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

Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1041) JMIR Theme Issue: COVID-19 Special Issue (2452) Mass Media/Social Media Communication and Campaigns (461) Infodemiology and Infoveillance (1349) Vaccination and Immunization in the Digital Age (374) Parent and Caregiver Education and Behavior Change for Vaccination (74) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1641) Outbreak and Pandemic Preparedness and Management (1727) Infectious Diseases (non-STD/STI) (1575) Quality/Credibility of eHealth Information and Trust Issues (531) Theme Issue: Novel Coronavirus (COVID-19) Outbreak Rapid Reports (1517) Innovative Methods in Public Health and Surveillance (332) COVID-19 Vaccination (146)

Published on in Vol 7, No 11 (2021): November

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/30642, first published .
COVID-19 Vaccine Hesitancy on Social Media: Building a Public Twitter Data Set of Antivaccine Content, Vaccine Misinformation, and Conspiracies

COVID-19 Vaccine Hesitancy on Social Media: Building a Public Twitter Data Set of Antivaccine Content, Vaccine Misinformation, and Conspiracies

COVID-19 Vaccine Hesitancy on Social Media: Building a Public Twitter Data Set of Antivaccine Content, Vaccine Misinformation, and Conspiracies

Authors of this article:

Goran Muric1 Author Orcid Image ;   Yusong Wu1 Author Orcid Image ;   Emilio Ferrara1, 2, 3 Author Orcid Image
Article Authors Cited by (182) Tweetations (13) Metrics

Journals

  1. Ioannou P, Tzalis S, Pasparaki E, Spentzouri D, Konidaki M, Papakitsou I, Spernovasilis N, Papanikolaou N, Samonis G, Kofteridis D. COVID-19 Disease and Vaccination: Knowledge, Fears, Perceptions and Feelings of Regret for Not Having Been Vaccinated among Hospitalized Greek Patients Suffering SARS-CoV-2 Infection. Infectious Disease Reports 2022;14(4):587 View
  2. Butler J, Carson M, Rios-Fetchko F, Vargas R, Cabrera A, Gallegos-Castillo A, LeSarre M, Liao M, Woo K, Ellis R, Liu K, Burra A, Ramirez M, Doyle B, Leung L, Fernandez A, Grumbach K, Tancred T. COVID-19 vaccination readiness among multiple racial and ethnic groups in the San Francisco Bay Area: A qualitative analysis. PLOS ONE 2022;17(5):e0266397 View
  3. Liu H. Official social media and its impact on public behavior during the first wave of COVID-19 in China. BMC Public Health 2022;22(1) View
  4. Alhazmi H. Arabic Twitter Conversation Dataset about the COVID-19 Vaccine. Data 2022;7(11):152 View
  5. Wong J, Yang J. Misinformation, Anticipated Regret, and Vaccine-Related Behaviors. Journal of Health Communication 2022;27(9):644 View
  6. Jun J, Zain A, Chen Y, Kim S. Adverse Mentions, Negative Sentiment, and Emotions in COVID-19 Vaccine Tweets and Their Association with Vaccination Uptake: Global Comparison of 192 Countries. Vaccines 2022;10(5):735 View
  7. Childers-Strawbridge S, Eiden A, Nyaku M, Bhatti A. Attitudes and Beliefs around the Value of Vaccination in the United States. Vaccines 2022;10(9):1470 View
  8. Bianchi F, Stefanizzi P, Martinelli A, Brescia N, Tafuri S. COVID-19 vaccination hesitancy in people affected by diabetes and strategies to increase vaccine compliance: A systematic narrative review and meta-analysis. Vaccine 2023;41(7):1303 View
  9. Yamaguchi S, Tanihara T. Relationship between misinformation spreading behaviour and true/false judgments and literacy: an empirical analysis of COVID-19 vaccine and political misinformation in Japan. Global Knowledge, Memory and Communication 2023 View
  10. Pallathadka A, Chang H, Han D. What explains spatial variations of COVID-19 vaccine hesitancy?: a social-ecological-technological systems approach. Environmental Research: Health 2023;1(1):011001 View
  11. Ng L, Carley K. Is my stance the same as your stance? A cross validation study of stance detection datasets. Information Processing & Management 2022;59(6):103070 View
  12. Ding J, Wang A, Zhang Q. Mining the vaccination willingness of China using social media data. International Journal of Medical Informatics 2023;170:104941 View
  13. Osborne M, Malloy S, Nisbet E, Bond R, Tien J. Sentinel node approach to monitoring online COVID-19 misinformation. Scientific Reports 2022;12(1) View
  14. Shaaban R, Ghazy R, Elsherif F, Ali N, Yakoub Y, Aly M, ElMakhzangy R, Abdou M, McKinna B, Elzorkany A, Abdullah F, Alnagar A, ElTaweel N, Alharthi M, Mohsin A, Ordóñez-Cruickshank A, Toniolo B, Grafolin T, Aye T, Goh Y, Deghidy E, Bahri S, Sappayabanphot J, Elhadi Y, Mohammed S, El-Deen A, Ismail I, ElHafeez S, Elbarazi I, Saddik B, El-Khatib Z, Mohsin H, Kamal A. COVID-19 Vaccine Acceptance among Social Media Users: A Content Analysis, Multi-Continent Study. International Journal of Environmental Research and Public Health 2022;19(9):5737 View
  15. Pierri F, DeVerna M, Yang K, Axelrod D, Bryden J, Menczer F. One Year of COVID-19 Vaccine Misinformation on Twitter: Longitudinal Study. Journal of Medical Internet Research 2023;25:e42227 View
  16. Kues J, Knapke J, Elshaer S, Mendell A, Hildreth L, Schuckman S, Wijesooriya J, Butsch Kovacic M. COVID-19 Vaccine Hesitancy: A Critical Time Period Analysis. International Journal of Environmental Research and Public Health 2022;19(13):8098 View
  17. Kaplan S, von Isenburg M, Waldrop L. Prepandemic Antivaccination Websites' COVID-19 Vaccine Behavior: Content Analysis of Archived Websites. JMIR Formative Research 2023;7:e40291 View
  18. Bonifazi G, Breve B, Cirillo S, Corradini E, Virgili L. Investigating the COVID-19 vaccine discussions on Twitter through a multilayer network-based approach. Information Processing & Management 2022;59(6):103095 View
  19. Tan W, Colagiuri B, Barnes K. Factors Moderating the Link between Personal Recounts of COVID-19 Vaccine Side Effects Viewed on Social Media and Viewer Postvaccination Experience. Vaccines 2022;10(10):1611 View
  20. Silesky M, Panchal D, Fields M, Peña A, Diez M, Magdaleno A, Frausto-Rodriguez P, Bonnevie E. A Multifaceted Campaign to Combat COVID-19 Misinformation in the Hispanic Community. Journal of Community Health 2023;48(2):286 View
  21. Del-Aguila-Arcentales S, Alvarez-Risco A, Villalobos-Alvarez D, Carhuapoma-Yance M, A. Y狁ez J. COVID-19, Mental Health and Its Relationship with Workplace Accidents. International Journal of Mental Health Promotion 2022;24(4):503 View
  22. Zhao S, Hu S, Zhou X, Song S, Wang Q, Zheng H, Zhang Y, Hou Z. The Prevalence, Features, Influencing Factors, and Solutions for COVID-19 Vaccine Misinformation: Systematic Review. JMIR Public Health and Surveillance 2023;9:e40201 View
  23. Jabbour D, Masri J, Nawfal R, Malaeb D, Salameh P. Social media medical misinformation: impact on mental health and vaccination decision among university students. Irish Journal of Medical Science (1971 -) 2023;192(1):291 View
  24. Engelbrecht M, Heunis C, Kigozi G. COVID-19 Vaccine Hesitancy in South Africa: Lessons for Future Pandemics. International Journal of Environmental Research and Public Health 2022;19(11):6694 View
  25. Russell A, Valdez D, Chiang S, Montemayor B, Barry A, Lin H, Massey P. Using Natural Language Processing to Explore “Dry January” Posts on Twitter: Longitudinal Infodemiology Study. Journal of Medical Internet Research 2022;24(11):e40160 View
  26. Miyazaki K, Uchiba T, Tanaka K, Sasahara K. Aggressive behaviour of anti-vaxxers and their toxic replies in English and Japanese. Humanities and Social Sciences Communications 2022;9(1) View
  27. Babicki M, Malchrzak W, Mastalerz-Migas A. Assessment of Attitudes, Main Concerns and Sources of Knowledge Regarding COVID-19 Vaccination in Poland in the Unvaccinated Individuals—A Nationwide Survey. Vaccines 2022;10(3):381 View
  28. Wang D, Lu J, Zhong Y. Futile or fertile? The effect of persuasive strategies on citizen engagement in COVID-19 vaccine-related tweets across six national health departments. Social Science & Medicine 2023;317:115591 View
  29. Aiyer I, Shaik L, Kashyap R, Surani S. COVID-19 Misinformation: A Potent Co-Factor in the COVID-19 Pandemic. Cureus 2022 View
  30. Longo D, Larson H, Gakidou E, Murray C. The Vaccine-Hesitant Moment. New England Journal of Medicine 2022;387(1):58 View
  31. Edelman A, Boniface E, Male V, Cameron S, Benhar E, Han L, Matteson K, Van Lamsweerde A, Pearson J, Darney B. Association between menstrual cycle length and covid-19 vaccination: global, retrospective cohort study of prospectively collected data. BMJ Medicine 2022;1(1):e000297 View
  32. Cascini F, Pantovic A, Al-Ajlouni Y, Failla G, Puleo V, Melnyk A, Lontano A, Ricciardi W. Social media and attitudes towards a COVID-19 vaccination: A systematic review of the literature. eClinicalMedicine 2022;48:101454 View
  33. Del Riccio M, Bechini A, Buscemi P, Bonanni P, Boccalini S. Reasons for the Intention to Refuse COVID-19 Vaccination and Their Association with Preferred Sources of Information in a Nationwide, Population-Based Sample in Italy, before COVID-19 Vaccines Roll Out. Vaccines 2022;10(6):913 View
  34. Chen J, Liu Y, Yue J, Duan X, Tang M. Coevolving spreading dynamics of negative information and epidemic on multiplex networks. Nonlinear Dynamics 2022;110(4):3881 View
  35. Howard M. Relation of Personal Characteristics with Human Papillomavirus Vaccination Outcomes: Assessing the Mediating Role of Vaccine Hesitancy Dimensions. International Journal of Sexual Health 2023;35(1):167 View
  36. Rakusa M, Öztürk S, Moro E, Helbok R, Bassetti C, Beghi E, Bereczki D, Bodini B, Di Liberto G, Jenkins T, Macerollo A, Maia L, Martinelli‐Boneschi F, Pisani A, Priori A, Sauerbier A, Soffietti R, Taba P, von Oertzen T, Zedde M, Crean M, Burlica A, Cavallieri F, Sellner J. COVID‐19 vaccination hesitancy among people with chronic neurological disorders: A position paper. European Journal of Neurology 2022;29(8):2163 View
  37. Van Poucke M. COVID-19 vaccine hesitancy and shaming on TikTok: A multimodal appraisal analysis. Multimodality & Society 2023;3(2):97 View
  38. Bianchi F, Stefanizzi P, Brescia N, Lattanzio S, Martinelli A, Tafuri S. COVID-19 vaccination hesitancy in Italian healthcare workers: a systematic review and meta-analysis. Expert Review of Vaccines 2022;21(9):1289 View
  39. Zhou L, Tao J, Zhang D. Does Fake News in Different Languages Tell the Same Story? An Analysis of Multi-level Thematic and Emotional Characteristics of News about COVID-19. Information Systems Frontiers 2022 View
  40. Hua Y, Jiang H, Lin S, Yang J, Plasek J, Bates D, Zhou L. Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications. Journal of the American Medical Informatics Association 2022;29(10):1668 View
  41. Ogunleye O, Godman B, Fadare J, Mudenda S, Adeoti A, Yinka-Ogunleye A, Ogundele S, Oyawole M, Schönfeldt M, Rashed W, Galal A, Masuka N, Zaranyika T, Kalungia A, Malande O, Kibuule D, Massele A, Chikowe I, Khuluza F, Taruvinga T, Alfadl A, Malik E, Oluka M, Opanga S, Ankrah D, Sefah I, Afriyie D, Tagoe E, Amu A, Msibi M, Etando A, Alabi M, Okwen P, Niba L, Mwita J, Rwegerera G, Kgatlwane J, Jairoun A, Ejekam C, Mavenyengwa R, Murimi-Worstell I, Campbell S, Meyer J. Coronavirus Disease 2019 (COVID-19) Pandemic across Africa: Current Status of Vaccinations and Implications for the Future. Vaccines 2022;10(9):1553 View
  42. Alarcón-Braga E, Hernandez-Bustamante E, Salazar-Valdivia F, Valdez-Cornejo V, Mosquera-Rojas M, Ulloque-Badaracco J, Rondon-Saldaña J, Zafra-Tanaka J. Acceptance towards COVID-19 vaccination in Latin America and the Caribbean: A systematic review and meta-analysis. Travel Medicine and Infectious Disease 2022;49:102369 View
  43. Peters M. Addressing vaccine hesitancy and resistance for COVID-19 vaccines. International Journal of Nursing Studies 2022;131:104241 View
  44. Engelbrecht M, Kigozi N, Heunis J. Factors Associated with Limited Vaccine Literacy: Lessons Learnt from COVID-19. Vaccines 2022;10(6):865 View
  45. Piltch-Loeb R, Su M, Bonetti M, Testa M, Stanton E, Toffolutti V, Savoia E. Cross-National Vaccine Concerns and Predictors of Vaccine Hesitancy in Not-Fully Vaccinated Individuals: Findings from USA, Canada, Sweden, and Italy. Vaccines 2022;10(10):1652 View
  46. Lasher E, Fulkerson G, Seale E, Thomas A, Gadomski A. COVID-19 vaccine hesitancy and political ideation among college students in Central New York: The influence of differential media choice. Preventive Medicine Reports 2022;27:101810 View
  47. Bianchi F, Stefanizzi P, Di Gioia M, Brescia N, Lattanzio S, Tafuri S. COVID-19 vaccination hesitancy in pregnant and breastfeeding women and strategies to increase vaccination compliance: a systematic review and meta-analysis. Expert Review of Vaccines 2022;21(10):1443 View
  48. Kim N, Kim J, Lee H, Andreu-Perez L. An Oscillatory Path to Vaccination: The Roles of Normative and Epistemic Factors in Explaining Vaccination Hesitancy in COVID-19. Health Communication 2023;38(10):2121 View
  49. Ancona C, Iudice F, Garofalo F, De Lellis P. A model-based opinion dynamics approach to tackle vaccine hesitancy. Scientific Reports 2022;12(1) View
  50. Zhu P, Zhang V, Wagner A. Demographic Differences in Compliance with COVID-19 Vaccination Timing and Completion Guidelines in the United States. Vaccines 2023;11(2):369 View
  51. Portelli B, Scaboro S, Tonino R, Chersoni E, Santus E, Serra G. Monitoring User Opinions and Side Effects on COVID-19 Vaccines in the Twittersphere: Infodemiology Study of Tweets. Journal of Medical Internet Research 2022;24(5):e35115 View
  52. Murdie A. Hindsight is 2020: Lessons from the COVID-19 pandemic for future human rights research. Journal of Human Rights 2022;21(3):354 View
  53. Shaw N, Hakam N, Lui J, Abbasi B, Sudhakar A, Leapman M, Breyer B. COVID-19 Misinformation and Social Network Crowdfunding: Cross-sectional Study of Alternative Treatments and Antivaccine Mandates. Journal of Medical Internet Research 2022;24(7):e38395 View
  54. Ajana B, Engstler E, Ismail A, Kousta M. Perceptions and attitudes towards Covid-19 vaccines: narratives from members of the UK public. Journal of Public Health 2023;31(10):1699 View
  55. Duradoni M, Gursesli M, Materassi L, Serritella E, Guazzini A. The Long-COVID Experience Changed People’s Vaccine Hesitancy but Not Their Vaccination Fear. International Journal of Environmental Research and Public Health 2022;19(21):14550 View
  56. Villegas C, Ortiz A, Arriagada V, Ortega S, Walker J, Arriagada E, Kalergis A, Huepe C. Influence of online opinions and interactions on the Covid-19 vaccination in Chile. Scientific Reports 2022;12(1) View
  57. Shah A, Coiado O. COVID-19 vaccine and booster hesitation around the world: A literature review. Frontiers in Medicine 2023;9 View
  58. Ahmed S, Rasul M. Social Media News Use and COVID-19 Misinformation Engagement: Survey Study. Journal of Medical Internet Research 2022;24(9):e38944 View
  59. Calac A, Haupt M, Li Z, Mackey T. Spread of COVID-19 Vaccine Misinformation in the Ninth Inning: Retrospective Observational Infodemic Study. JMIR Infodemiology 2022;2(1):e33587 View
  60. Honcharov V, Li J, Sierra M, Rivadeneira N, Olazo K, Nguyen T, Mackey T, Sarkar U. Public Figure Vaccination Rhetoric and Vaccine Hesitancy: Retrospective Twitter Analysis. JMIR Infodemiology 2023;3:e40575 View
  61. Sarker A, Lakamana S, Liao R, Abbas A, Yang Y, Al-Garadi M. The Early Detection of Fraudulent COVID-19 Products From Twitter Chatter: Data Set and Baseline Approach Using Anomaly Detection. JMIR Infodemiology 2023;3:e43694 View
  62. Yildiz Durak H, Şimşir Gökalp Z, Saritepeci M, Dilmaç B, Durak A. Investigation of personal variables, technology usage, vaccine-related variables, social media-specific epistemological beliefs, media literacy, social impact strategies variables affecting vaccine hesitancy beliefs in the Covid-19 pandemic. Journal of Public Health 2024;32(5):873 View
  63. Ferrara M, Bertozzi G, Volonnino G, Di Fazio A, Di Fazio N, Arcangeli M, La Russa R, Frati P. Learning from the Past to Improve the Future—Vaccine Hesitancy Determinants in the Italian Population: A Systematic Review. Vaccines 2023;11(3):630 View
  64. Davidson P, Muniandy T, Karmegam D. Perception of COVID-19 vaccination among Indian Twitter users: computational approach. Journal of Computational Social Science 2023;6(2):541 View
  65. Schmid-Petri H, Bürger M, Schlögl S, Schwind M, Mitrović J, Kühn R. The multilingual Twitter-discourse on vaccination in Germany during the COVID-19 pandemic. Media and Communication 2023;11(1):293 View
  66. Lokmanoglu A, Nisbet E, Osborne M, Tien J, Malloy S, Cueva Chacón L, Villa Turek E, Abhari R. Social Media Sentiment about COVID-19 Vaccination Predicts Vaccine Acceptance among Peruvian Social Media Users the Next Day. Vaccines 2023;11(4):817 View
  67. Disney L, Ahmed R, Moon Y, Carnes S. Predictors of COVID-19 Vaccine Uptake and Reasons for Vaccine Hesitancy Among New York State Refugees. Journal of Evidence-Based Social Work 2023;20(5):653 View
  68. Narayanan S, Basch C. YouTube and COVID-19 vaccines: A mini scoping review. Human Vaccines & Immunotherapeutics 2023;19(1) View
  69. Amjad Z, Maryam I, Munir M, Salman M, Baraka M, Mustafa Z, Khan Y, Mallhi T, Hasan S, Meyer J, Godman B. COVID-19 Vaccines Status, Acceptance and Hesitancy among Maintenance Hemodialysis Patients: A Cross-Sectional Study and the Implications for Pakistan and Beyond. Vaccines 2023;11(5):904 View
  70. Chopra H, Vashishtha A, Pal R, Tyagi A, Sethi T. Mining Trends of COVID-19 Vaccine Beliefs on Twitter With Lexical Embeddings: Longitudinal Observational Study. JMIR Infodemiology 2023;3:e34315 View
  71. Hushmandi K, Tabatabaee S, Saghari S, Zandieh M, Raesi R. Investigating the Reasons for the Unwillingness to Get Vaccinated against COVID-19 in the General Population. The Open Public Health Journal 2023;16(1) View
  72. Purvis R, Moore R, Willis D, Kraleti S, Gurel-Headley M, CarlLee S, McElfish P. Key Conversations and Trusted Information Among Hesitant Adopters of the COVID-19 Vaccine. Journal of Health Communication 2023;28(9):595 View
  73. Hirabayashi M, Shibata D, Shinohara E, Kawazoe Y. Influence of Tweets Indicating False Rumors on COVID-19 Vaccination: Case Study. JMIR Formative Research 2023;7:e45867 View
  74. Faviez C, Talmatkadi M, Foulquié P, Mebarki A, Schück S, Burgun A, Chen X. Assessment of the Early Detection of Anosmia and Ageusia Symptoms in COVID-19 on Twitter: Retrospective Study. JMIR Infodemiology 2023;3:e41863 View
  75. Alostad H, Dawiek S, Davulcu H. Q8VaxStance: Dataset Labeling System for Stance Detection towards Vaccines in Kuwaiti Dialect. Big Data and Cognitive Computing 2023;7(3):151 View
  76. Andrade E, Abroms L, González A, Favetto C, Gomez V, Díaz-Ramírez M, Palacios C, Edberg M. Assessing Brigada Digital de Salud Audience Reach and Engagement: A Digital Community Health Worker Model to Address COVID-19 Misinformation in Spanish on Social Media. Vaccines 2023;11(8):1346 View
  77. Kim S, Villanueva I, Chen K. Going Beyond Affective Polarization: How Emotions and Identities are Used in Anti-Vaccination TikTok Videos. Political Communication 2024;41(4):588 View
  78. Shabir A, Alkubaisi N, Shafiq A, Salman M, Baraka M, Mustafa Z, Khan Y, Malhi T, Meyer J, Godman B. COVID-19 Vaccination Status as Well as Factors Associated with COVID-19 Vaccine Acceptance and Hesitancy among Prisoners and the Implications. Vaccines 2023;11(6):1081 View
  79. Kim E, Kim H, Han D. The Effect of Psychological Factors on COVID-19 Vaccination Side Effects: A Cross-Sectional Survey in South Korea. Psychiatry Investigation 2023;20(9):808 View
  80. Parveen H, Nasir S, Shahnawaz M, Husain F, Baig J, Shankar A. Vaccine Hesitancy in India: Facilitators and Inhibitors. Health Education & Behavior 2023;50(6):822 View
  81. Sono T, Yeika E, Cook A, Kalungia A, Opanga S, Acolatse J, Sefah I, Jelić A, Campbell S, Lorenzetti G, Ul Mustafa Z, Marković-Peković V, Kurdi A, Anand Paramadhas B, Rwegerera G, Amu A, Alabi M, Wesangula E, Oluka M, Khuluza F, Chikowe I, Fadare J, Ogunleye O, Kibuule D, Hango E, Schellack N, Ramdas N, Massele A, Mudenda S, Hoxha I, Moore C, Godman B, Meyer J. Current rates of purchasing of antibiotics without a prescription across sub-Saharan Africa; rationale and potential programmes to reduce inappropriate dispensing and resistance. Expert Review of Anti-infective Therapy 2023;21(10):1025 View
  82. Zaidi Z, Ye M, Samon F, Jama A, Gopalakrishnan B, Gu C, Karunasekera S, Evans J, Kashima Y. Topics in Antivax and Provax Discourse: Yearlong Synoptic Study of COVID-19 Vaccine Tweets. Journal of Medical Internet Research 2023;25:e45069 View
  83. 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
  84. Ali S, Lowery C, Trude A. Leveraging Multiyear, Geospatial Social Media Data for Health Policy Evaluations: Lessons From the Philadelphia Beverage Tax. Journal of Public Health Management and Practice 2023;29(6):E253 View
  85. Mudenda S, Meyer J, Fadare J, Ogunleye O, Saleem Z, Matafwali S, Daka V, Chabalenge B, Chama J, Mukosha M, Skosana P, Witika B, Kalungia A, Hamachila A, Mufwambi W, Godman B, Asweto C. COVID-19 vaccine uptake and associated factors among adolescents and youths: Findings and implications for future vaccination programmes. PLOS Global Public Health 2023;3(9):e0002385 View
  86. Nanyonjo A, Nelson D, Sayers E, Lall P, Vernon-Wilson E, Tetui M, Grindrod K, Kane R, Gussy M, Siriwardena N. Community efforts to promote vaccine uptake in a rural setting: a qualitative interview study. Health Promotion International 2023;38(4) View
  87. Robinson A, George R, Lim G, Landau R, Mariano E, Kou A, Sharpe E. Analysis of Twitter conversations in obstetric anesthesiology using the hashtag #OBAnes during the onset of the COVID-19 pandemic. International Journal of Obstetric Anesthesia 2023;56:103918 View
  88. Lenti J, Mejova Y, Kalimeri K, Panisson A, Paolotti D, Tizzani M, Starnini M. Global Misinformation Spillovers in the Vaccination Debate Before and During the COVID-19 Pandemic: Multilingual Twitter Study. JMIR Infodemiology 2023;3:e44714 View
  89. Iamnitchi A, Hall L, Horawalavithana S, Mubang F, Ng K, Skvoretz J. Modeling information diffusion in social media: data-driven observations. Frontiers in Big Data 2023;6 View
  90. Siwakoti S, Shapiro J, Evans N. Less reliable media drive interest in anti-vaccine information. Harvard Kennedy School Misinformation Review 2023 View
  91. Mudenda S, Daka V, Matafwali S, Skosana P, Chabalenge B, Mukosha M, Fadare J, Mfune R, Witika B, Alumeta M, Mufwambi W, Godman B, Meyer J, Bwalya A. COVID-19 Vaccine Acceptance and Hesitancy among Healthcare Workers in Lusaka, Zambia; Findings and Implications for the Future. Vaccines 2023;11(8):1350 View
  92. Carrieri V, Guthmuller S, Wübker A. Trust and COVID-19 vaccine hesitancy. Scientific Reports 2023;13(1) View
  93. Valdez D, Soto-Vásquez A, Montenegro M. Geospatial vaccine misinformation risk on social media: Online insights from an English/Spanish natural language processing (NLP) analysis of vaccine-related tweets. Social Science & Medicine 2023;339:116365 View
  94. Kumar V, Bhattacharyya S. Nonlinear effect of sentiments and opinion sharing on vaccination decision in face of an outbreak: A multiplex network approach. Chaos, Solitons & Fractals 2023;175:114014 View
  95. Harmain Z, Alkubaisi N, Hasnain M, Salman M, Baraka M, Mustafa Z, Khan Y, Mallhi T, Meyer J, Godman B. Awareness and Practices towards Vaccinating Their Children against COVID-19: A Cross-Sectional Study among Pakistani Parents. Healthcare 2023;11(17):2378 View
  96. Birunda S, Devi R, Muthukannan M, Babu M. ACOVMD: Automatic COVID‐19 misinformation detection in Twitter using self‐trained semi‐supervised hybrid deep learning model. International Social Science Journal 2024;74(252):713 View
  97. Nerini A, Duradoni M, Matera C, Guazzini A, Paradisi M, Schembri A. Predictors of Vaccination Intentions and Behaviour during the COVID-19 Pandemic in Italy. Behavioral Sciences 2023;13(11):950 View
  98. Peschke L, Gyftopoulos S, Kapusuzoğlu A, Folkvord F, Gümüş Ağca Y, Kaldoudi E, Drosatos G, Ceylan N, Pecchia L, Güneş Peschke S. Practices of Knowledge Exchange in the Context of the COVID-19 Pandemic. Journal of the Knowledge Economy 2023;15(3):12881 View
  99. Konstantopoulos A, Dayton L, Latkin C. The politics of vaccination: a closer look at the beliefs, social norms, and prevention behaviors related to COVID-19 vaccine uptake within two US political parties. Psychology, Health & Medicine 2024;29(3):589 View
  100. Ho K, Chiu D, (Allen) Au C, Dalisay F, So S, Yamamoto M. Fake News, Misinformation, and Privacy: How the COVID-19 Pandemic Changes Our Society and How Blockchain and Distributed Ledger Technologies Reduce Their Effects. Distributed Ledger Technologies: Research and Practice 2024;3(3):1 View
  101. Talbot J, Charron V, Konkle A. A Tumblr thematic analysis of perinatal health: Where users go to seek support. Open Health 2023;4(1) View
  102. Ye J, Hai J, Wang Z, Wei C, Song J. Leveraging natural language processing and geospatial time series model to analyze COVID-19 vaccination sentiment dynamics on Tweets. JAMIA Open 2023;6(2) View
  103. Chester P, Shih V. Vaccine Nationalism: How China's State Media Misinform about Western Vaccines and Highlight the Successes of Chinese Vaccines to Different Audiences. Journal of Health Politics, Policy and Law 2024;49(1):163 View
  104. Doğan B, Balcioglu Y, Elçi M. Multidimensional sentiment analysis method on social media data: comparison of emotions during and after the COVID-19 pandemic. Kybernetes 2024 View
  105. Aljabali A, Obeid M, El-Tanani M, Mishra V, Mishra Y, Tambuwala M. Precision epidemiology at the nexus of mathematics and nanotechnology: Unraveling the dance of viral dynamics. Gene 2024;905:148174 View
  106. Warnke L, Maier A, Gilbert D. Social media platforms’ responses to COVID-19-related mis- and disinformation: the insufficiency of self-governance. Journal of Management and Governance 2024;28(4):1079 View
  107. Smaardijk V, Jajou R, Kant A, van Hunsel F. Menstrual disorders following COVID-19 vaccination: a review using a systematic search. Frontiers in Drug Safety and Regulation 2024;4 View
  108. Harris M, Murtfeldt R, Wang S, Mordecai E, West J, Ognyanova K. Perceived experts are prevalent and influential within an antivaccine community on Twitter. PNAS Nexus 2024;3(2) View
  109. Toriumi F, Sakaki T, Kobayashi T, Yoshida M. Anti-vaccine rabbit hole leads to political representation: the case of Twitter in Japan. Journal of Computational Social Science 2024;7(1):405 View
  110. Krasner H, Harmon N, Martin J, Olaco C, Netski D, Batra K. Community Level Correlates of COVID-19 Booster Vaccine Hesitancy in the United States: A Cross-Sectional Analysis. Vaccines 2024;12(2):167 View
  111. Fontenot H, Quist K, Glauberman G, Michel A, Zimet G. Impact of the COVID-19 pandemic on social media utilization, influences related to parental vaccine decision making, and opinions on trustworthy social media vaccination campaigns: A qualitative analysis. Human Vaccines & Immunotherapeutics 2024;20(1) View
  112. AŞAN H. 6 ŞUBAT 2023 KAHRAMANMARAŞ DEPREMI SONRASI AFET YÖNETIMI AÇISINDAN SOSYAL MEDYA HESAPLARININ GÜVENIRLIK ANALIZI VE DEĞERLENDIRILMESI. Akademik Yaklaşımlar Dergisi 2024;15(1 -Deprem Özel Sayısı-):411 View
  113. Demonte F, Bruno D, Lozano L, Mena M, Pereira A. Conversación pública sobre vacunas en la pandemia de covid-19 en Argentina, 2021-2022. Salud Colectiva 2024;20:e4580 View
  114. Park B, Jang I, Kwak D. Sentiment analysis of the COVID-19 vaccine perception. Health Informatics Journal 2024;30(1) View
  115. Edelman A, Boniface E, Male V, Cameron S, Benhar E, Han L, Matteson K, van Lamsweerde A, Pearson J, Darney B. Timing of Coronavirus Disease 2019 (COVID-19) Vaccination and Effects on Menstrual Cycle Changes. Obstetrics & Gynecology 2024 View
  116. Nelson V, Bashyal B, Tan P, Argyris Y. Vaccine rhetoric on social media and COVID-19 vaccine uptake rates: A triangulation using self-reported vaccine acceptance. Social Science & Medicine 2024;348:116775 View
  117. Gallagher M. Polling to vaccination stations: Brexit’s influence on immunisation uptake. New Perspectives 2024;32(2):162 View
  118. Unlu A, Truong S, Sawhney N, Sivelä J, Tammi T. Long-term assessment of social amplification of risk during COVID-19: challenges to public health agencies amid misinformation and vaccine stance. Journal of Computational Social Science 2024;7(1):809 View
  119. Shea S, Nguyen T, Kim D, Gee G, Wang M, Umemoto K. Lessons Learned From TranslateCovid, a Multilingual Online Resource Hub for Asian American and Pacific Islander Communities and Beyond. Public Health Reports® 2024;139(6):647 View
  120. Ma H, Lee E, Xie L, Lee H, Hui K, Mo P, Xin M. Examining the roles of social media information exposure and seeking on COVID-19 vaccination through the S-O-R model: A two-wave panel in Hong Kong. Computers in Human Behavior 2024;157:108243 View
  121. Singh P, Lamsal R, Singh M, Shishodia B, Sitaula C, Chand S. GeoCovaxTweets: A global analysis of COVID-19 vaccines and vaccination discourse on social media. Journal of Intelligent & Fuzzy Systems 2024:1 View
  122. Abiola A, Paul A, Felix S, Ochonye B, Godwin E, Ajayi A, Mbah J, Abang R, Kalaiwo A, Umoh P. Public Opinion and Attitudes Toward COVID-19 Vaccination Mandates Among Key Populations in Nigeria. World Journal of Public Health 2024;9(2):144 View
  123. Bhatt A, Monk V, Bhatti A, Eiden A, Hermany L, Hansen N, Connolly M, Baxter L, Vanderslott S, Mitrovich R, Slater R. Identifying factors that can be used to assess a country’s readiness to deploy a new vaccine or improve uptake of an underutilised vaccine: a scoping review. BMJ Open 2024;14(5):e080370 View
  124. Baqir A, Galeazzi A, Zollo F, Saracco F. News and misinformation consumption: A temporal comparison across European countries. PLOS ONE 2024;19(5):e0302473 View
  125. Rajkhowa P, Kalyanpur C, K R, Dsouza V, Pattanshetty S, Narayanan P, Saravu K, Brand H. Geospatial mapping of public sentiment and infodemic on human papillomavirus vaccination in India: An indication to formulation of strategies for effective implementation. Global Public Health 2024;19(1) View
  126. Kanilmaz U, Resch B, Holzinger R, Wasner C, Steinmaurer T. The Spatial Structures in the Austrian COVID-19 Protest Movement: A Virtual and Geospatial User Network Analysis. Social Sciences 2024;13(6):282 View
  127. Sasse K, Mahabir R, Gkountouna O, Crooks A, Croitoru A, Koh K. Understanding the determinants of vaccine hesitancy in the United States: A comparison of social surveys and social media. PLOS ONE 2024;19(6):e0301488 View
  128. De Clerck B, Fernandez Toledano J, Van Utterbeeck F, Rocha L. Detecting coordinated and bot-like behavior in Twitter: the Jürgen Conings case. EPJ Data Science 2024;13(1) View
  129. 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
  130. Yasmin M, Tfaily M, Wazzi Mkahal R, Obeid R, Emery R, Hassouna H, Bhugra M, Bonomo R, Kanafani Z. Determinants of COVID-19 Vaccine Hesitancy: A Cross-Sectional Study in Three Communities in the United States and Lebanon. Microorganisms 2024;12(6):1200 View
  131. Rahman A, Mohammadi E, Alhoori H. Cutting through the noise to motivate people: A comprehensive analysis of COVID-19 social media posts de/motivating vaccination. Natural Language Processing Journal 2024;8:100085 View
  132. Kim S, Gollwitzer P, Oettingen G. Expectations Versus Fantasies and Vaccine Hesitancy: How Suffering From COVID-19 Versus Suffering From Vaccines Interact. Annals of Behavioral Medicine 2024;58(8):563 View
  133. Weitzman E, Pierce S, Blakemore L, Murdock A, Angelidou A, Dowling D, Levy O, Levy S. Need for strategic communications and stakeholder engagement to advance acceptability of an overdose preventing vaccine targeting fentanyl. Vaccine 2024;42(24):126082 View
  134. Inchi L, Rottman A, Zarecki C. “The Right to Our Own Body Is Over”: Justifications of COVID-19 Vaccine Opponents on Israeli Social Media. COVID 2024;4(7):1012 View
  135. Rios Casas F, Armitage J, Yuan J, Liu S, Mokdad A. Creating the vaccination improvement potential index. Heliyon 2024;10(14):e34906 View
  136. Dube E, Trottier M, Greyson D, MacDonald N, Meyer S, MacDonald S, Driedger S, Witteman H, Ouakki M, Gagnon D. Use of narratives to enhance childhood vaccine acceptance: Results of an online experiment among Canadian parents. Human Vaccines & Immunotherapeutics 2024;20(1) View
  137. Carosella E, Su M, Testa M, Arzilli G, Conni A, Savoia E. COVID-19 Vaccine Hesitancy and Misinformation Endorsement among a Sample of Native Spanish-Speakers in the US: A Cross-Sectional Study. Healthcare 2024;12(15):1545 View
  138. Béres F, Csoma R, Michaletzky T, Benczúr A. COVID Vaccine Sentiment Dashboard based on Twitter Data. Scientia et Securitas 2022;2(4):418 View
  139. Chang S, Fourney A, Horvitz E. Measuring vaccination coverage and concerns of vaccine holdouts from web search logs. Nature Communications 2024;15(1) View
  140. Yin J. Vaccine Hesitancy in Taiwan: Temporal, Multilayer Network Study of Echo Chambers Shaped by Influential Users. Online Journal of Public Health Informatics 2024;16:e55104 View
  141. Lin Z, Chen S, Su L, Liao Y, Chen H, Hu Z, Chen Z, Fang Y, Liang X, Chen J, Luo B, Wu C, Wang Z. Influences of HPV disease perceptions, vaccine accessibility, and information exposure on social media on HPV vaccination uptake among 11,678 mothers with daughters aged 9–17 years in China: a cross-sectional study. BMC Medicine 2024;22(1) View
  142. Cao H, Chen S, Liu Y, Zhang K, Fang Y, Chen H, Hu T, Zhong R, Zhou X, Wang Z. Parental Hesitancy toward Seasonal Influenza Vaccination for Children under the Age of 18 Years and Its Determinants in the Post-Pandemic Era: A Cross-Sectional Survey among 1175 Parents in China. Vaccines 2024;12(9):988 View
  143. Kunst J, Gundersen A, Krysińska I, Piasecki J, Wójtowicz T, Rygula R, van der Linden S, Morzy M. Leveraging artificial intelligence to identify the psychological factors associated with conspiracy theory beliefs online. Nature Communications 2024;15(1) View
  144. Xiao W. COVID-19 anti-vaccine misinformation discourse on Twitter: Influential roles of polarization and the 2020 US presidential election. Telematics and Informatics Reports 2024;15:100162 View
  145. Wang X, Xing Y, Zhang E, Dai Z, Li Y, Shang S, Hu J, Zhang X, Fang Q. Understanding herpes zoster vaccine hesitancy and information asymmetry: a qualitative study in China. Frontiers in Public Health 2024;12 View
  146. Unlu A, Truong S, Sawhney N, Tammi T. Unveiling the Veiled Threat: The Impact of Bots on COVID-19 Health Communication. Social Science Computer Review 2024 View
  147. Hussna A, Alam M, Islam R, Alkhamees B, Hassan M, Uddin M. Dissecting the infodemic: An in-depth analysis of COVID-19 misinformation detection on X (formerly Twitter) utilizing machine learning and deep learning techniques. Heliyon 2024;10(18):e37760 View
  148. Singh L, Bao L, Bode L, Budak C, Pasek J, Raghunathan T, Traugott M, Wang Y, Wycoff N. Understanding the rationales and information environments for early, late, and nonadopters of the COVID-19 vaccine. npj Vaccines 2024;9(1) View
  149. Kim N, Kim J. A COVID-19 Paradox of Communication, Ignorance, and Vaccination Intention. Sage Open 2024;14(3) View
  150. Weitzman E, Alegria M, Caplan A, Dowling D, Evans J, Fisher C, Jordan A, Kossowsky J, Landau M, Larson H, Levy O, Levy S, Mnookin S, Reif S, Ross J, Sherman A. Social complexity of a fentanyl vaccine to prevent opioid overdose conference proceedings: Radcliffe Institute for Advanced Study conference proceedings. Vaccine 2024:126324 View
  151. Sadat Larijani M, Eybpoosh S, Doroud D, Bavand A, Moradi L, Ashrafian F, Tajmehrabi Namini P, Zali M, Ramezani A, Oğlak S. Assessment of COVID‐19 Vaccine Impact on Women’s Menstrual Health within an 18‐Month Follow‐Up. Obstetrics and Gynecology International 2024;2024(1) View
  152. Liu Y, Zhao C, Zhang C. Understanding COVID-19 vaccine hesitancy of different regions in the post-epidemic era: A causality deep learning approach. DIGITAL HEALTH 2024;10 View
  153. Flood T, McLaughlin D, Wilson D, Hughes C, Brunelli L. An exploration of teacher and school-based nurse perceptions of current HPV education offered to students 15–16 years old in post-primary schools in Northern Ireland, UK. PLOS ONE 2024;19(10):e0311651 View
  154. Mathaisel D, Comm C. Addressing “social hesitancy” with visual marketing. Journal of Social Marketing 2024;14(3/4):483 View
  155. Bahreini R, Sardareh M, Arab-Zozani M. A scoping review of COVID-19 vaccine hesitancy: refusal rate, associated factors, and strategies to reduce. Frontiers in Public Health 2024;12 View
  156. Takahashi S, Takahashi N, Nohara M, Kawachi I. Vaccine Hesitancy and COVID-19 Risk Behaviors Associated with Social Media Use in Japan. Health Systems & Reform 2024;10(2) View
  157. Robineau T. Complot ou incompétence ? Résoudre l’incohérence dans les discours relatifs à la Covid-19. Argumentation et analyse du discours 2024;33 View
  158. Oană I, Hâncean M, Perc M, Lerner J, Mihăilă B, Geantă M, Molina J, Tincă I, Espina C. Online Media Use and COVID-19 Vaccination in Real-World Personal Networks: Quantitative Study. Journal of Medical Internet Research 2024;26:e58257 View
  159. Robineau T. Conspiracy or Incompetence? The Resolution of Inconsistencies in Discourses about Covid-19. Argumentation et analyse du discours 2024;33 View

Books/Policy Documents

  1. . COVID-19 and the Media in Sub-Saharan Africa: Media Viability, Framing and Health Communication. View
  2. Almadan A, Maher M, Windett J. Advances in Information and Communication. View
  3. Casciano M, Scales S, Horney J. The COVID-19 Response. View
  4. Dhir K, Singh P, Dwivedi Y, Sawhney S, Sawhney R. Co-creating for Context in the Transfer and Diffusion of IT. View
  5. Kekeh M, Lucero L, Akpinar-Elci M. Coronavirus (COVID-19) Outbreaks, Vaccination, Politics and Society. View
  6. Guest P, Rahmoune H. Multiplex Biomarker Techniques. View
  7. Duzen Z, Riveni M, Aktas M. Computational Science and Its Applications – ICCSA 2022 Workshops. View
  8. Zuo C, Wang C, Banerjee R. Advanced Data Mining and Applications. View
  9. Giovanini L, Gilda S, Silva M, Ceschin F, Shrestha P, Brant C, Fernandes J, Silva C, Grégio A, Oliveira D. Security and Privacy in Social Networks and Big Data. View
  10. Radwan E, Alattar E, Radwan A, Jebreen K. Communicating COVID-19. View
  11. McGowan B. Encyclopedia of Libraries, Librarianship, and Information Science. View
  12. Alhuwail D, Alhouti A. Resilient Health. View