
The Library
Data for Elimination of visceral leishmaniasis in the Indian subcontinent: a comparison of predictions from three transmission models: Fitting procedure and Erasmus MC sensitivity analyses
Tools
Chapman, Lloyd A. C. and Le Rutte, Epke A. (2017) Data for Elimination of visceral leishmaniasis in the Indian subcontinent: a comparison of predictions from three transmission models: Fitting procedure and Erasmus MC sensitivity analyses. [Dataset]
![]() |
Microsoft Word (Supplementary file describing model cross-validation)
mmc3.docx - Published Version Available under License Creative Commons Attribution Non-commercial No Derivatives 4.0. Download (1016Kb) |
Official URL: https://wrap.warwick.ac.uk/87551/
Abstract
We present three transmission models of visceral leishmaniasis (VL) in the Indian subcontinent (ISC) with structural differences regarding the disease stage that provides the main contribution to transmission, including models with a prominent role of asymptomatic infection, and fit them to recent case data from 8 endemic districts in Bihar, India. Following a geographical cross-validation of the models, we compare their predictions for achieving the WHO VL elimination targets with ongoing treatment and vector control strategies. All the transmission models suggest that the WHO elimination target (<1 new VL case per 10,000 capita per year at sub-district level) is likely to be met in Bihar, India, before or close to 2020 in sub-districts with a pre-control incidence of 10 VL cases per 10,000 people per year or less, when current intervention levels (60% coverage of indoor residual spraying (IRS) of insecticide and a delay of 40 days from onset of symptoms to treatment (OT)) are maintained, given the accuracy and generalizability of the existing data regarding incidence and IRS coverage. In settings with a pre-control endemicity level of 5/10,000, increasing the effective IRS coverage from 60 to 80% is predicted to lead to elimination of VL 1–3 years earlier (depending on the particular model), and decreasing OT from 40 to 20 days to bring elimination forward by approximately 1 year. However, in all instances the models suggest that L. donovani transmission will continue after 2020 and thus that surveillance and control measures need to remain in place until the longer-term aim of breaking transmission is achieved.
Item Type: | Dataset | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Subjects: | R Medicine > RA Public aspects of medicine > RA0421 Public health. Hygiene. Preventive Medicine | ||||||||||||
Divisions: | Faculty of Science, Engineering and Medicine > Science > Life Sciences (2010- ) > Biological Sciences ( -2010) Faculty of Science, Engineering and Medicine > Science > Life Sciences (2010- ) Faculty of Science, Engineering and Medicine > Science > Mathematics |
||||||||||||
Type of Data: | Text describing cross-validation of models, model selection and sensitivity analyses | ||||||||||||
Library of Congress Subject Headings (LCSH): | Kala-azar -- Prevention -- Bihar (India), Kala-azar -- Transmission -- Bihar (India) | ||||||||||||
Publisher: | University of Warwick, School of Life Sciences | ||||||||||||
Official Date: | 21 April 2017 | ||||||||||||
Dates: |
|
||||||||||||
Status: | Not Peer Reviewed | ||||||||||||
Publication Status: | Published | ||||||||||||
Copyright Holders: | University of Warwick | ||||||||||||
Date of first compliant deposit: | 7 April 2017 | ||||||||||||
Date of first compliant Open Access: | 21 April 2017 | ||||||||||||
RIOXX Funder/Project Grant: |
|
||||||||||||
Open Access Version: |
Request changes or add full text files to a record
Repository staff actions (login required)
![]() |
View Item |
Downloads
Downloads per month over past year