Survival analysis of under-five mortality using Cox and frailty models in Ethiopia

Abstract 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...

Full description

Bibliographic Details
Main Authors: Dawit G. Ayele, Temesgen T. Zewotir, Hemry Mwambi
Format: Article
Language:English
Published: BMC 2017-06-01
Series:Journal of Health, Population and Nutrition
Subjects:
Online Access:http://link.springer.com/article/10.1186/s41043-017-0103-3
id doaj-fb315bb114604cc88272a70672b561d4
record_format Article
spelling doaj-fb315bb114604cc88272a70672b561d42020-11-25T00:15:18ZengBMCJournal of Health, Population and Nutrition2072-13152017-06-013611910.1186/s41043-017-0103-3Survival analysis of under-five mortality using Cox and frailty models in EthiopiaDawit G. Ayele0Temesgen T. Zewotir1Hemry Mwambi2Department of Epidemiology, Bloomberg School of Public Health, The Johns Hopkins UniversitySchool of Mathematics, Statistics and Computer Science, University of KwaZulu-NatalSchool of Mathematics, Statistics and Computer Science, University of KwaZulu-NatalAbstract 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.http://link.springer.com/article/10.1186/s41043-017-0103-3HazardsInteraction effectEDHSFrailtyUnder-five mortality
collection DOAJ
language English
format Article
sources DOAJ
author Dawit G. Ayele
Temesgen T. Zewotir
Hemry Mwambi
spellingShingle Dawit G. Ayele
Temesgen T. Zewotir
Hemry Mwambi
Survival analysis of under-five mortality using Cox and frailty models in Ethiopia
Journal of Health, Population and Nutrition
Hazards
Interaction effect
EDHS
Frailty
Under-five mortality
author_facet Dawit G. Ayele
Temesgen T. Zewotir
Hemry Mwambi
author_sort Dawit G. Ayele
title 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_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_sort survival analysis of under-five mortality using cox and frailty models in ethiopia
publisher BMC
series Journal of Health, Population and Nutrition
issn 2072-1315
publishDate 2017-06-01
description Abstract 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.
topic Hazards
Interaction effect
EDHS
Frailty
Under-five mortality
url http://link.springer.com/article/10.1186/s41043-017-0103-3
work_keys_str_mv AT dawitgayele survivalanalysisofunderfivemortalityusingcoxandfrailtymodelsinethiopia
AT temesgentzewotir survivalanalysisofunderfivemortalityusingcoxandfrailtymodelsinethiopia
AT hemrymwambi survivalanalysisofunderfivemortalityusingcoxandfrailtymodelsinethiopia
_version_ 1725387675207204864