Extracting factors associated with vaccination from Twitter data and mapping to behavioral models

MR Biswas, Z Shah - Human Vaccines & Immunotherapeutics, 2023 - Taylor & Francis
Social media platform, particularly Twitter, is a rich data source that allows monitoring of
public opinions and attitudes toward vaccines. Established behavioral models like the 5C …

Longitudinal analysis of behavioral factors and techniques used to identify vaccine hesitancy among Twitter users: Scoping review

S Khan, MR Biswas, Z Shah - Human Vaccines & …, 2023 - Taylor & Francis
While vaccines have played a pivotal role in the fight against infectious diseases, individuals
engage in online resources to find vaccine-related support and information. The benefits …

Analysis of vaccine messages on social media (Twitter) in Scandinavia

H Fues Wahl, B Wikman Erlandson… - Human vaccines & …, 2022 - Taylor & Francis
Vaccine hesitancy is listed as one of the top 10 global health threats by the WHO. Existing
studies investigating the relationship between vaccine hesitancy and social media have …

[PDF][PDF] Sentiment, contents, and retweets: a study of two vaccine-related twitter datasets

EB Blankenship, ME Goff, J Yin… - The Permanente …, 2018 - thepermanentejournal.org
Introduction: Social media platforms are important channels through which health education
about the utility and safety of vaccination is conducted. Objective: To investigate if tweets …

Anti-vaccination attitude trends during the COVID-19 pandemic: A machine learning-based analysis of tweets

QG To, KG To, VAN Huynh, NTQ Nguyen… - Digital …, 2023 - journals.sagepub.com
Objective Vaccine hesitancy has been ranked by the World Health Organization among the
top 10 threats to global health. With a surge in misinformation and conspiracy theories …

COVID-19 vaccination hesitancy, misinformation and conspiracy theories on social media: A content analysis of Twitter data

T Nuzhath, S Tasnim, RK Sanjwal, NF Trisha… - 2020 - osf.io
Background: The coronavirus disease (COVID-19) pandemic has caused a significant
burden of mortality and morbidity. A vaccine will be the most effective global preventive …

Adapting and extending a typology to identify vaccine misinformation on Twitter

A Jamison, DA Broniatowski… - … Journal of Public …, 2020 - ajph.aphapublications.org
Objectives. To adapt and extend an existing typology of vaccine misinformation to classify
the major topics of discussion across the total vaccine discourse on Twitter. Methods. Using …

Exploring coronavirus disease 2019 vaccine hesitancy on Twitter using sentiment analysis and natural language processing algorithms

A Bari, M Heymann, RJ Cohen, R Zhao… - Clinical Infectious …, 2022 - academic.oup.com
Background Vaccination can help control the coronavirus disease 2019 (COVID-19)
pandemic but is undermined by vaccine hesitancy. Social media disseminates information …

[HTML][HTML] Modeling Behavior and Vaccine Hesitancy Using Twitter-Derived US Population Sentiment during the COVID-19 Pandemic to Predict Daily Vaccination …

T Daghriri, M Proctor, S Matthews, AH Bashiri - Vaccines, 2023 - mdpi.com
The sentiment analysis of social media for predicting behavior during a pandemic is seminal
in nature. As an applied contribution, we present sentiment-based regression models for …

Vaccine hesitancy hotspots in Africa: An insight from geotagged Twitter posts

B Ogbuokiri, A Ahmadi, ZM Nia… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Many social media users express concerns about vaccines and their side effects on Twitter.
These concerns lead to a compromise of confidence which brings about vaccine hesitancy …