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Distinction and connection between contact network, social network, and disease transmission network.pdf
Preventive Veterinary Medicine 131 (2016) 8–11
Contents lists available at ScienceDirect
Preventive Veterinary Medicine
journal homepage: /locate/prevetmed
Distinction and connection between contact network, social network, and disease transmission network
Shi Chen a,b,?, Cristina Lanzas b
a Department of Public Health Sciences, University of North Carolina Charlotte, Charlotte, NC, 28223, USA b Department of Population Health and Pathobiology, North Carolina State University, Raleigh, NC, 27607, USA
article info
Article history: Received 14 March 2016 Received in revised form 3 July 2016 Accepted 4 July 2016
Keywords: Animal contact network Social network Disease transmission network Distinction Connection
abstract
In this paper we discuss the distinction and connection between three closely related networks in animal
ecology and epidemiology studies: the contact, social, and disease transmission networks. We provide
a robust theoretical de?nition and interpretation of these three networks, demonstrate that social and
disease transmission networks can be derived as spanning subgraphs of contact network, and show
examples based on real-world high-resolution cattle contact structure data. Furthermore, we establish
a modeling framework to track potential disease transmission dynamics and construct transmission
network based on the observed animal contact network.
? 2016 Elsevier B.V. All rights reserved.
Networks are fundamental concepts for current domestic animal and wildlife studies, as many ecological and epidemiological processes take place on a network structure (Krause et al., 2014). Among various networks, contact network, social network, and disease transmission network are three important, closely related, but different types of networks. However, current studies sometimes use them without clear de?nitions or appreciation of the interrelationship or distinction among these three types of networks (Eubank et al., 2004; Harmede et al., 2009; Eames et al., 2015
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