Evidence map›Paper›PMID 39068397›Full record

ArticleBMC public health2024

Geospatial determinants and spatio-temporal variation of early initiation of breastfeeding and exclusive breastfeeding in Ethiopia from 2011 to 2019, a multiscale geographically weighted regression analysis.

Tsion Mulat Tebeje, Beminate Lemma Seifu, Kusse Urmale Mare, Yordanos Sisay Asgedom, Zufan Alamrie Asmare, Hiwot Altaye Asebe, Abdu Hailu Shibeshi, Afework Alemu Lombebo, Kebede Gemeda Sabo, Bezawit Melak Fente and 1 more

Abstract read
In one paragraph

Article in BMC public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Breastfeeding Measurement - How Do We Define and Measure Breastfeeding Cessation Across Scientific Disciplines?Journal of human lactation : official journal of International Lactation Consultant Association · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Tsion Mulat TebejeSchool of Public Health, College of Health Science and Medicine, Dilla University, Dilla, Ethiopia. yemarina12@gmail.com.
Beminate Lemma SeifuDepartment of Public Health, College of Medicine and Health Science, Samara University, Afar, Ethiopia.
Kusse Urmale MareDepartment of Nursing, College of Medicine and Health Sciences, Samara University, Afar, Ethiopia.
Yordanos Sisay AsgedomDepartment of Epidemiology and Biostatics, College of Health Sciences and Medicine, Wolaita Sodo University, Wolaita Sodo, Ethiopia.
Zufan Alamrie AsmareDepartment of Ophthalmology, School of Medicine and Health Science, Debre Tabor University, Debre Tabor, Ethiopia.
Hiwot Altaye AsebeDepartment of Public Health, College of Medicine and Health Science, Samara University, Afar, Ethiopia.
Abdu Hailu ShibeshiDepartment of Statistics, College of Natural and Computational Science, Samara University, Afar, Ethiopia.
Afework Alemu LombeboSchool of Medicine, College of Health Science and Medicine, Wolaita Sodo University, Wolaita Sodo, Ethiopia.
Kebede Gemeda SaboDepartment of Nursing, College of Medicine and Health Sciences, Samara University, Afar, Ethiopia.
Bezawit Melak FenteDepartment of General Midwifery, School of Midwifery, College of Medicine & Health Sciences, University of Gondar, Gondar, Ethiopia.
Bizunesh Fantahun KaseDepartment of Public Health, College of Medicine and Health Science, Samara University, Afar, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBreastfeeding offers numerous benefits for infants, mothers, and the community, making it the best intervention for reducing infant mortality and morbidity. The World Health Organization (WHO) recommends initiating breastfeeding within one hour after birth and exclusively breastfeeding for the first six months. This study investigated the trend, spatio-temporal variation, and determinants of spatial clustering of early initiation of breastfeeding (EIBF) and exclusive breastfeeding (EBF) in Ethiopia from 2011 to 2019.

methodsData from the Ethiopian Demographic and Health Survey (EDHS), which was conducted in 2011, 2016, and 2019, were analyzed utilizing a weighted sample of 10,616 children aged 0-23 years for EIBF and 2,881 children aged 0-5 months for EBF. Spatial autocorrelation analysis was used to measure whether EIBF and EBF were dispersed, clustered, or randomly distributed and Kriging interpolation was employed to predict the outcome variables in the unmeasured areas. Spatial scan statistics were used to identify spatial clusters with a high prevalence of cases. Both global and local regression modeling techniques were employed to examine the spatial relationships between the explanatory variables and the dependent variables.

resultsThe trend analysis revealed a notable increase in the prevalence of EIBF from 51.8% in 2011 to 71.9% in 2019. Similarly, the prevalence of EBF increased from 52.7% in 2011 to 58.9% in 2019. Spatial analysis demonstrated significant spatial variation in both EIBF and EBF throughout the country. Cold spots or clusters with a low prevalence of EIBF were observed consistently in the Tigray and Amhara regions, and significant cold spot areas of EBF were observed consistently in the Afar and Somali regions. Multiscale geographically weighted regression analysis revealed significant predictors of spatial variations in EIBF, including the religious affiliation of being a follower of the orthodox religion, parity of 1-2, absence of antenatal care visits, and delivery via cesarean section.

conclusionsDespite the increase in both EIBF and EBF rates over time in Ethiopia, these rates still fall below the national target. To address this issue, the government should prioritize public health programs aimed at improving maternal healthcare service utilization and maternal education. It is essential to integrate facility-level services with community-level services to achieve optimal breastfeeding practices. Specifically, efforts should be made to promote breastfeeding among mothers who have delivered via cesarean section. Additionally, there should be a focus on encouraging antenatal care service utilization and adapting maternal healthcare services to accommodate the mobile lifestyle of pastoralist communities. These steps will contribute to enhancing breastfeeding practices and achieving better outcomes for maternal and child health.

Indexed as

Breast FeedingSpatial RegressionSpatio-Temporal AnalysisAdolescentAdultEthiopiaFemaleHealth SurveysHumansInfantInfant, NewbornMaleSocioeconomic FactorsSpatial AnalysisYoung AdultEarly initiation of breastfeedingEDHSEthiopiaExclusive breastfeedingGeographically weighted regressionMultiscale geographically weighted regressionSpatio-temporal analysis

Identifiers

PMID39068397
PMCPMC11282616

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.