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      Decomposing the rural-urban gap in the factors of under-five mortality in sub-Saharan Africa? Evidence from 35 countries

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          Abstract

          Background

          Understanding urban-rural gap in childhood survival is essential for health care interventions and to explain disparities in the determinants of Under-5 mortality. There is dearth of information about the factors explaining differentials in urban-rural Under-5 mortality especially in sub-Saharan Africa (SSA). In this study, we sought to quantify the contributions of bio-demographic, socioeconomic and proximate factors in explaining the urban-rural gap in Under-5 mortality in SSA.

          Methods

          This study utilized secondary data from Demographic and Health Survey (DHS) in 35 sub-Saharan countries conducted between 2006 and 2016. Child (aged 0 and 59 months) death was the outcome variable in this study. Oaxaca-Blinder decomposition was used to decipher urban-rural gap in the factors of Under-5 mortality.

          Results

          Significant urban-rural differentials were observed in Under-5 mortality across bio-demographic, socioeconomic and proximate factors. In the decomposition model, about 44.27% of urban group and 74.71% of rural group had Under-5 mortality in sub-Saharan countries. Maternal age, education, use of newspaper, TV, wealth index, total children ever born, size of baby and age at first birth contributed towards explaining urban-rural gap inUnder-5 mortality.

          Conclusion

          These findings could be contributory to health care system improvement and socioeconomic developmental plans to address under-5 mortality in SSA. Strengthening maternal and child health (MCH) programmes, specifically in rural areas and improving health care services would help to ensure overall child survival.

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          Most cited references20

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          Wage Discrimination: Reduced Form and Structural Estimates

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            Global, regional, and national levels and causes of maternal mortality during 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013

            The fifth Millennium Development Goal (MDG 5) established the goal of a 75% reduction in the maternal mortality ratio (MMR; number of maternal deaths per 100,000 livebirths) between 1990 and 2015. We aimed to measure levels and track trends in maternal mortality, the key causes contributing to maternal death, and timing of maternal death with respect to delivery. We used robust statistical methods including the Cause of Death Ensemble model (CODEm) to analyse a database of data for 7065 site-years and estimate the number of maternal deaths from all causes in 188 countries between 1990 and 2013. We estimated the number of pregnancy-related deaths caused by HIV on the basis of a systematic review of the relative risk of dying during pregnancy for HIV-positive women compared with HIV-negative women. We also estimated the fraction of these deaths aggravated by pregnancy on the basis of a systematic review. To estimate the numbers of maternal deaths due to nine different causes, we identified 61 sources from a systematic review and 943 site-years of vital registration data. We also did a systematic review of reports about the timing of maternal death, identifying 142 sources to use in our analysis. We developed estimates for each country for 1990-2013 using Bayesian meta-regression. We estimated 95% uncertainty intervals (UIs) for all values. 292,982 (95% UI 261,017-327,792) maternal deaths occurred in 2013, compared with 376,034 (343,483-407,574) in 1990. The global annual rate of change in the MMR was -0·3% (-1·1 to 0·6) from 1990 to 2003, and -2·7% (-3·9 to -1·5) from 2003 to 2013, with evidence of continued acceleration. MMRs reduced consistently in south, east, and southeast Asia between 1990 and 2013, but maternal deaths increased in much of sub-Saharan Africa during the 1990s. 2070 (1290-2866) maternal deaths were related to HIV in 2013, 0·4% (0·2-0·6) of the global total. MMR was highest in the oldest age groups in both 1990 and 2013. In 2013, most deaths occurred intrapartum or postpartum. Causes varied by region and between 1990 and 2013. We recorded substantial variation in the MMR by country in 2013, from 956·8 (685·1-1262·8) in South Sudan to 2·4 (1·6-3·6) in Iceland. Global rates of change suggest that only 16 countries will achieve the MDG 5 target by 2015. Accelerated reductions since the Millennium Declaration in 2000 coincide with increased development assistance for maternal, newborn, and child health. Setting of targets and associated interventions for after 2015 will need careful consideration of regions that are making slow progress, such as west and central Africa. Bill & Melinda Gates Foundation. Copyright © 2014 Elsevier Ltd. All rights reserved.
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              Urban-rural differentials in child malnutrition: trends and socioeconomic correlates in sub-Saharan Africa.

              Jean Fotso (2007)
              This paper examines levels and trends of urban-rural differentials in child malnutrition, and investigates whether residual differences exist between urban and rural areas, given comparable measures of socioeconomic status (SES) of households and communities. Using data from Demographic and Health Surveys of 15 sub-Saharan African countries, and multilevel modelling, it shows that urban-rural differentials are considerable in all countries, that they have narrowed in most countries due primarily to an increase in urban malnutrition, and have widened in few countries as a result of sharp decline in urban malnutrition. These urban-rural gaps are abolished in almost all countries when SES is controlled. These results suggest that policies and programs contributing to the attainment of the MDGs should pay particular attention to the urban poor.
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                Author and article information

                Contributors
                +1-613-562-5800 , sanni.yaya@uOttawa.ca
                olalekan.uthman@warwick.ac.uk
                feokonofua@yahoo.co.uk
                brammaputram@gmail.com
                Journal
                BMC Public Health
                BMC Public Health
                BMC Public Health
                BioMed Central (London )
                1471-2458
                21 May 2019
                21 May 2019
                2019
                : 19
                : 616
                Affiliations
                [1 ]ISNI 0000 0001 2182 2255, GRID grid.28046.38, School of International Development and Global Studies, , University of Ottawa, ; 120, University Private, Ottawa, ON Canada
                [2 ]ISNI 0000 0000 8809 1613, GRID grid.7372.1, Warwick Centre for Applied Health Research and Delivery (WCAHRD), Division of Health Sciences, Warwick Medical School, , University of Warwick, ; Coventry, CV4 7AL UK
                [3 ]Women’s Health and Action Research Centre, Benin City, Nigeria
                [4 ]University of Medical Sciences, Ondo City, Ondo State Nigeria
                [5 ]ISNI 0000 0001 2218 219X, GRID grid.413068.8, Centre of Excellence in Reproductive Health Innovation (CERHI), , University of Benin, ; Benin City, Nigeria
                Author information
                http://orcid.org/0000-0002-4876-6043
                Article
                6940
                10.1186/s12889-019-6940-9
                6528236
                31113395
                7204e595-a2c7-4a53-aad7-6939d2940b91
                © The Author(s). 2019

                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.

                History
                : 30 May 2018
                : 3 May 2019
                Categories
                Research Article
                Custom metadata
                © The Author(s) 2019

                Public health
                under-5 mortality,global health,sub-saharan africa,decomposition,urban-rural
                Public health
                under-5 mortality, global health, sub-saharan africa, decomposition, urban-rural

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