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

Infodemiology and Infoveillance (1349) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1641) Infoveillance, Infodemiology, Digital Disease Surveillance, Infodemic Management (1041)

Published on in Vol 17, No 6 (2015): June

Associations Between Exposure to and Expression of Negative Opinions About Human Papillomavirus Vaccines on Social Media: An Observational Study

Associations Between Exposure to and Expression of Negative Opinions About Human Papillomavirus Vaccines on Social Media: An Observational Study

Associations Between Exposure to and Expression of Negative Opinions About Human Papillomavirus Vaccines on Social Media: An Observational Study

Authors of this article:

Adam G Dunn1 Author Orcid Image ;   Julie Leask2 Author Orcid Image ;   Xujuan Zhou1 Author Orcid Image ;   Kenneth D Mandl3, 4 Author Orcid Image ;   Enrico Coiera1 Author Orcid Image
Article Authors Cited by (175) Tweetations (92) Metrics

Journals

  1. Lardon J, Bellet F, Aboukhamis R, Asfari H, Souvignet J, Jaulent M, Beyens M, Lillo-LeLouët A, Bousquet C. Evaluating Twitter as a complementary data source for pharmacovigilance. Expert Opinion on Drug Safety 2018;17(8):763 View
  2. Coiera E. The cognitive health system. The Lancet 2020;395(10222):463 View
  3. Basch C, Hillyer G, Berdnik A, Basch C. YouTube™ videos related to human papillomavirus: the need for professional communication. International Journal of Adolescent Medicine and Health 2018;30(1) View
  4. Du J, Cunningham R, Xiang Y, Li F, Jia Y, Boom J, Myneni S, Bian J, Luo C, Chen Y, Tao C. Leveraging deep learning to understand health beliefs about the Human Papillomavirus Vaccine from social media. npj Digital Medicine 2019;2(1) View
  5. Teoh D, Shaikh R, Vogel R, Zoellner T, Carson L, Kulasingam S, Lou E. A Cross-Sectional Review of Cervical Cancer Messages on Twitter During Cervical Cancer Awareness Month. Journal of Lower Genital Tract Disease 2018;22(1):8 View
  6. Vrdelja M, Kraigher A, Verčič D, Kropivnik S. The growing vaccine hesitancy: exploring the influence of the internet. European Journal of Public Health 2018;28(5):934 View
  7. Perkins R, Fisher-Borne M, Brewer N. Engaging parents around vaccine confidence: proceedings from the National HPV Vaccination Roundtable meetings. Human Vaccines & Immunotherapeutics 2019;15(7-8):1639 View
  8. Paul M, Dredze M. Social Monitoring for Public Health. Synthesis Lectures on Information Concepts, Retrieval, and Services 2017;9(5):1 View
  9. Okuhara T, Ishikawa H, Okada M, Kato M, Kiuchi T. Japanese anti- versus pro-influenza vaccination websites: a text-mining analysis. Health Promotion International 2019;34(3):552 View
  10. Du J, Xu J, Song H, Liu X, Tao C. Optimization on machine learning based approaches for sentiment analysis on HPV vaccines related tweets. Journal of Biomedical Semantics 2017;8(1) View
  11. Abdar M, Zomorodi-Moghadam M, Zhou X, Gururajan R, Tao X, Barua P, Gururajan R. A new nested ensemble technique for automated diagnosis of breast cancer. Pattern Recognition Letters 2020;132:123 View
  12. Sullivan E, Sondag M, Rutter I, Meulemans W, Cunningham S, Speckmann B, Alfano M. Vulnerability in Social Epistemic Networks. International Journal of Philosophical Studies 2020;28(5):731 View
  13. Klein C, Clutton P, Polito V. Topic Modeling Reveals Distinct Interests within an Online Conspiracy Forum. Frontiers in Psychology 2018;9 View
  14. Ortiz R, Smith A, Coyne-Beasley T. A systematic literature review to examine the potential for social media to impact HPV vaccine uptake and awareness, knowledge, and attitudes about HPV and HPV vaccination. Human Vaccines & Immunotherapeutics 2019;15(7-8):1465 View
  15. Chin J, Chin C, Panday S, Ghazanfari A, Jagadeesan G, Wang Z, Ontengco A, Chang A, Liu B, Schwartz A, Caskey R. Tracking the Human Papillomavirus Vaccine Risk Misinformation: An Explorative Study to Examine How the Misinformation Has Spread in User-Generated Content. Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care 2020;9(1):312 View
  16. Zhang L, Fan H, Peng C, Rao G, Cong Q. Sentiment Analysis Methods for HPV Vaccines Related Tweets Based on Transfer Learning. Healthcare 2020;8(3):307 View
  17. Shah Z, Surian D, Dyda A, Coiera E, Mandl K, Dunn A. Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillance Study. Journal of Medical Internet Research 2019;21(11):e14007 View
  18. Huber B, Barnidge M, Gil de Zúñiga H, Liu J. Fostering public trust in science: The role of social media. Public Understanding of Science 2019;28(7):759 View
  19. Constable C, Caplan A. Comparison of the implementation of human papillomavirus and hepatitis B vaccination programs in the United States: Implications for future vaccines. Vaccine 2020;38(5):954 View
  20. Reiter P, Gerend M, Gilkey M, Perkins R, Saslow D, Stokley S, Tiro J, Zimet G, Brewer N. Advancing Human Papillomavirus Vaccine Delivery: 12 Priority Research Gaps. Academic Pediatrics 2018;18(2):S14 View
  21. Raghupathi V, Ren J, Raghupathi W. Studying Public Perception about Vaccination: A Sentiment Analysis of Tweets. International Journal of Environmental Research and Public Health 2020;17(10):3464 View
  22. Marcon A, Murdoch B, Caulfield T. Fake News Portrayals of Stem Cells and Stem Cell Research. Regenerative Medicine 2017;12(7):765 View
  23. Brosch S, de Ferran A, Newbould V, Farkas D, Lengsavath M, Tregunno P. Establishing a Framework for the Use of Social Media in Pharmacovigilance in Europe. Drug Safety 2019;42(8):921 View
  24. Davis M, Zheng K, Liu Y, Levy H. Public Response to Obamacare on Twitter. Journal of Medical Internet Research 2017;19(5):e167 View
  25. Arif N, Al-Jefri M, Bizzi I, Perano G, Goldman M, Haq I, Chua K, Mengozzi M, Neunez M, Smith H, Ghezzi P. Fake News or Weak Science? Visibility and Characterization of Antivaccine Webpages Returned by Google in Different Languages and Countries. Frontiers in Immunology 2018;9 View
  26. Smaldone F, Ippolito A, Ruberto M. The shadows know me: Exploring the dark side of social media in the healthcare field. European Management Journal 2020;38(1):19 View
  27. Amith M, Tao C. Representing vaccine misinformation using ontologies. Journal of Biomedical Semantics 2018;9(1) View
  28. Xiao X. Follow the heart or the mind? Examining cognitive and affective attitude on HPV vaccination intention. Atlantic Journal of Communication 2021;29(2):93 View
  29. Hwang J, Shah D. Health Information Sources, Perceived Vaccination Benefits, and Maintenance of Childhood Vaccination Schedules. Health Communication 2019;34(11):1279 View
  30. Chen T, Dredze M. Vaccine Images on Twitter: Analysis of What Images are Shared. Journal of Medical Internet Research 2018;20(4):e130 View
  31. Gilkey M, Mohan D, Janssen E, McRee A, Kornides M, Bridges J. Exploring variation in parental worries about HPV vaccination: a latent-class analysis. Human Vaccines & Immunotherapeutics 2019;15(7-8):1745 View
  32. Mavragani A. Infodemiology and Infoveillance: Scoping Review. Journal of Medical Internet Research 2020;22(4):e16206 View
  33. McKeever B, McKeever R, Holton A, Li J. Silent Majority: Childhood Vaccinations and Antecedents to Communicative Action. Mass Communication and Society 2016;19(4):476 View
  34. Farouk S, Sparks M. Editorial commentary: The public physician in cardiology: The solution to information pollution. Trends in Cardiovascular Medicine 2020;30(1):36 View
  35. Luisi M. From bad to worse: The representation of the HPV vaccine Facebook. Vaccine 2020;38(29):4564 View
  36. Xiao X, Wong R. Vaccine hesitancy and perceived behavioral control: A meta-analysis. Vaccine 2020;38(33):5131 View
  37. Dunn A, Mandl K, Coiera E. Social media interventions for precision public health: promises and risks. npj Digital Medicine 2018;1(1) View
  38. Sodemann M. Celebrities, cows and contagious ideas about vaccines. Scandinavian Journal of Public Health 2018;46(2):189 View
  39. Son Y, Kang H. A Text Mining Analysis of HPV Vaccination Research Trends. Child Health Nursing Research 2019;25(4):458 View
  40. Leask J. Media researchers must understand the audience too. The European Journal of Public Health 2016;26(4):534 View
  41. Surian D, Nguyen D, Kennedy G, Johnson M, Coiera E, Dunn A. Characterizing Twitter Discussions About HPV Vaccines Using Topic Modeling and Community Detection. Journal of Medical Internet Research 2016;18(8):e232 View
  42. Shapiro G, Guichon J, Prue G, Perez S, Rosberger Z. A Multiple Streams analysis of the decisions to fund gender-neutral HPV vaccination in Canada. Preventive Medicine 2017;100:123 View
  43. Massey P, Budenz A, Leader A, Fisher K, Klassen A, Yom-Tov E. What Drives Health Professionals to Tweet About #HPVvaccine? Identifying Strategies for Effective Communication. Preventing Chronic Disease 2018;15 View
  44. Massey P, Leader A, Yom-Tov E, Budenz A, Fisher K, Klassen A. Applying Multiple Data Collection Tools to Quantify Human Papillomavirus Vaccine Communication on Twitter. Journal of Medical Internet Research 2016;18(12):e318 View
  45. Luyten J, Beutels P. The Social Value Of Vaccination Programs: Beyond Cost-Effectiveness. Health Affairs 2016;35(2):212 View
  46. Delir Haghighi P, Kang Y, Buchbinder R, Burstein F, Whittle S. Investigating Subjective Experience and the Influence of Weather Among Individuals With Fibromyalgia: A Content Analysis of Twitter. JMIR Public Health and Surveillance 2017;3(1):e4 View
  47. Du J, Xu J, Song H, Tao C. Leveraging machine learning-based approaches to assess human papillomavirus vaccination sentiment trends with Twitter data. BMC Medical Informatics and Decision Making 2017;17(S2) View
  48. Brainard J, Hunter P, Hall I. An agent-based model about the effects of fake news on a norovirus outbreak. Revue d'Épidémiologie et de Santé Publique 2020;68(2):99 View
  49. Luo X, Zimet G, Shah S. A natural language processing framework to analyse the opinions on HPV vaccination reflected in twitter over 10 years (2008 - 2017). Human Vaccines & Immunotherapeutics 2019;15(7-8):1496 View
  50. Tangherlini T, Roychowdhury V, Glenn B, Crespi C, Bandari R, Wadia A, Falahi M, Ebrahimzadeh E, Bastani R. “Mommy Blogs” and the Vaccination Exemption Narrative: Results From A Machine-Learning Approach for Story Aggregation on Parenting Social Media Sites. JMIR Public Health and Surveillance 2016;2(2):e166 View
  51. Alfano M, Fard A, Carter J, Clutton P, Klein C. Technologically scaffolded atypical cognition: the case of YouTube’s recommender system. Synthese 2021;199(1-2):835 View
  52. Francia M, Gallinucci E, Golfarelli M. Social BI to understand the debate on vaccines on the Web and social media: unraveling the anti-, free, and pro-vax communities in Italy. Social Network Analysis and Mining 2019;9(1) View
  53. Waters E, Wheeler C, Hamilton J. How Are Information Seeking, Scanning, and Processing Related to Beliefs About the Roles of Genetics and Behavior in Cancer Causation?. Journal of Health Communication 2016;21(sup2):6 View
  54. John R, Finnell K, Kerby D, Owen J, Hansen K. Reactions to a Low-Fat Milk Social Media Intervention in the US: The Choose 1% Milk Campaign. Beverages 2017;3(4):47 View
  55. Milani E, Weitkamp E, Webb P. The Visual Vaccine Debate on Twitter: A Social Network Analysis. Media and Communication 2020;8(2):364 View
  56. Mueller-Herbst J, Xenos M, Scheufele D, Brossard D. Saw It on Facebook: The Role of Social Media in Facilitating Science Issue Awareness. Social Media + Society 2020;6(2) View
  57. Moran M, Lucas M, Everhart K, Morgan A, Prickett E. What makes anti-vaccine websites persuasive? A content analysis of techniques used by anti-vaccine websites to engender anti-vaccine sentiment. Journal of Communication in Healthcare 2016;9(3):151 View
  58. Donzelli G, Palomba G, Federigi I, Aquino F, Cioni L, Verani M, Carducci A, Lopalco P. Misinformation on vaccination: A quantitative analysis of YouTube videos. Human Vaccines & Immunotherapeutics 2018;14(7):1654 View
  59. Deiner M, Fathy C, Kim J, Niemeyer K, Ramirez D, Ackley S, Liu F, Lietman T, Porco T. Facebook and Twitter vaccine sentiment in response to measles outbreaks. Health Informatics Journal 2019;25(3):1116 View
  60. Brewer N, Chapman G, Rothman A, Leask J, Kempe A. Increasing Vaccination: Putting Psychological Science Into Action. Psychological Science in the Public Interest 2017;18(3):149 View
  61. Amith M, Cohen T, Cunningham R, Savas L, Smith N, Cuccaro P, Gabay E, Boom J, Schvaneveldt R, Tao C. Mining HPV Vaccine Knowledge Structures of Young Adults From Reddit Using Distributional Semantics and Pathfinder Networks. Cancer Control 2020;27(1) View
  62. MacDonald N, Butler R, Dubé E. Addressing barriers to vaccine acceptance: an overview. Human Vaccines & Immunotherapeutics 2018;14(1):218 View
  63. Suragh T, Lamprianou S, MacDonald N, Loharikar A, Balakrishnan M, Benes O, Hyde T, McNeil M. Cluster anxiety-related adverse events following immunization (AEFI): An assessment of reports detected in social media and those identified using an online search engine. Vaccine 2018;36(40):5949 View
  64. Margolis M, Brewer N, Shah P, Calo W, Gilkey M. Stories about HPV vaccine in social media, traditional media, and conversations. Preventive Medicine 2019;118:251 View
  65. McDonald L, Malcolm B, Ramagopalan S, Syrad H. Real-world data and the patient perspective: the PROmise of social media?. BMC Medicine 2019;17(1) View
  66. Liao Q, Lam W, Wong C, Lam C, Chen J, Fielding R. The relative effects of determinants on Chinese adults’ decision for influenza vaccination choice: What is the effect of priming?. Vaccine 2019;37(30):4124 View
  67. Zhang R, Fu J. Linking Network Characteristics of Online Social Networks to Individual Health: A Systematic Review of Literature. Health Communication 2021;36(12):1549 View
  68. Dyda A, Shah Z, Surian D, Martin P, Coiera E, Dey A, Leask J, Dunn A. HPV vaccine coverage in Australia and associations with HPV vaccine information exposure among Australian Twitter users. Human Vaccines & Immunotherapeutics 2019;15(7-8):1488 View
  69. Ward J, Peretti-Watel P, Verger P. Vaccine criticism on the internet: Propositions for future research. Human Vaccines & Immunotherapeutics 2016:1 View
  70. Covolo L, Ceretti E, Passeri C, Boletti M, Gelatti U. What arguments on vaccinations run through YouTube videos in Italy? A content analysis. Human Vaccines & Immunotherapeutics 2017;13(7):1693 View
  71. Gunaratne K, Coomes E, Haghbayan H. Temporal trends in anti-vaccine discourse on Twitter. Vaccine 2019;37(35):4867 View
  72. Ghenai A, Mejova Y. Fake Cures. Proceedings of the ACM on Human-Computer Interaction 2018;2(CSCW):1 View
  73. dos Santos B, Steiner M, Fenerich A, Lima R. Data mining and machine learning techniques applied to public health problems: A bibliometric analysis from 2009 to 2018. Computers & Industrial Engineering 2019;138:106120 View
  74. Dunn A, Surian D, Dalmazzo J, Rezazadegan D, Steffens M, Dyda A, Leask J, Coiera E, Dey A, Mandl K. Limited Role of Bots in Spreading Vaccine-Critical Information Among Active Twitter Users in the United States: 2017–2019. American Journal of Public Health 2020;110(S3):S319 View
  75. Massey P, Kearney M, Hauer M, Selvan P, Koku E, Leader A. Dimensions of Misinformation About the HPV Vaccine on Instagram: Content and Network Analysis of Social Media Characteristics. Journal of Medical Internet Research 2020;22(12):e21451 View
  76. Guess A, Nyhan B, O’Keeffe Z, Reifler J. The sources and correlates of exposure to vaccine-related (mis)information online. Vaccine 2020;38(49):7799 View
  77. Chang C, Monselise M, Yang C. What Are People Concerned About During the Pandemic? Detecting Evolving Topics about COVID-19 from Twitter. Journal of Healthcare Informatics Research 2021;5(1):70 View
  78. Kumar S, Xu C, Ghildayal N, Chandra C, Yang M. Social media effectiveness as a humanitarian response to mitigate influenza epidemic and COVID-19 pandemic. Annals of Operations Research 2022;319(1):823 View
  79. Featherstone J, Zhang J. Feeling angry: the effects of vaccine misinformation and refutational messages on negative emotions and vaccination attitude. Journal of Health Communication 2020;25(9):692 View
  80. Spanos K, Kraschnewski J, Moss J, Wong A, Calo W. Parent support for social media standards combatting vaccine misinformation. Vaccine 2021;39(9):1364 View
  81. Pan S, Zhang D, Zhang J. Caught in the Crossfire: How Contradictory Information and Norms on Social Media Influence Young Women’s Intentions to Receive HPV Vaccination in the United States and China. Frontiers in Psychology 2020;11 View
  82. Rodríguez-González A, Tuñas J, Prieto Santamaría L, Fernández Peces-Barba D, Menasalvas Ruiz E, Jaramillo A, Cotarelo M, Conejo Fernández A, Arce A, Gil A. Identifying Polarity in Tweets from an Imbalanced Dataset about Diseases and Vaccines Using a Meta-Model Based on Machine Learning Techniques. Applied Sciences 2020;10(24):9019 View
  83. Lama Y, Quinn S, Nan X, Cruz-Cano R. Social media use and human papillomavirus awareness and knowledge among adults with children in the household: examining the role of race, ethnicity, and gender. Human Vaccines & Immunotherapeutics 2021;17(4):1014 View
  84. Luisi M. From bad to worse II: Risk amplification of the HPV vaccine on Facebook. Vaccine 2021;39(2):303 View
  85. Suarez-Lledo V, Alvarez-Galvez J. Prevalence of Health Misinformation on Social Media: Systematic Review. Journal of Medical Internet Research 2021;23(1):e17187 View
  86. Injadat M, Moubayed A, Nassif A, Shami A. Machine learning towards intelligent systems: applications, challenges, and opportunities. Artificial Intelligence Review 2021;54(5):3299 View
  87. Argyris Y, Kim Y, Song W, Roscizewski A. Maternal Engagement with Vaccine-Skeptical and Advocating Content on Social Media and Their Adolescent Children’s HPV Vaccination Rates: A Web- and Mobile-Based Survey among US Mothers of Adolescents (Preprint). JMIR Pediatrics and Parenting 2020 View
  88. Karafillakis E, Martin S, Simas C, Olsson K, Takacs J, Dada S, Larson H. Methods for Social Media Monitoring Related to Vaccination: Systematic Scoping Review. JMIR Public Health and Surveillance 2021;7(2):e17149 View
  89. Du J, Luo C, Shegog R, Bian J, Cunningham R, Boom J, Poland G, Chen Y, Tao C. Use of Deep Learning to Analyze Social Media Discussions About the Human Papillomavirus Vaccine. JAMA Network Open 2020;3(11):e2022025 View
  90. Luo C, Shang J, Zhu Y. Internet as a context: Exploring its impacts on scientific optimism in China. Information Development 2022;38(2):310 View
  91. Smith T, Reiss D. Digging the rabbit hole, COVID-19 edition: anti-vaccine themes and the discourse around COVID-19. Microbes and Infection 2020;22(10):608 View
  92. Hernández-García I, Giménez-Júlvez T. YouTube as a Source of Influenza Vaccine Information in Spanish. International Journal of Environmental Research and Public Health 2021;18(2):727 View
  93. You S, Jang E, Kim M, Lee M, Kang Y, Lee J, Eom J, Jung S. Change Point Analysis for Detecting Vaccine Safety Signals. Vaccines 2021;9(3):206 View
  94. Silvert C, Warner L, Loizzo J, Shellhouse J. Social media split testing and message framing: Emerging capacities to encourage residential water conservation. Applied Environmental Education & Communication 2021;20(4):334 View
  95. Sundstrom B, Cartmell K, White A, Russo N, Well H, Pierce J, Brandt H, Roberts J, Ford M. HPV Vaccination Champions: Evaluating a Technology-Mediated Intervention for Parents. Frontiers in Digital Health 2021;3 View
  96. Allington D, McAndrew S, Moxham-Hall V, Duffy B. Media usage predicts intention to be vaccinated against SARS-CoV-2 in the US and the UK. Vaccine 2021;39(18):2595 View
  97. Borah P, Kim S, Xiao X, Lee D. Correcting misinformation using theory-driven messages: HPV vaccine misperceptions, information seeking, and the moderating role of reflection. Atlantic Journal of Communication 2022;30(3):316 View
  98. Cataldi J, O'Leary S, Markowitz L, Allison M, Crane L, Hurley L, Brtnikova M, Beaty B, Gorman C, Meites E, Lindley M, Kempe A. Changes in Strength of Recommendation and Perceived Barriers to Human Papillomavirus Vaccination: Longitudinal Analysis of Primary Care Physicians, 2008-2018. The Journal of Pediatrics 2021;234:149 View
  99. To Q, To K, Huynh V, Nguyen N, Ngo D, Alley S, Tran A, Tran A, Pham N, Bui T, Vandelanotte C. Applying Machine Learning to Identify Anti-Vaccination Tweets during the COVID-19 Pandemic. International Journal of Environmental Research and Public Health 2021;18(8):4069 View
  100. Koskan A, Cantley A, Li R, Silvestro K, Helitzer D. College Students’ Digital Media Preferences for future HPV Vaccine Campaigns. Journal of Cancer Education 2022;37(6):1743 View
  101. Allington D, McAndrew S, Moxham-Hall V, Duffy B. Coronavirus conspiracy suspicions, general vaccine attitudes, trust and coronavirus information source as predictors of vaccine hesitancy among UK residents during the COVID-19 pandemic. Psychological Medicine 2023;53(1):236 View
  102. Argyris Y, Monu K, Tan P, Aarts C, Jiang F, Wiseley K. Using Machine Learning to Compare Provaccine and Antivaccine Discourse Among the Public on Social Media: Algorithm Development Study. JMIR Public Health and Surveillance 2021;7(6):e23105 View
  103. Nigussie H. The Coronavirus Intervention in Ethiopia and the Challenges for Implementation. Frontiers in Communication 2021;6 View
  104. Limaye R, Holroyd T, Blunt M, Jamison A, Sauer M, Weeks R, Wahl B, Christenson K, Smith C, Minchin J, Gellin B. Social media strategies to affect vaccine acceptance: a systematic literature review. Expert Review of Vaccines 2021;20(8):959 View
  105. Colón-López V, Rivera-Figueroa V, Arroyo-Morales G, Medina-Laabes D, Soto-Abreu R, Rivera-Encarnación M, Díaz-Miranda O, Ortiz A, Wells K, Vázquez-Otero C, Hull P. Content analysis of digital media coverage of the human papillomavirus vaccine school-entry requirement policy in Puerto Rico. BMC Public Health 2021;21(1) View
  106. Massey P, Togo E, Chiang S, Klassen A, Rose M, Manganello J, Leader A. Identifying HPV vaccine narrative communication needs among parents on social media. Preventive Medicine Reports 2021;23:101488 View
  107. Xiao X, Su Y. Integrating Reasoned Action Approach and Message Sidedness in the Era of Misinformation: The Case of HPV Vaccination Promotion. Journal of Health Communication 2021:1 View
  108. Tomaszewski T, Morales A, Lourentzou I, Caskey R, Liu B, Schwartz A, Chin J. Identifying False Human Papillomavirus (HPV) Vaccine Information and Corresponding Risk Perceptions From Twitter: Advanced Predictive Models. Journal of Medical Internet Research 2021;23(9):e30451 View
  109. Pivovarova O, Kuraeva V. International aspects of anti-vaccination attitude: implications for public health (literature review). HEALTH CARE OF THE RUSSIAN FEDERATION 2022;66(6):542 View
  110. Llavona-Ortiz J, Spanos K, Kraschnewski J, D’Souza G, Myrick J, Sznajder K, Calo W. Associations Between Human Papillomavirus Vaccine Decisions and Exposure to Vaccine Information in Social Media. Cancer Control 2022;29 View
  111. Kohanovski I, Obolski U, Ram Y. Inferring the effective start dates of non-pharmaceutical interventions during COVID-19 outbreaks. International Journal of Infectious Diseases 2022;117:361 View
  112. Shaw G, Zimmerman M, Vasquez-Huot L, Karami A. Deciphering Latent Health Information in Social Media Using a Mixed-Methods Design. Healthcare 2022;10(11):2320 View
  113. Yeung A, Tosevska A, Klager E, Eibensteiner F, Tsagkaris C, Parvanov E, Nawaz F, Völkl-Kernstock S, Schaden E, Kletecka-Pulker M, Willschke H, Atanasov A. Medical and Health-Related Misinformation on Social Media: Bibliometric Study of the Scientific Literature. Journal of Medical Internet Research 2022;24(1):e28152 View
  114. Schellack N, Strydom M, Pepper M, Herd C, Hendricks C, Bronkhorst E, Meyer J, Padayachee N, Bangalee V, Truter I, Ellero A, Myaka T, Naidoo E, Godman B. Social Media and COVID-19—Perceptions and Public Deceptions of Ivermectin, Colchicine and Hydroxychloroquine: Lessons for Future Pandemics. Antibiotics 2022;11(4):445 View
  115. Osborne M, Kenah E, Lancaster K, Tien J. Catch the tweet to fight the flu: Using Twitter to promote flu shots on a college campus. Journal of American College Health 2023;71(8):2470 View
  116. Qin L, Zhang X, Wu A, Miser J, Liu Y, Hsu J, Shia B, Ye L. Association Between Social Media Use and Cancer Screening Awareness and Behavior for People Without a Cancer Diagnosis: Matched Cohort Study. Journal of Medical Internet Research 2021;23(8):e26395 View
  117. Bhagavathula A, Massey P. Google Trends on Human Papillomavirus Vaccine Searches in the United States From 2010 to 2021: Infodemiology Study. JMIR Public Health and Surveillance 2022;8(8):e37656 View
  118. Christou-Ergos M, Wiley K, Leask J, Shapiro G. Traumatic Events and Vaccination Decisions: A Systematic Review. Vaccines 2022;10(6):911 View
  119. Ganie A, Mukhter I. Misinformation induced anxieties and fear affecting vaccination programs. Journal of Family Medicine and Primary Care 2022;11(1):405 View
  120. Sonawane K, Zhu Y, Lin Y, Damgacioglu H, Lin Y, Montealegre J, Deshmukh A. HPV Vaccine Recommendations and Parental Intent. Pediatrics 2021;147(3) View
  121. Fuss T, Devera J, Pierre-Joseph N, Perkins R. Attitudes and Communication Preferences for Vaccines among Pregnant Women Receiving Care at a Safety-net Hospital. Women's Health Issues 2022;32(1):67 View
  122. Kornides M, Badlis S, Head K, Putt M, Cappella J, Gonzalez-Hernadez G. Exploring content of misinformation about HPV vaccine on twitter. Journal of Behavioral Medicine 2023;46(1-2):239 View
  123. Calabro' G, Carini E, Tognetto A, Giacchetta I, Bonanno E, Mariani M, Ricciardi W, de Waure C. The Value(s) of Vaccination: Building the Scientific Evidence According to a Value-Based Healthcare Approach. Frontiers in Public Health 2022;10 View
  124. Ritschl V, Eibensteiner F, Mosor E, Omara M, Sperl L, Nawaz F, Siva Sai C, Cenanovic M, Devkota H, Hribersek M, De R, Klager E, Schaden E, Kletecka-Pulker M, Völkl-Kernstock S, Willschke H, Aufricht C, Atanasov A, Stamm T. Mandatory Vaccination Against COVID-19: Twitter Poll Analysis on Public Health Opinion. JMIR Formative Research 2022;6(6):e35754 View
  125. Ojea Quintana I, Reimann R, Cheong M, Alfano M, Klein C, Kermani H. Polarization and trust in the evolution of vaccine discourse on Twitter during COVID-19. PLOS ONE 2022;17(12):e0277292 View
  126. Christou-Ergos M, Wiley K, Leask J. Willingness to receive a vaccine is influenced by adverse events following immunisation experienced by others. Vaccine 2023;41(1):246 View
  127. Shay L, Baldwin A, Betts A, Marks E, Higashi R, Street R, Persaud D, Tiro J. Parent-Provider Communication of HPV Vaccine Hesitancy. Pediatrics 2018;141(6) View
  128. Kim S, Schiffelbein J, Imset I, Olson A. Countering Antivax Misinformation via Social Media: Message-Testing Randomized Experiment for Human Papillomavirus Vaccination Uptake. Journal of Medical Internet Research 2022;24(11):e37559 View
  129. PAK GÜRE M, KARATAŞ M, BAŞCILLAR M. “HPV Aşısı Haktır”: Halk Sağlığı Sosyal Hizmeti Perspektifinden HPV İle İlgili Tweetlerin Analizi. Toplum ve Sosyal Hizmet 2022;33(3):955 View
  130. Smith J, Braithwaite J, O’Brien T, Smith S, Tyrrell V, Mould E, Long J, Rapport F. Re-Imagining the Data Collection and Analysis Research Process by Proposing a Rapid Qualitative Data Collection and Analytic Roadmap Applied to the Dynamic Context of Precision Medicine. International Journal of Qualitative Methods 2022;21 View
  131. Ock H, Seong M, Kim I. Adapting and Validating the COVID-19 Vaccine Hesitancy and Vaccine Conspiracy Beliefs Scales in Korea. Healthcare 2022;10(11):2274 View
  132. Benoit S, Mauldin R. The “anti-vax” movement: a quantitative report on vaccine beliefs and knowledge across social media. BMC Public Health 2021;21(1) View
  133. Borah P, Su Y, Xiao X, Lai Lee D. Incidental news exposure and COVID-19 misperceptions: A moderated-mediation model. Computers in Human Behavior 2022;129:107173 View
  134. Oh S, Lee C, Park A. Trust Matters: The Effects of Social Media Use on the Public’s Health Policy Support Through (mis)beliefs in the Context of HPV Vaccination. Health Communication 2023;38(12):2628 View
  135. Melchior C, Oliveira M. Health-related fake news on social media platforms: A systematic literature review. New Media & Society 2022;24(6):1500 View
  136. Choi J, Tamí-Maury I, Cuccaro P, Kim S, Markham C. Digital Health Interventions to Improve Adolescent HPV Vaccination: A Systematic Review. Vaccines 2023;11(2):249 View
  137. Kempe A, O’Leary S, Markowitz L, Crane L, Hurley L, Brtnikova M, Beaty B, Meites E, Stokley S, Lindley M. HPV Vaccine Delivery Practices by Primary Care Physicians. Pediatrics 2019;144(4) View
  138. Teplinsky E, Ponce S, Drake E, Garcia A, Loeb S, van Londen G, Teoh D, Thompson M, Schapira L. Online Medical Misinformation in Cancer: Distinguishing Fact From Fiction. JCO Oncology Practice 2022;18(8):584 View
  139. 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
  140. Paramés-Estévez S, Carballosa A, Garcia-Selfa D, Munuzuri A. Artificial Intelligence Techniques Used to Extract Relevant Information from Complex Social Networks. Entropy 2023;25(3):507 View
  141. Berkowitz H, Vann J. Strategies to Address COVID-19 Vaccine and Pregnancy Myths. MCN: The American Journal of Maternal/Child Nursing 2023;48(4):215 View
  142. Boucher J, Kim S, Jessiman-Perreault G, Edwards J, Smith H, Frenette N, Badami A, Scott L. HPV vaccine narratives on Twitter during the COVID-19 pandemic: a social network, thematic, and sentiment analysis. BMC Public Health 2023;23(1) View
  143. Sano Y, Hori A, Kolahi J. 12-year observation of tweets about rubella in Japan: A retrospective infodemiology study. PLOS ONE 2023;18(5):e0285101 View
  144. Martínez-Martinez L, González J, Cambra U. Preferences of Young People in the Use of Facebook as a Health Education Tool for HPV. European Journal of Interdisciplinary Studies 2023;9(2):75 View
  145. Kopsco H, Krell R, Mather T, Connally N. Identifying Trusted Sources of Lyme Disease Prevention Information Among Internet Users Connected to Academic Public Health Resources: Internet-Based Survey Study. JMIR Formative Research 2023;7:e43516 View
  146. Lim H, Ng C, Abdullah A, Dunn A. How do patients with high cardiovascular risk evaluate online health information? A qualitative study. BMC Primary Care 2023;24(1) View
  147. Campbell H, Paterson P, Letley L, Saliba V, Mounier-Jack S, Yarwood J. Vaccination, information and parental confidence in the digital age in England. Vaccine: X 2023;14:100345 View
  148. Alghalyini B, Garatli T, Hamoor R, Ibrahim L, Elmehallawy Y, Hamze D, Abbara Z, Zaidi A. Hesitance and Misconceptions about the Annual Influenza Vaccine among the Saudi Population Post-COVID-19. Vaccines 2023;11(10):1595 View
  149. Alkış Küçükaydın M, Esen S, Gürbüzer S. Did we trust in science during the COVID‐19 pandemic? Modeling the relationship between trust, awareness, and conspiracy theories. Applied Cognitive Psychology 2023;37(6):1266 View
  150. Tay W, Bewley A, Maul J, Oon H. Attitudes towards COVID Vaccine and Vaccine Hesitancy in Dermatology: A Narrative Review. Vaccines 2023;11(8):1365 View
  151. Dunn A, Purnat T, Ishizumi A, Nguyen T, Briand S. Measuring the burden of infodemics with a research toolkit for connecting information exposure, trust, and health behaviours. Archives of Public Health 2023;81(1) View
  152. Terada M, Okuhara T, Nagasawa T, Okada H, Goto E, Kiuchi T. Public perception of the resumption of HPV vaccine recommendation in Japan: Twitter content analysis. Health Promotion International 2023;38(6) View
  153. Khan S, Biswas M, Shah Z. Longitudinal analysis of behavioral factors and techniques used to identify vaccine hesitancy among Twitter users: Scoping review. Human Vaccines & Immunotherapeutics 2023;19(3) View
  154. Paul J, Zhang M, Yang M, Xu C. Improving disaster relief plans for hurricanes with social media. Journal of the Operational Research Society 2024;75(10):1965 View
  155. Naseem U, Rashid J, Ali L, Kim J, Haq Q, Awan M, Imran M. An Automatic Detection of Breast Cancer Diagnosis and Prognosis Based on Machine Learning Using Ensemble of Classifiers. IEEE Access 2022;10:78242 View
  156. Kosic A, Kana Kenfack C, Dionisi E. The relationship between populism and attitudes on vaccine against COVID‐19: Trust in institutions as a moderation factor. Analyses of Social Issues and Public Policy 2024;24(1):150 View
  157. 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
  158. Shapiro G, Surian D, Dunn A, Perry R, Kelaher M. Comparing human papillomavirus vaccine concerns on Twitter: a cross-sectional study of users in Australia, Canada and the UK. BMJ Open 2017;7(10):e016869 View
  159. 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
  160. Smith S, Sivertsen N, Lines L, De Bellis A. Exploring social media influences on vaccine decision-making in parents: a netnography. Therapeutic Advances in Vaccines and Immunotherapy 2024;12 View

Books/Policy Documents

  1. Malagón T, Franco E. Recurrent Respiratory Papillomatosis. View
  2. Zhang H, Wheldon C, Tao C, Dunn A, Guo Y, Huo J, Bian J. Social Web and Health Research. View
  3. Köteles F. Body Sensations. View
  4. Hoffman B, Sidani J, Burke J, Chu K, Felter E. Vaccine Communication Online. View
  5. Wang Y, Thier K, Nan X. Vaccine Communication Online. View
  6. Tay W, Bewley A, Maul J, Oon H. COVID-19 in Dermatology. View