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

JMIR Theme Issue: COVID-19 Special Issue (2452) Outbreak and Pandemic Preparedness and Management (1727) Theme Issue: Novel Coronavirus (COVID-19) Outbreak Rapid Reports (1517) Infodemiology and Infoveillance (1349) Infectious Diseases (non-STD/STI) (1575)

Published on in Vol 23, No 6 (2021): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/28253, first published .
Quantifying Online News Media Coverage of the COVID-19 Pandemic: Text Mining Study and Resource

Quantifying Online News Media Coverage of the COVID-19 Pandemic: Text Mining Study and Resource

Quantifying Online News Media Coverage of the COVID-19 Pandemic: Text Mining Study and Resource

Authors of this article:

Konrad Krawczyk1 Author Orcid Image ;   Tadeusz Chelkowski2 Author Orcid Image ;   Daniel J Laydon3 Author Orcid Image ;   Swapnil Mishra3 Author Orcid Image ;   Denise Xifara4 Author Orcid Image ;   Benjamin Gibert4 Author Orcid Image ;   Seth Flaxman5 Author Orcid Image ;   Thomas Mellan3 Author Orcid Image ;   Veit Schwämmle6 Author Orcid Image ;   Richard Röttger1 Author Orcid Image ;   Johannes T Hadsund1 Author Orcid Image ;   Samir Bhatt3, 7 Author Orcid Image
Article Authors Cited by (63) Tweetations (4) Metrics

Journals

  1. Wu D, Kasson E, Singh A, Ren Y, Kaiser N, Huang M, Cavazos-Rehg P. Topics and Sentiment Surrounding Vaping on Twitter and Reddit During the 2019 e-Cigarette and Vaping Use–Associated Lung Injury Outbreak: Comparative Study. Journal of Medical Internet Research 2022;24(12):e39460 View
  2. Quach H, Pham T, Hoang N, Phung D, Nguyen V, Le S, Le T, Bui T, Le D, Dang A, Tran D, Ngu N, Vogt F, Nguyen C, Sung W. Using ‘infodemics’ to understand public awareness and perception of SARS-CoV-2: A longitudinal analysis of online information about COVID-19 incidence and mortality during a major outbreak in Vietnam, July—September 2020. PLOS ONE 2022;17(4):e0266299 View
  3. Pedersen M, Andersen T, Clotworthy A, Jensen A, Strandberg-Larsen K, Rod N, Varga T. Time trends in mental health indicators during the initial 16 months of the COVID-19 pandemic in Denmark. BMC Psychiatry 2022;22(1) View
  4. Muehlenbein M, Gassen J, Nowak T, Henderson A, Thum E, Weaver S, Baker E. Exploring links between pathogen avoidance motivation, COVID‐19 case counts, and immune function. American Journal of Human Biology 2023;35(3) View
  5. Kim S, Sheng X, Ketron S. The Roles of Legacy Versus Social Media Information Seeking in American and Chinese Consumers’ Hoarding During COVID-19. Journal of International Marketing 2022;30(2):38 View
  6. Xing Y, He W, Cao G, Li Y. Using data mining to track the information spreading on social media about the COVID-19 outbreak. The Electronic Library 2022;40(1/2):63 View
  7. Febro-Naga J, Tinam-isan M. Exploring cyber violence against women and girls in the Philippines through Mining Online News. Comunicar 2022;30(70):125 View
  8. Chen S. Reporting in a Time of Crisis: Progressive Alternative Media’s Coverage of the COVID-19 Pandemic in Canada. Journalism Practice 2024;18(6):1542 View
  9. Wang Z, Whittington J, Yuan H, Miao H, Tian H, Stenseth N. Evaluating the effectiveness of control measures in multiple regions during the early phase of the COVID-19 pandemic in 2020. Biosafety and Health 2021;3(5):264 View
  10. Liew T, Lee C. Examining the Utility of Social Media in COVID-19 Vaccination: Unsupervised Learning of 672,133 Twitter Posts. JMIR Public Health and Surveillance 2021;7(11):e29789 View
  11. Yu Y, Tay D, Yue Q. Media representations of China amid COVID-19: a corpus-assisted critical discourse analysis. Media International Australia 2024;191(1):73 View
  12. Evans S, Jones R, Alkan E, Sichman J, Haque A, de Oliveira F, Mougouei D, Yan Z. The Emotional Impact of COVID-19 News Reporting: A Longitudinal Study Using Natural Language Processing. Human Behavior and Emerging Technologies 2023;2023:1 View
  13. Gherheș V, Cernicova-Buca M, Fărcașiu M. Public Engagement with Romanian Government Social Media Accounts during the COVID-19 Pandemic. International Journal of Environmental Research and Public Health 2023;20(3):2372 View
  14. Clemente-Suárez V, Navarro-Jiménez E, Simón-Sanjurjo J, Beltran-Velasco A, Laborde-Cárdenas C, Benitez-Agudelo J, Bustamante-Sánchez Á, Tornero-Aguilera J. Mis–Dis Information in COVID-19 Health Crisis: A Narrative Review. International Journal of Environmental Research and Public Health 2022;19(9):5321 View
  15. McRee A, Gower A, Kiss D, Reiter P. Has the COVID-19 pandemic affected general vaccination hesitancy? Findings from a national study. Journal of Behavioral Medicine 2023;46(1-2):9 View
  16. Ekinci S, Van Lange P. Lost in between crises: How do COVID-19 threats influence the motivation to act against climate change and the refugee crisis?. Journal of Environmental Psychology 2023;85:101918 View
  17. Nash C. Fear-Responses to Bat-Originating Coronavirus Pandemics with Respect to Quarantines Gauged in Relation to Postmodern Thought—Implications and Recommendations. COVID 2022;2(10):1303 View
  18. Dylong P, Koenings F. Framing of economic news and policy support during a pandemic: Evidence from a survey experiment. European Journal of Political Economy 2023;76:102249 View
  19. Zoizner A, Sheafer T, Castro L, Aalberg T, Cardenal A, Corbu N, de Vreese C, Esser F, Hopmann D, Koc-Michalska K, Matthes J, Schemer C, Splendore S, Stanyer J, Stępińska A, Štětka V, Strömbäck J, Theocharis Y, Van Aelst P. The Effects of the COVID-19 Outbreak on Selective Exposure: Evidence from 17 Countries. Political Communication 2022;39(5):674 View
  20. Van der Weijden F, de Gier B, de Bruin M, Valkenburg C, Slot D. SARS-CoV-2 TEST OUTCOMES AMONG DENTISTS AND DENTAL HYGIENISTS WITH COVID-19-LIKE COMPLAINTS - A RETROSPECTIVE ANALYSIS FROM THE NETHERLANDS. Journal of Evidence-Based Dental Practice 2022;22(4):101779 View
  21. Erzikova E, Lowrey W. ‘Repackaging the emptiness’: How Russian regional journalism adapts to the COVID-19 pandemic. Newspaper Research Journal 2023;44(1):92 View
  22. Werenowska A, Jaska E. Korzystanie z mediów społecznościowych przez pokolenie Z w czasie pandemii COVID-19. Zarządzanie Mediami 2022;10(1):23 View
  23. Leidecker-Sandmann M, Attar P, Schütz A, Lehmkuhl M. Selected by expertise? Scientific experts in German news coverage of COVID-19 compared to other pandemics. Public Understanding of Science 2022;31(7):847 View
  24. Cernicova-Buca M, Ciurel D. Developing Resilience to Disinformation: A Game-Based Method for Future Communicators. Sustainability 2022;14(9):5438 View
  25. Ioannidis J. The end of the COVID‐19 pandemic. European Journal of Clinical Investigation 2022;52(6) View
  26. Christensen B, Laydon D, Chelkowski T, Jemielniak D, Vollmer M, Bhatt S, Krawczyk K. Quantifying Changes in Vaccine Coverage in Mainstream Media as a Result of the COVID-19 Outbreak: Text Mining Study. JMIR Infodemiology 2022;2(2):e35121 View
  27. Danowski J, Van Klyton A, Tavera-Mesías J, Duque K, Radwan A, Rutabayiro-Ngoga S. Policy semantic networks associated with ICT utilization in Africa. Social Network Analysis and Mining 2023;13(1) View
  28. POLAT B, SÜTCÜ C. #Plandemi Enfodemisinin Anatomisi: Covıd-19 Pandemisi Döneminde Yanlış Bilginin Yayılımı Üzerine Bir Vaka Analizi. Türkiye İletişim Araştırmaları Dergisi 2022;(40):376 View
  29. Penmetsa P, Okafor S, Adanu E, Hudnall M, Ramezani S, Holiday S, Jones S. How is automated and self-driving vehicle technology presented in the news media?. Technology in Society 2023;74:102290 View
  30. Hodalska M, Lisowska-Magdziarz M, Całek A. Czy media oswajają lęk przed koronawirusem? Empiryczne badania relacji z pandemii i lęku odbiorców medialnych przekazów wiosną 2020 i 2021 roku. Analiza porównawcza. Zeszyty Prasoznawcze 2023;66(1 (253)):45 View
  31. Maloney E, White A, Samuel L, Boehm M, Bleakley A. COVID-19 coverage from six network and cable news sources in the United States: Representation of misinformation, correction, and portrayals of severity. Public Understanding of Science 2024;33(1):58 View
  32. Khodoomi M, Seif M, Hanne T. Effects and challenges of the COVID-19 pandemic in supply chain management: a text analytics approach. Supply Chain Forum: An International Journal 2023:1 View
  33. Cortés P, Quiroga R. How academic research and news media cover climate change: a case study from Chile. Frontiers in Communication 2023;8 View
  34. Zippi Z, Cortopassi I, Johnson E, McDermott S, Mergo P, Petranovic M, Price M, Stowell J, Little B. U.S. Newspaper Coverage of Lung Cancer Screening From 2010 to 2022. American Journal of Roentgenology 2023;221(2):258 View
  35. Liu Y, Chen S, Wen D. Automatic retrieval of health case reports for public needs using deep learning techniques. Aslib Journal of Information Management 2023 View
  36. Owuor I, Hochmair H. Temporal Relationship between Daily Reports of COVID-19 Infections and Related GDELT and Tweet Mentions. Geographies 2023;3(3):584 View
  37. Schwarz A, Alpers F, Wagner-Olfermann E, Diers-Lawson A. The Global Study of COVID News: Scope, Findings, and Implications of Quantitative Content Analyses of the COVID-19 News Coverage in the First Two Years of the Pandemic. Health Communication 2024;39(8):1568 View
  38. Fu J, Li C, Zhou C, Li W, Lai J, Deng S, Zhang Y, Guo Z, Wu Y. Methods for Analyzing the Contents of Social Media for Health Care: Scoping Review. Journal of Medical Internet Research 2023;25:e43349 View
  39. Chen N. Exploring and contextualizing the associations among political identification, vaccine risk and benefit perceptions, and vaccine acceptance. Risk Analysis 2024;44(5):1219 View
  40. Wei R, Li Z, Lo V, Yang X. A Cross-Cultural Study of the Role of Efficacious Beliefs and Perceived Media Effects on Threat Perception in Predicting COVID-19 Compliance in China and the United States. Media Psychology 2024;27(2):271 View
  41. Hinterleitner M, Kammermeier V, Moffitt B. How the populist radical right exploits crisis: comparing the role of proximity in the COVID-19 and refugee crises in Germany. West European Politics 2024;47(7):1503 View
  42. Kim E, Kim J. Exploring the Online News Trends of the Metaverse in South Korea: A Data-Mining-Driven Semantic Network Analysis. Sustainability 2023;15(23):16279 View
  43. Lu J, Xiao Y. Heuristic Information Processing as a Mediating Factor in the Process of Exposure to COVID-19 Vaccine Information and Misinformation Sharing on Social Media. Health Communication 2024;39(12):2779 View
  44. Ekinci Ö, Brown N. The COVID-19 pandemic as autobiographical period: evidence from an event dating study. Memory 2024;32(2):283 View
  45. Teleş M. The effect of fear on health information searching behavior during the pandemic: The case of COVID-19. International Journal of Medical Informatics 2024;184:105368 View
  46. Lyu S, Adegboye O, Adhinugraha K, Emeto T, Taniar D. Analysing the impact of comorbid conditions and media coverage on online symptom search data: a novel AI-based approach for COVID-19 tracking. Infectious Diseases 2024;56(5):348 View
  47. George R, Goodey H, Russo M, Tula R, Ghezzi P. Use of immunology in news and YouTube videos in the context of COVID-19: politicisation and information bubbles. Frontiers in Public Health 2024;12 View
  48. Yan J, Wu M, Liao Y, Huang Y. Modelling the factors that affect medical students’ occupational identity in long COVID: an integrated perspective of motivation, opportunity and ability. Humanities and Social Sciences Communications 2024;11(1) View
  49. Pestana D, Moura K, Moura C, Mouliakis T, D’Aragon F, Tsang J, Binnie A, García-Iglesias J. The impact of COVID-19 workload on psychological distress amongst Canadian intensive care unit healthcare workers during the 1st wave of the COVID-19 pandemic: A longitudinal cohort study. PLOS ONE 2024;19(3):e0290749 View
  50. Reinemann C, Maurer M, Kruschinski S, Jost P. The Quality of COVID-19 Coverage: Investigating Relevance and Viewpoint Diversity in German Mainstream and Alternative Media. Journalism Studies 2024;25(6):681 View
  51. Díaz E, Almiron N, Aranceta-Reboredo O. Compromised values: a comparative response during the COVID-19 crisis by ethical vegans and vegetarians. Humanities and Social Sciences Communications 2024;11(1) View
  52. Yu L, Yang L. News media in crisis: a sentiment and emotion analysis of US news articles on unemployment in the COVID-19 pandemic. Humanities and Social Sciences Communications 2024;11(1) View
  53. Liu N, Al Imran Yasin M, Alsagoff S, Ng C, Li M. Amplifying Voices in the Pandemic: A Critical Analysis of Citizen Journalism’s Emotional Narrative During COVID-19. Journal of the Knowledge Economy 2024 View
  54. Cano-Marin E, Sánchez-Alonso S, Mora-Cantallops M. Unleashing Competitive Intelligence: News Mining Analysis on Technology Trends and Digital Health Driving Healthcare Innovation. IEEE Transactions on Engineering Management 2024;71:12311 View
  55. Wu M, Yan J, Qiao C, Yan C. Impact of Concurrent Media Exposure on Professional Identity: Cross-Sectional Study of 1087 Medical Students During Long COVID. Journal of Medical Internet Research 2024;26:e50057 View
  56. Wilson K, Lonergan M, Nagel C, Meier B. Does reductive information increase satisfaction with scientific explanations? Three preregistered tests of the reductive allure effect. Cognition 2025;254:105941 View
  57. Watson J, van der Linden S, Watson M, Stillwell D. Negative online news articles are shared more to social media. Scientific Reports 2024;14(1) View
  58. Sebők M, Ring O, Kis M, Bánóczy M, Dinnyés Á. The geopolitics of vaccine media representation in Orbán’s Hungary—an AI-supported sentiment analysis. Journal of Computational Social Science 2024;7(3):2897 View
  59. Courtney L, Billaud M, Paulenich A, Chew R, Alidina Z, Pinto M. Leveraging investments, promoting transparency and mobilising communities: a qualitative analysis of news articles about how the Ebola outbreak informed COVID-19 response in five African countries. BMJ Global Health 2024;9(10):e015378 View

Books/Policy Documents

  1. Bowker L. Science Communication in Times of Crisis. View
  2. Witzenberger B, Voggenreiter A, Pfeffer J. Data Science—Analytics and Applications. View