Published on in Vol 7, No 4 (2021): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/26780, first published .
Public Discourse Against Masks in the COVID-19 Era: Infodemiology Study of Twitter Data

Public Discourse Against Masks in the COVID-19 Era: Infodemiology Study of Twitter Data

Public Discourse Against Masks in the COVID-19 Era: Infodemiology Study of Twitter Data

Journals

  1. Mehta S, Ghezzi D, Catalani A, Vanzolini T, Ghezzi P. Online information on face masks: analysis of websites in Italian and English returned by different search engines. BMJ Open 2021;11(7):e046364 View
  2. Liu Y, Yin Z, Ni C, Yan C, Wan Z, Malin B. Examining Rural and Urban Sentiment Difference in COVID-19–Related Topics on Twitter: Word Embedding–Based Retrospective Study. Journal of Medical Internet Research 2023;25:e42985 View
  3. Scoville C, McCumber A, Amironesei R, Jeon J. Mask Refusal Backlash: The Politicization of Face Masks in the American Public Sphere during the Early Stages of the COVID-19 Pandemic. Socius: Sociological Research for a Dynamic World 2022;8 View
  4. Ullah N, Javed A, Ali Ghazanfar M, Alsufyani A, Bourouis S. A novel DeepMaskNet model for face mask detection and masked facial recognition. Journal of King Saud University - Computer and Information Sciences 2022;34(10):9905 View
  5. Ke S, Neeley-Tass E, Barnes M, Hanson C, Giraud-Carrier C, Snell Q. COVID-19 Health Beliefs Regarding Mask Wearing and Vaccinations on Twitter: Deep Learning Approach. JMIR Infodemiology 2022;2(2):e37861 View
  6. Huo R, Martimianakis M. Protection, freedom, stigma: a critical discourse analysis of face masks in the first wave of the COVID-19 pandemic and implications for medical education. Canadian Medical Education Journal 2023 View
  7. Siani A, Green I. Scientific Misinformation and Mistrust of COVID-19 Preventive Measures among the UK Population: A Pilot Study. Vaccines 2023;11(2):301 View
  8. Martin N, Barnett D, Poirier L, Sundermeir S, Reznar M, Gittelsohn J. Moving Food Assistance into the Digital Age: A Scoping Review. International Journal of Environmental Research and Public Health 2022;19(3):1328 View
  9. Thakur N, Han C. An Exploratory Study of Tweets about the SARS-CoV-2 Omicron Variant: Insights from Sentiment Analysis, Language Interpretation, Source Tracking, Type Classification, and Embedded URL Detection. COVID 2022;2(8):1026 View
  10. Lower-Hoppe L, Farrell A, Barcelona R, Brgoch S, Lowe C, Dunn D. Reopening Collegiate Recreation During COVID-19: A Case Study of Plans and Policies. Recreational Sports Journal 2022;46(1):16 View
  11. Gozzo S, D'Agata R. COVID-19 policies and the arising of debate on twitter. Frontiers in Sociology 2023;7 View
  12. Kanzow P, Dylla V, Mahler A, Hrasky V, Rödig T, Barre F, Scheithauer S, Wiegand A. COVID-19 Pandemic: Effect of Different Face Masks on Self-Perceived Dry Mouth and Halitosis. International Journal of Environmental Research and Public Health 2021;18(17):9180 View
  13. de Oliveira D, Albuquerque U. Cultural Evolution and Digital Media: Diffusion of Fake News About COVID-19 on Twitter. SN Computer Science 2021;2(6) View
  14. Thakur N. MonkeyPox2022Tweets: A Large-Scale Twitter Dataset on the 2022 Monkeypox Outbreak, Findings from Analysis of Tweets, and Open Research Questions. Infectious Disease Reports 2022;14(6):855 View
  15. Yip P, Xiao Y, Xu Y, Chan E, Cheung F, Chan C, Pirkis J. Social Media Sentiments on Suicides at the New York City Landmark, Vessel: A Twitter Study. International Journal of Environmental Research and Public Health 2022;19(18):11694 View
  16. Xu W, Tshimula J, Dubé È, Graham J, Greyson D, MacDonald N, Meyer S. Unmasking the Twitter Discourses on Masks During the COVID-19 Pandemic: User Cluster–Based BERT Topic Modeling Approach. JMIR Infodemiology 2022;2(2):e41198 View
  17. Hawkins M, Lopez A, Schmitt M, Tamkin V, Dressel A, Kako P, Mkandawire‐Valhmu L, Weinhardt L. A qualitative analysis of perceptions of and reactions to COVID‐19. Public Health Nursing 2022;39(4):719 View
  18. Liu X, Kar B, Montiel Ishino F, Onega T, Williams F. The Associations Between Racially/Ethnically Stratified COVID-19 Tweets and COVID-19 Cases and Deaths: Cross-sectional Study. JMIR Formative Research 2022;6(5):e30371 View
  19. Russo F, Hirsch P. Navigating complex trade‐offs in public health interventions. Journal of Evaluation in Clinical Practice 2023;29(3):430 View
  20. Kim Y. #Nomask on Instagram: Exploring Visual Representations of the Antisocial Norm on Social Media. International Journal of Environmental Research and Public Health 2022;19(11):6857 View
  21. Kwon S, Park A. Examining thematic and emotional differences across Twitter, Reddit, and YouTube: The case of COVID-19 vaccine side effects. Computers in Human Behavior 2023;144:107734 View
  22. Chi D, Kerr D, Patiño Nguyen D, Shands M, Cruz S, Edwards T, Carle A, Carpiano R, Lewis F, Huang B. A conceptual model on caregivers’ hesitancy of topical fluoride for their children. PLOS ONE 2023;18(3):e0282834 View
  23. Niesen S, Ramon D, Spencer-Hwang R, Sinclair R. The Relationship Between Face Mask Use and Face-Touching Frequency in Public Areas: Naturalistic Study. Interactive Journal of Medical Research 2023;12:e43308 View
  24. Rismawati S, Abdullah I. Beyond health regulations: Lessons from vaccine acceptance and the prevention of the COVID-19 pandemic. Cogent Social Sciences 2023;9(2) View
  25. Thakur N. Investigating and Analyzing Self-Reporting of Long COVID on Twitter: Findings from Sentiment Analysis. Applied System Innovation 2023;6(5):92 View
  26. Fogarty B, Massie K, Svistova J. Unmasking twitter discourse: an infodemiology study of covid-19 mitigation practices. Atlantic Journal of Communication 2024;32(1):124 View
  27. Marie V, Gordon M. The (Re-)Emergence and Spread of Viral Zoonotic Disease: A Perfect Storm of Human Ingenuity and Stupidity. Viruses 2023;15(8):1638 View
  28. Zaildo T, Santino T, Chaves G, da Silva B, Alchieri J, Patino C, Leite S, Luz K, Guerra R, da Penha T, da Silva G, Jácome A, Monteiro K, de Mendonça K. Barriers to and facilitators of populational adherence to prevention and control measures of COVID-19 and other respiratory infectious diseases: a qualitative evidence synthesis. European Respiratory Review 2023;32(168):220238 View
  29. Quinn M. The development of online participatory cultures: from baseball analytics to covid conspiracy. Atlantic Journal of Communication 2024;32(5):827 View
  30. Snellman J, Barreiro N, Barrio R, Ventura C, Govezensky T, Kaski K, Korpi-Lagg M. Socio-economic pandemic modelling: case of Spain. Scientific Reports 2024;14(1) View
  31. Skarpelos Y, Messini S, Roinioti E, Karpouzis K, Kaperonis S, Marazoti M. Emotions during the Pandemic’s First Wave: The Case of Greek Tweets. Digital 2024;4(1):126 View
  32. Yin S, Chen S, Ge Y. Dynamic Associations Between Centers for Disease Control and Prevention Social Media Contents and Epidemic Measures During COVID-19: Infoveillance Study. JMIR Infodemiology 2024;4:e49756 View
  33. Cardella E, Depew B, Williams R. Behavioral responses of mandatory masking within social interactions. Public Choice 2024 View
  34. Greenhalgh T, MacIntyre C, Baker M, Bhattacharjee S, Chughtai A, Fisman D, Kunasekaran M, Kvalsvig A, Lupton D, Oliver M, Tawfiq E, Ungrin M, Vipond J, Fang F, Marr L. Masks and respirators for prevention of respiratory infections: a state of the science review. Clinical Microbiology Reviews 2024;37(2) View
  35. Bishal M, Chowdory M, Das A, Kabir M. COVIDHealth: A novel labeled dataset and machine learning-based web application for classifying COVID-19 discourses on Twitter. Heliyon 2024;10(14):e34103 View
  36. Silva E. Liminal Stigma and the Interference With the Positive Construction of Face Masks: The Case of Online Reactions to an Anti-Mask Rally. Humanity & Society 2024;48(2-4):179 View

Books/Policy Documents

  1. Butt Z. Accelerating Strategic Changes for Digital Transformation in the Healthcare Industry. View
  2. Muley A, Navghare T, Jadhav V. Techno-Societal 2022. View
  3. D’Agata R, Stefano D, Santelli F. New Frontiers in Textual Data Analysis. View