This paper is in the following e-collection/theme issue:

#xPublicandGlobalHealth (37) JMIR Theme Issue: COVID-19 Special Issue (2493) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1086) Infodemiology and Infoveillance (1448) Infoveillance and Social Listening (244) #xInfectiousDiseases (30)

Published on in Vol 2, No 3 (2021): Jul-Sep

Preprints (earlier versions) of this paper are available at https://arxiv.org/abs/2103.10979, first published .
Social Media Polarization and Echo Chambers in the Context of COVID-19: Case Study

Social Media Polarization and Echo Chambers in the Context of COVID-19: Case Study

Social Media Polarization and Echo Chambers in the Context of COVID-19: Case Study

Authors of this article:

Julie Jiang1, 2 Author Orcid Image ;   Xiang Ren2 Author Orcid Image ;   Emilio Ferrara1, 2, 3 Author Orcid Image
Article Authors Cited by (47) Tweetations (5) Metrics

Journals

  1. Jiang J, Ren X, Ferrara E. Authors’ Response to Peer Reviews of “Social Media Polarization and Echo Chambers in the Context of COVID-19: Case Study”. JMIRx Med 2021;2(3):e32266 View
  2. Nawaz F, Barr A, Desai M, Tsagkaris C, Singh R, Klager E, Eibensteiner F, Parvanov E, Hribersek M, Kletecka-Pulker M, Willschke H, Atanasov A. Promoting Research, Awareness, and Discussion on AI in Medicine Using #MedTwitterAI: A Longitudinal Twitter Hashtag Analysis. Frontiers in Public Health 2022;10 View
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  6. Walter S, Stephan A. Situated Affectivity and Mind Shaping: Lessons from Social Psychology. Emotion Review 2023;15(1):3 View
  7. Gupta S, Jain G, Tiwari A. Polarised social media discourse during COVID-19 pandemic: evidence from YouTube. Behaviour & Information Technology 2023;42(2):227 View
  8. Pavelea A, Neamțu B, Pavel A. Do social media reduce compliance with COVID-19 preventive measures?. Policy Studies 2022;43(5):1156 View
  9. Semeraro A, Vilella S, Ruffo G, Stella M. Emotional profiling and cognitive networks unravel how mainstream and alternative press framed AstraZeneca, Pfizer and COVID-19 vaccination campaigns. Scientific Reports 2022;12(1) View
  10. Gupta V, Dass P, Arora R. Pendulating or resonating? A case of echo-chambers in twitter. Journal of Discrete Mathematical Sciences and Cryptography 2022;25(1):231 View
  11. Pierri F, Luceri L, Chen E, Ferrara E. How does Twitter account moderation work? Dynamics of account creation and suspension on Twitter during major geopolitical events. EPJ Data Science 2023;12(1) View
  12. Lösch L, Zuiderent-Jerak T, Kunneman F, Syurina E, Bongers M, Stein M, Chan M, Willems W, Timen A. Capturing Emerging Experiential Knowledge for Vaccination Guidelines Through Natural Language Processing: Proof-of-Concept Study. Journal of Medical Internet Research 2023;25:e44461 View
  13. Etta G, Cinelli M, Galeazzi A, Valensise C, Quattrociocchi W, Conti M. Comparing the Impact of Social Media Regulations on News Consumption. IEEE Transactions on Computational Social Systems 2023;10(3):1252 View
  14. Xia X, Zhang Y, Jiang W, Wu C. Staying Home, Tweeting Hope: Mixed Methods Study of Twitter Sentiment Geographical Index During US Stay-At-Home Orders. Journal of Medical Internet Research 2023;25:e45757 View
  15. Comer L, Donelle L, Ngole M, Shelley J, Kothari A, Smith M, Shelley J, Stranges S, Hiebert B, Gilliland J, Burkell J, Cooke T, Hall J, Long J. An investigation of media reports of digital surveillance within the first year of the COVID-19 pandemic. Frontiers in Digital Health 2023;5 View
  16. Roy M, Gandsman A. Polarizing figures of resistance during epidemics. A comparative frame analysis of the COVID-19 freedom convoy. Critical Public Health 2023;33(5):788 View
  17. Gregory M, Reeves J, Danyluk A, Legg N, Phiri P, Rathod S, Turner B, Paterson T. From facts to feelings: Navigating the complexities of COVID-19 restrictions, perceptions, and mental well-being. Psychiatry Research 2024;334:115802 View
  18. Yu G, Garee M, Ventresca M, Yih Y. How individuals’ opinions influence society’s resistance to epidemics: an agent-based model approach. BMC Public Health 2024;24(1) View
  19. Lam C, Chan C. A text mining and machine learning study on the trends of and dynamics between collective action and mental health in politically polarized online environments. Journal of Computational Social Science 2024;7(2):1379 View
  20. Giannouli I, Karadimitriou A, Archontaki I, Papathanassopoulos S. COVID-19 vaccine hesitancy: analyzing anti-vaccine rhetoric on Greek Facebook. Online Media and Global Communication 2024;3(2):235 View
  21. Giannouli I, Archontaki I, Karadimitriou A, Papathanassopoulos S. Medical science in peril? analyzing the anti-vaccine rhetoric on greek facebook in the COVID-19 era. Health & New Media Research 2024;8(1):19 View
  22. Madraki G, Otala J, Vahidpour B, Lukaszewski M, Compani M, Matthews J. Polarized social media networks: a novel approach to quantify the polarization level of individual users. Information, Communication & Society 2025;28(3):361 View
  23. Hao H, Smith G, Chen Y, Mondal M, Loh P, Smith S, Page X. What Factors Affect People's Opinions Toward COVID-19 and Contact Tracing Apps in the United States. International Journal of Healthcare Information Systems and Informatics 2024;19(1):1 View
  24. Ionescu C, Ciuperca E, Cotel A, Licu M. Personal values clusters and their associations to social media behaviors and psychological well-being. BMC Psychology 2024;12(1) View
  25. Raile E, Haines P, Raile A, Shanahan E, Parker D. Political identity and risk politics: Evidence from a pandemic. Risk Analysis 2024 View
  26. Ghafouri V, Alatawi F, Karami M, Such J, Suarez-Tangil G. Transformer-Based Quantification of the Echo Chamber Effect in Online Communities. Proceedings of the ACM on Human-Computer Interaction 2024;8(CSCW2):1 View
  27. Ito Y, Ma Q. Diversity-Oriented Document Retrieval With Consideration of Acceptability. IEEE Access 2024;12:178267 View
  28. Rao A, Sabri N, Guo S, Raschid L, Lerman K. Public Health Messaging on Twitter During the COVID-19 Pandemic: Observational Study. Journal of Medical Internet Research 2025;27:e63910 View
  29. Kryston K, Tamborini R, Prabhu S. Applying Social Norms to the Narrative Enjoyment and Appreciation Rationale. Journal of Broadcasting & Electronic Media 2025;69(1-2):44 View
  30. Nagura T, Akiyama E. Emergence of echo chambers in social media communication involving multiple topics. Information, Communication & Society 2025;28(6):1099 View
  31. 方 尉. An Echo Chamber Detection Model for Social Networks Integrating Temporal State Estimation and Nonlinear Community Detection. Modeling and Simulation 2025;14(03):652 View
  32. Connolly-Ahern C, Horsley J, Lu S, Qu Y, Morehouse J, Harrison V, Dong C, Yoon H, Huang Y, Mundy D, Boone S. Promoting Integrity in the Face of Disruption: A Case for Expanding Communication Theory. Journalism & Mass Communication Quarterly 2025 View
  33. Frame A. Interculturalities in the Digital Age. EPISTÉMÈ 2025;33(0):1 View

Books/Policy Documents

  1. Kabir M, Madria S. Conceptual Modeling. View
  2. Le B, Spina D, Scholer F, Chia H. Advances in Bias and Fairness in Information Retrieval. View
  3. Alvelos H, Pereira J, Chatterjee A, Barreto S, da Veiga P, Lima C, Penedos-Santiago E. Advances in Design and Digital Communication IV. View
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Conference Proceedings

  1. Irsandi R, Purwarianti A. 2022 Seventh International Conference on Informatics and Computing (ICIC). Analysis of Discussion Tendency on Twitter with Text Classification View
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  5. Ye J, Luceri L, Jiang J, Ferrara E. Proceedings of the ACM Web Conference 2024. Susceptibility to Unreliable Information Sources: Swift Adoption with Minimal Exposure View