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Erschienen in: Population and Environment 4/2015

01.06.2015 | Original Paper

The influence of environmental factors on childhood fever during the rainy season in an African city: a multilevel approach in Dakar, Senegal

verfasst von: Stéphanie Dos Santos, Iulia Rautu, Mody Diop, Mahaman Mourtala Abdou Illou, Alphousseyni Ndonky, Jean-Yves Le Hesran, Richard Lalou

Erschienen in: Population and Environment | Ausgabe 4/2015

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Abstract

In African growing cities, vector-borne diseases (such as malaria and dengue) contribute to a large burden of childhood morbidity and mortality. During the peak of transmission, environmental factors can have an influence on those fevers, apart from the individual and household characteristics. A household survey conducted in 2008 in Dakar was completed by a community questionnaire on environmental threats that could be factored into multilevel analyses. Using a randomized sample of 7,300 children from 3,000 households dispatched within 50 neighborhoods, a three-level modeling process is presented. Rates of recent fever varied substantially from one neighborhood to another, ranging between 10 and 37 %. Findings indicate that the onset of fever is influenced by factors from all three hierarchical levels, with neighborhood factors playing a relatively lower role than the other two. Among the environmental factors, the effect of environmental sanitation is particularly interesting.

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Fußnoten
1
The latest census was in 2002.
 
2
It was possible to restrict the analysis on children aged 2–5 years old, but as we have the information on a larger sample, we chose to do the analysis on children aged 2–10 years old to gain robustness in the modeling.
 
3
We tested age-squared along with age, in order to account for possible nonlinear effects. As the effects were not significant (results not shown), a quadratic functional form was not retained.
 
4
Idem.
 
5
Given the fact that no likelihood ratio tests could be calculated for a logistic multilevel analysis in Mlwin [see Rasbash et al. (2009) for more details], we also performed Wald tests. There was 43.73 for the variance at the household level and 7.89 for the variance at the neighborhood level. We therefore concluded that there are significant differences between households and between neighborhoods, justifying the use of a random intercept at each of these two levels.
 
6
Various methods for the construction of the poverty index were tested. There were no significant differences in the results observed (not shown).
 
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Metadaten
Titel
The influence of environmental factors on childhood fever during the rainy season in an African city: a multilevel approach in Dakar, Senegal
verfasst von
Stéphanie Dos Santos
Iulia Rautu
Mody Diop
Mahaman Mourtala Abdou Illou
Alphousseyni Ndonky
Jean-Yves Le Hesran
Richard Lalou
Publikationsdatum
01.06.2015
Verlag
Springer Netherlands
Erschienen in
Population and Environment / Ausgabe 4/2015
Print ISSN: 0199-0039
Elektronische ISSN: 1573-7810
DOI
https://doi.org/10.1007/s11111-014-0224-1

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