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Published in: BMC Medicine 1/2020

01-12-2020 | Ebola Virus | Research article

Dynamics of conflict during the Ebola outbreak in the Democratic Republic of the Congo 2018–2019

Authors: Moritz U. G. Kraemer, David M. Pigott, Sarah C. Hill, Samantha Vanderslott, Robert C. Reiner Jr, Stephanie Stasse, John S. Brownstein, Bernardo Gutierrez, Francis Dennig, Simon I. Hay, G. R. William Wint, Oliver G. Pybus, Marcia C. Castro, Patrick Vinck, Phuong N. Pham, Eric J. Nilles, Simon Cauchemez

Published in: BMC Medicine | Issue 1/2020

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Abstract

Background

The 2018–2019 Ebola virus disease (EVD) outbreak in North Kivu and Ituri provinces in the Democratic Republic of the Congo (DRC) is the largest ever recorded in the DRC. It has been declared a Public Health Emergency of International Concern. The outbreak emerged in a region of chronic conflict and insecurity, and directed attacks against health care workers may have interfered with disease response activities. Our study characterizes and quantifies the broader conflict dynamics over the course of the outbreak by pairing epidemiological and all available spatial conflict data.

Methods

We build a set of conflict variables by mapping the spatial locations of all conflict events and their associated deaths in each of the affected health zones in North Kivu and Ituri, eastern DRC, before and during the outbreak. Using these data, we compare patterns of conflict before and during the outbreak in affected health zones and those not affected. We then test whether conflict is correlated with increased EVD transmission at the health zone level.

Findings

The incidence of conflict events per capita is ~ 600 times more likely in Ituri and North Kivu than for the rest of the DRC. We identified 15 time periods of substantial uninterrupted transmission across 11 health zones and a total of 120 bi-weeks. We do not find significant short-term associations between the bi-week reproduction numbers and the number of conflicts. However, we do find that the incidence of conflict per capita was correlated with the incidence of EVD per capita at the health zone level for the entire outbreak (Pearson’s r = 0.33, 95% CI 0.05–0.57). In the two provinces, the monthly number of conflict events also increased by a factor of 2.7 in Ebola-affected health zones (p value < 0.05) compared to 2.0 where no transmission was reported and 1.3 in the rest of the DRC, in the period between February 2019 and July 2019.

Conclusion

We characterized the association between variables documenting broad conflict levels and EVD transmission. Such assessment is important to understand if and how such conflict variables could be used to inform the outbreak response. We found that while these variables can help characterize long-term challenges and susceptibilities of the different regions they provide little insight on the short-term dynamics of EVD transmission.
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Literature
5.
go back to reference Maxmen A. War zone complicates roll - out of Ebola vaccine. Nature. 2018;560:289–90.CrossRef Maxmen A. War zone complicates roll - out of Ebola vaccine. Nature. 2018;560:289–90.CrossRef
14.
go back to reference Cori A, Ferguson NM, Fraser C, Cauchemez S. Practice of epidemiology a new framework and software to estimate time-varying reproduction numbers during epidemics. Am J Epidemiol. 2013;178:1505–12.CrossRef Cori A, Ferguson NM, Fraser C, Cauchemez S. Practice of epidemiology a new framework and software to estimate time-varying reproduction numbers during epidemics. Am J Epidemiol. 2013;178:1505–12.CrossRef
16.
go back to reference R Core Team. R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2019. R Core Team. R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2019.
23.
go back to reference Kraemer MUG, Faria NR Jr, RCR, Golding N, Nikolay B, Stasse S, et al. Spread of yellow fever virus outbreak in Angola and the Democratic Republic of the Congo 2015–16: a modelling study. Lancet Infect Dis. 2016;3099:1–9. Kraemer MUG, Faria NR Jr, RCR, Golding N, Nikolay B, Stasse S, et al. Spread of yellow fever virus outbreak in Angola and the Democratic Republic of the Congo 2015–16: a modelling study. Lancet Infect Dis. 2016;3099:1–9.
25.
go back to reference Pigott DM, et al. Local, national, and regional viral haemorrhagic fever pandemic potential in Africa: a multistage analysis. Lancet. 2017;390:2662–72. Pigott DM, et al. Local, national, and regional viral haemorrhagic fever pandemic potential in Africa: a multistage analysis. Lancet. 2017;390:2662–72.
26.
Metadata
Title
Dynamics of conflict during the Ebola outbreak in the Democratic Republic of the Congo 2018–2019
Authors
Moritz U. G. Kraemer
David M. Pigott
Sarah C. Hill
Samantha Vanderslott
Robert C. Reiner Jr
Stephanie Stasse
John S. Brownstein
Bernardo Gutierrez
Francis Dennig
Simon I. Hay
G. R. William Wint
Oliver G. Pybus
Marcia C. Castro
Patrick Vinck
Phuong N. Pham
Eric J. Nilles
Simon Cauchemez
Publication date
01-12-2020
Publisher
BioMed Central
Keyword
Ebola Virus
Published in
BMC Medicine / Issue 1/2020
Electronic ISSN: 1741-7015
DOI
https://doi.org/10.1186/s12916-020-01574-1

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