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Defining and Detecting Malaria Epidemics in the Highlands of Western Kenya

Epidemic detection algorithms are being increasingly recommended for malaria surveillance in sub-Saharan Africa. We present the results of applying three simple epidemic detection techniques to routinely collected longitudinal pediatric malaria admissions data from three health facilities in the hig...

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Detalles Bibliográficos
Autores principales: Hay, Simon I., Simba, Milka, Busolo, Millie, Noor, Abdisalan M., Guyatt, Helen L., Ochola, Sam A., Snow, Robert W.
Formato: Texto
Lenguaje:English
Publicado: Centers for Disease Control and Prevention 2002
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2738480/
https://www.ncbi.nlm.nih.gov/pubmed/12023909
http://dx.doi.org/10.3201/eid0806.010310
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author Hay, Simon I.
Simba, Milka
Busolo, Millie
Noor, Abdisalan M.
Guyatt, Helen L.
Ochola, Sam A.
Snow, Robert W.
author_facet Hay, Simon I.
Simba, Milka
Busolo, Millie
Noor, Abdisalan M.
Guyatt, Helen L.
Ochola, Sam A.
Snow, Robert W.
author_sort Hay, Simon I.
collection PubMed
description Epidemic detection algorithms are being increasingly recommended for malaria surveillance in sub-Saharan Africa. We present the results of applying three simple epidemic detection techniques to routinely collected longitudinal pediatric malaria admissions data from three health facilities in the highlands of western Kenya in the late 1980s and 1990s. The algorithms tested were chosen because they could be feasibly implemented at the health facility level in sub-Saharan Africa. Assumptions of these techniques about the normal distribution of admissions data and the confidence intervals used to define normal years were also investigated. All techniques identified two “epidemic” years in one of the sites. The untransformed Cullen method with standard confidence intervals detected the two “epidemic” years in the remaining two sites but also triggered many false alarms. The performance of these methods is discussed and comments made about their appropriateness for the highlands of western Kenya
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spelling pubmed-27384802009-09-16 Defining and Detecting Malaria Epidemics in the Highlands of Western Kenya Hay, Simon I. Simba, Milka Busolo, Millie Noor, Abdisalan M. Guyatt, Helen L. Ochola, Sam A. Snow, Robert W. Emerg Infect Dis Research Epidemic detection algorithms are being increasingly recommended for malaria surveillance in sub-Saharan Africa. We present the results of applying three simple epidemic detection techniques to routinely collected longitudinal pediatric malaria admissions data from three health facilities in the highlands of western Kenya in the late 1980s and 1990s. The algorithms tested were chosen because they could be feasibly implemented at the health facility level in sub-Saharan Africa. Assumptions of these techniques about the normal distribution of admissions data and the confidence intervals used to define normal years were also investigated. All techniques identified two “epidemic” years in one of the sites. The untransformed Cullen method with standard confidence intervals detected the two “epidemic” years in the remaining two sites but also triggered many false alarms. The performance of these methods is discussed and comments made about their appropriateness for the highlands of western Kenya Centers for Disease Control and Prevention 2002-06 /pmc/articles/PMC2738480/ /pubmed/12023909 http://dx.doi.org/10.3201/eid0806.010310 Text en https://creativecommons.org/licenses/by/4.0/This is a publication of the U.S. Government. This publication is in the public domain and is therefore without copyright. All text from this work may be reprinted freely. Use of these materials should be properly cited.
spellingShingle Research
Hay, Simon I.
Simba, Milka
Busolo, Millie
Noor, Abdisalan M.
Guyatt, Helen L.
Ochola, Sam A.
Snow, Robert W.
Defining and Detecting Malaria Epidemics in the Highlands of Western Kenya
title Defining and Detecting Malaria Epidemics in the Highlands of Western Kenya
title_full Defining and Detecting Malaria Epidemics in the Highlands of Western Kenya
title_fullStr Defining and Detecting Malaria Epidemics in the Highlands of Western Kenya
title_full_unstemmed Defining and Detecting Malaria Epidemics in the Highlands of Western Kenya
title_short Defining and Detecting Malaria Epidemics in the Highlands of Western Kenya
title_sort defining and detecting malaria epidemics in the highlands of western kenya
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2738480/
https://www.ncbi.nlm.nih.gov/pubmed/12023909
http://dx.doi.org/10.3201/eid0806.010310
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