Assessing Vaccination Sentiments with Online Social Media: Implications for Infectious Disease Dynamics and Control

Cited by (527)

Items 101–200 of 527

1. Social connectedness and engagement in preventive health services: an analysis of data from a prospective cohort study
   Mai Stafford, Christian von Wagner, Sarah M. Perman, Jayne Taylor, Diana J. Kuh, Jessica Sheringham · 2018 · The Lancet Public Health
2. Mind the Scales: Harnessing Spatial Big Data for Infectious Disease Surveillance and Inference
   Elizabeth C. Lee, Jason Asher, Sandra Goldlust, John D. Kraemer, Andrew B Lawson, Shweta Bansal · 2016 · The Journal of Infectious Diseases
3. Middle East respiratory syndrome risk perception among students at a university in South Korea, 2015
   Seongwoo Yang, Sung‐Il Cho · 2017 · American Journal of Infection Control
4. Real-world data and the patient perspective: the PROmise of social media?
   Laura McDonald, Bill Malcolm, Sreeram V Ramagopalan, Hayley Syrad · 2019 · BMC Medicine
5. Enhancing Seasonal Influenza Surveillance: Topic Analysis of Widely Used Medicinal Drugs Using Twitter Data
   Ireneus Kagashe, Zhijun Yan, Imran Suheryani · 2017 · Journal of Medical Internet Research
6. Pro-Vaxxers Get Out: Anti-Vaccination Advocates Influence Undecided First-Time, Pregnant, and New Mothers on Facebook
   Bradshaw, Amanda S., Shelton, Summer S., Wollney, Easton, Treise, Debbie, Auguste, Kendra · 2021 · Health Communication
7. Incentives' Effect in Influenza Vaccination Policy
   Dan Yamin, Arieh Gavious B · 2013 · Management Science
8. Dueling biological and social contagions
   Feng Fu, Nicholas A. Christakis, James H. Fowler · 2017 · Scientific Reports
9. The Effect of Vaccine Literacy on Parental Trust and Intention to Vaccinate after a Major Vaccine Scandal
   Xiaomin Wang, Xudong Zhou, Leesa K. Lin, Sarah Mantwill · 2018 · Journal of Health Communication
10. Large-scale machine learning of media outlets for understanding public reactions to nation-wide viral infection outbreaks
    Sungwoon Choi, Jangho Lee, Min‐Gyu Kang, Hyeyoung Min, Yoon‐Seok Chang, Sungroh Yoon · 2017 · Methods
11. Using social connection information to improve opinion mining: Identifying negative sentiment about HPV vaccines on Twitter
    Xujuan Zhou, Enrico W Coiera, Guy Tsafnat, Diana Arachi, Ong Mei-Sing, Adam G. Dunn · 2015 · Studies in health technology and informatics
12. Mining Social Media Data for Biomedical Signals and Health-Related Behavior
    Rion Brattig Correia, Ian B. Wood, Johan Bollen, Luis Mateus Rocha · 2020 · Annual Review of Biomedical Data Science
13. Sentiment in nursing notes as an indicator of out-of-hospital mortality in intensive care patients
    Ian Waudby-Smith, Nam Tran, Joel A. Dubin, Joon Lee · 2018 · PLoS ONE
14. Crowdbreaks: Tracking Health Trends Using Public Social Media Data and Crowdsourcing
    Martin Müller, Marcel Salathé · 2019 · Frontiers in Public Health
15. Uncertainty in geospatial health: challenges and opportunities ahead
    Eric M. Delmelle, Michael R. Desjardins, Paul H. Jung, Claudio Owusu, Yu Lan, Alexander Hohl, Coline C. Dony · 2021 · Annals of Epidemiology
16. From social media to public health surveillance: Word embedding based clustering method for twitter classification
    Xiangfeng Dai, Marwan U. Bikdash, Bradley Meyer · 2017 · IEEE SoutheastCon
17. Social Monitoring for Public Health
    M. Paul, Mark Dredze · 2017 · Synthesis Lectures on Information Concepts Retrieval and Services
18. Identifying Adverse Effects of HIV Drug Treatment and Associated Sentiments Using Twitter
    C. Adrover, Todd J. Bodnar, Zhuojie Huang, Amalio Telenti, Marcel Salathé · 2015 · JMIR Public Health and Surveillance
19. Mining Student-Generated Textual Data In MOOCS and Quantifying Their Effects on Student Performance and Learning Outcomes
    Conrad S. Tucker, Barton K. Pursel, Anna Divinsky · 2020 · ASEE Annual Conference & Exposition
20. Plandemic Revisited: A Product of Planned Disinformation Amplifying the COVID-19 “infodemic”
    Shahin Nazar, Toine Pieters · 2021 · Frontiers in Public Health
21. Mining Twitter data for influenza detection and surveillance
    Kenny Byrd, Alisher Mansurov, Olga Baysal · 2016 · IEEE/ACM International Workshop on Software Engineering for Healthcare (SEH)
22. “Okay, We Get It. You Vape”: An Analysis of Geocoded Content, Context, and Sentiment regarding E-Cigarettes on Twitter
    Lourdes S. Martinez, Sharon Hughes, Eric R. Buhi, Ming‐Hsiang Tsou · 2018 · Journal of Health Communication
23. Relationship Between COVID-19 Information Sources and Attitudes in Battling the Pandemic Among the Malaysian Public: Cross-Sectional Survey Study
    Emma Mirza Wati Mohamad, Jen Sern Tham, Suffian Hadi Ayub, Mohammad Rezal Hamzah, Hasrul Hashim, Arina Anis Azlan · 2020 · Journal of Medical Internet Research
24. Validating models for disease detection using twitter
    Todd J. Bodnar, Marcel Salathé · 2013 · International World Wide Web Conference (WWW)
25. COVID-19 Vaccine and Social Media in the U.S.: Exploring Emotions and Discussions on Twitter
    Amir Karami, Michael Zhu, Bailey Goldschmidt, Hannah R. Boyajieff, Mahdi M. Najafabadi · 2021 · Vaccines
26. Media and public reactions toward vaccination during the ‘hepatitis B vaccine crisis’ in China
    Bin Chen, Jueman Zhang, Zhenggang Jiang, Jian Shao, Tao Jiang, Zhengting Wang, Kui Liu, Siliang Tang, Hua Gu, Jianmin Jiang · 2015 · Vaccine
27. Geo-social visual analytics
    Wei Ping Luo, Alan M. MacEachren · 2014 · Journal of Spatial Information Science
28. Automatically Appraising the Credibility of Vaccine-Related Web Pages Shared on Social Media: A Twitter Surveillance Study
    Zubair Shah, Didi Surian, Amalie Dyda, Enrico W Coiera, Kenneth D. Mandl, Adam G. Dunn · 2019 · Journal of Medical Internet Research
29. Vaccine hesitancy and Web 2.0: Exploring how attitudes and beliefs about influenza vaccination are exchanged in online threaded user comments
    Samantha B. Meyer, Richard Violette, Reenika Aggarwal, Michelle Simeoni, Heather Anne MacDougall, Nancy M. Waite · 2019 · Vaccine
30. Comparison of the implementation of human papillomavirus and hepatitis B vaccination programs in the United States: Implications for future vaccines
    Catherine Constable, Arthur L. Caplan · 2019 · Vaccine
31. What makes people talk about antibiotics on social media? A retrospective analysis of Twitter use
    Oliver James Dyar, Enrique Castro‐Sánchez, Alison Helen Holmes · 2014 · Journal of Antimicrobial Chemotherapy
32. A belief-based model for characterizing the spread of awareness and its impacts on individuals' vaccination decisions
    Shang Xia, Jiming Liu · 2014 · Journal of The Royal Society Interface
33. Digital Data Sources and Their Impact on People's Health: A Systematic Review of Systematic Reviews
    Lan Li, David Novillo-Ortiz, Natasha Azzopardi Muscat, Patty Kostkova · 2021 · Frontiers in Public Health
34. Disease surveillance data sharing for public health: the next ethical frontiers
    Patty Kostkova · 2018 · Life Sciences Society and Policy
35. Review of Twitter for Infectious Diseases Clinicians: Useful or a Waste of Time?
    Debra A. Goff, Ravina Kullar, Jason G. Newland · 2015 · Clinical Infectious Diseases
36. Digital Epidemiology: Use of Digital Data Collected for Non-epidemiological Purposes in Epidemiological Studies
    Hyeoun‐Ae Park, Hyesil Jung, Jeongah On, Seul Ki Park, Hannah Kang · 2018 · Healthcare Informatics Research
37. Social Media and Twitter Data Quality for New Social Indicators
    Camilla Salvatore, Silvia Biffignandi, Annamaria Bianchi · 2020 · Social Indicators Research
38. Can Digital Tools Be Used for Improving Immunization Programs?
    Alberto Eugenio Tozzi, Francesco Gesualdo, Angelo D’Ambrosio, Elisabetta Pandolfi, Eleonora Agricola, Pier Luigi Lopalco · 2016 · Frontiers in Public Health
39. Public Perception Analysis of Tweets During the 2015 Measles Outbreak: Comparative Study Using Convolutional Neural Network Models
    Jingcheng Du, Lu Tang, Yang Xiang, Degui Zhi, Jun Mei Xu, Hsing-Yi Song, Cui Tao · 2018 · Journal of Medical Internet Research
40. Public Perceptions of COVID-19 Vaccines: Policy Implications from US Spatiotemporal Sentiment Analytics
    G. G. Md. Nawaz Ali, Md. Mokhlesur Rahman, Md. Amjad Hossain, Md. Shahinoor Rahman, Kamal Chandra Paul, Jean‐Claude Thill, Jim Samuel · 2021 · Healthcare
41. Using Social Media to Perform Local Influenza Surveillance in an Inner-City Hospital: A Retrospective Observational Study
    David André Broniatowski, Mark H. Dredze, Michael J. Paul, Andrea Freyer Dugas · 2015 · JMIR Public Health and Surveillance
42. Use of Deep Learning to Analyze Social Media Discussions About the Human Papillomavirus Vaccine
    Jingcheng Du, Chongliang Luo, Ross Shegog, Jiang Bian, Rachel M Cunningham, Julie A. Boom, Gregory A. Poland, Yong Chen, Cui Tao · 2020 · JAMA Network Open
43. Social media effectiveness as a humanitarian response to mitigate influenza epidemic and COVID-19 pandemic
    Sameer Kumar, Chong Xu, Nidhi Ghildayal, Charu Chandra, Muer Yang · 2021 · Annals of Operations Research
44. Social Monitoring for Public Health
    Michael J. Paul, Mark H. Dredze · 2017 · Synthesis lectures on information concepts, retrieval, and services
45. Harnessing Big Data for Health Care and Research: Are Urologists Ready?
    Khurshid Ridwan Ghani, Kai Zheng, John Thomas Wei, Charles P. Friedman · 2014 · European Urology
46. Sentiment Analysis Methods for HPV Vaccines Related Tweets Based on Transfer Learning
    Li Zhang, Haimeng Fan, Chengxia Peng, Guozheng Rao, Qing Cong · 2020 · Healthcare
47. Arguments and sources on Italian online forums on childhood vaccinations: Results of a content analysis
    Marta Fadda, Ahmed Allam, Peter Johannes Schulz · 2015 · Vaccine
48. Scientometric trends for coronaviruses and other emerging viral infections
    Dima Kagan, Jacob Moran‐Gilad, Michael Fire · 2020 · GigaScience
49. Antismoking campaign videos on YouTube and audience response: Application of social media assessment metrics
    Jae Eun Chung · 2015 · Computers in Human Behavior
50. Determinants of Infodemics During Disease Outbreaks: A Systematic Review
    Javier Álvarez‐Gálvez, Víctor Suárez-Lledó, Antonio Rojas‐García · 2021 · Frontiers in Public Health
51. How much does word sense disambiguation help in sentiment analysis of micropost data?
    Chiraag Sumanth, Diana Zaiu Inkpen · 2015 · Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA)
52. Footprints of Fascination: Digital Traces of Public Engagement with Particle Physics on CERN's Social Media Platforms
    Kate Kahle, Aviv J. Sharon, Ayelet Baram‐Tsabari · 2016 · PLoS ONE
53. Using photos for public health communication: A computational analysis of the Centers for Disease Control and Prevention Instagram photos and public responses
    Yunhwan Kim, Jang Hyun Kim · 2020 · Health Informatics Journal
54. Chinese Social Media Reaction to Information about 42 Notifiable Infectious Diseases
    Isaac Chun‐Hai Fung, Yi Hao, Jingxian Cai, Yuchen Ying, Braydon Schaible, Cynthia Mengxi Yu, Zion Tsz Ho Tse, King‐Wa Fu · 2015 · PLoS ONE
55. Characterizing Ebola Transmission Patterns Based on Internet News Reports
    Julie M. Cleaton, Cecile G. Viboud, Lone Simonsen, Ana Magdalena Hurtado, Gerardo Chowell · 2015 · Clinical Infectious Diseases
56. Mining social media data for opinion polarities about electronic cigarettes
    Hongying Daisy Dai, Jianqiang Hao · 2016 · Tobacco Control
57. Did You Really Just Have a Heart Attack?
    Payam Karisani, Eugene Agichtein · 2018 · International World Wide Web Conference (WWW)
58. Using Twitter to Measure Public Discussion of Diseases: A Case Study
    Christopher Weeg, H. Andrew Schwartz, Shawndra Hill, Raina M. Merchant, Catalina Salazar Arango, Lyle Ungar · 2015 · JMIR Public Health and Surveillance
59. Issues of Social Data Analytics with a New Method for Sentiment Analysis of Social Media Data
    Zhaoxia Wang, Victor Joo, Chuan Tong, David K. Chan · 2014 · IEEE International Conference on Cloud Computing Technology and Science
60. Analyzing Temporal Networks in Social Media
    Petter Holme · 2014 · Proceedings of the IEEE
61. The Digital Phenotype: a Philosophical and Ethical Exploration
    Michele Loi · 2018 · Philosophy & Technology
62. Beyond Rational Decision-Making: Modelling the Influence of Cognitive Biases on the Dynamics of Vaccination Coverage
    Marina Voinson, S. Billiard, A. Alvergne · 2015 · PLoS ONE
63. An overview of current and potential use of information and communication technologies for immunization promotion among adolescents
    Daniela Amicizia, Alexander Domnich, Roberto Gasparini, Nicola Luigi Bragazzi, Piero Luigi Lai, Donatella Panatto · 2013 · Human Vaccines & Immunotherapeutics
64. Recent Advances in Computational Epidemiology
    MADHAV V. MARATHE, Naren Ramakrishnan · 2013 · IEEE Intelligent Systems
65. HPV vaccine coverage in Australia and associations with HPV vaccine information exposure among Australian Twitter users
    Amalie Dyda, Zubair Shah, Didi Surian, Paige B Martin, Enrico W Coiera, Aditi Dey, Julie Leask, Adam G. Dunn · 2019 · Human Vaccines & Immunotherapeutics
66. Factors contributing to the uptake of childhood vaccination in Galkayo District, Puntland, Somalia
    Mohamed Farah Abdullahi, Jennifer Stewart Williams, Klas-Göran Sahlèn, Khalif Mohamud Bile, John Kinsman · 2020 · Global Health Action
67. Vaccine Acceptance
    Ève Dubé, Noni E. MacDonald · 2016 · Elsevier eBooks
68. Evaluation of a multinational, multilingual vaccine debate on Twitter
    Benedikt F.H. Becker, Heidi Jane Larson, Jan Bonhoeffer, Erik M. van Mulligen, Jan A. Kors, Miriam Sturkenboom · 2016 · Vaccine
69. Comparison of Contact Patterns Relevant for Transmission of Respiratory Pathogens in Thailand and the Netherlands Using Respondent-Driven Sampling
    Mart L. Stein, Jim van Steenbergen, Vincent Buskens, P.G.M. van der Heijden, Charnchudhi Chanyasanha, Mathuros Tipayamongkholgul, Anna E. Thorson, Linus Bengtsson, Xin Biao Lu, Mirjam Kretzschmar · 2014 · PLoS ONE
70. Big Data Usage Patterns in the Health Care Domain: A Use Case Driven Approach Applied to the Assessment of Vaccination Benefits and Risks
    Simon de Lusignan, ST Liaw, Craig E. Kuziemsky, Freda Mold, Paul Krause, D. Fleming, Simon Jones, Harshana Liyanage · 2014 · Yearbook of Medical Informatics
71. Social media as amplification station: factors that influence the speed of online public response to health emergencies
    Lun Zhang, Linjia Xu, Wenhao Zhang · 2017 · Asian Journal of Communication
72. Assessing mobile health applications with twitter analytics
    Rajesh R. Pai, Sreejith Alathur · 2018 · International Journal of Medical Informatics
73. Individuals on alert: digital epidemiology and the individualization of surveillance
    Silja Samerski · 2018 · Life Sciences Society and Policy
74. Combining speech-based and linguistic classifiers to recognize emotion in user spoken utterances
    David Griol, José Manuel Molina, Zoraida Callejas · 2017 · Neurocomputing
75. The Barriers, Challenges, and Strategies of COVID-19 (SARS-CoV-2) Vaccine Acceptance: A Concurrent Mixed-Method Study in Tehran City, Iran
    Hamid Reza Khankeh, Mehrdad Farrokhi, Mohammad Saeed Khanjani, Yadollah Abolfathi Momtaz, Ameneh Setareh Forouzan, Mehdi Norouzi, Shokoufeh Ahmadi, Gholamreza Ghaedamini Harouni, Juliet Roudini, Elham Ghanaatpisheh et al. · 2021 · Vaccines
76. Social media sentiment analysis to monitor the performance of vaccination coverage during the early phase of the national COVID-19 vaccine rollout
    Annisa Ristya Rahmanti, Chia‐Hui Chien, Aldilas Achmad Nursetyo, Atina Husnayain, Bayu Satria Wiratama, Anis Fuad, Hsuan‐Chia Yang, Yu‐Chuan Li · 2022 · Computer Methods and Programs in Biomedicine
77. Social media microblogs as an HPV vaccination forum
    Chupei Zhang, Marientina Gotsis, Maryalice Jordan‐Marsh · 2013 · Human Vaccines & Immunotherapeutics
78. Understanding Public Response to Air Quality Using Tweet Analysis
    Supraja Gurajala, Suresh Dhaniyala, Jeanna Neefe Matthews · 2019 · Social Media + Society
79. Government-sponsored disinformation and the severity of respiratory infection epidemics including COVID-19: A global analysis, 2001–2020
    Thung-Hong Lin, Min-Chiao Chang, Chun-Chih Chang, Ya-Hsuan Chou · 2022 · Social Science & Medicine
80. COVID-19 vaccine perceptions in the initial phases of US vaccine roll-out: an observational study on reddit
    Navin Kumar, Isabel Corpus, Meher Hans, Nikhil Harle, Nan Yang, Curtis McDonald, Shinpei Nakamura Sakai, Kamila Janmohamed, Keyu Chen, Frederick Lewis Altice et al. · 2022 · BMC Public Health
81. Mapping and analyzing the construction noise pollution in China using social media platforms
    Ying Wang, Guangbin Wang, Heng Li, Lulu Gong, Zezhou Wu · 2022 · Environmental Impact Assessment Review
82. A population health perspective on artificial intelligence
    Maxime Lavigne, Fatima Mussa, Maria Isabella Creatore, Steven J. Hoffman, David Llewellyn Buckeridge · 2019 · Healthcare Management Forum
83. Fuzzy-Set Based Sentiment Analysis of Big Social Data
    Raghava Rao Mukkamala, Abid Hussain, Ravi Vatrapu · 2014 · IEEE International Enterprise Distributed Object Computing Conference (EDOC)
84. Seven challenges in modeling vaccine preventable diseases
    Charlotte Jessica E. Metcalf, Viggo Andreasen, Ottar N. Bjørnstad, Ken T. D. Eames, W. John Edmunds, Sebastian Funk, T. Déirdre Hollingsworth, Justin Lessler, Cecile G. Viboud, Bryan Thomas Grenfell · 2014 · Epidemics
85. Detection of User Demographics on Social Media: A Review of Methods and Recommendations for Best Practices.
    Nina Cesare, Christan Grant, Elaine Okanyene Nsoesie · 2017
86. Application of Big Data to Support Evidence-Based Public Health Policy Decision-Making for Hearing
    Gabrielle Helena Saunders, Jeppe Høy Christensen, Johanna Gutenberg, Niels Henrik Pontoppidan, Andrew D Smith, George Spanoudakis, Doris‐Eva Bamiou · 2020 · Ear and Hearing
87. Inferring urban air quality based on social media
    Yan-dong Wang, Xiao-kang Fu, Wei Jiang, Teng Wang, Ming‐Hsiang Tsou, Xinyue Ye · 2017 · Computers Environment and Urban Systems
88. Public perception of COVID-19 vaccines through analysis of Twitter content and users
    Sameh N. Saleh, Samuel McDonald, Mujeeb A. Basit, Sanat Kumar, Reuben J. Arasaratnam, Trish M. Perl, Christoph Ulrich Lehmann, Richard J Medford · 2023 · Vaccine
89. Modeling viral diffusion using quantum computational network simulation
    Brian Britt · 2020 · Quantum Engineering
90. Categorizing Vaccine Confidence With a Transformer-Based Machine Learning Model: Analysis of Nuances of Vaccine Sentiment in Twitter Discourse
    Per Egil Kummervold, Sam Martin, Sara Dada, Eliz Kilich, Chermain Denny, Pauline Paterson, Heidi Jane Larson · 2021 · JMIR Medical Informatics
91. Dynamics of the Negative Discourse Toward COVID-19 Vaccines: Topic Modeling Study and an Annotated Data Set of Twitter Posts
    Gabriel Lindelöf, Talayeh Aledavood, Barbara Keller · 2023 · Journal of Medical Internet Research
92. The impact of personal experiences with infection and vaccination on behaviour–incidence dynamics of seasonal influenza
    Chad R. Wells, Chris T. Bauch · 2012 · Epidemics
93. Influenza Activity Surveillance Based on Multiple Regression Model and Artificial Neural Network
    Hongxin Xue, Yanping Bai, Hongping Hu, Haijian Liang · 2017 · IEEE Access
94. Understanding Twitter influence in the health domain
    Andrew R. McNeill, Pam Briggs · 2014 · International World Wide Web Conference (WWW)
95. Information is in the eye of the beholder: Seeking information on the MMR vaccine through an Internet search engine.
    Elad Yom‐Tov, Luis Fernández-Luque · 2014 · PubMed Central
96. Content and source analysis of popular tweets following a recent case of diphtheria in Spain
    Talya Porat, Pablo Garaizar, Marta Ferrero, Hilary Jones, Mark J. Ashworth, Miguel Angel Vadillo · 2018 · European Journal of Public Health
97. Vaccine safety in the next decade: why we need new modes of trust building
    Heidi Jane Larson, Isabelle Sahinovic, Madhava Ram Balakrishnan, Clarissa Simas · 2021 · BMJ Global Health
98. #Antivaccination on Instagram: A Computational Analysis of Hashtag Activism through Photos and Public Responses
    Yunhwan Kim, Donghwi Song, Yeon Ju Lee · 2020 · International Journal of Environmental Research and Public Health
99. Identifying False Human Papillomavirus (HPV) Vaccine Information and Corresponding Risk Perceptions From Twitter: Advanced Predictive Models
    Tre Tomaszewski, Alex Morales, Ismini Lourentzou, Rachel N. Caskey, Bing Liu, Alan Schwartz, Jessie Chin · 2021 · Journal of Medical Internet Research
100. Efficient use of social media during the influenza A(H7N9) emergency response
     Isaac Chun‐Hai Fung, Karen K. Wong · 2013 · Western Pacific surveillance response journal