Matches in SemOpenAlex for { <https://semopenalex.org/work/W4206148009> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W4206148009 abstract "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 strategy to end the pandemic. Studies have maintained that exposure to negative sentiments related to vaccination on social media increase vaccine hesitancy and refusal. Despite the influence social media has on vaccination behavior, there is a lack of studies exploring the public's exposure to misinformation, conspiracy theories, and concerns on Twitter regarding a potential COVID-19 vaccination. Objective: The study aims to identify the major thematic areas about a potential COVID-19 vaccination based on the contents of Twitter data. Method: We retrieved 1,286,659 publicly available tweets posted within the timeline of July 19, 2020, to August 19, 2020, leveraging the Twint package. Following the extraction, we used Latent Dirichlet Allocation for topic modelling and identified 20 topics discussed in the tweets. We selected 4,868 tweets with the highest probability of belonging in the specific cluster and manually labeled as positive, negative, neutral, or irrelevant. The negative tweets were further assigned to a theme and subtheme based on the contentResult: The negative tweets were further categorized into 7 major themes: safety and effectiveness,” misinformation,” conspiracy theories,” mistrust of scientists and governments,” lack of intent to get a COVID-19 vaccine,” freedom of choice, and religious beliefs. Negative tweets predominantly consisted of misleading statements (n=424) that immunization against coronavirus is unnecessary as the survival rate is high. The second most prevalent theme to emerge was tweets constituting safety and effectiveness related concerns (n=276) regarding the side effects of a potential vaccine developed at an unprecedented speed. Conclusion: Our findings suggest a need to formulate a large-scale vaccine communication plan that will address the safety concerns and debunk the misinformation and conspiracy theories spreading across social media platforms, increasing the public's acceptance of a COVID-19 vaccination." @default.
- W4206148009 created "2022-01-25" @default.
- W4206148009 creator A5015685038 @default.
- W4206148009 creator A5018702353 @default.
- W4206148009 creator A5044104235 @default.
- W4206148009 creator A5051228164 @default.
- W4206148009 creator A5057441754 @default.
- W4206148009 creator A5065776723 @default.
- W4206148009 creator A5071958390 @default.
- W4206148009 creator A5073130809 @default.
- W4206148009 creator A5083436381 @default.
- W4206148009 date "2020-12-11" @default.
- W4206148009 modified "2023-09-27" @default.
- W4206148009 title "COVID-19 vaccination hesitancy, misinformation and conspiracy theories on social media: A content analysis of Twitter data" @default.
- W4206148009 doi "https://doi.org/10.31235/osf.io/vc9jb" @default.
- W4206148009 hasPublicationYear "2020" @default.
- W4206148009 type Work @default.
- W4206148009 citedByCount "34" @default.
- W4206148009 countsByYear W42061480092021 @default.
- W4206148009 countsByYear W42061480092022 @default.
- W4206148009 countsByYear W42061480092023 @default.
- W4206148009 crossrefType "posted-content" @default.
- W4206148009 hasAuthorship W4206148009A5015685038 @default.
- W4206148009 hasAuthorship W4206148009A5018702353 @default.
- W4206148009 hasAuthorship W4206148009A5044104235 @default.
- W4206148009 hasAuthorship W4206148009A5051228164 @default.
- W4206148009 hasAuthorship W4206148009A5057441754 @default.
- W4206148009 hasAuthorship W4206148009A5065776723 @default.
- W4206148009 hasAuthorship W4206148009A5071958390 @default.
- W4206148009 hasAuthorship W4206148009A5073130809 @default.
- W4206148009 hasAuthorship W4206148009A5083436381 @default.
- W4206148009 hasBestOaLocation W42061480092 @default.
- W4206148009 hasConcept C136764020 @default.
- W4206148009 hasConcept C142724271 @default.
- W4206148009 hasConcept C144024400 @default.
- W4206148009 hasConcept C15744967 @default.
- W4206148009 hasConcept C159047783 @default.
- W4206148009 hasConcept C166957645 @default.
- W4206148009 hasConcept C171686336 @default.
- W4206148009 hasConcept C17744445 @default.
- W4206148009 hasConcept C190248442 @default.
- W4206148009 hasConcept C199539241 @default.
- W4206148009 hasConcept C204321447 @default.
- W4206148009 hasConcept C22070199 @default.
- W4206148009 hasConcept C2776990098 @default.
- W4206148009 hasConcept C2779134260 @default.
- W4206148009 hasConcept C3008058167 @default.
- W4206148009 hasConcept C33566652 @default.
- W4206148009 hasConcept C36289849 @default.
- W4206148009 hasConcept C41008148 @default.
- W4206148009 hasConcept C4438859 @default.
- W4206148009 hasConcept C518677369 @default.
- W4206148009 hasConcept C524204448 @default.
- W4206148009 hasConcept C71924100 @default.
- W4206148009 hasConcept C74196892 @default.
- W4206148009 hasConcept C89623803 @default.
- W4206148009 hasConcept C95457728 @default.
- W4206148009 hasConceptScore W4206148009C136764020 @default.
- W4206148009 hasConceptScore W4206148009C142724271 @default.
- W4206148009 hasConceptScore W4206148009C144024400 @default.
- W4206148009 hasConceptScore W4206148009C15744967 @default.
- W4206148009 hasConceptScore W4206148009C159047783 @default.
- W4206148009 hasConceptScore W4206148009C166957645 @default.
- W4206148009 hasConceptScore W4206148009C171686336 @default.
- W4206148009 hasConceptScore W4206148009C17744445 @default.
- W4206148009 hasConceptScore W4206148009C190248442 @default.
- W4206148009 hasConceptScore W4206148009C199539241 @default.
- W4206148009 hasConceptScore W4206148009C204321447 @default.
- W4206148009 hasConceptScore W4206148009C22070199 @default.
- W4206148009 hasConceptScore W4206148009C2776990098 @default.
- W4206148009 hasConceptScore W4206148009C2779134260 @default.
- W4206148009 hasConceptScore W4206148009C3008058167 @default.
- W4206148009 hasConceptScore W4206148009C33566652 @default.
- W4206148009 hasConceptScore W4206148009C36289849 @default.
- W4206148009 hasConceptScore W4206148009C41008148 @default.
- W4206148009 hasConceptScore W4206148009C4438859 @default.
- W4206148009 hasConceptScore W4206148009C518677369 @default.
- W4206148009 hasConceptScore W4206148009C524204448 @default.
- W4206148009 hasConceptScore W4206148009C71924100 @default.
- W4206148009 hasConceptScore W4206148009C74196892 @default.
- W4206148009 hasConceptScore W4206148009C89623803 @default.
- W4206148009 hasConceptScore W4206148009C95457728 @default.
- W4206148009 hasLocation W42061480091 @default.
- W4206148009 hasLocation W42061480092 @default.
- W4206148009 hasOpenAccess W4206148009 @default.
- W4206148009 hasPrimaryLocation W42061480091 @default.
- W4206148009 hasRelatedWork W2038579096 @default.
- W4206148009 hasRelatedWork W3194604497 @default.
- W4206148009 hasRelatedWork W4206112005 @default.
- W4206148009 hasRelatedWork W4281788314 @default.
- W4206148009 hasRelatedWork W4285241033 @default.
- W4206148009 hasRelatedWork W4288388583 @default.
- W4206148009 hasRelatedWork W4316021204 @default.
- W4206148009 hasRelatedWork W4378082743 @default.
- W4206148009 hasRelatedWork W4380078230 @default.
- W4206148009 hasRelatedWork W4381113120 @default.
- W4206148009 isParatext "false" @default.
- W4206148009 isRetracted "false" @default.
- W4206148009 workType "article" @default.