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

dc.contributor.authorOrunmoluyi, Olamide Seyi
dc.contributor.authorGayawan, Ezra
dc.contributor.authorManda, S.O.M. (Samuel)
dc.date.accessioned2022-12-13T13:12:02Z
dc.date.available2022-12-13T13:12:02Z
dc.date.issued2022-02-06
dc.descriptionDATA 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.abstractIn 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.departmentStatisticsen_US
dc.description.sponsorshipThe South African Medical Research Council.en_US
dc.description.urihttps://www.mdpi.com/journal/ijerphen_US
dc.identifier.citationOrunmoluyi, 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.issn1660-4601 (online)
dc.identifier.issn1661-7827 (print)
dc.identifier.other10.3390/ijerph19031838
dc.identifier.urihttps://repository.up.ac.za/handle/2263/88770
dc.language.isoenen_US
dc.publisherMDPIen_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.subjectBayesian analysisen_US
dc.subjectNigeriaen_US
dc.subjectShared componenten_US
dc.subjectDiarrhoeaen_US
dc.subjectAcute respiratory infection (ARI)en_US
dc.titleSpatial co-morbidity of childhood acute respiratory infection, diarrhoea and stunting in Nigeriaen_US
dc.typeArticleen_US

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