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Fine and Gray competing risk regression model to study the cause-specific under-five child mortality in Bangladesh
BACKGROUND: The cause-specific under-five mortality of Bangladesh has been studied by fitting cumulative incidence function (CIF) based Fine and Gray competing risk regression model (1999). For the purpose of analysis, Bangladesh Demographic and Health Survey (BDHS), 2011 data set was used. METHODS:...
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/PMC5273814/ https://www.ncbi.nlm.nih.gov/pubmed/28129793 http://dx.doi.org/10.1186/s12914-017-0112-8 |
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author | Mohammad, Khandoker Akib Fatima-Tuz-Zahura, Most. Bari, Wasimul |
author_facet | Mohammad, Khandoker Akib Fatima-Tuz-Zahura, Most. Bari, Wasimul |
author_sort | Mohammad, Khandoker Akib |
collection | PubMed |
description | BACKGROUND: The cause-specific under-five mortality of Bangladesh has been studied by fitting cumulative incidence function (CIF) based Fine and Gray competing risk regression model (1999). For the purpose of analysis, Bangladesh Demographic and Health Survey (BDHS), 2011 data set was used. METHODS: Three types of mode of mortality for the under-five children are considered. These are disease, non-disease and other causes. Product-Limit survival probabilities for the under-five child mortality with log-rank test were used to select a set of covariates for the regression model. The covariates found to have significant association in bivariate analysis were only considered in the regression analysis. RESULTS: Potential determinants of under-five child mortality due to disease is size of child at birth, while gender of child, NGO (non-government organization) membership of mother, mother’s education level, and size of child at birth are due to non-disease and age of mother at birth, NGO membership of mother, and mother’s education level are for the mortality due to other causes. CONCLUSION: Female participation in the education programs needs to be increased because of the improvement of child health and government should arrange family and social awareness programs as well as health related programs for women so that they are aware of their child health. |
format | Online Article Text |
id | pubmed-5273814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-52738142017-02-01 Fine and Gray competing risk regression model to study the cause-specific under-five child mortality in Bangladesh Mohammad, Khandoker Akib Fatima-Tuz-Zahura, Most. Bari, Wasimul BMC Int Health Hum Rights Research Article BACKGROUND: The cause-specific under-five mortality of Bangladesh has been studied by fitting cumulative incidence function (CIF) based Fine and Gray competing risk regression model (1999). For the purpose of analysis, Bangladesh Demographic and Health Survey (BDHS), 2011 data set was used. METHODS: Three types of mode of mortality for the under-five children are considered. These are disease, non-disease and other causes. Product-Limit survival probabilities for the under-five child mortality with log-rank test were used to select a set of covariates for the regression model. The covariates found to have significant association in bivariate analysis were only considered in the regression analysis. RESULTS: Potential determinants of under-five child mortality due to disease is size of child at birth, while gender of child, NGO (non-government organization) membership of mother, mother’s education level, and size of child at birth are due to non-disease and age of mother at birth, NGO membership of mother, and mother’s education level are for the mortality due to other causes. CONCLUSION: Female participation in the education programs needs to be increased because of the improvement of child health and government should arrange family and social awareness programs as well as health related programs for women so that they are aware of their child health. BioMed Central 2017-01-28 /pmc/articles/PMC5273814/ /pubmed/28129793 http://dx.doi.org/10.1186/s12914-017-0112-8 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 Mohammad, Khandoker Akib Fatima-Tuz-Zahura, Most. Bari, Wasimul Fine and Gray competing risk regression model to study the cause-specific under-five child mortality in Bangladesh |
title | Fine and Gray competing risk regression model to study the cause-specific under-five child mortality in Bangladesh |
title_full | Fine and Gray competing risk regression model to study the cause-specific under-five child mortality in Bangladesh |
title_fullStr | Fine and Gray competing risk regression model to study the cause-specific under-five child mortality in Bangladesh |
title_full_unstemmed | Fine and Gray competing risk regression model to study the cause-specific under-five child mortality in Bangladesh |
title_short | Fine and Gray competing risk regression model to study the cause-specific under-five child mortality in Bangladesh |
title_sort | fine and gray competing risk regression model to study the cause-specific under-five child mortality in bangladesh |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5273814/ https://www.ncbi.nlm.nih.gov/pubmed/28129793 http://dx.doi.org/10.1186/s12914-017-0112-8 |
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