Sentiments and Emotions for Vaccination in 2021: An International Comparison Study

Abstract

Comprehending how individuals feel when they discuss the vaccine is important for the immunization campaign and outbreak management during a health emergency. Online conversations provide useful information for assessing sentimental and emotional reactions to the evolutions of the pandemic and immunization program. In this study, we employ a corpus of around 58 million English tweets from users in 17 countries that discuss vaccine-related topics in the year 2021. We apply Soft Dynamic Time Warping algorithm and Time Lag Cross-Correlation approach and find that the evolutions of sentiments closely mirror the pandemic statistics. We also examine five topics connected to vaccination and discover that trust is the most predominate feeling, followed by fear, anger, and joy. Some countries reported higher emotional scores on a theme than others (people in Cuba and the United States exhibit higher levels of trust, Pakistanis, and Indians express higher levels of joy, Australians and Chinese express higher levels of fear, and Japanese and British people express higher levels of anger). This study report offers a viewpoint on the public's response to the epidemic and vaccination and aids policy-makers with preventive strategies for a future crisis.

Competing Interest Statement

The authors have declared no competing interest.

Funding Statement

This study did not receive any funding

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I understand that all clinical trials and any other prospective interventional studies must be registered with an ICMJE-approved registry, such as ClinicalTrials.gov. I confirm that any such study reported in the manuscript has been registered and the trial registration ID is provided (note: if posting a prospective study registered retrospectively, please provide a statement in the trial ID field explaining why the study was not registered in advance).

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I have followed all appropriate research reporting guidelines and uploaded the relevant EQUATOR Network research reporting checklist(s) and other pertinent material as supplementary files, if applicable.

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Data Availability

All data produced in the present study are available upon reasonable request to the authors

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