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Survival analysis of under-five mortality using Cox and frailty models in Ethiopia
BACKGROUND: The risk of a child dying before reaching 5 years of age is highest in sub-Saharan African countries. But in Ethiopia, under-five mortality rates have shown a substantial decline. METHODS: For this study, the Cox regression model for fixed and time-dependent explanatory variables was stu...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5455089/ https://www.ncbi.nlm.nih.gov/pubmed/28578680 http://dx.doi.org/10.1186/s41043-017-0103-3 |
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author | Ayele, Dawit G. Zewotir, Temesgen T. Mwambi, Hemry |
author_facet | Ayele, Dawit G. Zewotir, Temesgen T. Mwambi, Hemry |
author_sort | Ayele, Dawit G. |
collection | PubMed |
description | BACKGROUND: The risk of a child dying before reaching 5 years of age is highest in sub-Saharan African countries. But in Ethiopia, under-five mortality rates have shown a substantial decline. METHODS: For this study, the Cox regression model for fixed and time-dependent explanatory variables was studied for under-five mortality in Ethiopia. We adapted survival analysis using the Cox regression model with 2011 Ethiopian Demographic and Health Survey data. RESULTS: From the results, it was found that under-five children who live in Addis Ababa had a lower hazard (risk) of death (p value = 0.048). This could be as a result of higher health facilities and living standards in Addis Ababa, compared to other regions. Under-five children who lived in rural areas had a higher hazard (risk) of death compared to those living in urban areas. In addition, under-five children who lived in rural areas had 18% (p value = 0.01) more hazard (risk) of death than those living in urban areas. Furthermore, with older mothers, the chance of a child dying before reaching the age of 5 is lower. CONCLUSION: The chances of a child dying before reaching the age of 5 are less if the mother does not become pregnant again before the child reaches the age of 5. Therefore, giving birth when older and not becoming pregnant again before the child reaches the age of 5 is one means of reducing under-five mortality. |
format | Online Article Text |
id | pubmed-5455089 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-54550892017-06-06 Survival analysis of under-five mortality using Cox and frailty models in Ethiopia Ayele, Dawit G. Zewotir, Temesgen T. Mwambi, Hemry J Health Popul Nutr Research Article BACKGROUND: The risk of a child dying before reaching 5 years of age is highest in sub-Saharan African countries. But in Ethiopia, under-five mortality rates have shown a substantial decline. METHODS: For this study, the Cox regression model for fixed and time-dependent explanatory variables was studied for under-five mortality in Ethiopia. We adapted survival analysis using the Cox regression model with 2011 Ethiopian Demographic and Health Survey data. RESULTS: From the results, it was found that under-five children who live in Addis Ababa had a lower hazard (risk) of death (p value = 0.048). This could be as a result of higher health facilities and living standards in Addis Ababa, compared to other regions. Under-five children who lived in rural areas had a higher hazard (risk) of death compared to those living in urban areas. In addition, under-five children who lived in rural areas had 18% (p value = 0.01) more hazard (risk) of death than those living in urban areas. Furthermore, with older mothers, the chance of a child dying before reaching the age of 5 is lower. CONCLUSION: The chances of a child dying before reaching the age of 5 are less if the mother does not become pregnant again before the child reaches the age of 5. Therefore, giving birth when older and not becoming pregnant again before the child reaches the age of 5 is one means of reducing under-five mortality. BioMed Central 2017-06-02 /pmc/articles/PMC5455089/ /pubmed/28578680 http://dx.doi.org/10.1186/s41043-017-0103-3 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Ayele, Dawit G. Zewotir, Temesgen T. Mwambi, Hemry Survival analysis of under-five mortality using Cox and frailty models in Ethiopia |
title | Survival analysis of under-five mortality using Cox and frailty models in Ethiopia |
title_full | Survival analysis of under-five mortality using Cox and frailty models in Ethiopia |
title_fullStr | Survival analysis of under-five mortality using Cox and frailty models in Ethiopia |
title_full_unstemmed | Survival analysis of under-five mortality using Cox and frailty models in Ethiopia |
title_short | Survival analysis of under-five mortality using Cox and frailty models in Ethiopia |
title_sort | survival analysis of under-five mortality using cox and frailty models in ethiopia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5455089/ https://www.ncbi.nlm.nih.gov/pubmed/28578680 http://dx.doi.org/10.1186/s41043-017-0103-3 |
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