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Record W3082336988 · doi:10.11575/prism/37706

The State of Infant and Under 5 Mortality in The Gambia: A Socioeconomic Perspective to Child Survival

2019· article· en· W3082336988 on OpenAlexfundno aff
Isatou Njai

Bibliographic record

VenueOpen MIND · 2019
Typearticle
Languageen
FieldMedicine
TopicGlobal Maternal and Child Health
Canadian institutionsnot available
FundersCanadian Bureau for International Education
KeywordsSocioeconomic statusPerspective (graphical)Infant mortalityState (computer science)DemographyChild mortalityPopulationGeographyDevelopmental psychologyMedicinePsychologySociologyMathematics

Abstract

fetched live from OpenAlex

Health is a major driver of economic growth and productivity in both developed and developing countries. Research shows that providing opportunities for access to health and reproductive services together with good nutrition can positively impact society’s welfare (Onarheim, et al, 2016). This is fundamental to the survival of women and children, especially in developing countries, where the absence of good health care can have an adverse impact on their overall wellbeing. Infant mortality, the death of a child before his or her first birthday, and under 5 deaths are some of the adverse consequences of poor health and nutrition care. Their prevalence in Sub-Saharan Africa, particularly The Gambia are critical to development. In 2017 alone, WHO estimated more than 4 million deaths among children under 5 and highlighted that for children in Africa (51 per 1000 live births), the rates are up to six times higher than for children in Europe at 8 per 1000 live births (World Health Organisation, 2019). In The Gambia, much like the rest of Africa, the causes of child death are numerous, interrelated, and complex. Disease, malnutrition, food insecurity and poverty, are among the most prominent. An examination of Gambia’s most recent demographic health survey shows strong correlations between poverty, and infant and under 5 mortality. Shockingly, there is negligible difference between the lowest wealth group and the second and third, but a significant gap between the wealthiest and the other categories. This suggests the absence of a middle class. The picture illustrated by the DHS data shows that age is a critical determining factor in children’s survival. Babies born to mothers under the age of 20 have reduced chances of celebrating their fifth birthday. The impact of child marriage on child deaths creates a major cultural and, in some cases, religious challenge for policy makers. Data also demonstrates differences in prevalence by location (urban versus rural communities) and the sex of the baby, with boys most at risk. Interestingly, rates are also different for communities within rural Gambia. For instance, children born in Kuntaur, Basse and Mansokonko are more vulnerable than children in other parts of rural Gambia. In addition to high infant and under 5 mortality rates, these communities also have the highest rates of malnutrition and hunger, leading to a multitude of challenges for children and their families to survive. Malnutrition is a major contributing factor. Its most severe forms – stunting and wasting - are more prevalent among poor households in The Gambia. Up to 50 percent of children under 5 were found to be anemic by the 2018 micronutrient survey, approximately 56 percent of pregnant women are anemic and up to 50 of non-pregnant women are also anemic. Education is critical. While a mother’s level of education, especially at a secondary level, seems to affect the levels of mortality positively, data shows that very few women in affected communities have access to secondary education. The study proposes a viable and affordable policy solution, which is to invest in reproductive health education at the primary level combined with nutrition education. This will help raise awareness, improve girls’ knowledge on health and nutrition, and have a positive and lasting impact. The country has made significant progress since the 1990s. Access to immunization is free with more than 90 percent coverage and almost all babies are breastfed. Policy shifts such as the 2016 ban on female genital mutilation and child marriage will also contribute positively to children’s chances of survival and reduce the health risk for both women and children. Although health care is the primary responsibility of the government, infant and under 5 mortality are addressed by a multitude of stakeholders including local and international NGOs, as well as United Nations agencies. However, the government’s unsustainable public debt and reliance on donor funding limit its ability to provide the resources and technical capacity required to ensure that women in all parts of the country have access to basic health care and emergency care during labour and delivery.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.035
Threshold uncertainty score0.746

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.025
GPT teacher head0.343
Teacher spread0.318 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations4
Published2019
Admission routes1
Has abstractyes

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