Reservoir Dogs: Consequences of variable contact network structures for disease spread in free-ranging dogs
Sharma, M.; Kulkarni, A.; Katna, A.; Vanak, A. T.
Show abstract
The risk of disease spread is contingent on not only the biological properties of causal agents, such as viruses and bacteria, but also the socio-ecological context of the outbreak. Therefore, researchers need to incorporate the variation in animal-animal interactions in models of disease spread. Much research has focused on how ecological factors (seasonality, mating systems) can influence the variation in animal interactions, but heterogeneity in interactions may arise due to human action, and this has received little attention. We hypothesised that social-mediated differences in the landscape can have consequences for interactions for free-roaming dogs and consequently for disease spread. We used GPS collared data from 31 free-ranging dogs present along a farm-village gradient to build social contact networks to examine differences in interactions. Additionally, we simulated scenarios of rabies infection of two types - dumb and furious - on the contact network structure of village and farm dogs. We found significant differences in the node degree between village and farm contact networks, but the node betweenness was similar. Our simulations showed that infections arising in village dogs are likely to spread to that network, but infections arising in farm dogs get are less likely to spread. Interestingly, this was independent of the type of rabies infection. We discuss our results in light of control strategies for managing rabies in the tropics.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Bayesian estimation of Lassa virus epidemiological parameters: implications for spillover prevention using wildlife vaccination 94%
- Using mechanistic models to highlight research priorities for tick-borne zoonotic diseases: Improving our understanding of the ecology and maintenance of Kyasanur Forest Disease in India 94%
- Rabies-induced behavioural changes are key to rabies persistence in dog populations: investigation using a network-based model 94%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Linking Parasitism to Network Centrality and the Impact of Sampling Bias in its Interpretation 94%
- Longer study length, standardized sampling techniques, and broader geographic scope leads to higher likelihood of detecting stable abundance patterns in long term black-legged tick studies 91%
- A fresh look at an old concept: Home-range estimation in a tidy world 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.