{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T00:27:21Z","timestamp":1790728041130,"version":"4.1.0"},"reference-count":62,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2021,1,28]],"date-time":"2021-01-28T00:00:00Z","timestamp":1611792000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2021,1,28]],"date-time":"2021-01-28T00:00:00Z","timestamp":1611792000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["BMC Public Health"],"published-print":{"date-parts":[[2021,12]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:sec>\n                <jats:title>Background<\/jats:title>\n                <jats:p>Utilization of modern contraceptives is still low in low-and middle-income countries, although fertility and population growth rates are high. In Senegal, modern\u00a0contraceptive utilization is low, with few studies focusing on its associated factors. This study examined modern contraceptive use and its associated factors among married women in Senegal.<\/jats:p>\n              <\/jats:sec><jats:sec>\n                <jats:title>Methods<\/jats:title>\n                <jats:p>Data from the 2017 Continuous Demographic and Health Survey (C-DHS) on 11,394 married women was analysed. We examined the associations between the demographic and socioeconomic characteristics of women and their partners and modern contraceptive use using multilevel logistic regression models. Adjusted odds ratios with 95% confidence intervals (CI) were estimated.<\/jats:p>\n              <\/jats:sec><jats:sec>\n                <jats:title>Results<\/jats:title>\n                <jats:p>The utilization of modern contraceptives among married women was 26.3%. Individual level factors associated with modern contraceptive use were women\u2019s age (45\u201349\u2009years-aOR\u2009=\u20090.44, 0.30\u20130.63), women\u2019s educational level (higher-aOR\u2009=\u20091.88, 1.28\u20132.76) husband\u2019s educational level (higher-aOR\u2009=\u20091.43, 1.10\u20131.85)), number of living children (5 or more children-aOR\u2009=\u200933.14, 19.20\u201357.22), ideal number of children (2 children-aOR\u2009=\u20091.95, 1.13\u20133.35),\u00a0desire to have more children (wants no more-aOR\u2009=\u20092.46, 2.06\u20132.94), ethnicity (Diola-aOR\u2009=\u20090.70, 0.50\u20130.99), media exposure (yes-aOR\u2009=\u20091.44, 1.16\u20131.79)), wealth index (richer-aOR\u2009=\u20091.31, 1.03\u20131.67) and decision making power of women (decision making two-aOR\u2009=\u20091.20, 1.02\u20131.41). Whereas, region (Matam-aOR\u2009=\u20090.35, 0.23\u20130.53), place of residence (rural-aOR\u2009=\u20090.76, 0.63\u20130.93), community literacy level (high-aOR\u2009=\u20091.31, 1.01\u20131.71) and community knowledge level of modern contraceptives (high-aOR\u2009=\u20091.37, 1.13\u20131.67) were found as significant community level factors.<\/jats:p>\n              <\/jats:sec><jats:sec>\n                <jats:title>Conclusions<\/jats:title>\n                <jats:p>The findings indicate that both individual and community level factors are significantly associated with modern contraceptive use\u00a0among married women in Senegal. Interventions should focus on enhancing literacy levels of women, their husbands and communities. Furthermore, strengthening awareness and attitude towards family planning should be given priority, especially in rural areas and regions with low resources.<\/jats:p>\n              <\/jats:sec>","DOI":"10.1186\/s12889-021-10252-7","type":"journal-article","created":{"date-parts":[[2021,1,28]],"date-time":"2021-01-28T13:06:26Z","timestamp":1611839186000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":60,"title":["Modern contraceptive utilization and its\u00a0associated factors among married women in Senegal: a multilevel analysis"],"prefix":"10.1186","volume":"21","author":[{"given":"Betregiorgis","family":"Zegeye","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bright Opoku","family":"Ahinkorah","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dina","family":"Idriss-Wheeler","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Comfort Z.","family":"Olorunsaiye","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nicholas Kofi","family":"Adjei","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4876-6043","authenticated-orcid":false,"given":"Sanni","family":"Yaya","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,1,28]]},"reference":[{"issue":"9837","key":"10252_CR1","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1016\/S0140-6736(12)60478-4","volume":"380","author":"SQ Ahmed","year":"2012","unstructured":"Ahmed SQ, Liu LL, Tsui AO. Maternal deaths averted by contraceptive use: an analysis of 172 countries. Lancet. 2012;380(9837):111\u201325.","journal-title":"Lancet"},{"key":"10252_CR2","unstructured":"WHO. Contraception. Fact sheet. 2014. Availablfe from: https:\/\/apps.who.int\/iris\/bitstream\/handle\/10665\/112319\/WHO_RHR_14.07_eng.pdf?ua=1. [Accessed on august 24, 2020]."},{"key":"10252_CR3","volume-title":"Family planning programs for the 21st century","author":"J Bongaarts","year":"2012","unstructured":"Bongaarts J, Cleland J, Townsend JW, Bertrand JT, Gupta MD. Family planning programs for the 21st century. New York: Population Council; 2012."},{"key":"10252_CR4","unstructured":"WHO. Family planning\/contraception methods. 2020. Available from: https:\/\/www.who.int\/news-room\/fact-sheets\/detail\/family-planning-contraception\u2265 \u2264http:\/\/www.who.int\/news-room\/fact-sheets\/detail\/family-planning-contraception%3e. [Accessed on August 05, 2020]."},{"key":"10252_CR5","unstructured":"United Nations. Department of Economic and Social Affairs, Population Division (2017): World Family Planning; 2017. Highlights (ST\/ESA\/SER.A\/414). 2017"},{"key":"10252_CR6","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1186\/s40834-016-0036-z","volume":"2","author":"M Endriyas","year":"2017","unstructured":"Endriyas M, Eshete A, Mekonnen E, Misganaw T, Shiferaw M, Ayele S. Contraceptive utilization and associated factors among women of reproductive age group in southern nations nationalities and peoples\u2019 region, Ethiopia: cross-sectional survey, mixed-methods. Contraception Reprod Med. 2017;2:10. https:\/\/doi.org\/10.1186\/s40834-016-0036-z.","journal-title":"Contraception Reprod Med"},{"key":"10252_CR7","volume-title":"Enqu\u00eate D\u00e9mographique et de Sant\u00e9 \u00e0 Indicateurs Multiples au S\u00e9n\u00e9gal (EDS-MICS) 2010-2011","author":"Agence Nationale de la Statistique et de la D\u00e9mographie (ANSD) [Senegal], and ICF International","year":"2012","unstructured":"Agence Nationale de la Statistique et de la D\u00e9mographie (ANSD) [Senegal], and ICF International. Enqu\u00eate D\u00e9mographique et de Sant\u00e9 \u00e0 Indicateurs Multiples au S\u00e9n\u00e9gal (EDS-MICS) 2010-2011. Calverton, Maryland, USA: ANSD and ICF International; 2012."},{"key":"10252_CR8","volume-title":"Department of Economic and Social Affairs, population division (2017b). Model-based estimates and projections of family planning indicators. 2017","author":"United Nations","year":"2017","unstructured":"United Nations. Department of Economic and Social Affairs, population division (2017b). Model-based estimates and projections of family planning indicators. 2017. New York: United Nations; 2017."},{"key":"10252_CR9","unstructured":"USAID. West Africa: Senegal [Available from: http:\/\/www.watradehub.com\/en\/countries\/senegal\/.[ Accessed on April 10, 2020]. ."},{"key":"10252_CR10","volume-title":"S\u00e9n\u00e9gal: Enqu\u00eate D\u00e9mographique et de Sant\u00e9 Continue (EDS Continue 2015)","author":"Agence Nationale de la Statistique et de la D\u00e9mographie ANSD\/S\u00e9n\u00e9gal and ICF","year":"2016","unstructured":"Agence Nationale de la Statistique et de la D\u00e9mographie ANSD\/S\u00e9n\u00e9gal and ICF. S\u00e9n\u00e9gal: Enqu\u00eate D\u00e9mographique et de Sant\u00e9 Continue (EDS Continue 2015). Rockville, Maryland, USA: ANSD\/Senegal and ICF; 2016."},{"key":"10252_CR11","unstructured":"Dulitha F, Nalika G, Upul S, Chrishantha WM, De Alwis SR, Hemantha S, et al. Risk factors for teenage pregnancies in Sri Lanka: perspective of a community based study. 2013;7(4):269\u201384."},{"key":"10252_CR12","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1186\/s12889-017-4641-9","volume":"18","author":"C Wuni","year":"2018","unstructured":"Wuni C, Turpin CA, Dassah ET. Determinants of contraceptive use and future contraceptive intentions of women attending child welfare clinics in urban Ghana. BMC Public Health. 2018;18:79. https:\/\/doi.org\/10.1186\/s12889-017-4641-9.","journal-title":"BMC Public Health"},{"key":"10252_CR13","doi-asserted-by":"crossref","unstructured":"Cronin CJ, Guilkey DK, Speizer IS. The effect of health facility access and quality on family planning decisions in urban Senegal. Health Economic. 2017;27(3):576\u201391.","DOI":"10.1002\/hec.3615"},{"issue":"7","key":"10252_CR14","doi-asserted-by":"publisher","first-page":"1233","DOI":"10.2105\/AJPH.2005.071522","volume":"97","author":"R Stephenson","year":"2007","unstructured":"Stephenson R, Baschieri A, Clements S, Hennick M, Madise N. Contextual influences on modern contraceptive use in sub-Saharan Africa. Am J Public Health. 2007;97(7):1233\u201340.","journal-title":"Am J Public Health"},{"issue":"2","key":"10252_CR15","doi-asserted-by":"publisher","first-page":"2661","DOI":"10.1177\/1010539511421194","volume":"27","author":"SM Kamal","year":"2015","unstructured":"Kamal SM. Socioeconomic factors associated with contraceptive use and method choice in urban slums of Bangladesh. Asia Pac J Public Health. 2015;27(2):2661\u201376 https:\/doi.org\/.","journal-title":"Asia Pac J Public Health"},{"issue":"4","key":"10252_CR16","first-page":"1","volume":"16","author":"AB Ajong","year":"2016","unstructured":"Ajong AB, Njotang PN, Yakum MN, Essi MJ, Essiben F, Eko FEE, et al. Determinants of unmet need for family planning among women in urban Cameroon : a cross sectional survey in the Biyem-Assi Health District. Yaound\u00e9 BMC Womens Health. 2016;16(4):1\u20138.","journal-title":"Yaound\u00e9 BMC Womens Health"},{"key":"10252_CR17","doi-asserted-by":"publisher","first-page":"41006","DOI":"10.1038\/srep41006","volume":"7","author":"FL Cavallaro","year":"2017","unstructured":"Cavallaro FL, Benova L, Macleod D, Faye A, Lynch CA. Examining trends in family planning among harder-to-reach women in Senegal 1992-2014. Sci Rep. 2017;7:41006.","journal-title":"Sci Rep"},{"key":"10252_CR18","doi-asserted-by":"publisher","first-page":"214","DOI":"10.1186\/s12978-018-0658-5\u2265","volume":"15","author":"S Yaya","year":"2018","unstructured":"Yaya S, Uthman OA, Ekholuenetale M, Ghose BG. Women empowerment as an enabling factor of contraceptive use in sub-Saharan Africa: a multilevel analysis of cross-sectional surveys of 32 countries. Reprod Health. 2018;15:214. https:\/\/doi.org\/10.1186\/s12978-018-0658-5\u2265.","journal-title":"Reprod Health"},{"issue":"8","key":"10252_CR19","doi-asserted-by":"publisher","first-page":"e0236352","DOI":"10.1371\/journal.pone.0236352","volume":"15","author":"BO Ahinkorah","year":"2020","unstructured":"Ahinkorah BO. Predictors of unmet need for contraceptionamong adolescent girls and young womenin selected high fertility countriesin sub-Saharan Africa: A multilevel mixed effects analysis. PLoS One. 2020;15(8):e0236352. https:\/\/doi.org\/10.1371\/journal.pone.0236352.","journal-title":"PLoS One"},{"issue":"4","key":"10252_CR20","doi-asserted-by":"publisher","first-page":"176","DOI":"10.1363\/3517609","volume":"35","author":"B Gubhaju","year":"2009","unstructured":"Gubhaju B. The influence of wives\u2019 and husbands\u2019 education levels on contraceptive method choice in Nepal,1996\u20132006. Int Perspect Sex Reprod Health. 2009;35(4):176\u201385.","journal-title":"Int Perspect Sex Reprod Health"},{"key":"10252_CR21","doi-asserted-by":"publisher","first-page":"562","DOI":"10.1353\/hpu.2014.0098","volume":"25","author":"M Hossain","year":"2014","unstructured":"Hossain M, Ahmed S, Rogers L. Does a wife\u2019s education influence spousal agreement on approval of family planning? Random effects modeling using data from two west African countries. J Health Care Poor Underserved. 2014;25:562\u201376. https:\/\/doi.org\/10.1353\/hpu.2014.0098.","journal-title":"J Health Care Poor Underserved"},{"issue":"6","key":"10252_CR22","first-page":"336","volume":"4","author":"ML Richard","year":"2017","unstructured":"Richard ML, Paul K, Anne-Marie N. Influence of mass media on family planning methods use among couples in Gashenyi Sector Rwanda. Int J Multidisciplinary Res Dev. 2017;4(6):336\u201343.","journal-title":"Int J Multidisciplinary Res Dev"},{"key":"10252_CR23","volume-title":"How to mobilize communities for health and social change","author":"L Howard-Grabman","year":"2003","unstructured":"Howard-Grabman L, Snetro G. How to mobilize communities for health and social change. Baltimore: Health Communication Partnership; 2003. Available at http:\/\/www.jhuccp.org\/hcp\/pubs\/tools\/HowtoMobilize\/ind> ex.html. Accessed on 8 April 2020"},{"issue":"suppl_1","key":"10252_CR24","first-page":"i1","volume":"34","author":"R Kipping","year":"2012","unstructured":"Kipping R, Campbell RM, MacArthur G, Gunnell D, MJJoPH H. Multiple risk behaviour in adolescence. J Public Health (Oxf). 2012;34(suppl_1):i1\u20132.","journal-title":"J Public Health (Oxf)"},{"key":"10252_CR25","first-page":"h4119","volume":"351","author":"L LJb","year":"2015","unstructured":"LJb L. Realising the health and wellbeing of adolescents. BMJ. 2015;351:h4119.","journal-title":"BMJ"},{"issue":"1","key":"10252_CR26","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1257\/jel.47.1.87","volume":"47","author":"J Currie","year":"2009","unstructured":"Currie J. Healthy, wealthy, and wise: socioeconomic status, poor health in childhood, and human capital development. J Econ Lit, Am Econ Assoc. 2009;47(1):87\u2013122.","journal-title":"J Econ Lit, Am Econ Assoc"},{"issue":"1","key":"10252_CR27","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/1471-2458-10-530","volume":"10","author":"G Nalwadda","year":"2010","unstructured":"Nalwadda G, Mirembe F, Byamugisha J, Faxelid E. Persistent high fertility in Uganda: young people recount obstacles and enabling factors to use of contraceptives. BMC Public Health. 2010;10(1):1\u201313.","journal-title":"BMC Public Health"},{"issue":"4","key":"10252_CR28","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1177\/1010539510370780","volume":"22","author":"KIA Mostafa","year":"2010","unstructured":"Mostafa KIA. Contraceptive use: socioeconomic correlates and method choices in rural Bangladesh. Asia Pac J Public Health. 2010;22(4):436\u201350.","journal-title":"Asia Pac J Public Health"},{"issue":"3","key":"10252_CR29","first-page":"112","volume":"19","author":"BL Solanke","year":"2016","unstructured":"Solanke BL. Socio-demographic factors associated with unmet need for family planning among women who experienced pregnancy termination in Nigeria. Afr J Psychol Study Soc Issues. 2016;19(3):112\u201325.","journal-title":"Afr J Psychol Study Soc Issues"},{"issue":"1","key":"10252_CR30","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1111\/nyas.13330","volume":"1393","author":"JK Das","year":"2017","unstructured":"Das JK, Salam RA, Thornburg KL, Prentice AM, Campisi S, Lassi ZS, et al. Nutrition in adolescents: physiology, metabolism, and nutritional needs. Ann N Y Acad Sci. 2017;1393(1):21\u201333.","journal-title":"Ann N Y Acad Sci"},{"key":"10252_CR31","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1016\/j.childyouth.2015.03.005","volume":"52","author":"TD Ritchwood","year":"2015","unstructured":"Ritchwood TD, Ford H, DeCoster J, Sutton M, JEJC L. Risky sexual behavior and substance use among adolescents: A meta-analysis. Child Youth Serv Rev. 2015;52:74\u201388.","journal-title":"Child Youth Serv Rev"},{"issue":"5","key":"10252_CR32","doi-asserted-by":"publisher","first-page":"353","DOI":"10.1080\/1067828X.2017.1305934","volume":"26","author":"K Cunningham","year":"2017","unstructured":"Cunningham K, Martinez DA, Scott-Sheldon LA, Carey KB, MPJJoc C. Alcohol use and sexual risk behaviors among adolescents with psychiatric disorders: A systematic review and meta-analysis. J Child Adolesc Subst Abuse. 2017;26(5):353\u201366.","journal-title":"J Child Adolesc Subst Abuse"},{"issue":"1","key":"10252_CR33","first-page":"63","volume":"3","author":"PE Obasohan","year":"2015","unstructured":"Obasohan PE. Religion, Ethnicity and Contraceptive Use among Reproductive age Women in Nigeria. Int J MCH AIDS. 2015;3(1):63\u201373.","journal-title":"Int J MCH AIDS"},{"key":"10252_CR34","unstructured":"Dialogue WFD. Understanding religious influences on family planning. Finding from Monitoring and Evaluation in Senegal. Washington, DC.: World Faiths Development Dialogue; 2017."},{"key":"10252_CR35","doi-asserted-by":"publisher","first-page":"346","DOI":"10.1186\/s12913-017-2287-z","volume":"17","author":"S Assaf","year":"2017","unstructured":"Assaf S, Wang W, Mallick L. Quality of care in family planning services in Senegal and their outcomes. BMC Health Serv Res. 2017;17:346.","journal-title":"BMC Health Serv Res"},{"key":"10252_CR36","doi-asserted-by":"publisher","first-page":"4399","DOI":"10.3390\/ijerph17124399","volume":"17","author":"AM Sidibe","year":"2020","unstructured":"Sidibe AM, Kadetz PI, Hesketh T. Factors impacting family planning use in Mali and Senegal. Int J Environ Res Public Health. 2020;17:4399. https:\/\/doi.org\/10.3390\/ijerph17124399.","journal-title":"Int J Environ Res Public Health"},{"key":"10252_CR37","first-page":"239","volume-title":"Gynecology. Socio-demographic determinants of teenage pregnancy in the Niger Delta of Nigeria","author":"AI Isa","year":"2012","unstructured":"Isa AI, Gani IOOJOJoO, Gynecology. Socio-demographic determinants of teenage pregnancy in the Niger Delta of Nigeria 2012;2(03):239."},{"key":"10252_CR38","volume-title":"Young people and family planning: teenage pregnancy","author":"UNICEF","year":"2008","unstructured":"UNICEF. Young people and family planning: teenage pregnancy. New York: UNICEF; 2008."},{"issue":"17","key":"10252_CR39","first-page":"46","volume":"5","author":"E Adu-Gyamfi","year":"2014","unstructured":"Adu-Gyamfi E. Assessing the effect of teenage pregnancy on achieving universal basic education in Ghana: a case study of upper Denkyira West District. J Educ Pract. 2014;5(17):46\u201360.","journal-title":"J Educ Pract"},{"key":"10252_CR40","doi-asserted-by":"crossref","unstructured":"Ayanaw Habitu Y, Yalew A, TJJop AB. Prevalence and Factors Associated with Teenage Pregnancy, Northeast Ethiopia, 2017: A Cross-Sectional Study. J Pregnancy. 2018;2018:1714527.","DOI":"10.1155\/2018\/1714527"},{"issue":"1","key":"10252_CR41","first-page":"21","volume":"5","author":"SHJIJS Nyarko","year":"2012","unstructured":"Nyarko SHJIJS. Determinants of adolescent fertility in Ghana. Int J Sci. 2012;5(1):21\u201332.","journal-title":"Int J Sci"},{"key":"10252_CR42","unstructured":"Minist\u00e8re de la Sant\u00e9 et de l\u2019Action Sociale. Pyramide de Sant\u00e9. Available from: http:\/\/www.sante.gouv.sn\/page-reader-contentdetails.php?jpage=NTg=&jmenu=Mg==. [Accessed on: Sep 17, 2020]."},{"key":"10252_CR43","volume-title":"Ashford LS","author":"JE Darroch","year":"2016","unstructured":"Darroch JE, Woog V, Bankole A. Ashford LS. Guttmacher \u0130nstitute: Costs and benefits of meeting the contraceptive needs of adolescents; 2016."},{"issue":"2","key":"10252_CR44","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1016\/j.jadohealth.2014.09.007","volume":"56","author":"G Sedgh","year":"2015","unstructured":"Sedgh G, Finer LB, Bankole A, Eilers MA, Singh S. Adolescent pregnancy, birth, and abortion rates across countries: levels and recent trends. J Adolesc Health. 2015;56(2):223\u201330.","journal-title":"J Adolesc Health"},{"key":"10252_CR45","volume-title":"Enqu\u00eate D\u00e9mographique et de Sant\u00e9 \u00e0 Indicateurs Multiples au S\u00e9n\u00e9gal (EDS-MICS) 2016-2017","author":"Agence Nationale de la Statistique et de la D\u00e9mographie (ANSD) [Senegal], and ICF International","year":"2017","unstructured":"Agence Nationale de la Statistique et de la D\u00e9mographie (ANSD) [Senegal], and ICF International. Enqu\u00eate D\u00e9mographique et de Sant\u00e9 \u00e0 Indicateurs Multiples au S\u00e9n\u00e9gal (EDS-MICS) 2016-2017. Calverton, Maryland, USA: ANSD and ICF International; 2017."},{"key":"10252_CR46","unstructured":"Bradley SEK, Croft TN, Fishel JD, Westoff CF. Revising Unmet Need for Family Planning. DHS Analytical Studies No. 25 [available at \u2264https:\/\/dhsprogram.com\/pubs\/pdf\/AS25\/AS25%5B12June2012%5D.pdf\u2265. Accessed on 8 April 2020]."},{"issue":"1","key":"10252_CR47","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1186\/1742-4755-11-13","volume":"11","author":"A Mohammed","year":"2014","unstructured":"Mohammed A, Woldeyohannes D, Feleke A, Megabiaw B. Determinants of modern contraceptive utilization among married women of reproductive age group in north Shoa zone, Amhara region, Ethiopia. Reprod Health. 2014;11(1):13.","journal-title":"Reprod Health"},{"issue":"3","key":"10252_CR48","first-page":"95","volume":"5","author":"TG Hailu","year":"2015","unstructured":"Hailu TG. Determinants and cross-regional variations of contraceptive prevalence rate in Ethiopia: a multilevel modeling approach. Am J Math Stat. 2015;5(3):95\u2013110.","journal-title":"Am J Math Stat"},{"key":"10252_CR49","first-page":"1","volume":"7","author":"N Prata","year":"2016","unstructured":"Prata N, Bell S, Weidert K, Nieto-Andrade B, Carvalho A, Neves I. Varying family planning strategies across age categories: differences in factors associated with current modern contraceptive use among youth and adult women in Luanda, Angola. Open Access J Contraception. 2016;7:1.","journal-title":"Open Access J Contraception"},{"issue":"8","key":"10252_CR50","doi-asserted-by":"publisher","first-page":"e0236352","DOI":"10.1371\/journal.pone.0236352","volume":"15","author":"BO Ahinkorah","year":"2020","unstructured":"Ahinkorah BO. Predictors of unmet need for contraception among adolescent girls and young women in selected high fertility countries in sub-Saharan Africa: a multilevel mixed effects analysis. PLoS One. 2020;15(8):e0236352.","journal-title":"PLoS One"},{"key":"10252_CR51","volume-title":"Understanding Women\u2019s empowerment: a comparative analysis of demographic and health surveys (DHS) data. DHS comparative reports no. 20","author":"S Kishor","year":"2008","unstructured":"Kishor S, Subaiya L. Understanding Women\u2019s empowerment: a comparative analysis of demographic and health surveys (DHS) data. DHS comparative reports no. 20. Calverton, Maryland, USA: Macro International Inc.; 2008. https:\/\/dhsprogram.com\/publications\/publication-cr20-comparativereports.cfm"},{"key":"10252_CR52","unstructured":"Guide to DHS Statistics. Indicators of Women empowerment. [Available at <https:\/\/dhsprogram.com\/data\/Guide-to-DHS"},{"issue":"20","key":"10252_CR53","doi-asserted-by":"publisher","first-page":"3257","DOI":"10.1002\/sim.7336","volume":"36","author":"PC Austin","year":"2017","unstructured":"Austin PC, Merlo J. Intermediate and advanced topics in multilevel logistic regression analysis. Stat Med. 2017;36(20):3257\u201377. https:\/\/doi.org\/10.1002\/sim.7336 PMID: 28543517.","journal-title":"Stat Med"},{"key":"10252_CR54","volume-title":"Data analysis using regression and multilevelhierarchical models: Cambridge University press New York","author":"A Gelman","year":"2007","unstructured":"Gelman A, Hill J. Data analysis using regression and multilevelhierarchical models: Cambridge University press New York. NY: USA; 2007."},{"key":"10252_CR55","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-8026-7","volume-title":"International handbook of adolescent pregnancy: medical, psychosocial, and public health responses","author":"AL Cherry","year":"2014","unstructured":"Cherry AL, Dillon ME. International handbook of adolescent pregnancy: medical, psychosocial, and public health responses. New York: Springer Science & Business Media; 2014."},{"key":"10252_CR56","unstructured":"Daoud JI. Multicollinearity and regression analysis: IOP Conf. Series: Journal of Physics: Conf. Series. 2017;949:1\u20137."},{"issue":"5","key":"10252_CR57","doi-asserted-by":"publisher","first-page":"673","DOI":"10.1007\/s11135-006-9018-6","volume":"41","author":"RM O\u2019brien","year":"2007","unstructured":"O\u2019brien RM. A caution regarding rules of thumb for variance inflation factors. Qual Quant. 2007;41(5):673\u201390.","journal-title":"Qual Quant"},{"key":"10252_CR58","unstructured":"DHS Program Sampling weighting. [Available from: https:\/\/blog.dhsprogram.com\/sampling-weighting-at-dhs\/>. Accessed on 8 April 2020."},{"key":"10252_CR59","unstructured":"Darroch JE et al., Adding It Up: Costs and Benefits of Meeting the Contraceptive Needs of Adolescents, New York: Guttmacher Institute; 2016, https:\/\/www.guttmacher.org\/report\/adding-it-meeting-contraceptive-needs-of-adolescents."},{"key":"10252_CR60","doi-asserted-by":"publisher","unstructured":"Daff BM, Seck C, Belkhayat H, Sutton P. Informed push distribution of contraceptives in Senegal reduces stockouts and improves quality of family planning services. Global Health. 2014:245\u201352. https:\/\/doi.org\/10.9745\/ghsp-d-13-00171.","DOI":"10.9745\/ghsp-d-13-00171"},{"issue":"9","key":"10252_CR61","doi-asserted-by":"publisher","first-page":"1114","DOI":"10.1111\/j.1600-0412.2012.01467.x","volume":"91","author":"S Neal","year":"2012","unstructured":"Neal S, Matthews Z, Frost M, Fogstad H, Camacho AV, Laski L. Childbearing in adolescents aged 12\u201315 years in low resource countries: a neglected issue. New estimates from demographic and household surveys in 42 countries. Acta Obstet Gynecol Scand. 2012;91(9):1114\u20138.","journal-title":"Acta Obstet Gynecol Scand"},{"key":"10252_CR62","volume-title":"The state of the world\u2019s children 2011: adolescence an age of opportunity","author":"UNICEF","year":"2013","unstructured":"UNICEF. The state of the world\u2019s children 2011: adolescence an age of opportunity. New York: UNICEF; 2013."}],"container-title":["BMC Public Health"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s12889-021-10252-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/s12889-021-10252-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/s12889-021-10252-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,1,28]],"date-time":"2021-01-28T13:16:10Z","timestamp":1611839770000},"score":1,"resource":{"primary":{"URL":"https:\/\/bmcpublichealth.biomedcentral.com\/articles\/10.1186\/s12889-021-10252-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,28]]},"references-count":62,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,12]]}},"alternative-id":["10252"],"URL":"https:\/\/doi.org\/10.1186\/s12889-021-10252-7","relation":{},"ISSN":["1471-2458"],"issn-type":[{"value":"1471-2458","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,1,28]]},"assertion":[{"value":"25 June 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"17 January 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 January 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"Ethics approval was not required since the data is available to the public domain.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval and consent to participate"}},{"value":"Not applicable.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Consent for publication"}},{"value":"Sanni Yaya and Bright Opoku Ahinkorah are Editorial Board Members of BMC Public Health.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"231"}}