Assessment of climate-driven variations in malaria incidence in Swaziland: toward malaria elimination

Abstract Background Swaziland aims to eliminate malaria by 2020. However, imported cases from neighbouring endemic countries continue to sustain local parasite reservoirs and initiate transmission. As certain weather and climatic conditions may trigger or intensify malaria outbreaks, identification...

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Published in:Malaria Journal
Main Authors: Ting-Wu Chuang, Adam Soble, Nyasatu Ntshalintshali, Nomcebo Mkhonta, Eric Seyama, Steven Mthethwa, Deepa Pindolia, Simon Kunene
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2017
Subjects:
Online Access:https://doi.org/10.1186/s12936-017-1874-0
https://doaj.org/article/2a2d8979c41a46de97dde3a2a5ce06e1
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spelling ftdoajarticles:oai:doaj.org/article:2a2d8979c41a46de97dde3a2a5ce06e1 2023-05-15T15:13:18+02:00 Assessment of climate-driven variations in malaria incidence in Swaziland: toward malaria elimination Ting-Wu Chuang Adam Soble Nyasatu Ntshalintshali Nomcebo Mkhonta Eric Seyama Steven Mthethwa Deepa Pindolia Simon Kunene 2017-06-01T00:00:00Z https://doi.org/10.1186/s12936-017-1874-0 https://doaj.org/article/2a2d8979c41a46de97dde3a2a5ce06e1 EN eng BMC http://link.springer.com/article/10.1186/s12936-017-1874-0 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-017-1874-0 1475-2875 https://doaj.org/article/2a2d8979c41a46de97dde3a2a5ce06e1 Malaria Journal, Vol 16, Iss 1, Pp 1-10 (2017) Climate variations Malaria elimination Swaziland Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2017 ftdoajarticles https://doi.org/10.1186/s12936-017-1874-0 2022-12-31T03:45:15Z Abstract Background Swaziland aims to eliminate malaria by 2020. However, imported cases from neighbouring endemic countries continue to sustain local parasite reservoirs and initiate transmission. As certain weather and climatic conditions may trigger or intensify malaria outbreaks, identification of areas prone to these conditions may aid decision-makers in deploying targeted malaria interventions more effectively. Methods Malaria case-surveillance data for Swaziland were provided by Swaziland’s National Malaria Control Programme. Climate data were derived from local weather stations and remote sensing images. Climate parameters and malaria cases between 2001 and 2015 were then analysed using seasonal autoregressive integrated moving average models and distributed lag non-linear models (DLNM). Results The incidence of malaria in Swaziland increased between 2005 and 2010, especially in the Lubombo and Hhohho regions. A time-series analysis indicated that warmer temperatures and higher precipitation in the Lubombo and Hhohho administrative regions are conducive to malaria transmission. DLNM showed that the risk of malaria increased in Lubombo when the maximum temperature was above 30 °C or monthly precipitation was above 5 in. In Hhohho, the minimum temperature remaining above 15 °C or precipitation being greater than 10 in. might be associated with malaria transmission. Conclusions This study provides a preliminary assessment of the impact of short-term climate variations on malaria transmission in Swaziland. The geographic separation of imported and locally acquired malaria, as well as population behaviour, highlight the varying modes of transmission, part of which may be relevant to climate conditions. Thus, the impact of changing climate conditions should be noted as Swaziland moves toward malaria elimination. 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 Climate variations
Malaria elimination
Swaziland
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle Climate variations
Malaria elimination
Swaziland
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Ting-Wu Chuang
Adam Soble
Nyasatu Ntshalintshali
Nomcebo Mkhonta
Eric Seyama
Steven Mthethwa
Deepa Pindolia
Simon Kunene
Assessment of climate-driven variations in malaria incidence in Swaziland: toward malaria elimination
topic_facet Climate variations
Malaria elimination
Swaziland
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background Swaziland aims to eliminate malaria by 2020. However, imported cases from neighbouring endemic countries continue to sustain local parasite reservoirs and initiate transmission. As certain weather and climatic conditions may trigger or intensify malaria outbreaks, identification of areas prone to these conditions may aid decision-makers in deploying targeted malaria interventions more effectively. Methods Malaria case-surveillance data for Swaziland were provided by Swaziland’s National Malaria Control Programme. Climate data were derived from local weather stations and remote sensing images. Climate parameters and malaria cases between 2001 and 2015 were then analysed using seasonal autoregressive integrated moving average models and distributed lag non-linear models (DLNM). Results The incidence of malaria in Swaziland increased between 2005 and 2010, especially in the Lubombo and Hhohho regions. A time-series analysis indicated that warmer temperatures and higher precipitation in the Lubombo and Hhohho administrative regions are conducive to malaria transmission. DLNM showed that the risk of malaria increased in Lubombo when the maximum temperature was above 30 °C or monthly precipitation was above 5 in. In Hhohho, the minimum temperature remaining above 15 °C or precipitation being greater than 10 in. might be associated with malaria transmission. Conclusions This study provides a preliminary assessment of the impact of short-term climate variations on malaria transmission in Swaziland. The geographic separation of imported and locally acquired malaria, as well as population behaviour, highlight the varying modes of transmission, part of which may be relevant to climate conditions. Thus, the impact of changing climate conditions should be noted as Swaziland moves toward malaria elimination.
format Article in Journal/Newspaper
author Ting-Wu Chuang
Adam Soble
Nyasatu Ntshalintshali
Nomcebo Mkhonta
Eric Seyama
Steven Mthethwa
Deepa Pindolia
Simon Kunene
author_facet Ting-Wu Chuang
Adam Soble
Nyasatu Ntshalintshali
Nomcebo Mkhonta
Eric Seyama
Steven Mthethwa
Deepa Pindolia
Simon Kunene
author_sort Ting-Wu Chuang
title Assessment of climate-driven variations in malaria incidence in Swaziland: toward malaria elimination
title_short Assessment of climate-driven variations in malaria incidence in Swaziland: toward malaria elimination
title_full Assessment of climate-driven variations in malaria incidence in Swaziland: toward malaria elimination
title_fullStr Assessment of climate-driven variations in malaria incidence in Swaziland: toward malaria elimination
title_full_unstemmed Assessment of climate-driven variations in malaria incidence in Swaziland: toward malaria elimination
title_sort assessment of climate-driven variations in malaria incidence in swaziland: toward malaria elimination
publisher BMC
publishDate 2017
url https://doi.org/10.1186/s12936-017-1874-0
https://doaj.org/article/2a2d8979c41a46de97dde3a2a5ce06e1
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 16, Iss 1, Pp 1-10 (2017)
op_relation http://link.springer.com/article/10.1186/s12936-017-1874-0
https://doaj.org/toc/1475-2875
doi:10.1186/s12936-017-1874-0
1475-2875
https://doaj.org/article/2a2d8979c41a46de97dde3a2a5ce06e1
op_doi https://doi.org/10.1186/s12936-017-1874-0
container_title Malaria Journal
container_volume 16
container_issue 1
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