TY - JOUR
T1 - Epidemiological effects of group size variation in social species
AU - Caillaud, Damien
AU - Craft, Meggan E.
AU - Meyers, Lauren Ancel
PY - 2013/6/6
Y1 - 2013/6/6
N2 - Contact patterns in group-structured populations determine the course of infectious disease outbreaks. Network-based models have revealed important connections between group-level contact patterns and the dynamics of epidemics, but these models typically ignore heterogeneities in withingroup composition. Here, we analyse a flexible mathematical model of disease transmission in a hierarchically structured wildlife population, and find that increased variation in group size reduces the epidemic threshold, making social animal populations susceptible to a broader range of pathogens. Variation in group size also increases the likelihood of an epidemic for mildly transmissible diseases, but can reduce the likelihood and expected size of an epidemic for highly transmissible diseases. Further, we introduce the concept of epidemiological effective group size, which we define to be the group size of a hypothetical population containing groups of identical size that has the same epidemic threshold as an observed population. Using data from the Serengeti Lion Project, we find that pride-living Serengeti lions are epidemiologically comparable to a homogeneous population with up to 20 per cent larger prides.
AB - Contact patterns in group-structured populations determine the course of infectious disease outbreaks. Network-based models have revealed important connections between group-level contact patterns and the dynamics of epidemics, but these models typically ignore heterogeneities in withingroup composition. Here, we analyse a flexible mathematical model of disease transmission in a hierarchically structured wildlife population, and find that increased variation in group size reduces the epidemic threshold, making social animal populations susceptible to a broader range of pathogens. Variation in group size also increases the likelihood of an epidemic for mildly transmissible diseases, but can reduce the likelihood and expected size of an epidemic for highly transmissible diseases. Further, we introduce the concept of epidemiological effective group size, which we define to be the group size of a hypothetical population containing groups of identical size that has the same epidemic threshold as an observed population. Using data from the Serengeti Lion Project, we find that pride-living Serengeti lions are epidemiologically comparable to a homogeneous population with up to 20 per cent larger prides.
KW - Epidemic threshold
KW - Network epidemiology
KW - Panthera leo
KW - Social network
KW - Social structure
KW - Susceptible-infected-removed model
UR - http://www.scopus.com/inward/record.url?scp=84877263463&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84877263463&partnerID=8YFLogxK
U2 - 10.1098/rsif.2013.0206
DO - 10.1098/rsif.2013.0206
M3 - Article
C2 - 23576784
AN - SCOPUS:84877263463
SN - 1742-5689
VL - 10
JO - Journal of the Royal Society Interface
JF - Journal of the Royal Society Interface
IS - 83
M1 - 20130206
ER -