Camacho, A, Kucharski, A, Funk, S, Breman, J, Piot, P and Edmunds, J. 2014. Potential for large outbreaks of Ebola virus disease: Supplementary Data. [Online]. London School of Hygiene & Tropical Medicine, London, United Kingdom. Available from: https://doi.org/10.17037/DATA.27.
Camacho, A, Kucharski, A, Funk, S, Breman, J, Piot, P and Edmunds, J. Potential for large outbreaks of Ebola virus disease: Supplementary Data [Internet]. London School of Hygiene & Tropical Medicine; 2014. Available from: https://doi.org/10.17037/DATA.27.
Camacho, A, Kucharski, A, Funk, S, Breman, J, Piot, P and Edmunds, J (2014). Potential for large outbreaks of Ebola virus disease: Supplementary Data. [Data Collection]. London School of Hygiene & Tropical Medicine, London, United Kingdom. https://doi.org/10.17037/DATA.27.
Description
Outbreaks of Ebola virus can cause substantial morbidity and mortality in affected regions. The largest outbreak of Ebola to date is currently underway in West Africa, with 3944 cases reported as of 5th September 2014. To develop a better understanding of Ebola transmission dynamics, we revisited data from the first known Ebola outbreak, which occurred in 1976 in Zaire (now Democratic Republic of Congo). By fitting a mathematical model to time series stratified by disease onset, outcome and source of infection, we were able to estimate several epidemiological quantities that have previously proved challenging to measure, including the contribution of hospital and community infection to transmission. We found evidence that transmission decreased considerably before the closure of the hospital, suggesting that the decline of the outbreak was most likely the result of changes in host behaviour. Our analysis suggests that the person-to-person reproduction number was 1.34 (95% CI: 0.92–2.11) in the early part of the outbreak. Using stochastic simulations we demonstrate that the same epidemiological conditions that were present in 1976 could have generated a large outbreak purely by chance. At the same time, the relatively high person-to-person basic reproduction number suggests that Ebola would have been difficult to control through hospital-based infection control measures alone.
Data capture method | Compilation/Synthesis | ||||||||
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Data Collection Period |
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Date (Date published in a 3rd party system) | 21 October 2014 | ||||||||
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Language(s) of written materials | English |
Data Creators | Camacho, A, Kucharski, A, Funk, S, Breman, J, Piot, P and Edmunds, J |
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LSHTM Faculty/Department | Faculty of Epidemiology and Population Health > Dept of Infectious Disease Epidemiology |
Participating Institutions | London School of Hygiene & Tropical Medicine, London, UK, National Institutes of Health, United States |
Funders |
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Date Deposited | 21 Jan 2016 14:38 |
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Last Modified | 27 Apr 2022 18:19 |
Publisher | London School of Hygiene & Tropical Medicine |
Downloads
Data / Code
Filename: mmc2.txt
Description: MMC2 - Supplementary data. See paper for context
Content type: Dataset
File size: 77B
Mime-Type: text/plain
Filename: table1.csv
Description: Previously published estimates of basic reproduction number, R0, for Ebola
Content type: Dataset
File size: 523B
Mime-Type: text/plain
Filename: table2.csv
Description: Parameter definitions and corresponding estimates. Prior distributions used during model fitting are also shown
Content type: Dataset
File size: 1kB
Mime-Type: text/plain
Filename: table3.csv
Description: Estimates of the basic reproduction number, R0, split into different component transmission routes.
Content type: Dataset
File size: 344B
Mime-Type: text/plain
Data Visualisation
Filename: Figure1.jpg
Description: Daily incidence time series of Ebola virus disease onsets in 1976
Content type: Still Image
File size: 51kB
Mime-Type: image/jpeg
Filename: Figure2.jpg
Description: Schematic of model structure
Content type: Still Image
File size: 14kB
Mime-Type: image/jpeg
Filename: Figure3.jpg
Description: Comparison of our fitted model and observed daily incidence time series (black dots) reconstructed from the line list of Ebola cases in Zaire in 1976
Content type: Still Image
File size: 96kB
Mime-Type: image/jpeg
Filename: Figure4.jpg
Description: Drop in the reproduction number (R(t)) owing to change of behaviour in community contacts and visit of outpatients to the hospital
Content type: Still Image
File size: 67kB
Mime-Type: image/jpeg
Filename: Figure5.jpg
Description: Potential alternative trajectories of an Ebola outbreak in Yambuku
Content type: Still Image
File size: 159kB
Mime-Type: image/jpeg
Filename: Figure6.jpg
Description: Distribution of Ebola outbreak sizes in different scenarios
Content type: Still Image
File size: 85kB
Mime-Type: image/jpeg
Documentation
Filename: SupplementaryMaterial.pdf
Description: Dataset documentation
Content type: Textual content
File size: 2MB
Mime-Type: application/pdf