Microgeographic Heterogeneity of Border Malaria During Elimination Phase, Yunnan Province, China, 2011–2013

To identify township-level high-risk foci of malaria transmission in Yunnan Province, China, along the international border, we retrospectively reviewed data collected in hospitals and clinics of 58 townships in 4 counties during 2011–2013. We analyzed spatiotemporal distribution, especially hot spo...

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Main Authors: Xin Xu, Guofa Zhou, Ying Wang, Yue Hu, Yonghua Ruan, Qi Fan, Guiyun Yan
Format: Article
Language:English
Published: Centers for Disease Control and Prevention 2016-08-01
Series:Emerging Infectious Diseases
Subjects:
Online Access:https://wwwnc.cdc.gov/eid/article/22/8/15-0390_article
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spelling doaj-e0cc70a1f20743ffa3d195abe1575e662020-11-24T23:07:52ZengCenters for Disease Control and PreventionEmerging Infectious Diseases1080-60401080-60592016-08-012281363137010.3201/eid2208.150390Microgeographic Heterogeneity of Border Malaria During Elimination Phase, Yunnan Province, China, 2011–2013Xin XuGuofa ZhouYing WangYue HuYonghua RuanQi FanGuiyun YanTo identify township-level high-risk foci of malaria transmission in Yunnan Province, China, along the international border, we retrospectively reviewed data collected in hospitals and clinics of 58 townships in 4 counties during 2011–2013. We analyzed spatiotemporal distribution, especially hot spots of confirmed malaria, using geographic information systems and Getis-Ord Gi*(d) cluster analysis. Malaria incidence, transmission seasonality, and Plasmodium vivax:P. falciparum ratio remained almost unchanged from 2011 to 2013, but heterogeneity in distribution increased. The number of townships with confirmed malaria decreased significantly during the 3 years; incidence became increasingly concentrated within a few townships. High-/low-incidence clusters of P. falciparum shifted in location and size every year, whereas the locations of high-incidence P. vivax townships remained unchanged. All high-incidence clusters were located along the China–Myanmar border. Because of increasing heterogeneity in malaria distribution, microgeographic analysis of malaria transmission hot spots provided useful information for designing targeted malaria intervention during the elimination phase.https://wwwnc.cdc.gov/eid/article/22/8/15-0390_articlePlasmodium falciparumPlasmodium vivaxmalariafine-scalespatial heterogeneityspatial clustering
collection DOAJ
language English
format Article
sources DOAJ
author Xin Xu
Guofa Zhou
Ying Wang
Yue Hu
Yonghua Ruan
Qi Fan
Guiyun Yan
spellingShingle Xin Xu
Guofa Zhou
Ying Wang
Yue Hu
Yonghua Ruan
Qi Fan
Guiyun Yan
Microgeographic Heterogeneity of Border Malaria During Elimination Phase, Yunnan Province, China, 2011–2013
Emerging Infectious Diseases
Plasmodium falciparum
Plasmodium vivax
malaria
fine-scale
spatial heterogeneity
spatial clustering
author_facet Xin Xu
Guofa Zhou
Ying Wang
Yue Hu
Yonghua Ruan
Qi Fan
Guiyun Yan
author_sort Xin Xu
title Microgeographic Heterogeneity of Border Malaria During Elimination Phase, Yunnan Province, China, 2011–2013
title_short Microgeographic Heterogeneity of Border Malaria During Elimination Phase, Yunnan Province, China, 2011–2013
title_full Microgeographic Heterogeneity of Border Malaria During Elimination Phase, Yunnan Province, China, 2011–2013
title_fullStr Microgeographic Heterogeneity of Border Malaria During Elimination Phase, Yunnan Province, China, 2011–2013
title_full_unstemmed Microgeographic Heterogeneity of Border Malaria During Elimination Phase, Yunnan Province, China, 2011–2013
title_sort microgeographic heterogeneity of border malaria during elimination phase, yunnan province, china, 2011–2013
publisher Centers for Disease Control and Prevention
series Emerging Infectious Diseases
issn 1080-6040
1080-6059
publishDate 2016-08-01
description To identify township-level high-risk foci of malaria transmission in Yunnan Province, China, along the international border, we retrospectively reviewed data collected in hospitals and clinics of 58 townships in 4 counties during 2011–2013. We analyzed spatiotemporal distribution, especially hot spots of confirmed malaria, using geographic information systems and Getis-Ord Gi*(d) cluster analysis. Malaria incidence, transmission seasonality, and Plasmodium vivax:P. falciparum ratio remained almost unchanged from 2011 to 2013, but heterogeneity in distribution increased. The number of townships with confirmed malaria decreased significantly during the 3 years; incidence became increasingly concentrated within a few townships. High-/low-incidence clusters of P. falciparum shifted in location and size every year, whereas the locations of high-incidence P. vivax townships remained unchanged. All high-incidence clusters were located along the China–Myanmar border. Because of increasing heterogeneity in malaria distribution, microgeographic analysis of malaria transmission hot spots provided useful information for designing targeted malaria intervention during the elimination phase.
topic Plasmodium falciparum
Plasmodium vivax
malaria
fine-scale
spatial heterogeneity
spatial clustering
url https://wwwnc.cdc.gov/eid/article/22/8/15-0390_article
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