Malaria mortality characterization and the relationship between malaria mortality and climate in Chimoio, Mozambique
Abstract Background The United Nation’s sustainable development goal for 2030 is to eradicate the global malaria epidemic, primarily as the disease continues to be one of the major concerns for public health in sub-Saharan Africa. In 2015, the region accounted for 90% of malaria deaths. Mozambique r...
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doaj-2fdf673e02654e728422b895f2583b2e2020-11-25T01:51:43ZengBMCMalaria Journal1475-28752017-05-011611910.1186/s12936-017-1866-0Malaria mortality characterization and the relationship between malaria mortality and climate in Chimoio, MozambiqueJoão Luís Ferrão0Jorge M. Mendes1Marco Painho2Sara Zacarias3Faculdade de Engenharia, Universidade Católica de MoçambiqueNOVA Information Management School, NOVA University of LisbonNOVA Information Management School, NOVA University of LisbonDireccao Provincial de Saúde de ManicaAbstract Background The United Nation’s sustainable development goal for 2030 is to eradicate the global malaria epidemic, primarily as the disease continues to be one of the major concerns for public health in sub-Saharan Africa. In 2015, the region accounted for 90% of malaria deaths. Mozambique recorded a malaria mortality rate of 42.75 (per 100,000). In Chimoio, Mozambique’s fifth largest city, malaria is the fourth leading cause of death (9.4%). Few data on malaria mortality exists in Mozambique, particularly in relation to Chimoio. The objective of this study was to characterize malaria mortality trends and its spatial distribution in Chimoio. Methods Malaria mortality data and climate data were extracted from the Chimoio Civil Registration records, and the Regional Weather station, from 2010 to 2014. The malaria crude mortality rate was calculated. ANOVA, Tukey’s, Chi square, and time series were carried out and an intervention analysis ARIMA model developed. Results A total of 944 malaria death cases were registered in Chimoio, 729 of these among Chimoio residents (77%). The average malaria mortality by gender was 44.9% for females and 55.1% for males. The age of death varied from 0 to 96 years, with an average age of 25.9 (SE = 0.79) years old. January presented the highest average of malaria deaths, and urban areas presented a lower crude malaria mortality rate. Rural neighbourhoods with good accessibility present the highest malaria crude mortality rate, over 85 per 100,000. Seasonal ARMA (2,0)(1,0)12 fitted the data although it was not able to capture malaria mortality peaks occurring during malaria outbreaks. Intervention effect properly fit the mortality peaks and reduced ARMA’s root mean square error by almost 25%. Conclusion Malaria mortality is increasing in Chimoio; children between 1 and 4 years old represent 13% of Chimoio population, but account for 25% of malaria mortality. Malaria mortality shows seasonal and spatial characteristics. More studies should be carried out for malaria eradication in the municipality.http://link.springer.com/article/10.1186/s12936-017-1866-0Malaria mortalitySeasonalitySpatialityChimoioPrecision Public Health |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
João Luís Ferrão Jorge M. Mendes Marco Painho Sara Zacarias |
spellingShingle |
João Luís Ferrão Jorge M. Mendes Marco Painho Sara Zacarias Malaria mortality characterization and the relationship between malaria mortality and climate in Chimoio, Mozambique Malaria Journal Malaria mortality Seasonality Spatiality Chimoio Precision Public Health |
author_facet |
João Luís Ferrão Jorge M. Mendes Marco Painho Sara Zacarias |
author_sort |
João Luís Ferrão |
title |
Malaria mortality characterization and the relationship between malaria mortality and climate in Chimoio, Mozambique |
title_short |
Malaria mortality characterization and the relationship between malaria mortality and climate in Chimoio, Mozambique |
title_full |
Malaria mortality characterization and the relationship between malaria mortality and climate in Chimoio, Mozambique |
title_fullStr |
Malaria mortality characterization and the relationship between malaria mortality and climate in Chimoio, Mozambique |
title_full_unstemmed |
Malaria mortality characterization and the relationship between malaria mortality and climate in Chimoio, Mozambique |
title_sort |
malaria mortality characterization and the relationship between malaria mortality and climate in chimoio, mozambique |
publisher |
BMC |
series |
Malaria Journal |
issn |
1475-2875 |
publishDate |
2017-05-01 |
description |
Abstract Background The United Nation’s sustainable development goal for 2030 is to eradicate the global malaria epidemic, primarily as the disease continues to be one of the major concerns for public health in sub-Saharan Africa. In 2015, the region accounted for 90% of malaria deaths. Mozambique recorded a malaria mortality rate of 42.75 (per 100,000). In Chimoio, Mozambique’s fifth largest city, malaria is the fourth leading cause of death (9.4%). Few data on malaria mortality exists in Mozambique, particularly in relation to Chimoio. The objective of this study was to characterize malaria mortality trends and its spatial distribution in Chimoio. Methods Malaria mortality data and climate data were extracted from the Chimoio Civil Registration records, and the Regional Weather station, from 2010 to 2014. The malaria crude mortality rate was calculated. ANOVA, Tukey’s, Chi square, and time series were carried out and an intervention analysis ARIMA model developed. Results A total of 944 malaria death cases were registered in Chimoio, 729 of these among Chimoio residents (77%). The average malaria mortality by gender was 44.9% for females and 55.1% for males. The age of death varied from 0 to 96 years, with an average age of 25.9 (SE = 0.79) years old. January presented the highest average of malaria deaths, and urban areas presented a lower crude malaria mortality rate. Rural neighbourhoods with good accessibility present the highest malaria crude mortality rate, over 85 per 100,000. Seasonal ARMA (2,0)(1,0)12 fitted the data although it was not able to capture malaria mortality peaks occurring during malaria outbreaks. Intervention effect properly fit the mortality peaks and reduced ARMA’s root mean square error by almost 25%. Conclusion Malaria mortality is increasing in Chimoio; children between 1 and 4 years old represent 13% of Chimoio population, but account for 25% of malaria mortality. Malaria mortality shows seasonal and spatial characteristics. More studies should be carried out for malaria eradication in the municipality. |
topic |
Malaria mortality Seasonality Spatiality Chimoio Precision Public Health |
url |
http://link.springer.com/article/10.1186/s12936-017-1866-0 |
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