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System dynamics modelling approach to explore the effect of dog demography on rabies vaccination coverage in Africa
BACKGROUND: Dogs are important reservoirs of rabies, a zoonotic viral encephalitis that kills thousands of people in Asia and Africa annually. Mass dog vaccination is recommended for the prevention of rabies in both humans and dogs. Mass vaccinations should be conducted annually but more frequent ca...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2018
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6201891/ https://www.ncbi.nlm.nih.gov/pubmed/30359399 http://dx.doi.org/10.1371/journal.pone.0205884 |
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author | Chidumayo, Nozyechi Ngulube |
author_facet | Chidumayo, Nozyechi Ngulube |
author_sort | Chidumayo, Nozyechi Ngulube |
collection | PubMed |
description | BACKGROUND: Dogs are important reservoirs of rabies, a zoonotic viral encephalitis that kills thousands of people in Asia and Africa annually. Mass dog vaccination is recommended for the prevention of rabies in both humans and dogs. Mass vaccinations should be conducted annually but more frequent campaigns may be required in areas with high dog turnover rates. Consequently, a good understanding of dog demography is essential for the control of the disease. The aim of this study was to explore the effect of dog demography on rabies vaccination coverage following a mass vaccination campaign with at least 70% vaccination coverage. METHODOLOGY/PRINCIPAL FINDINGS: A dog population model was constructed to explore the effect of dog demography on rabies vaccination coverage decline. Important model parameters were identified through a comprehensive literature search on dog demography in Africa. A system dynamics approach was adopted to build a dog population model to simulate the effects of demographic processes on rabies vaccination coverage. Vensim PLE Plus software was used to construct the model. Multivariate sensitivity simulations using data from 22 studies and 12 African countries were performed to investigate the effect of dog turnover rates on vaccination coverage decline. In addition, an adjusted vaccination coverage to estimate the proportion of vaccinated dogs with adequate immunity at 12 months post-vaccination was calculated. The results demonstrated that the vaccination coverage and adjusted vaccination coverage remained over 30% and 20% respectively at 12 months if annual mass vaccinations achieved at least 70% coverage. CONCLUSIONS/SIGNIFICANCE: The results demonstrated that annual mass vaccination campaigns with at least 70% vaccination coverage would maintain a herd immunity of 20‒45% between campaigns. |
format | Online Article Text |
id | pubmed-6201891 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-62018912018-11-19 System dynamics modelling approach to explore the effect of dog demography on rabies vaccination coverage in Africa Chidumayo, Nozyechi Ngulube PLoS One Research Article BACKGROUND: Dogs are important reservoirs of rabies, a zoonotic viral encephalitis that kills thousands of people in Asia and Africa annually. Mass dog vaccination is recommended for the prevention of rabies in both humans and dogs. Mass vaccinations should be conducted annually but more frequent campaigns may be required in areas with high dog turnover rates. Consequently, a good understanding of dog demography is essential for the control of the disease. The aim of this study was to explore the effect of dog demography on rabies vaccination coverage following a mass vaccination campaign with at least 70% vaccination coverage. METHODOLOGY/PRINCIPAL FINDINGS: A dog population model was constructed to explore the effect of dog demography on rabies vaccination coverage decline. Important model parameters were identified through a comprehensive literature search on dog demography in Africa. A system dynamics approach was adopted to build a dog population model to simulate the effects of demographic processes on rabies vaccination coverage. Vensim PLE Plus software was used to construct the model. Multivariate sensitivity simulations using data from 22 studies and 12 African countries were performed to investigate the effect of dog turnover rates on vaccination coverage decline. In addition, an adjusted vaccination coverage to estimate the proportion of vaccinated dogs with adequate immunity at 12 months post-vaccination was calculated. The results demonstrated that the vaccination coverage and adjusted vaccination coverage remained over 30% and 20% respectively at 12 months if annual mass vaccinations achieved at least 70% coverage. CONCLUSIONS/SIGNIFICANCE: The results demonstrated that annual mass vaccination campaigns with at least 70% vaccination coverage would maintain a herd immunity of 20‒45% between campaigns. Public Library of Science 2018-10-25 /pmc/articles/PMC6201891/ /pubmed/30359399 http://dx.doi.org/10.1371/journal.pone.0205884 Text en © 2018 Nozyechi Ngulube Chidumayo http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Chidumayo, Nozyechi Ngulube System dynamics modelling approach to explore the effect of dog demography on rabies vaccination coverage in Africa |
title | System dynamics modelling approach to explore the effect of dog demography on rabies vaccination coverage in Africa |
title_full | System dynamics modelling approach to explore the effect of dog demography on rabies vaccination coverage in Africa |
title_fullStr | System dynamics modelling approach to explore the effect of dog demography on rabies vaccination coverage in Africa |
title_full_unstemmed | System dynamics modelling approach to explore the effect of dog demography on rabies vaccination coverage in Africa |
title_short | System dynamics modelling approach to explore the effect of dog demography on rabies vaccination coverage in Africa |
title_sort | system dynamics modelling approach to explore the effect of dog demography on rabies vaccination coverage in africa |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6201891/ https://www.ncbi.nlm.nih.gov/pubmed/30359399 http://dx.doi.org/10.1371/journal.pone.0205884 |
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