Spatial co-morbidity of childhood acute respiratory infection, diarrhoea and stunting in Nigeria

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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


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