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.
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.
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Who cites it
14 citing papers in PubMed, 21 citations in OpenAlex.
- Article
- Determinants of long-acting family planning utilization among reproductive-age women in Ethiopia: further analysis of recent demographic and health survey data.Frontiers in global women's health · 2025Article
- Evolving Landscape of Modern Contraceptive Use in Ethiopia: A Two-Decade Analysis.International journal of public health · 2025Article
- Examining the low uptake of LARC in Ethiopia: an analysis of individual-level predisposing and enabling factors.Frontiers in global women's health · 2025Article
- Article
- Modern contraceptive utilization among women of reproductive age in Ghana: a multilevel mixed-effect logistic regression model.Contraception and reproductive medicine · 2024Article
- Factors associated with modern contraceptive utilization among reproductive age women in Kenya; evidenced by the 2022 Kenyan demographic and health survey.Contraception and reproductive medicine · 2024Article
- Women's empowerment and contraceptive use in ever-married adult women: Analysis of a population-based survey in Peru.Contraception: X · 2024Article
- Article
- Predictors of long-acting contraceptive utilization hot spots in Ethiopia: using geographical weighted regression analysis.Frontiers in global women's health · 2024Article
- Article
- Article
- Geospatial variations and determinants of contraceptive utilization among married reproductive age women in Ethiopia: spatial and multilevel analysis of Ethiopian Demographic and Health Survey, 2019.Frontiers in global women's health · 2023Article
- Geographic weighted regression analysis of hot spots of modern contraceptive utilization and its associated factors in Ethiopia.PloS one · 2023Article
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3 authors at 2 institutions in 1 country.
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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.
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