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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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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