Modelling Under-Five Mortality through Multilevel Structured Additive Regression with Varying Coefficients for Asia and Sub-Saharan Africa

2019 ◽  
Vol 56 (2) ◽  
pp. 401-430 ◽  
Author(s):  
Kenneth Harttgen ◽  
Stefan Lang ◽  
Judith Santer ◽  
Johannes Seiler
Keyword(s):  
Sub Saharan Africa ◽  
Under Five ◽  
Varying Coefficients ◽  
Sub Saharan ◽  
Additive Regression ◽  
Structured Additive Regression

scholarly journals The impact of antenatal care on under‐five mortality in Ethiopia: a difference‐in‐differences analysis

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Samuel Oduse ◽  
Temesgen Zewotir ◽  
Delia North
Keyword(s):  
Antenatal Care ◽  
Child Survival ◽  
First Trimester ◽  
Sub Saharan Africa ◽  
P Value ◽  
Difference In Differences ◽  
Under Five ◽  
Care Services ◽  
Sub Saharan ◽  
The Impact

Abstract Background Sub-Saharan Africa, as opposed to other regions, has the highest under-five mortality rates yet makes the least improvement in reducing under-five mortality. Despite the decline, Ethiopia is among the top ten countries contributing the most to global under-five mortalities. This article examines the impact of the number of antenatal care and the timing of first antenatal care on child health outcomes. We specifically investigated if the utilization of antenatal care services positively affects the reduction of under-five mortality. Methods We employ a difference-in-differences design with propensity score matching to identify direct causal effects of antenatal care on under-five mortality based on the Ethiopian Demographic Health Survey data of 2011 and 2016. Our sample includes 22 295 women between the ages of 14–49 who had antenatal care visits at different times before delivery. Results The study revealed 1 481 cases of reported under-five mortality. 99.0% of that under-five mortality cases are women who had less than eight antenatal care visits, while only 1% of that is by women who had eight or more antenatal care visits. Antenatal care visit decreases the likelihood of under-five mortality in Ethiopia by 45.2% (CI = 19.2–71.3%, P-value < 0.001) while the timing of first antenatal care within the first trimester decreases the likelihood of under-five mortality by 10% (CI = 5.7–15.6%, P-value < 0.001). Conclusions To achieve a significant reduction in the under-five mortality rate, Intervention programs that encourages more antenatal care visits should be considered. This will improve child survival and help in attaining Sustainable Development Goal targets.

scholarly journals Public health and research funding for childhood neurodevelopmental disorders in Sub-Saharan Africa: a time to balance priorities

2014 ◽  
Vol 2 (1) ◽  
Author(s):  
Muideen O. Bakare ◽  
Kerim M. Munir ◽  
Mashudat A. Bello-Mojeed
Keyword(s):  
Public Health ◽  
Mental Health ◽  
Neurodevelopmental Disorders ◽  
Research Funding ◽  
Mental Health Problems ◽  
Policy Formulation ◽  
Sub Saharan Africa ◽  
Under Five ◽  
Mortality Index ◽  
Sub Saharan

Sub-Saharan African (SSA) population consists of about 45% children, while in Europe and North America children population is 10- 15%. Lately, attention has been directed at mitigating childhood infectious and communicable diseases to reduce under-five mortality. As the under-five mortality index in Sub-Saharan Africa has relatively improved over the last two decades, more Sub-Saharan African children are surviving beyond the age of five and, apparently, a sizeable percentage of this population would be living with one or more childhood neurodevelopmental disorders (NDD). The distribution of child mental health service resources across the world is unequal. This manifests in the treatment gap of major childhood onset mental health problems in SSA, with the gap being more pronounced for childhood NDD. It is important to balance the public health focus and research funding priorities in Sub-Saharan Africa. We urgently need to define the burden of childhood NDD in the region for healthcare planning and policy formulation.

scholarly journals Socioeconomic factors contributing to under-five mortality in sub-Saharan Africa: a decomposition analysis

2019 ◽  
Vol 19 (1) ◽  
Author(s):  
Carine Van Malderen ◽  
Agbessi Amouzou ◽  
Aluisio J. D. Barros ◽  
Bruno Masquelier ◽  
Herman Van Oyen ◽  
...  
Keyword(s):  
Socioeconomic Factors ◽  
Decomposition Analysis ◽  
Sub Saharan Africa ◽  
Under Five ◽  
Sub Saharan

MATERNAL HEALTH-SEEKING BEHAVIOUR AND UNDER-FIVE MORTALITY IN ZIMBABWE

2016 ◽  
Vol 49 (3) ◽  
pp. 408-421 ◽  
Author(s):  
Nyasha Chadoka-Mutanda ◽  
Clifford O. Odimegwu
Keyword(s):  
Public Health ◽  
Maternal Health ◽  
Reproductive Age ◽  
Sub Saharan Africa ◽  
Health Seeking Behaviour ◽  
Health Seeking ◽  
Cross Sectional ◽  
Under Five ◽  
Sub Saharan ◽  
Cox Proportional Hazard Regression

SummaryUnder-five mortality remains a major public health challenge in sub-Saharan Africa. Zimbabwe is one of the countries in the region that failed to achieve Millennium Developmental Goal 4 in 2015. The objective of this study was to examine the extent to which maternal health-seeking behaviour prior to and during pregnancy and post-delivery influences the likelihood of under-five mortality among Zimbabwean children. The study was cross-sectional and data were extracted from the 2010/11 Zimbabwe Demographic and Health Survey (ZDHS). The study sample comprised 5155 children who were born five years preceding the 2010/11 ZDHS to a sample of 4128 women of reproductive age (15–49 years). Cox Proportional Hazard regression modelling was used to examine the relationship between maternal health-seeking behaviour and under-five mortality. The results showed that maternal health-seeking behaviour factors are associated with the risk of dying during childhood. Children born to mothers who had ever used contraceptives (HR: 0.38, CI 0.28–0.51) had a lower risk of dying during childhood compared with children born to mothers who had never used any contraceptive method. The risk of under-five mortality among children who had a postnatal check-up within two months after birth (HR: 0.36, CI 0.23–0.56) was lower than that of children who did not receive postnatal care. Small birth size (HR: 1.70, CI 1.20–2.41) and higher birth order (2+) increased the risk of under-five mortality. Good maternal health-seeking behaviour practices at the three critical stages around childbirth have the potential to reduce under-five mortality. Therefore, public health programmes should focus on influencing health-seeking behaviour among women and removing obstacles to effective maternal health-seeking behaviour in Zimbabwe.

scholarly journals A Scoping Review of the Risk Factors Associated with Anaemia among Children Under Five Years in Sub-Saharan African Countries

2020 ◽  
Vol 17 (23) ◽  
pp. 8829
Author(s):  
Phillips Edomwonyi Obasohan ◽  
Stephen J. Walters ◽  
Richard Jacques ◽  
Khaled Khatab
Keyword(s):  
Risk Factors ◽  
Scoping Review ◽  
Household Wealth ◽  
Sub Saharan Africa ◽  
Cochrane Library ◽  
Children Under Five ◽  
Contextual Risk ◽  
Under Five ◽  
Factors Associated ◽  
Sub Saharan

Background/Purpose: Globally, anaemia is a severe public health condition affecting over 24% of the world’s population. Children under five years old and pregnant women are the most vulnerable to this disease. This scoping review aimed to evaluate studies that used classical statistical regression methods on nationally representative health survey data to identify the individual socioeconomic, demographic and contextual risk factors associated with developing anaemia among children under five years of age in sub-Saharan Africa (SSA). Methods/Design: The reporting pattern followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) guidelines. The following databases were searched: MEDLINE, EMBASE (OVID platform), Web of Science, PUBMED, Cumulative Index to Nursing and Allied Health Literature (CINAHL), PsycINFO, Scopus, Cochrane library, African Journal of online (AJOL), Google Scholar and Measure DHS. Results: The review identified 20 relevant studies and the risk factors for anaemia were classified as child-related, parental/household-related and community- or area-related factors. The risk factors for anaemia identified included age, birth order, sex, comorbidities (such as fever, diarrhoea and acute respiratory infection), malnutrition or stunting, maternal education, maternal age, mother’s anaemia status, household wealth and place of residence. Conclusion: The outcome of this review is of significant value for health policy and planners to enable them to make informed decision that will correct any imbalances in anaemia across socioeconomic, demographic and contextual characteristics, with the view of making efficient distributions of health interventions.

scholarly journals Diarrhea and associated factors among under five children in sub-Saharan Africa: Evidence from demographic and health surveys of 34 sub-Saharan countries

PLoS ONE ◽  
2021 ◽  
Vol 16 (9) ◽  
pp. e0257522
Author(s):  
Getu Debalkie Demissie ◽  
Yigizie Yeshaw ◽  
Wallelign Aleminew ◽  
Yonas Akalu
Keyword(s):  
Associated Factors ◽  
Maternal Education ◽  
Wealth Index ◽  
Water Source ◽  
Sub Saharan Africa ◽  
Demographic And Health Surveys ◽  
African Countries ◽  
Under Five ◽  
Under Five Children ◽  
Sub Saharan

Introduction Diarrhea is responsible for the death of more than 90% of under-five children in low and lower-middle income countries. Regionally, South Asia and sub-Saharan Africa accounted for 88% of deaths with the same age group. Therefore, the aim of this study was to determine the prevalence and associated factors of diarrhea among children under-five years in sub-Saharan Africa. Methods The appended, most recent demographic and health survey datasets of 34 sub-Saharan African countries were used to determine the prevalence and associated factors of diarrhea among under-five children in the region. A total weighted sample of 330,866 under-five children were included in the study. Both bivariable and multivariable multilevel logistic regression were done to determine the associated factors of diarrhea among under five children in sub-Saharan Africa. The Odds Ratio (OR) with a 95% Confidence Interval (CI) was calculated for those potential factors included in the final model. Result The overall prevalence of diarrhea in this study was 15.3% (95% CI: 15.1–15.4). Those children of mothers aged 15–24 (AOR = 1.26; 95% CI: 1.23, 1.30) and 25–34 years (AOR = 1.15; 95%CI: 1.12, 1.18), those children of mothers with no education (AOR = 1.69; 95%CI: 1.57–1.82), primary education (AOR = 1.73; 95%CI: 1.61–1.86) and secondary education (AOR = 1.49; 95%CI: 1.38–1.59) had higher odds of having diarrhea. Those children from poorest (AOR = 1.14; 95%CI: 1.10, 1.19), poorer (AOR = 1.12; 95%CI: 1.08–1.17), middle (AOR = 1.06; 95%CI: 1.02, 1.10), and richer (AOR = 1.14; 95%CI: 1.04–1.12) households had higher chance of having diarrhea compared to their counterparts. Conclusion This study found that the prevalence of childhood diarrhea morbidity in sub-Saharan Africa was high. Maternal age, wealth index, maternal education, maternal occupation, age of child, time of initiation of breast feeding and time to get water source were significantly associated with diarrhea. Therefore, intervention through health education and health promotion for mothers/caretakers who are poor, less educated, and young should be designed to prevent diarrhea in the region.

scholarly journals Assessing and decomposing inequality of opportunity in access to child health and nutrition in sub-Saharan Africa: evidence from three countries with low human development index

2020 ◽  
Vol 19 (1) ◽  
Author(s):  
Yacobou Sanoussi ◽  
Bright Opoku Ahinkorah ◽  
Aduragbemi Banke-Thomas ◽  
Sanni Yaya
Keyword(s):  
Sub Saharan Africa ◽  
Inequality Of Opportunity ◽  
Access To Health Services ◽  
Children Under Five ◽  
Under Five ◽  
Guinea Bissau ◽  
Health And Nutrition ◽  
Access To Health ◽  
Sub Saharan ◽  
Favorable Group

Abstract Background Inequality of opportunity in health and nutrition is a major public health issue in the developing regions. This study analyzed the patterns and extent of inequality of opportunity in health and nutrition among children under-five across three countries sub-Saharan Africa with low Human development index (HDI). Methods We used data from the Multiple Indicator Cluster Survey of the Democratic Republic of Congo (20,792 households, 21,756 women aged 15 to 49 and 21,456 children under five), Guinea Bissau (6601 households, 10,234 women aged 15–49 and 7573 children under five) and Mali (11,830 households, 18,409 women in 15–49 years and 16,468 children under five) to compute the human opportunity index (HOI) and the dissimilarity index (D-index). Secondly, the Shapley decomposition method was used to estimate the relative contribution of circumstances that are beyond the control of children under-five and affecting their development outcomes in later life stages. Results The study revealed that children belonging to the most favorable group had higher access rates for immunization (93.64%) and water and sanitation facilities (73.59%) in Guinea Bissau. In Congo DR, the access rate was high for immunization (93.9%) for children in the most favorable group. In Mali, access rates stood at 6.56% for children in the most favorable group. In Guinea Bissau, the inequality of opportunity was important in access to health services before and after delivery (43.85%). In Congo DR, the inequality of opportunity was only high for the immunization composite indicator (83.79%) while in Mali, inequality of opportunity was higher for access to health services before and after delivery (41.67%). Conclusion The results show that there are efforts in some places to promote access to health and nutrition services in order to make access equal without distinction linked to the socio-economic and demographic characteristics in which the children live. However, the inequalities of opportunity observed between the children of the most favorable group and those of the least favorable group, remain in general at significant levels and call on government of these countries to implement policies taking them into account.

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