Complex social contagion makes networks more vulnerable to disease outbreaks

E Campbell, M Salathé - Scientific reports, 2013 - nature.com
Social network analysis is now widely used to investigate the dynamics of infectious disease
spread. Vaccination dramatically disrupts disease transmission on a contact network and …

Adaptive contact networks change effective disease infectiousness and dynamics

S Van Segbroeck, FC Santos… - PLoS computational …, 2010 - journals.plos.org
Human societies are organized in complex webs that are constantly reshaped by a social
dynamic which is influenced by the information individuals have about others. Similarly …

Macroscopic patterns of interacting contagions are indistinguishable from social reinforcement

L Hébert-Dufresne, SV Scarpino, JG Young - Nature Physics, 2020 - nature.com
From 'fake news' to innovative technologies, many contagions spread as complex
contagions via a process of social reinforcement, where multiple exposures are distinct from …

The impact of media coverage on the transmission dynamics of human influenza

JM Tchuenche, N Dube, CP Bhunu, RJ Smith… - BMC public health, 2011 - Springer
Background There is an urgent need to understand how the provision of information
influences individual risk perception and how this in turn shapes the evolution of epidemics …

Dueling biological and social contagions

F Fu, NA Christakis, JH Fowler - Scientific reports, 2017 - nature.com
Numerous models explore how a wide variety of biological and social phenomena spread in
social networks. However, these models implicitly assume that the spread of one …

Algorithmic discovery of dynamic models from infectious disease data

J Horrocks, CT Bauch - Scientific reports, 2020 - nature.com
Theoretical models are typically developed through a deductive process where a researcher
formulates a system of dynamic equations from hypothesized mechanisms. Recent …

Managing the infodemic

M Buchanan - Nature Physics, 2020 - nature.com
Alongside the COVID-19 pandemic, we've experienced a parallel 'infodemic'of
disinformation, with nutty ideas racing around the globe through Twitter, Facebook, TikTok …

Game-theoretic modeling of collective decision making during epidemics

M Ye, L Zino, A Rizzo, M Cao - Physical Review E, 2021 - APS
The spreading dynamics of an epidemic and the collective behavioral pattern of the
population over which it spreads are deeply intertwined and the latter can critically shape …

Effect of heterogeneous risk perception on information diffusion, behavior change, and disease transmission

Y Ye, Q Zhang, Z Ruan, Z Cao, Q Xuan, DD Zeng - Physical Review E, 2020 - APS
Motivated by the importance of individual differences in risk perception and behavior change
in people's responses to infectious disease outbreaks (particularly the ongoing COVID-19 …

Mathematical models to characterize early epidemic growth: A review

G Chowell, L Sattenspiel, S Bansal, C Viboud - Physics of life reviews, 2016 - Elsevier
There is a long tradition of using mathematical models to generate insights into the
transmission dynamics of infectious diseases and assess the potential impact of different …