A stochastic model for the probability of malaria extinction by mass drug administration

Abstract Background Mass drug administration (MDA) has been proposed as an intervention to achieve local extinction of malaria. Although its effect on the reproduction number is short lived, extinction may subsequently occur in a small population due to stochastic fluctuations. This paper examines h...

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Published in:Malaria Journal
Main Authors: Peter Pemberton-Ross, Nakul Chitnis, Emilie Pothin, Thomas A. Smith
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2017
Subjects:
Online Access:https://doi.org/10.1186/s12936-017-2010-x
https://doaj.org/article/75ac622ef09a4c2e88a3f427e10b61e1
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spelling ftdoajarticles:oai:doaj.org/article:75ac622ef09a4c2e88a3f427e10b61e1 2023-05-15T15:10:26+02:00 A stochastic model for the probability of malaria extinction by mass drug administration Peter Pemberton-Ross Nakul Chitnis Emilie Pothin Thomas A. Smith 2017-09-01T00:00:00Z https://doi.org/10.1186/s12936-017-2010-x https://doaj.org/article/75ac622ef09a4c2e88a3f427e10b61e1 EN eng BMC http://link.springer.com/article/10.1186/s12936-017-2010-x https://doaj.org/toc/1475-2875 doi:10.1186/s12936-017-2010-x 1475-2875 https://doaj.org/article/75ac622ef09a4c2e88a3f427e10b61e1 Malaria Journal, Vol 16, Iss 1, Pp 1-9 (2017) Stochastic extinction Malaria Elimination Mathematical model Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2017 ftdoajarticles https://doi.org/10.1186/s12936-017-2010-x 2022-12-31T03:39:17Z Abstract Background Mass drug administration (MDA) has been proposed as an intervention to achieve local extinction of malaria. Although its effect on the reproduction number is short lived, extinction may subsequently occur in a small population due to stochastic fluctuations. This paper examines how the probability of stochastic extinction depends on population size, MDA coverage and the reproduction number under control, R c . A simple compartmental model is developed which is used to compute the probability of extinction using probability generating functions. The expected time to extinction in small populations after MDA for various scenarios in this model is calculated analytically. Results The results indicate that mass drug administration (Firstly, R c must be sustained at R c < 1.2 to avoid the rapid re-establishment of infections in the population. Secondly, the MDA must produce effective cure rates of >95% to have a non-negligible probability of successful elimination. Stochastic fluctuations only significantly affect the probability of extinction in populations of about 1000 individuals or less. The expected time to extinction via stochastic fluctuation is less than 10 years only in populations less than about 150 individuals. Clustering of secondary infections and of MDA distribution both contribute positively to the potential probability of success, indicating that MDA would most effectively be administered at the household level. Conclusions There are very limited circumstances in which MDA will lead to local malaria elimination with a substantial probability. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 16 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Stochastic extinction
Malaria
Elimination
Mathematical model
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle Stochastic extinction
Malaria
Elimination
Mathematical model
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Peter Pemberton-Ross
Nakul Chitnis
Emilie Pothin
Thomas A. Smith
A stochastic model for the probability of malaria extinction by mass drug administration
topic_facet Stochastic extinction
Malaria
Elimination
Mathematical model
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background Mass drug administration (MDA) has been proposed as an intervention to achieve local extinction of malaria. Although its effect on the reproduction number is short lived, extinction may subsequently occur in a small population due to stochastic fluctuations. This paper examines how the probability of stochastic extinction depends on population size, MDA coverage and the reproduction number under control, R c . A simple compartmental model is developed which is used to compute the probability of extinction using probability generating functions. The expected time to extinction in small populations after MDA for various scenarios in this model is calculated analytically. Results The results indicate that mass drug administration (Firstly, R c must be sustained at R c < 1.2 to avoid the rapid re-establishment of infections in the population. Secondly, the MDA must produce effective cure rates of >95% to have a non-negligible probability of successful elimination. Stochastic fluctuations only significantly affect the probability of extinction in populations of about 1000 individuals or less. The expected time to extinction via stochastic fluctuation is less than 10 years only in populations less than about 150 individuals. Clustering of secondary infections and of MDA distribution both contribute positively to the potential probability of success, indicating that MDA would most effectively be administered at the household level. Conclusions There are very limited circumstances in which MDA will lead to local malaria elimination with a substantial probability.
format Article in Journal/Newspaper
author Peter Pemberton-Ross
Nakul Chitnis
Emilie Pothin
Thomas A. Smith
author_facet Peter Pemberton-Ross
Nakul Chitnis
Emilie Pothin
Thomas A. Smith
author_sort Peter Pemberton-Ross
title A stochastic model for the probability of malaria extinction by mass drug administration
title_short A stochastic model for the probability of malaria extinction by mass drug administration
title_full A stochastic model for the probability of malaria extinction by mass drug administration
title_fullStr A stochastic model for the probability of malaria extinction by mass drug administration
title_full_unstemmed A stochastic model for the probability of malaria extinction by mass drug administration
title_sort stochastic model for the probability of malaria extinction by mass drug administration
publisher BMC
publishDate 2017
url https://doi.org/10.1186/s12936-017-2010-x
https://doaj.org/article/75ac622ef09a4c2e88a3f427e10b61e1
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 16, Iss 1, Pp 1-9 (2017)
op_relation http://link.springer.com/article/10.1186/s12936-017-2010-x
https://doaj.org/toc/1475-2875
doi:10.1186/s12936-017-2010-x
1475-2875
https://doaj.org/article/75ac622ef09a4c2e88a3f427e10b61e1
op_doi https://doi.org/10.1186/s12936-017-2010-x
container_title Malaria Journal
container_volume 16
container_issue 1
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