Published on in Vol 22, No 10 (2020): October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/21597, first published .
Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis

Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis

Collective Response to Media Coverage of the COVID-19 Pandemic on Reddit and Wikipedia: Mixed-Methods Analysis

Journals

  1. Stella M. Cognitive Network Science Reconstructs How Experts, News Outlets and Social Media Perceived the COVID-19 Pandemic. Systems 2020;8(4):38 View
  2. de Melo T, Figueiredo C. Comparing News Articles and Tweets About COVID-19 in Brazil: Sentiment Analysis and Topic Modeling Approach. JMIR Public Health and Surveillance 2021;7(2):e24585 View
  3. O'Halloran K, Pal G, Jin M. Multimodal approach to analysing big social and news media data. Discourse, Context & Media 2021;40:100467 View
  4. Chrzanowski J, Sołek J, Fendler W, Jemielniak D. Assessing Public Interest Based on Wikipedia’s Most Visited Medical Articles During the SARS-CoV-2 Outbreak: Search Trends Analysis. Journal of Medical Internet Research 2021;23(4):e26331 View
  5. Abulof U, Penne S, Pu B. The pandemic politics of existential anxiety: Between steadfast resistance and flexible resilience. International Political Science Review 2021;42(3):350 View
  6. Perra N. Non-pharmaceutical interventions during the COVID-19 pandemic: A review. Physics Reports 2021;913:1 View
  7. Álvarez-Mon M, Rodríguez-Quiroga A, de Anta L, Quintero J. Aplicaciones médicas de las redes sociales. Aspectos específicos de la pandemia de la COVID-19. Medicine - Programa de Formación Médica Continuada Acreditado 2020;13(23):1305 View
  8. Chum A, Nielsen A, Bellows Z, Farrell E, Durette P, Banda J, Cupchik G. Changes in Public Response Associated With Various COVID-19 Restrictions in Ontario, Canada: Observational Infoveillance Study Using Social Media Time Series Data. Journal of Medical Internet Research 2021;23(8):e28716 View
  9. Tsao S, Chen H, Tisseverasinghe T, Yang Y, Li L, Butt Z. What social media told us in the time of COVID-19: a scoping review. The Lancet Digital Health 2021;3(3):e175 View
  10. Bracci A, Nadini M, Aliapoulios M, McCoy D, Gray I, Teytelboym A, Gallo A, Baronchelli A. Dark Web Marketplaces and COVID-19: before the vaccine. EPJ Data Science 2021;10(1) View
  11. Bunting A, Frank D, Arshonsky J, Bragg M, Friedman S, Krawczyk N. Socially-supportive norms and mutual aid of people who use opioids: An analysis of Reddit during the initial COVID-19 pandemic. Drug and Alcohol Dependence 2021;222:108672 View
  12. Miczo N. The ethics of news media reporting on coronavirus humor. HUMOR 2021;34(2):305 View
  13. Shah A, Naqvi R, Jeong O. Detecting Topic and Sentiment Trends in Physician Rating Websites: Analysis of Online Reviews Using 3-Wave Datasets. International Journal of Environmental Research and Public Health 2021;18(9):4743 View
  14. Roszkowski M, Włodarczyk B. COVID-19 and the social organization of knowledge in Wikipedia: a study of social representations. Journal of Documentation 2022;78(2):242 View
  15. Mangono T, Smittenaar P, Caplan Y, Huang V, Sutermaster S, Kemp H, Sgaier S. Information-Seeking Patterns During the COVID-19 Pandemic Across the United States: Longitudinal Analysis of Google Trends Data. Journal of Medical Internet Research 2021;23(5):e22933 View
  16. Zhu H, Liu K. Capturing the Interplay between Risk Perception and Social Media Posting to Support Risk Response and Decision Making. International Journal of Environmental Research and Public Health 2021;18(10):5220 View
  17. Himelein-Wachowiak M, Giorgi S, Devoto A, Rahman M, Ungar L, Schwartz H, Epstein D, Leggio L, Curtis B. Bots and Misinformation Spread on Social Media: Implications for COVID-19. Journal of Medical Internet Research 2021;23(5):e26933 View
  18. Sumner R, Kinsella E. “It's Like a Kick in the Teeth”: The Emergence of Novel Predictors of Burnout in Frontline Workers During Covid-19. Frontiers in Psychology 2021;12 View
  19. Massey D, Huang C, Lu Y, Cohen A, Oren Y, Moed T, Matzner P, Mahajan S, Caraballo C, Kumar N, Xue Y, Ding Q, Dreyer R, Roy B, Krumholz H. Engagement With COVID-19 Public Health Measures in the United States: A Cross-sectional Social Media Analysis from June to November 2020. Journal of Medical Internet Research 2021;23(6):e26655 View
  20. Liu Y, Whitfield C, Zhang T, Hauser A, Reynolds T, Anwar M. Monitoring COVID-19 pandemic through the lens of social media using natural language processing and machine learning. Health Information Science and Systems 2021;9(1) View
  21. Ersoy M, Dambo T. Covering the Covid-19 Pandemic Using Peace Journalism Approach. Journalism Practice 2023;17(4):841 View
  22. Jemielniak D, Rychwalska A, Talaga S, Ziembowicz K. Wikiproject Tropical Cyclones: The most successful crowd-sourced knowledge project with near real-time coverage of extreme weather phenomena. Weather and Climate Extremes 2021;33:100354 View
  23. MacKay M, Colangeli T, Gillis D, McWhirter J, Papadopoulos A. Examining Social Media Crisis Communication during Early COVID-19 from Public Health and News Media for Quality, Content, and Corresponding Public Sentiment. International Journal of Environmental Research and Public Health 2021;18(15):7986 View
  24. Passini S. Concerns over COVID-19 and prejudice: Pre- and during-pandemic in Italy. Psychological Reports 2023;126(3):1378 View
  25. Barrall A, Hoff N, Nkamba D, Musene K, Ida N, Bratcher A, Dzogang C, Tangney S, Beia M, Nzaji M, Kampilu D, Mbaka Onya G, Luhata C, Gadoth A, Musenga E, Mbala P, Kaba D, Rimoin A. Hesitancy to receive the novel coronavirus vaccine and potential influences on vaccination among a cohort of healthcare workers in the Democratic Republic of the Congo. Vaccine 2022;40(34):4998 View
  26. Gunasekeran D, Chew A, Chandrasekar E, Rajendram P, Kandarpa V, Rajendram M, Chia A, Smith H, Leong C. The Impact and Applications of Social Media Platforms for Public Health Responses Before and During the COVID-19 Pandemic: Systematic Literature Review. Journal of Medical Internet Research 2022;24(4):e33680 View
  27. Wieczorek L, Bleckmann E, Brandt N, Wagner J. Gloomy and out of control? Consequences of the COVID-19 pandemic on momentary optimism in daily lives of adolescents. Current Psychology 2022 View
  28. Tizzani M, Muñoz-Gómez V, De Nardi M, Paolotti D, Muñoz O, Ceschi P, Viltrop A, Capua I, Clegg S. Integrating digital and field surveillance as complementary efforts to manage epidemic diseases of livestock: African swine fever as a case study. PLOS ONE 2021;16(12):e0252972 View
  29. Chin H, Lima G, Shin M, Zhunis A, Cha C, Choi J, Cha M. User-Chatbot Conversations During the COVID-19 Pandemic: Study Based on Topic Modeling and Sentiment Analysis. Journal of Medical Internet Research 2023;25:e40922 View
  30. Hu M, Conway M. Perspectives of the COVID-19 Pandemic on Reddit: Comparative Natural Language Processing Study of the United States, the United Kingdom, Canada, and Australia. JMIR Infodemiology 2022;2(2):e36941 View
  31. Szczygielski J, Charteris A, Bwanya P, Brzeszczyński J. Which COVID-19 information really impacts stock markets?. Journal of International Financial Markets, Institutions and Money 2023;84:101592 View
  32. Eminente C, Artime O, De Domenico M. Interplay between exogenous triggers and endogenous behavioral changes in contagion processes on social networks. Chaos, Solitons & Fractals 2022;165:112759 View
  33. Chen J, Lin C, Park M, Nutor J, de Lisser R, Hoffmann T, Kim H. Rapid response nursing triage outcomes for COVID-19: factors associated with patient’s participation in triage recommendations. BMC Medical Informatics and Decision Making 2023;23(1) View
  34. 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
  35. Wagner A, Reifegerste D. “The Part Played by People” in Times of COVID-19: Interpersonal Communication about Media Coverage in a Pandemic Crisis. Health Communication 2023;38(5):1014 View
  36. Ma X, Wan J. Exploring the role of digital media dependency on the relationship between personal involvement and flashbulb memory during the pandemic: Empirical evidence from Mainland China. Frontiers in Psychology 2022;13 View
  37. Shi C, So M, Stelmach S, Earn A, Earn D, Dushoff J. From science to politics: COVID-19 information fatigue on YouTube. BMC Public Health 2022;22(1) View
  38. Guo H, Zhang J, Feng S, Chen B, Wang M. Risk Communication in the Alert Phase of the COVID-19 Pandemic: Analysis of News Flow at National and Global Levels. International Journal of Environmental Research and Public Health 2022;19(15):9588 View
  39. Chmel K, Klimova A, Savin N, Nishi A. The effect of risk framing on support for restrictive government policy regarding the COVID-19 outbreak. PLOS ONE 2021;16(10):e0258132 View
  40. Wu W, Lyu H, Luo J. Characterizing Discourse about COVID-19 Vaccines: A Reddit Version of the Pandemic Story. Health Data Science 2021;2021 View
  41. Wang J, Guo C, Lin T. Public Risk Perception Attribution Model and Governance Path in COVID-19: A Perspective Based on Risk Information. Risk Management and Healthcare Policy 2022;Volume 15:2097 View
  42. Melissa M, Jillian J, Jennifer E, Daniel G, Andrew P. Review and thematic analysis of guiding principles for effective crisis communication using social media. Journal of Public Health and Epidemiology 2022;14(2):72 View
  43. Ahmed W. What drives US stock markets during the COVID-19 pandemic? A global sensitivity analysis. Borsa Istanbul Review 2022;22(5):939 View
  44. Ren R, Xu J. It’s not an encyclopedia, it’s a market of agendas: Decentralized agenda networks between Wikipedia and global news media from 2015 to 2020. New Media & Society 2023:146144482211496 View
  45. Bonifazi G, Corradini E, Ursino D, Virgili L. New Approaches to Extract Information From Posts on COVID-19 Published on Reddit. International Journal of Information Technology & Decision Making 2022;21(05):1385 View
  46. Evans H. Newspapers’ coverage of the COVID-19 pandemic in Eswatini: from distanciated re/presentations to socio-health panics. Humanities and Social Sciences Communications 2021;8(1) View
  47. Ciechanowski K, Banasik-Jemielniak N, Jemielniak D. What’s hot and what's not in lay psychology: Wikipedia’s most-viewed articles. Current Psychology 2022 View
  48. 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
  49. Szczuka Z, Abraham C, Baban A, Brooks S, Cipolletta S, Danso E, Dombrowski S, Gan Y, Gaspar T, de Matos M, Griva K, Jongenelis M, Keller J, Knoll N, Ma J, Miah M, Morgan K, Peraud W, Quintard B, Shah V, Schenkel K, Scholz U, Schwarzer R, Siwa M, Szymanski K, Taut D, Tomaino S, Vilchinsky N, Wolf H, Luszczynska A. The trajectory of COVID-19 pandemic and handwashing adherence: findings from 14 countries. BMC Public Health 2021;21(1) View
  50. Siddique S, Rice S, Bhardwaj M, Gore R, Coupal H, Punnett L. Health Care Organization Policies for Employee Safety and COVID-19 Pandemic Response. Journal of Occupational & Environmental Medicine 2023;65(1):1 View
  51. Ort A, Rohrbach T, Diviani N, Rubinelli S. Covering the Crisis: Evolution of Key Topics and Actors in COVID-19 News Coverage in Switzerland. International Journal of Public Health 2023;67 View
  52. Cano C, Escobar J, Pérez R, Silva S. Proyectos valiosos: emociones políticas en la pandemia. Ciencia Política 2021;16(31):157 View
  53. Said Abasse K, Toulouse-Fournier A, Paquet C, Côté A, Smith P, Bergeron F, Archambault P. Collaborative writing applications in support of knowledge translation and management during pandemics: A scoping review. International Journal of Medical Informatics 2022;165:104814 View
  54. von Hagke C, Hill C, Hof A, Rinder T, Lang A, Habel J. Learning from the COVID-19 Pandemic Crisis to Overcome the Global Environmental Crisis. Sustainability 2022;14(17):10545 View
  55. Kwesell A, Wu Y, Lama D, Lin S. Photographs and COVID-19: The therapeutic quality of shared narratives and collective memory. Communication and the Public 2023;8(4):276 View
  56. Baker H, Concannon S, So E, Yeung C. Information sharing practices during the COVID-19 pandemic: A case study about face masks. PLOS ONE 2022;17(5):e0268043 View
  57. Beliga S, Martinčić-Ipšić S, Matešić M, Petrijevčanin Vuksanović I, Meštrović A. Infoveillance of the Croatian Online Media During the COVID-19 Pandemic: One-Year Longitudinal Study Using Natural Language Processing. JMIR Public Health and Surveillance 2021;7(12):e31540 View
  58. Korshakova E, Marsh J, Kleinberg S. Health Information Sourcing and Health Knowledge Quality: Repeated Cross-sectional Survey. JMIR Formative Research 2022;6(9):e39274 View
  59. Choi R, Nagappan A, Kopyto D, Wexler A. Pregnant at the start of the pandemic: a content analysis of COVID-19-related posts on online pregnancy discussion boards. BMC Pregnancy and Childbirth 2022;22(1) View
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  61. Mahabir A, Anderson R, Kinlocke R, Smith R, Doughorty K, Madho C. Discourse, Difference, and Divergence: Exploring Media Representations and Online Public Sentiments toward Marginalized Urban Communities in Jamaica during the COVID-19 Pandemic. Social Sciences 2022;11(6):240 View
  62. Santangelo O, Gianfredi V, Provenzano S. Wikipedia searches and the epidemiology of infectious diseases: A systematic review. Data & Knowledge Engineering 2022;142:102093 View
  63. Al Wahaibi A, Al Maani A, Alyaquobi F, Al Manji A, Al Harthy K, Al Rawahi B, Alqayoudhi A, Al Khalili S, Al-Jardani A, Al-Abri S. The Impact of Mobility Restriction Strategies in the Control of the COVID-19 Pandemic: Modelling the Relation between COVID-19 Health and Community Mobility Data. International Journal of Environmental Research and Public Health 2021;18(19):10560 View
  64. Li J, He Z, Zhang M, Ma W, Jin Y, Zhang L, Zhang S, Liu Y, Ma S. Estimating Rare Disease Incidences With Large-scale Internet Search Data: Development and Evaluation of a Two-step Machine Learning Method. JMIR Infodemiology 2023;3:e42721 View
  65. Kodati D, Dasari C. Negative emotion detection on social media during the peak time of COVID-19 through deep learning with an auto-regressive transformer. Engineering Applications of Artificial Intelligence 2024;127:107361 View
  66. Yang K, Tanaka M. Crowdsourcing Knowledge Production of COVID-19 Information on Japanese Wikipedia in the Face of Uncertainty: Empirical Analysis. Journal of Medical Internet Research 2023;25:e45024 View
  67. Cerioli M, Leotta M, Ricca F. COVID-19 Impacts on the IT Job Market: A Massive Job Ads Analysis. Electronics 2023;12(15):3339 View
  68. Moitra S, Anderson A, Eathorne A, Brickstock A, Adan A, Akgün M, Tabrizi A, Haldar P, Henderson L, Jindal A, Jindal S, Kerget B, Khadour F, Melenka L, Moitra S, Moitra T, Mukherjee R, Murgia N, Semprini A, Turner A, Lacy P. COVID-19 infodemic and health-related quality of life in patients with chronic respiratory diseases: A multicentre, observational study. Journal of Global Health 2023;13 View
  69. Barkay O, Binay U, Karakeçili F. Evolution of Public Responses to COVID-19: Comparing Changes in People's Emotions, Behaviors, and Precautions at the Onset and End Stage of the Pandemic. Cureus 2023 View
  70. Alibudbud R. Wikipedia page views for health research: a review. Frontiers in Big Data 2023;6 View
  71. Ciechanowski K, Jemielniak D, Silczuk A. Public interests in mental health topics in COVID-19: evidence from Wikipedia searches. Advances in Mental Health 2023:1 View
  72. Chung P, Chen K, Chang H, Chan T. Evaluating the Effectiveness of School Closure in COVID-19–Related Syndromes From Community-Based Syndromic Surveillance: Longitudinal Observational Study. Interactive Journal of Medical Research 2023;12:e44606 View
  73. Rotolo B, Bin Noon G, Chen H, Butt Z. Public Attitudes Towards Vaccine Passports in Alberta During the “Pandemic of the Unvaccinated”: A Qualitative Analysis of Reddit Posts. International Journal of Public Health 2023;68 View
  74. Ort A, Rohrbach T. (Dis)harmony in times of crisis? An analysis of COVID-related strategic communication by Swiss public health institutions. Public Health 2024;228:112 View
  75. Yeung Y, Elliott S. Investigating student perceptions and vulnerability to heat stress in campus residences using Reddit: Climate change, health, and wellbeing. Canadian Geographies / Géographies canadiennes 2024 View
  76. Siraj S, Noor M. Crisis risk communication and public behavior: Analysis of the COVID-19 pandemic in Pakistan. Mediterranean Journal of Social & Behavioral Research 2024;8(2):43 View

Books/Policy Documents

  1. Wagner A, Reifegerste D. Media and the Dissemination of Fear. View
  2. Morgan M, Kulkarni A. Social Computing and Social Media. View