paper-with-me

Papers

The Impact of Vaccine Hesitancy on Epidemic Spreading

2021-09-28 · C. H. Leung, María E. Gibbs, Philip E. Paré

The COVID-19 pandemic has devastated the world in an unprecedented way, causing enormous loss of life. Time and again, public health authorities have urged people to become vaccinated to protect themselves and mitigate the spread of the disease. However, vaccine hesitancy has stalled vaccination levels in the United States. This study explores the effect of vaccine hesitancy on the spread of disease by introducing an SIRS-V$_\kappa$ model, with compartments of susceptible (S), infected (I), recovered (R), and vaccinated (V). We leverage the concept of carrying capacity to account for vaccine hesitancy by defining a vaccine confidence level $\kappa$, which is the maximum number of people that will become vaccinated during the course of a disease. The inverse of vaccine confidence is vaccine hesitance, $(\frac{1}{\kappa})$. We explore the equilibria of the SIRS-V$_\kappa$ model and their stability, and illustrate the impact of vaccine hesitance on epidemic spread analytically and via simulations.

📄 PDF Abstract BibTeX arXiv:2109.14000

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

Population heterogeneity in vaccine coverage impacts epidemic thresholds and bifurcation dynamics

2022-12-28 · Alina Glaubitz, Feng Fu

Population heterogeneity, especially in individuals' contact networks, plays an important role in transmission dynamics of infectious diseases. For vaccine-preventable diseases, outstanding issues like vaccine hesitancy …

A behavioural modelling approach to assess the impact of COVID-19 vaccine hesitancy

2021-06-22 · Bruno Buonomo, Rossella Della Marca, Alberto D'Onofrio, Maria Groppi

In this paper we introduce a compartmental epidemic model describing the transmission of the COVID-19 disease in presence of non-mandatory vaccination. The model takes into account the hesitancy and refusal of vaccinatio…

Detecting Conspiracy Theory Against COVID-19 Vaccines

2022-11-20 · Md Hasibul Amin, Harika Madanu, Sahithi Lavu, Hadi Mansourifar 외

Since the beginning of the vaccination trial, social media has been flooded with anti-vaccination comments and conspiracy beliefs. As the day passes, the number of COVID- 19 cases increases, and online platforms and a fe…

SentenceSentiment Analysis

Scaling up the discovery of hesitancy profiles by identifying the framing of beliefs towards vaccine confidence in Twitter discourse

2023-04-01 · Journal of Behavioral Medicine 2023 4 · Maxwell A. Weinzierl, Suellen Hopfer, Sanda M. Harabagiu

Our study focused on the discovery of how vaccine hesitancy is framed in Twitter discourse, allowing us to recognize at-scale all tweets that evoke any of the hesitancy framings as well as the stance of the tweet authors…

Misinformation

From Hesitancy Framings to Vaccine Hesitancy Profiles: A Journey of Stance, Ontological Commitments and Moral Foundations

2022-02-18 · Maxwell Weinzierl, Sanda Harabagiu

While billions of COVID-19 vaccines have been administered, too many people remain hesitant. Twitter, with its substantial reach and daily exposure, is an excellent resource for examining how people frame their vaccine h…