Salvatore, Chiara Carolina Donelli & Antonello Zangrandi. (2022) Big data analysis for decision-making processes: challenges and opportunities for the management of health-care organizations. Management Research Review 46:3, pages 369-389.
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Iccha Basnyat, Nadine Bol & Marleah DeanQinghua Yang & Stephen A. Rains. 2022. The International Encyclopedia of Health Communication. The International Encyclopedia of Health Communication 1 7 .
Enes Abanoz. 2022. Opportunities and Challenges for Computational Social Science Methods. Opportunities and Challenges for Computational Social Science Methods 1 22 .
Chen Luo, Anfan Chen, Botao Cui & Wang Liao. (2021) Exploring public perceptions of the COVID-19 vaccine online from a cultural perspective: Semantic network analysis of two social media platforms in the United States and China. Telematics and Informatics 65, pages 101712.
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Chen Luo, Kaiyuan Ji, Yulong Tang & Zhiyuan Du. (2021) Exploring the Expression Differences Between Professionals and Laypeople Toward the COVID-19 Vaccine: Text Mining Approach. Journal of Medical Internet Research 23:8, pages e30715.
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Eslam Amer, Ahmed Hazem, Omar Farouk, Albert Louca, Youssef Mohamed & Michel Ashraf. (2021) A Proposed Chatbot Framework for COVID-19. A Proposed Chatbot Framework for COVID-19.
Ahmed Al-Rawi & Vishal Shukla. (2020) Bots as Active News Promoters: A Digital Analysis of COVID-19 Tweets. Information 11:10, pages 461.
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