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Dynamics of conflict during the Ebola outbreak in the Democratic Republic of the Congo 2018–2019
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 c...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7184697/ https://www.ncbi.nlm.nih.gov/pubmed/32336281 http://dx.doi.org/10.1186/s12916-020-01574-1 |
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author | Kraemer, Moritz U. G. Pigott, David M. Hill, Sarah C. Vanderslott, Samantha Reiner, Robert C. Stasse, Stephanie Brownstein, John S. Gutierrez, Bernardo Dennig, Francis Hay, Simon I. Wint, G. R. William Pybus, Oliver G. Castro, Marcia C. Vinck, Patrick Pham, Phuong N. Nilles, Eric J. Cauchemez, Simon |
author_facet | Kraemer, Moritz U. G. Pigott, David M. Hill, Sarah C. Vanderslott, Samantha Reiner, Robert C. Stasse, Stephanie Brownstein, John S. Gutierrez, Bernardo Dennig, Francis Hay, Simon I. Wint, G. R. William Pybus, Oliver G. Castro, Marcia C. Vinck, Patrick Pham, Phuong N. Nilles, Eric J. Cauchemez, Simon |
author_sort | Kraemer, Moritz U. G. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7184697 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-71846972020-04-30 Dynamics of conflict during the Ebola outbreak in the Democratic Republic of the Congo 2018–2019 Kraemer, Moritz U. G. Pigott, David M. Hill, Sarah C. Vanderslott, Samantha Reiner, Robert C. Stasse, Stephanie Brownstein, John S. Gutierrez, Bernardo Dennig, Francis Hay, Simon I. Wint, G. R. William Pybus, Oliver G. Castro, Marcia C. Vinck, Patrick Pham, Phuong N. Nilles, Eric J. Cauchemez, Simon BMC Med Research Article 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. BioMed Central 2020-04-27 /pmc/articles/PMC7184697/ /pubmed/32336281 http://dx.doi.org/10.1186/s12916-020-01574-1 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Kraemer, Moritz U. G. Pigott, David M. Hill, Sarah C. Vanderslott, Samantha Reiner, Robert C. Stasse, Stephanie Brownstein, John S. Gutierrez, Bernardo Dennig, Francis Hay, Simon I. Wint, G. R. William Pybus, Oliver G. Castro, Marcia C. Vinck, Patrick Pham, Phuong N. Nilles, Eric J. Cauchemez, Simon Dynamics of conflict during the Ebola outbreak in the Democratic Republic of the Congo 2018–2019 |
title | Dynamics of conflict during the Ebola outbreak in the Democratic Republic of the Congo 2018–2019 |
title_full | Dynamics of conflict during the Ebola outbreak in the Democratic Republic of the Congo 2018–2019 |
title_fullStr | Dynamics of conflict during the Ebola outbreak in the Democratic Republic of the Congo 2018–2019 |
title_full_unstemmed | Dynamics of conflict during the Ebola outbreak in the Democratic Republic of the Congo 2018–2019 |
title_short | Dynamics of conflict during the Ebola outbreak in the Democratic Republic of the Congo 2018–2019 |
title_sort | dynamics of conflict during the ebola outbreak in the democratic republic of the congo 2018–2019 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7184697/ https://www.ncbi.nlm.nih.gov/pubmed/32336281 http://dx.doi.org/10.1186/s12916-020-01574-1 |
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