Imaging · dataset · 2014
Potential for large outbreaks of Ebola virus disease: Supplementary Data
Listed in LSHTM Data Compass
Outbreaks of Ebola virus can cause substantial morbidity and mortality in affected regions.
Description
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.
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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.
Links
Where it is published
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/142/1/Figure1.jpg ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/142/2/Figure2.jpg ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/142/4/Figure4.jpg ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/142/5/Figure5.jpg ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/142/6/Figure6.jpg ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/142/8/mmc2.txt ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/142/10/table1.csv ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/142/11/table2.csv ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/142/12/table3.csv ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/142/13/SupplementaryMaterial.pdf ↗
landing page · from lshtm ac uk
- LSHTM Data Compass record datacompass.lshtm.ac.uk/id/eprint/142/3/Figure3.jpg ↗
landing page · from lshtm ac uk
- DOI doi.org/10.17037/data.27 ↗
DOI / persistent id · from lshtm ac uk
Catalogue records · 1
- OAI-PMH record datacompass.lshtm.ac.uk/cgi/oai2?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3… ↗
metadata API · from lshtm ac uk
Topics
- From keywords
- Earth & Environmental Science · Humanities · Life Sciences · Medicine & Health · Social Science
- Inferred from text
- Disease 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| LSHTM Data Compass | oai:datacompass.lshtm.ac.uk:142 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[disease].local:disease:disease | enrichment · lshtm ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].local:field:earth-environmental | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| description | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | |
| title | source · lshtm ac uk | connector:lshtm_ac_uk@1.0.0 | /metadata/dc/title |