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Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis
BACKGROUND: There is a paucity of robust epidemiological data on snakebite, and data available from hospitals and localized or time-limited surveys have major limitations. No study has investigated the incidence of snakebite across a whole country. We undertook a community-based national survey and...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4938527/ https://www.ncbi.nlm.nih.gov/pubmed/27391023 http://dx.doi.org/10.1371/journal.pntd.0004813 |
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author | Ediriweera, Dileepa Senajith Kasturiratne, Anuradhani Pathmeswaran, Arunasalam Gunawardena, Nipul Kithsiri Wijayawickrama, Buddhika Asiri Jayamanne, Shaluka Francis Isbister, Geoffrey Kennedy Dawson, Andrew Giorgi, Emanuele Diggle, Peter John Lalloo, David Griffith de Silva, Hithanadura Janaka |
author_facet | Ediriweera, Dileepa Senajith Kasturiratne, Anuradhani Pathmeswaran, Arunasalam Gunawardena, Nipul Kithsiri Wijayawickrama, Buddhika Asiri Jayamanne, Shaluka Francis Isbister, Geoffrey Kennedy Dawson, Andrew Giorgi, Emanuele Diggle, Peter John Lalloo, David Griffith de Silva, Hithanadura Janaka |
author_sort | Ediriweera, Dileepa Senajith |
collection | PubMed |
description | BACKGROUND: There is a paucity of robust epidemiological data on snakebite, and data available from hospitals and localized or time-limited surveys have major limitations. No study has investigated the incidence of snakebite across a whole country. We undertook a community-based national survey and model based geostatistics to determine incidence, envenoming, mortality and geographical pattern of snakebite in Sri Lanka. METHODOLOGY/PRINCIPAL FINDINGS: The survey was designed to sample a population distributed equally among the nine provinces of the country. The number of data collection clusters was divided among districts in proportion to their population. Within districts clusters were randomly selected. Population based incidence of snakebite and significant envenoming were estimated. Model-based geostatistics was used to develop snakebite risk maps for Sri Lanka. 1118 of the total of 14022 GN divisions with a population of 165665 (0.8%of the country’s population) were surveyed. The crude overall community incidence of snakebite, envenoming and mortality were 398 (95% CI: 356–441), 151 (130–173) and 2.3 (0.2–4.4) per 100000 population, respectively. Risk maps showed wide variation in incidence within the country, and snakebite hotspots and cold spots were determined by considering the probability of exceeding the national incidence. CONCLUSIONS/SIGNIFICANCE: This study provides community based incidence rates of snakebite and envenoming for Sri Lanka. The within-country spatial variation of bites can inform healthcare decision making and highlights the limitations associated with estimates of incidence from hospital data or localized surveys. Our methods are replicable, and these models can be adapted to other geographic regions after re-estimating spatial covariance parameters for the particular region. |
format | Online Article Text |
id | pubmed-4938527 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49385272016-07-22 Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis Ediriweera, Dileepa Senajith Kasturiratne, Anuradhani Pathmeswaran, Arunasalam Gunawardena, Nipul Kithsiri Wijayawickrama, Buddhika Asiri Jayamanne, Shaluka Francis Isbister, Geoffrey Kennedy Dawson, Andrew Giorgi, Emanuele Diggle, Peter John Lalloo, David Griffith de Silva, Hithanadura Janaka PLoS Negl Trop Dis Research Article BACKGROUND: There is a paucity of robust epidemiological data on snakebite, and data available from hospitals and localized or time-limited surveys have major limitations. No study has investigated the incidence of snakebite across a whole country. We undertook a community-based national survey and model based geostatistics to determine incidence, envenoming, mortality and geographical pattern of snakebite in Sri Lanka. METHODOLOGY/PRINCIPAL FINDINGS: The survey was designed to sample a population distributed equally among the nine provinces of the country. The number of data collection clusters was divided among districts in proportion to their population. Within districts clusters were randomly selected. Population based incidence of snakebite and significant envenoming were estimated. Model-based geostatistics was used to develop snakebite risk maps for Sri Lanka. 1118 of the total of 14022 GN divisions with a population of 165665 (0.8%of the country’s population) were surveyed. The crude overall community incidence of snakebite, envenoming and mortality were 398 (95% CI: 356–441), 151 (130–173) and 2.3 (0.2–4.4) per 100000 population, respectively. Risk maps showed wide variation in incidence within the country, and snakebite hotspots and cold spots were determined by considering the probability of exceeding the national incidence. CONCLUSIONS/SIGNIFICANCE: This study provides community based incidence rates of snakebite and envenoming for Sri Lanka. The within-country spatial variation of bites can inform healthcare decision making and highlights the limitations associated with estimates of incidence from hospital data or localized surveys. Our methods are replicable, and these models can be adapted to other geographic regions after re-estimating spatial covariance parameters for the particular region. Public Library of Science 2016-07-08 /pmc/articles/PMC4938527/ /pubmed/27391023 http://dx.doi.org/10.1371/journal.pntd.0004813 Text en © 2016 Ediriweera et al 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 Ediriweera, Dileepa Senajith Kasturiratne, Anuradhani Pathmeswaran, Arunasalam Gunawardena, Nipul Kithsiri Wijayawickrama, Buddhika Asiri Jayamanne, Shaluka Francis Isbister, Geoffrey Kennedy Dawson, Andrew Giorgi, Emanuele Diggle, Peter John Lalloo, David Griffith de Silva, Hithanadura Janaka Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis |
title | Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis |
title_full | Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis |
title_fullStr | Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis |
title_full_unstemmed | Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis |
title_short | Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis |
title_sort | mapping the risk of snakebite in sri lanka - a national survey with geospatial analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4938527/ https://www.ncbi.nlm.nih.gov/pubmed/27391023 http://dx.doi.org/10.1371/journal.pntd.0004813 |
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