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Causes of delayed outbreak responses and their impacts on epidemic spread

Abstract:
Livestock diseases have devastating consequences economically, socially and politically across the globe. In certain systems, pathogens remain viable after host death, which enables residual transmissions from infected carcasses. Rapid culling and carcass disposal are well-established strategies for stamping out an outbreak and limiting its impact; however, wait-times for these procedures, i.e. response delays, are typically farm-specific and time-varying due to logistical constraints. Failing to incorporate variable response delays in epidemiological models may understate outbreak projections and mislead management decisions. We revisited the 2001 foot-and-mouth epidemic in the United Kingdom and sought to understand how misrepresented response delays can influence model predictions. Survival analysis identified farm size and control demand as key factors that impeded timely culling and disposal activities on individual farms. Using these factors in the context of an existing policy to predict local variation in response times significantly affected predictions at the national scale. Models that assumed fixed, timely responses grossly underestimated epidemic severity and its long-term consequences. As a result, this study demonstrates how general inclusion of response dynamics and recognition of partial controllability of interventions can help inform management priorities during epidemics of livestock diseases.
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1098/rsif.2020.0933

Authors

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Role:
Author
ORCID:
0000-0001-5973-9422
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Institution:
University of Oxford
Department:
Big Data Institute
Role:
Author
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Role:
Author
ORCID:
0000-0002-7607-8248
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Role:
Author
ORCID:
0000-0002-8081-536X


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Funder identifier:
https://ror.org/00cwqg982
Grant:
BB/S01750X/1
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Funder identifier:
https://ror.org/01cwqze88
Grant:
R01 GM105247-01
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Funder identifier:
10.13039/100000203
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Funder identifier:
https://ror.org/035a68863


Publisher:
The Royal Society
Journal:
Journal of the Royal Society Interface More from this journal
Volume:
18
Issue:
176
Pages:
20200933
Article number:
20200933
Publication date:
2021-03-03
Acceptance date:
2021-02-08
DOI:
EISSN:
1742-5662
ISSN:
1742-5689


Language:
English
Keywords:
Pubs id:
1168036
Local pid:
pubs:1168036
Source identifiers:
3793702
Deposit date:
2026-02-25
ARK identifier:
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