Current characteristics of animal rabies cases in Thailand and relevant risk factors identified by a spatial modeling approach.

The situation of human rabies in Thailand has gradually declined over the past four decades. However, the number of animal rabies cases has slightly increased in the last ten years. This study thus aimed to describe the characteristics of animal rabies between 2017 and 2018 in Thailand in which the...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Weerapong Thanapongtharm, Sarin Suwanpakdee, Arun Chumkaeo, Marius Gilbert, Anuwat Wiratsudakul
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2021
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0009980
https://doaj.org/article/067e26d5051e475887f526aa9ace8b42
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spelling ftdoajarticles:oai:doaj.org/article:067e26d5051e475887f526aa9ace8b42 2023-12-03T10:18:14+01:00 Current characteristics of animal rabies cases in Thailand and relevant risk factors identified by a spatial modeling approach. Weerapong Thanapongtharm Sarin Suwanpakdee Arun Chumkaeo Marius Gilbert Anuwat Wiratsudakul 2021-12-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0009980 https://doaj.org/article/067e26d5051e475887f526aa9ace8b42 EN eng Public Library of Science (PLoS) https://journals.plos.org/plosntds/article/file?id=10.1371/journal.pntd.0009980&type=printable https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0009980 https://doaj.org/article/067e26d5051e475887f526aa9ace8b42 PLoS Neglected Tropical Diseases, Vol 15, Iss 12, p e0009980 (2021) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2021 ftdoajarticles https://doi.org/10.1371/journal.pntd.0009980 2023-11-05T01:37:23Z The situation of human rabies in Thailand has gradually declined over the past four decades. However, the number of animal rabies cases has slightly increased in the last ten years. This study thus aimed to describe the characteristics of animal rabies between 2017 and 2018 in Thailand in which the prevalence was fairly high and to quantify the association between monthly rabies occurrences and explainable variables using the generalized additive models (GAMs) to predict the spatial risk areas for rabies spread. Our results indicate that the majority of animals affected by rabies in Thailand are dogs. Most of the affected dogs were owned, free or semi-free roaming, and unvaccinated. Clusters of rabies were highly distributed in the northeast, followed by the central and the south of the country. Temporally, the number of cases gradually increased after June and reached a peak in January. Based on our spatial models, human and cattle population density as well as the spatio-temporal history of rabies occurrences, and the distances from the cases to the secondary roads and country borders are identified as the risk factors. Our predictive maps are applicable for strengthening the surveillance system in high-risk areas. Nevertheless, the identified risk factors should be rigorously considered and integrated into the strategic plans for the prevention and control of animal rabies in Thailand. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 15 12 e0009980
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Weerapong Thanapongtharm
Sarin Suwanpakdee
Arun Chumkaeo
Marius Gilbert
Anuwat Wiratsudakul
Current characteristics of animal rabies cases in Thailand and relevant risk factors identified by a spatial modeling approach.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description The situation of human rabies in Thailand has gradually declined over the past four decades. However, the number of animal rabies cases has slightly increased in the last ten years. This study thus aimed to describe the characteristics of animal rabies between 2017 and 2018 in Thailand in which the prevalence was fairly high and to quantify the association between monthly rabies occurrences and explainable variables using the generalized additive models (GAMs) to predict the spatial risk areas for rabies spread. Our results indicate that the majority of animals affected by rabies in Thailand are dogs. Most of the affected dogs were owned, free or semi-free roaming, and unvaccinated. Clusters of rabies were highly distributed in the northeast, followed by the central and the south of the country. Temporally, the number of cases gradually increased after June and reached a peak in January. Based on our spatial models, human and cattle population density as well as the spatio-temporal history of rabies occurrences, and the distances from the cases to the secondary roads and country borders are identified as the risk factors. Our predictive maps are applicable for strengthening the surveillance system in high-risk areas. Nevertheless, the identified risk factors should be rigorously considered and integrated into the strategic plans for the prevention and control of animal rabies in Thailand.
format Article in Journal/Newspaper
author Weerapong Thanapongtharm
Sarin Suwanpakdee
Arun Chumkaeo
Marius Gilbert
Anuwat Wiratsudakul
author_facet Weerapong Thanapongtharm
Sarin Suwanpakdee
Arun Chumkaeo
Marius Gilbert
Anuwat Wiratsudakul
author_sort Weerapong Thanapongtharm
title Current characteristics of animal rabies cases in Thailand and relevant risk factors identified by a spatial modeling approach.
title_short Current characteristics of animal rabies cases in Thailand and relevant risk factors identified by a spatial modeling approach.
title_full Current characteristics of animal rabies cases in Thailand and relevant risk factors identified by a spatial modeling approach.
title_fullStr Current characteristics of animal rabies cases in Thailand and relevant risk factors identified by a spatial modeling approach.
title_full_unstemmed Current characteristics of animal rabies cases in Thailand and relevant risk factors identified by a spatial modeling approach.
title_sort current characteristics of animal rabies cases in thailand and relevant risk factors identified by a spatial modeling approach.
publisher Public Library of Science (PLoS)
publishDate 2021
url https://doi.org/10.1371/journal.pntd.0009980
https://doaj.org/article/067e26d5051e475887f526aa9ace8b42
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 15, Iss 12, p e0009980 (2021)
op_relation https://journals.plos.org/plosntds/article/file?id=10.1371/journal.pntd.0009980&type=printable
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0009980
https://doaj.org/article/067e26d5051e475887f526aa9ace8b42
op_doi https://doi.org/10.1371/journal.pntd.0009980
container_title PLOS Neglected Tropical Diseases
container_volume 15
container_issue 12
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