Farm-level risk factors of increased abortion and mortality in domestic ruminants during the 2010 rift valley fever outbreak in central south africa

Melinda K. Rostal, Sarah Cleaveland, Claudia Cordel, Lara Van Staden, Louise Matthews, Assaf Anyamba, William B. Karesh, Janusz T. Paweska, Daniel T. Haydon, Noam Ross

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

(1) Background: Rift Valley fever (RVF) outbreaks in domestic ruminants have severe socio-economic impacts. Climate-based continental predictions providing early warnings to regions at risk for RVF outbreaks are not of a high enough resolution for ruminant owners to assess their individual risk. (2) Methods: We analyzed risk factors for RVF occurrence and severity at the farm level using the number of domestic ruminant deaths and abortions reported by farmers in central South Africa during the 2010 RVF outbreaks using a Bayesian multinomial hurdle framework. (3) Results: We found strong support that the proportion of days with precipitation, the number of water sources, and the proportion of goats in the herd were positively associated with increased severity of RVF (the numbers of deaths and abortions). We did not find an association between any risk factors and whether RVF was reported on farms. (4) Conclusions: At the farm level we identified risk factors of RVF severity; however, there was little support for risk factors of RVF occurrence. The identification of farm-level risk factors for Rift Valley fever virus (RVFV) occurrence would support and potentially improve current prediction methods and would provide animal owners with critical information needed in order to assess their herd’s risk of RVFV infection.

Original languageEnglish
Article number914
Pages (from-to)1-20
Number of pages20
JournalPathogens
Volume9
Issue number11
DOIs
StatePublished - Nov 2020
Externally publishedYes

Funding

Funding: This research was funded by U.S. Department of Defense, Defense Threat Reduction Agency, grant number HDTRA1-14-1-0029. The project depicted is sponsored by the U.S. Department of Defense, Defense Threat Reduction Agency. The content of the information does not necessarily reflect the position or the policy of the federal government, and no official endorsement should be inferred. The APC was funded by U.S. Department of Defense, Defense Threat Reduction Agency.

Keywords

  • Abortions
  • Bayesian
  • Clinical signs
  • Deaths
  • Farm level
  • Hurdle multinomial
  • Prediction
  • Rift Valley fever
  • Risk factors
  • Ruminants

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