dc.contributor.author |
Orunmoluyi, Olamide Seyi
|
|
dc.contributor.author |
Gayawan, Ezra
|
|
dc.contributor.author |
Manda, S.O.M. (Samuel)
|
|
dc.date.accessioned |
2022-12-13T13:12:02Z |
|
dc.date.available |
2022-12-13T13:12:02Z |
|
dc.date.issued |
2022-02-06 |
|
dc.description |
DATA AVAILABILITY STATEMENT : The dataset used in this study are available from the DHS website
https://dhsprogram.com/Data/ upon request from the MEASURE DHS program team. Written
permission to use the data was obtained from Measure DHS. |
en_US |
dc.description.abstract |
In low- and middle-income countries, children aged below 5 years frequently suffer from
disease co-occurrence. This study assessed whether the co-occurrence of acute respiratory infection
(ARI), diarrhoea and stunting observed at the child level could also be reflected ecologically. We
considered disease data on 69,579 children (0–59 months) from the 2008, 2013, and 2018 Nigeria
Demographic and Health Surveys using a hierarchical Bayesian spatial shared component model
to separate the state-specific risk of each disease into an underlying disease-overall spatial pattern,
common to the three diseases and a disease-specific spatial pattern. We found that ARI and stunting
were more concentrated in the north-eastern and southern parts of the country, while diarrhoea was
much higher in the northern parts. The disease-general spatial component was greater in the northeastern and southern parts of the country. Identifying and reducing common risk factors to the three
conditions could result in improved child health, particularly in the northeast and south of Nigeria. |
en_US |
dc.description.department |
Statistics |
en_US |
dc.description.sponsorship |
The South African Medical Research Council. |
en_US |
dc.description.uri |
https://www.mdpi.com/journal/ijerph |
en_US |
dc.identifier.citation |
Orunmoluyi, O.S.;
Gayawan, E.; Manda, S. Spatial
Co-Morbidity of Childhood Acute
Respiratory Infection, Diarrhoea and
Stunting in Nigeria. International Journal of Environmental Research and Public Health 2022, 19, 1838.
https://doi.org/10.3390/ijerph19031838. |
en_US |
dc.identifier.issn |
1660-4601 (online) |
|
dc.identifier.issn |
1661-7827 (print) |
|
dc.identifier.other |
10.3390/ijerph19031838 |
|
dc.identifier.uri |
https://repository.up.ac.za/handle/2263/88770 |
|
dc.language.iso |
en |
en_US |
dc.publisher |
MDPI |
en_US |
dc.rights |
© 2022 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/). |
en_US |
dc.subject |
Bayesian analysis |
en_US |
dc.subject |
Nigeria |
en_US |
dc.subject |
Shared component |
en_US |
dc.subject |
Diarrhoea |
en_US |
dc.subject |
Acute respiratory infection (ARI) |
en_US |
dc.title |
Spatial co-morbidity of childhood acute respiratory infection, diarrhoea and stunting in Nigeria |
en_US |
dc.type |
Article |
en_US |