Social physics

M Jusup, P Holme, K Kanazawa, M Takayasu, I Romić… - Physics Reports, 2022 - Elsevier
Recent decades have seen a rise in the use of physics methods to study different societal
phenomena. This development has been due to physicists venturing outside of their …

Multi-perspectives systematic review on the applications of sentiment analysis for vaccine hesitancy

AH Alamoodi, BB Zaidan, M Al-Masawa… - Computers in Biology …, 2021 - Elsevier
A substantial impediment to widespread Coronavirus disease (COVID-19) vaccination is
vaccine hesitancy. Many researchers across scientific disciplines have presented countless …

[HTML][HTML] COVID-19 vaccine–related discussion on Twitter: topic modeling and sentiment analysis

JC Lyu, EL Han, GK Luli - Journal of medical Internet research, 2021 - jmir.org
Background Vaccination is a cornerstone of the prevention of communicable infectious
diseases; however, vaccines have traditionally met with public fear and hesitancy, and …

[HTML][HTML] Tweet topics and sentiments relating to COVID-19 vaccination among Australian Twitter users: machine learning analysis

SWH Kwok, SK Vadde, G Wang - Journal of medical Internet research, 2021 - jmir.org
Background: COVID-19 is one of the greatest threats to human beings in terms of health
care, economy, and society in recent history. Up to this moment, there have been no signs of …

Exploring public perceptions of the COVID-19 vaccine online from a cultural perspective: Semantic network analysis of two social media platforms in the United States …

C Luo, A Chen, B Cui, W Liao - Telematics and Informatics, 2021 - Elsevier
The development and uptake of the COVID-19 (coronavirus disease 2019) vaccine is a top
priority in stifling the COVID-19 pandemic. How the public perceives the COVID-19 vaccine …

Quantifying the rise of vaccine opposition on Twitter during the COVID-19 pandemic

E Bonnevie, A Gallegos-Jeffrey… - … of communication in …, 2021 - Taylor & Francis
Background The COVID-19 pandemic is a serious threat to global health and there is
currently an unprecedented research effort to deliver an effective COVID-19 vaccine. Yet an …

Would parents get their children vaccinated against SARS-CoV-2? Rate and predictors of vaccine hesitancy according to a survey over 5000 families from Bologna …

M Montalti, F Rallo, F Guaraldi, L Bartoli, G Po, M Stillo… - Vaccines, 2021 - mdpi.com
In the near future, COVID-19 vaccine efficacy trials in larger cohorts may offer the possibility
to implement child and adolescent vaccination. The opening of the vaccination for these …

Public attitudes toward COVID-19 vaccines on English-language Twitter: A sentiment analysis

S Liu, J Liu - Vaccine, 2021 - Elsevier
Objective To identify themes and temporal trends in the sentiment of COVID-19 vaccine-
related tweets and to explore variations in sentiment at world national and United States …

Vaccine hesitancy on social media: Sentiment analysis from June 2011 to April 2019

H Piedrahita-Valdés, D Piedrahita-Castillo… - Vaccines, 2021 - mdpi.com
Vaccine hesitancy was one of the ten major threats to global health in 2019, according to the
World Health Organisation. Nowadays, social media has an important role in the spread of …

Polarization over vaccination: Ideological differences in Twitter expression about COVID-19 vaccine favorability and specific hesitancy concerns

X Jiang, MH Su, J Hwang, R Lian… - Social Media+ …, 2021 - journals.sagepub.com
Vaccine hesitancy has been a growing public health issue, but during COVID-19,
understanding vaccine hesitancy and promote vaccine favorability takes on a troubling …