Exploring relationships between drought and epidemic cholera in Africa using generalised linear models.

Gina ECCharnley; IlanKelman; NathanGreen; WesHinsley; Katy AMGaythorpe; Kris A Murray ORCID logo; (2021) Exploring relationships between drought and epidemic cholera in Africa using generalised linear models. BMC infectious diseases, 21 (1). 1177-. ISSN 1471-2334 DOI: 10.1186/s12879-021-06856-4
Copy

BACKGROUND: Temperature and precipitation are known to affect Vibrio cholerae outbreaks. Despite this, the impact of drought on outbreaks has been largely understudied. Africa is both drought and cholera prone and more research is needed in Africa to understand cholera dynamics in relation to drought. METHODS: Here, we analyse a range of environmental and socioeconomic covariates and fit generalised linear models to publicly available national data, to test for associations with several indices of drought and make cholera outbreak projections to 2070 under three scenarios of global change, reflecting varying trajectories of CO2 emissions, socio-economic development, and population growth. RESULTS: The best-fit model implies that drought is a significant risk factor for African cholera outbreaks, alongside positive effects of population, temperature and poverty and a negative effect of freshwater withdrawal. The projections show that following stringent emissions pathways and expanding sustainable development may reduce cholera outbreak occurrence in Africa, although these changes were spatially heterogeneous. CONCLUSIONS: Despite an effect of drought in explaining recent cholera outbreaks, future projections highlighted the potential for sustainable development gains to offset drought-related impacts on cholera risk. Future work should build on this research investigating the impacts of drought on cholera on a finer spatial scale and potential non-linear relationships, especially in high-burden countries which saw little cholera change in the scenario analysis.



picture_as_pdf
Exploring relationships between drought and epidemic cholera in Africa using generalised linear models.pdf
subject
Published Version
Available under Creative Commons: 4.0

View Download

Explore Further

Read more research from the creator(s):

Find work associated with the faculties and division(s):

Find work from this publication: