Evidence map›Paper›PMID 34112194›Full record

ArticleReproductive health2021

Geographic variation and associated factors of long-acting contraceptive use among reproductive-age women in Ethiopia: a multi-level and spatial analysis of Ethiopian Demographic and Health Survey 2016 data.

Oumer Abdulkadir Ebrahim, Ejigu Gebeye Zeleke, Atalay Goshu Muluneh

Open access · goldAbstract read
In one paragraph

Article in Reproductive health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
4.7field-weighted citation impact, top 6% of its field
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

14 citing papers in PubMed, 21 citations in OpenAlex.

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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

3 authors at 2 institutions in 1 country.

Oumer Abdulkadir EbrahimDepartment of Public Health, College of Health Sciences, Samara University, Samara, Ethiopia.
Ejigu Gebeye ZelekeDepartment of Epidemiology and Biostatistics, College of Medicine and Health Sciences, University of Gondar, P.O. Box 196, Gondar, Ethiopia.
Atalay Goshu MulunehDepartment of Epidemiology and Biostatistics, College of Medicine and Health Sciences, University of Gondar, P.O. Box 196, Gondar, Ethiopia. goshuatalay12@gmail.com.ORCID http://orcid.org/0000-0002-2556-4158
University of Gondar · ETSamara University · ET

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHigh fertility rates and unintended pregnancies are public health concerns of lower and middle income countries such as Ethiopia. Long acting contraceptives (LACs) take the lion's share in reducing unintended pregnancies and high fertility rates. Despite their numerous advantages, the utilization of LACs remains low in Ethiopia. This study is aimed to explore the geographic variation and associated factors of long acting contraceptive use among reproductive-age women in Ethiopia.

methodsThis is a secondary data analysis of 2016 Ethiopian Demographic and Health Survey (EDHS) data. A total of weighted sample sizes of 10,439 reproductive-age women were included in the final analysis. To clean and analyze the none-spatial data Stata 14 was used while ArcGIS 10.6 and SaTScanTM version 9.6 software were used for spatial analysis. Multilevel Mixed-effect Logistic regression model was used to identify associated factors of LACs utilization. An Adjusted Odds Ratio (AOR) with 95% Confidence Interval (CI) was reported to identify significant variables.

resultsLong acting contraceptive utilization was non-random (Moran's I: 0.30, p-value < 0.01). Statistically, clusters with significant low utilization of LACs were found in Somali, Afar, Gambela, northern Amhara, eastern Oromia and western part of Southern Nations Nationalities and Peoples (SNNP) regions. Adjusting for other factors such as being married (AOR = 2.51, 95% CI: 1.29-4.87), having one to two (AOR = 2.14, 95% CI: 1.43-3.22), and three to four children (AOR = 1.68, 95% CI: 1.02-2.76), urban (AOR = 1.59, 95% CI: 1.16-2.19), want no more children (AOR = 1.40, 95% CI: 1.08-1.83), working status of women (AOR = 1.33, 95% CI: 1.07-1.65) increased the odds of LACs utilization. While previous history of abortion (AOR = 0.56, 95% CI: 0.39-0.80), and living in the pastoralist community (AOR = 0.22, 95% CI: 0.14-0.35) reduced the odds of LACs utilization in Ethiopia

conclusionsSignificant geographic variation of LACs utilization was observed in Ethiopia. Spots with Low LACs utilization were found in the eastern, north eastern and western part of the country. Socio-demographic and pregnancy related factors were significant determinants of LACs utilization. Designing intervention programs targeting the identified hot spot clusters, and variables that can hinder the utilization of LACs is very important to increase the utilization.

Indexed as

Contraception BehaviorLong-Acting Reversible ContraceptionAdolescentAdultContraceptive AgentsCross-Sectional StudiesEthiopiaFemaleHumansMarriageMiddle AgedMultilevel AnalysisPregnancyRural PopulationSocioeconomic FactorsSpatial AnalysisContraceptive AgentsEthiopiaGeographic variationLong-acting contraceptive

Identifiers

PMID34112194
PMCPMC8194103
OpenAlexW3165923822

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LicenceCC BY
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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.