Evidence map›Paper›PMID 39948376›Full record

ArticleScientific reports2025

Geographically weighted regression analysis of cesarean delivery using the Ethiopian Mini Demographic and Health Survey 2019.

Mulat Ayele, Eyob Shitie Lake, Befkad Derese Tilahun, Gizachew Yilak, Abebaw Alamrew, Getinet Kumie Gesesse, Habtamu Setegn Ngusie, Alemu Birara Zemariam

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Mulat AyeleDepartment of Midwifery, College of Health Science, Woldia University, Woldia, Ethiopia. aymulat29@gmail.com.
Eyob Shitie LakeDepartment of Midwifery, College of Health Science, Woldia University, Woldia, Ethiopia.
Befkad Derese TilahunDepartment of Nursing, College of Health Science, Woldia University, Woldia, Ethiopia.
Gizachew YilakDepartment of Nursing, College of Health Science, Woldia University, Woldia, Ethiopia.
Abebaw AlamrewDepartment of Midwifery, College of Health Science, Woldia University, Woldia, Ethiopia.
Getinet Kumie GesesseDepartment of Medical Laboratory Sciences, College of Health Science, Woldia University, Woldia, Ethiopia.
Habtamu Setegn NgusieDepartment of Health Information, School of Public Health, College of Health Science, Woldia University, Woldia, Ethiopia.
Alemu Birara ZemariamDepartment of Pediatrics and Child Health Nursing, School of Nursing, College of Health Science, Woldia University, Woldia, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A justified cesarean delivery plays a major role in reducing maternal and neonatal death in Ethiopia. However, inequalities exist in access to cesarean delivery within the country. Therefore, this study aimed to assess the geographic variations and predictors of cesarean delivery hotspots in Ethiopia using geographically weighted regression analysis. For this study, data from the 2019 Ethiopian Mini Demographic and Health Survey were utilized. Moran's I and Getis-OrdGi* statistics were used to assess the geographical disparities in the occurrence of cesarean deliveries. Subsequently, spatial regression was performed using ordinary least squares regression and geographically weighted regression to predict hotspot areas of cesarean delivery. The prevalence of cesarean delivery in Ethiopia was 6.07% (95% CI: 5.602, 6.538). In this study, Dire Dawa, Hareri, and the southeastern region of Somali were the hotspot areas for cesarean delivery. A higher level of education, multiple births, five or more antenatal care visits, and delivery in private health institutions were statistically significant predictors of cesarean delivery hotspots in Ethiopia. Cesarean delivery in Ethiopia is still underutilized, despite the presence of hotspot areas. Region-specific interventions are necessary, particularly in hotspot areas. Ensuring accessible and equitable cesarean delivery services is crucial, especially in cold spot areas.

Indexed as

Cesarean SectionAdolescentAdultDemographyEthiopiaFemaleHealth SurveysHumansMiddle AgedPregnancyPrenatal CareSpatial RegressionYoung AdultCesarean deliveryCesarean sectionEthiopiaGeographically weighted regression

Identifiers

PMID39948376
PMCPMC11825925

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