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 m...

Full description

Bibliographic Details
Main Authors: Dileepa Senajith Ediriweera, Anuradhani Kasturiratne, Arunasalam Pathmeswaran, Nipul Kithsiri Gunawardena, Buddhika Asiri Wijayawickrama, Shaluka Francis Jayamanne, Geoffrey Kennedy Isbister, Andrew Dawson, Emanuele Giorgi, Peter John Diggle, David Griffith Lalloo, Hithanadura Janaka de Silva
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-07-01
Series:PLoS Neglected Tropical Diseases
Online Access:http://europepmc.org/articles/PMC4938527?pdf=render
id doaj-062c1a230cf243bcbc7bcfc38c45e472
record_format Article
spelling doaj-062c1a230cf243bcbc7bcfc38c45e4722020-11-25T01:45:50ZengPublic Library of Science (PLoS)PLoS Neglected Tropical Diseases1935-27271935-27352016-07-01107e000481310.1371/journal.pntd.0004813Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis.Dileepa Senajith EdiriweeraAnuradhani KasturiratneArunasalam PathmeswaranNipul Kithsiri GunawardenaBuddhika Asiri WijayawickramaShaluka Francis JayamanneGeoffrey Kennedy IsbisterAndrew DawsonEmanuele GiorgiPeter John DiggleDavid Griffith LallooHithanadura Janaka de SilvaBACKGROUND: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.http://europepmc.org/articles/PMC4938527?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Dileepa Senajith Ediriweera
Anuradhani Kasturiratne
Arunasalam Pathmeswaran
Nipul Kithsiri Gunawardena
Buddhika Asiri Wijayawickrama
Shaluka Francis Jayamanne
Geoffrey Kennedy Isbister
Andrew Dawson
Emanuele Giorgi
Peter John Diggle
David Griffith Lalloo
Hithanadura Janaka de Silva
spellingShingle Dileepa Senajith Ediriweera
Anuradhani Kasturiratne
Arunasalam Pathmeswaran
Nipul Kithsiri Gunawardena
Buddhika Asiri Wijayawickrama
Shaluka Francis Jayamanne
Geoffrey Kennedy Isbister
Andrew Dawson
Emanuele Giorgi
Peter John Diggle
David Griffith Lalloo
Hithanadura Janaka de Silva
Mapping the Risk of Snakebite in Sri Lanka - A National Survey with Geospatial Analysis.
PLoS Neglected Tropical Diseases
author_facet Dileepa Senajith Ediriweera
Anuradhani Kasturiratne
Arunasalam Pathmeswaran
Nipul Kithsiri Gunawardena
Buddhika Asiri Wijayawickrama
Shaluka Francis Jayamanne
Geoffrey Kennedy Isbister
Andrew Dawson
Emanuele Giorgi
Peter John Diggle
David Griffith Lalloo
Hithanadura Janaka de Silva
author_sort Dileepa Senajith Ediriweera
title 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_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_sort mapping the risk of snakebite in sri lanka - a national survey with geospatial analysis.
publisher Public Library of Science (PLoS)
series PLoS Neglected Tropical Diseases
issn 1935-2727
1935-2735
publishDate 2016-07-01
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.
url http://europepmc.org/articles/PMC4938527?pdf=render
work_keys_str_mv AT dileepasenajithediriweera mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT anuradhanikasturiratne mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT arunasalampathmeswaran mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT nipulkithsirigunawardena mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT buddhikaasiriwijayawickrama mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT shalukafrancisjayamanne mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT geoffreykennedyisbister mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT andrewdawson mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT emanuelegiorgi mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT peterjohndiggle mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT davidgriffithlalloo mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
AT hithanadurajanakadesilva mappingtheriskofsnakebiteinsrilankaanationalsurveywithgeospatialanalysis
_version_ 1725022418324422656