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 …
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 …
dynamic which is influenced by the information individuals have about others. Similarly …
Macroscopic patterns of interacting contagions are indistinguishable from social reinforcement
From 'fake news' to innovative technologies, many contagions spread as complex
contagions via a process of social reinforcement, where multiple exposures are distinct from …
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
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 …
influences individual risk perception and how this in turn shapes the evolution of epidemics …
Dueling biological and social contagions
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 …
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 …
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 …
disinformation, with nutty ideas racing around the globe through Twitter, Facebook, TikTok …
Game-theoretic modeling of collective decision making during epidemics
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 …
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
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 …
in people's responses to infectious disease outbreaks (particularly the ongoing COVID-19 …
Mathematical models to characterize early epidemic growth: A review
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 …
transmission dynamics of infectious diseases and assess the potential impact of different …