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Time-series analysis of weather and mortality patterns in Nairobi's informal settlements
BACKGROUND: Many studies have established a link between weather (primarily temperature) and daily mortality in developed countries. However, little is known about this relationship in urban populations in sub-Saharan Africa. OBJECTIVES: The objective of this study was to describe the relationship b...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Co-Action Publishing
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3509073/ https://www.ncbi.nlm.nih.gov/pubmed/23195509 http://dx.doi.org/10.3402/gha.v5i0.19065 |
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author | Egondi, Thaddaeus Kyobutungi, Catherine Kovats, Sari Muindi, Kanyiva Ettarh, Remare Rocklöv, Joacim |
author_facet | Egondi, Thaddaeus Kyobutungi, Catherine Kovats, Sari Muindi, Kanyiva Ettarh, Remare Rocklöv, Joacim |
author_sort | Egondi, Thaddaeus |
collection | PubMed |
description | BACKGROUND: Many studies have established a link between weather (primarily temperature) and daily mortality in developed countries. However, little is known about this relationship in urban populations in sub-Saharan Africa. OBJECTIVES: The objective of this study was to describe the relationship between daily weather and mortality in Nairobi, Kenya, and to evaluate this relationship with regard to cause of death, age, and sex. METHODS: We utilized mortality data from the Nairobi Urban Health and Demographic Surveillance System and applied time-series models to study the relationship between daily weather and mortality for a population of approximately 60,000 during the period 2003–2008. We used a distributed lag approach to model the delayed effect of weather on mortality, stratified by cause of death, age, and sex. RESULTS: Increasing temperatures (above 75th percentile) were significantly associated with mortality in children and non-communicable disease (NCD) deaths. We found all-cause mortality of shorter lag of same day and previous day to increase by 3.0% for a 1 degree decrease from the 25th percentile of 18°C (not statistically significant). Mortality among people aged 50+ and children aged below 5 years appeared most susceptible to cold compared to other age groups. Rainfall, in the lag period of 0–29 days, increased all-cause mortality in general, but was found strongest related to mortality among females. Low temperatures were associated with deaths due to acute infections, whereas rainfall was associated with all-cause pneumonia and NCD deaths. CONCLUSIONS: Increases in mortality were associated with both hot and cold weather as well as rainfall in Nairobi, but the relationship differed with regard to age, sex, and cause of death. Our findings indicate that weather-related mortality is a public health concern for the population in the informal settlements of Nairobi, Kenya, especially if current trends in climate change continue. |
format | Online Article Text |
id | pubmed-3509073 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Co-Action Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-35090732012-11-29 Time-series analysis of weather and mortality patterns in Nairobi's informal settlements Egondi, Thaddaeus Kyobutungi, Catherine Kovats, Sari Muindi, Kanyiva Ettarh, Remare Rocklöv, Joacim Glob Health Action CLIMO Study Supplement BACKGROUND: Many studies have established a link between weather (primarily temperature) and daily mortality in developed countries. However, little is known about this relationship in urban populations in sub-Saharan Africa. OBJECTIVES: The objective of this study was to describe the relationship between daily weather and mortality in Nairobi, Kenya, and to evaluate this relationship with regard to cause of death, age, and sex. METHODS: We utilized mortality data from the Nairobi Urban Health and Demographic Surveillance System and applied time-series models to study the relationship between daily weather and mortality for a population of approximately 60,000 during the period 2003–2008. We used a distributed lag approach to model the delayed effect of weather on mortality, stratified by cause of death, age, and sex. RESULTS: Increasing temperatures (above 75th percentile) were significantly associated with mortality in children and non-communicable disease (NCD) deaths. We found all-cause mortality of shorter lag of same day and previous day to increase by 3.0% for a 1 degree decrease from the 25th percentile of 18°C (not statistically significant). Mortality among people aged 50+ and children aged below 5 years appeared most susceptible to cold compared to other age groups. Rainfall, in the lag period of 0–29 days, increased all-cause mortality in general, but was found strongest related to mortality among females. Low temperatures were associated with deaths due to acute infections, whereas rainfall was associated with all-cause pneumonia and NCD deaths. CONCLUSIONS: Increases in mortality were associated with both hot and cold weather as well as rainfall in Nairobi, but the relationship differed with regard to age, sex, and cause of death. Our findings indicate that weather-related mortality is a public health concern for the population in the informal settlements of Nairobi, Kenya, especially if current trends in climate change continue. Co-Action Publishing 2012-11-23 /pmc/articles/PMC3509073/ /pubmed/23195509 http://dx.doi.org/10.3402/gha.v5i0.19065 Text en © 2012 Thaddaeus Egondi et al. http://creativecommons.org/licenses/by/2.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | CLIMO Study Supplement Egondi, Thaddaeus Kyobutungi, Catherine Kovats, Sari Muindi, Kanyiva Ettarh, Remare Rocklöv, Joacim Time-series analysis of weather and mortality patterns in Nairobi's informal settlements |
title | Time-series analysis of weather and mortality patterns in Nairobi's informal settlements |
title_full | Time-series analysis of weather and mortality patterns in Nairobi's informal settlements |
title_fullStr | Time-series analysis of weather and mortality patterns in Nairobi's informal settlements |
title_full_unstemmed | Time-series analysis of weather and mortality patterns in Nairobi's informal settlements |
title_short | Time-series analysis of weather and mortality patterns in Nairobi's informal settlements |
title_sort | time-series analysis of weather and mortality patterns in nairobi's informal settlements |
topic | CLIMO Study Supplement |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3509073/ https://www.ncbi.nlm.nih.gov/pubmed/23195509 http://dx.doi.org/10.3402/gha.v5i0.19065 |
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