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Long acting contraceptives (LACs) take the lion\u2019s 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.\n<\/jats:p>\n              <\/jats:sec><jats:sec>\n                <jats:title>Methods<\/jats:title>\n                <jats:p>This 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.<\/jats:p>\n              <\/jats:sec><jats:sec>\n                <jats:title>Results<\/jats:title>\n                <jats:p>Long acting contraceptive utilization was non-random (Moran\u2019s I: 0.30, p-value\u2009&lt;\u20090.01). 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\u2009=\u20092.51, 95% CI: 1.29\u20134.87), having one to two (AOR\u2009=\u20092.14, 95% CI: 1.43\u20133.22), and three to four children (AOR\u2009=\u20091.68, 95% CI: 1.02\u20132.76), urban (AOR\u2009=\u20091.59, 95% CI: 1.16\u20132.19), want no more children (AOR\u2009=\u20091.40, 95% CI: 1.08\u20131.83), working status of women (AOR\u2009=\u20091.33, 95% CI: 1.07\u20131.65) increased the odds of LACs utilization. While previous history of abortion (AOR\u2009=\u20090.56, 95% CI: 0.39\u20130.80), and living in the pastoralist community (AOR\u2009=\u20090.22, 95% CI: 0.14\u20130.35) reduced the odds of LACs utilization in Ethiopia<\/jats:p>\n              <\/jats:sec><jats:sec>\n                <jats:title>Conclusions<\/jats:title>\n                <jats:p>Significant 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.<\/jats:p>\n              <\/jats:sec>","DOI":"10.1186\/s12978-021-01171-2","type":"journal-article","created":{"date-parts":[[2021,6,10]],"date-time":"2021-06-10T22:04:08Z","timestamp":1623362648000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["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"],"prefix":"10.1186","volume":"18","author":[{"given":"Oumer Abdulkadir","family":"Ebrahim","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ejigu Gebeye","family":"Zeleke","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2556-4158","authenticated-orcid":false,"given":"Atalay Goshu","family":"Muluneh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,6,10]]},"reference":[{"key":"1171_CR1","doi-asserted-by":"publisher","first-page":"S60","DOI":"10.1016\/j.ijgo.2015.04.024","volume":"131","author":"R Joshi","year":"2015","unstructured":"Joshi R, Khadilkar S, Patel M. 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