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Record W2949998808 · doi:10.21106/ijma.272

Neonatal Cord Care Practices among Mothers and Caregivers in the Volta Region of Ghana

2019· article· en· W2949998808 on OpenAlexfundno aff
Sybil Sory Opoku Asiedu, Nana Abena Ansah Apatu, Rosemond Tetteh, Abraham Hodgson

Bibliographic record

VenueInternational Journal of Maternal and Child Health and AIDS · 2019
Typearticle
Languageen
FieldHealth Professions
TopicNeonatal skin health care
Canadian institutionsnot available
FundersGlobal Affairs Canada
KeywordsUmbilical cordMedicineCordObstetricsPediatricsCord bloodHealth careSurgeryInternal medicineImmunologyEconomic growth

Abstract

fetched live from OpenAlex

Background: The umbilical cord is a major route of infection among newborns. In Ghana, infections among neonates accounts for majority of under-five deaths. This study sought to investigate what mothers apply to the umbilical cord of their newborns and what motivates them to put such applications on the cord. Methods: This was a descriptive cross-sectional study of neonatal cord care practices among mothers and caregivers in the Nkwanta South District of the Volta region of Ghana. Quantitative and qualitative methods were used. Results: Majority of the mothers/caregivers used substances that have not been recommended for umbilical cord dressing (64.3%). Factors such as level of education [?2=8.2, p=0.02], place of delivery [?2 = 40.1, p<0.001], relationship with whoever has made a recommendation for a particular dressing to be used [?2=95.2, p<0.001] and number of days it takes the umbilical cord to fall off [?2=6.2, p=0.05] were found to influence the type of dressing used on the umbilical cord. Conclusion and Global Health Implications: In order to reduce the number of neonates who die due to avoidable cord-related infections, the type of substances used on the umbilical cord should be approved substances. Health education particularly on neonatal cord care targeting community members and health care providers at the lower levels of the healthcare delivery system should be intensified. Key words: • Umbilical cord • Neonates • Newborns • Rural • Dressing • Infections • Ghana Copyright © 2019 Asiedu et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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 score0.064
Threshold uncertainty score0.428

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 integrity0.0000.001
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 head0.021
GPT teacher head0.360
Teacher spread0.339 · 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

Citations18
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Maternal and Child Health and AIDSSame topicNeonatal skin health careFrench-language works237,207