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      Maternal and community factors associated with unmet contraceptive need among childbearing women in Northern Nigeria

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          Abstract

          Background

          Unmet need for modern contraceptive remains a critical reproductive health challenge in Nigeria. Numerous studies in Nigeria and other countries have investigated the patterns, prevalence and associated factors of unmet contraceptive need. In spite of these, the associated factors of unmet contraceptive need in Northern Nigeria have remained insufficiently explored. The few studies that focused on Northern Nigeria have mainly examined maternal individual factors leaving out higher level factors such as community-level factors that may be associated with unmet contraceptive need. This study examines the extent to which maternal and community factors are associated with unmet contraceptive need in Northern Nigeria.

          Method

          Data was pooled from 2008 to 2013 Nigeria Demographic and Health Surveys. A weighted sample size of 26,730 women was analysed. The outcome variable was unmet contraceptive need, dichotomised into no unmet need and unmet need. The explanatory variables were individual maternal characteristics such as age, education, number of living children, age at marriage, pregnancy termination experience, and death of a child, and selected community characteristics such as community socioeconomic status, community literacy level, community knowledge of modern contraceptive and geo-political zone. The Multilevel Logistic Regression Model (MLRM) was applied.

          Result

          Results showed a prevalence of 18% unmet contraceptive need among Northern women in Nigeria. Maternal age of 35 years or older (AOR = 0.873; p < 0.05, CI: 0.780–0.976), having five or more living children (AOR = 1.813; p < 0.001, CI: 1.663–1.977), higher maternal education (AOR = 0.787; p < 0.05, CI: 0.625–0.993), and never experience death of a child (AOR = 0.866; p < 0.001, CI: 0.805–0.933) are the maternal factors significantly associated with unmet contraceptive need, while high community literacy level (AOR = 1.230; p < 0.05, CI: 1.041–1.454), moderate (AOR = 0.862; p < 0.05, CI: 0.767–0.968) or high (AOR = 0.821; p < 0.05, CI: 0.726–0.929) community knowledge of modern contraceptive, and geo-political zone of residence are the community-level characteristics significantly associated with unmet contraceptive need among women in Northern Nigeria.

          Conclusion

          Maternal and community factors are significantly associated with unmet contraceptive need, but based on the ICC maternal factors have more significance in Northern Nigeria. The expansion of existing family planning delivery points to cover all communities including rural and remote areas in the region is imperative.

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          Most cited references31

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          An Original Stepwise Multilevel Logistic Regression Analysis of Discriminatory Accuracy: The Case of Neighbourhoods and Health

          Background and Aim Many multilevel logistic regression analyses of “neighbourhood and health” focus on interpreting measures of associations (e.g., odds ratio, OR). In contrast, multilevel analysis of variance is rarely considered. We propose an original stepwise analytical approach that distinguishes between “specific” (measures of association) and “general” (measures of variance) contextual effects. Performing two empirical examples we illustrate the methodology, interpret the results and discuss the implications of this kind of analysis in public health. Methods We analyse 43,291 individuals residing in 218 neighbourhoods in the city of Malmö, Sweden in 2006. We study two individual outcomes (psychotropic drug use and choice of private vs. public general practitioner, GP) for which the relative importance of neighbourhood as a source of individual variation differs substantially. In Step 1 of the analysis, we evaluate the OR and the area under the receiver operating characteristic (AUC) curve for individual-level covariates (i.e., age, sex and individual low income). In Step 2, we assess general contextual effects using the AUC. Finally, in Step 3 the OR for a specific neighbourhood characteristic (i.e., neighbourhood income) is interpreted jointly with the proportional change in variance (i.e., PCV) and the proportion of ORs in the opposite direction (POOR) statistics. Results For both outcomes, information on individual characteristics (Step 1) provide a low discriminatory accuracy (AUC = 0.616 for psychotropic drugs; = 0.600 for choosing a private GP). Accounting for neighbourhood of residence (Step 2) only improved the AUC for choosing a private GP (+0.295 units). High neighbourhood income (Step 3) was strongly associated to choosing a private GP (OR = 3.50) but the PCV was only 11% and the POOR 33%. Conclusion Applying an innovative stepwise multilevel analysis, we observed that, in Malmö, the neighbourhood context per se had a negligible influence on individual use of psychotropic drugs, but appears to strongly condition individual choice of a private GP. However, the latter was only modestly explained by the socioeconomic circumstances of the neighbourhoods. Our analyses are based on real data and provide useful information for understanding neighbourhood level influences in general and on individual use of psychotropic drugs and choice of GP in particular. However, our primary aim is to illustrate how to perform and interpret a multilevel analysis of individual heterogeneity in social epidemiology and public health. Our study shows that neighbourhood “effects” are not properly quantified by reporting differences between neighbourhood averages but rather by measuring the share of the individual heterogeneity that exists at the neighbourhood level.
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            Trends in contraceptive need and use in developing countries in 2003, 2008, and 2012: an analysis of national surveys.

            Data for trends in contraceptive use and need are necessary to guide programme and policy decisions and to monitor progress towards Millennium Development Goal 5, which calls for universal access to contraceptive services. We therefore aimed to estimate trends in contraceptive use and unmet need in developing countries in 2003, 2008, and 2012 . We obtained data from national surveys for married and unmarried women aged 15-49 years in regions and subregions of developing countries. We estimated trends in the numbers and proportions of women wanting to avoid pregnancy, according to whether they were using modern contraceptives, or had unmet need for modern methods (ie, using no methods or a traditional method). We used comparable data sources and methods for three reference years (2003, 2008, and 2012). National survey data were available for 81-98% of married women using and with unmet need for modern methods. The number of women wanting to avoid pregnancy and therefore needing effective contraception increased substantially, from 716 million (54%) of 1321 million in 2003, to 827 million (57%) of 1448 million in 2008, to 867 million (57%) of 1520 million in 2012. Most of this increase (108 million) was attributable to population growth. Use of modern contraceptive methods also increased, and the overall proportion of women with unmet need for modern methods among those wanting to avoid pregnancy decreased from 29% (210 million) in 2003, to 26% (222 million) in 2012. However, unmet need for modern contraceptives was still very high in 2012, especially in sub-Saharan Africa (53 million [60%] of 89 million), south Asia (83 million [34%] of 246 million), and western Asia (14 million [50%] of 27 million). Moreover, a shift in the past decade away from sterilisation, the most effective method, towards injectable drugs and barrier methods, might have led to increases in unintended pregnancies in women using modern methods. Achievement of the desired number and healthy timing of births has important benefits for women, families, and societies. To meet the unmet need for modern contraception, countries need to increase resources, improve access to contraceptive services and supplies, and provide high-quality services and large-scale public education interventions to reduce social barriers. Our findings confirm a substantial and unfinished agenda towards meeting of couples' reproductive needs. UK Department for International Development, the Bill & Melinda Gates Foundation, and the UN Population Fund (UNFPA). Copyright © 2013 Elsevier Ltd. All rights reserved.
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              A scoping review on determinants of unmet need for family planning among women of reproductive age in low and middle income countries

              Background Poor access and low contraceptive prevalence are common to many Low- and Middle-Income Countries (LMICs). Unmet need for family planning (FP), defined as the proportion of women wishing to limit or postpone child birth, but not using contraception, has been central to reproductive health efforts for decades and still remains relevant for most policy makers and FP programs in LMICs. There is still a lag in contraceptive uptake across regions resulting in high unmet need due to various socioeconomic and cultural factors. In this mixed method scoping review we analyzed quantitative, qualitative and mixed method studies to summarize those factors influencing unmet need among women in LMICs. Methods We conducted our scoping review by employing mixed method approach. We included studies applying quantitative and qualitative methods retrieved from online data bases (PubMed, JSTOR, and Google Scholar). We also reviewed the indexes of journals specific to the field of reproductive health by using a set of keywords related to unmet contraception need, and non-contraception use in LMICs. Results We retrieved 283 articles and retained 34 articles meeting our inclusion criteria. Of these, 26 were quantitative studies and 8 qualitative studies. We found unmet need for FP to range between 20 % and 58 % in most studies. Woman’s age was negatively associated with total unmet need for FP, meaning as women get older the unmet need for FP decreases. The number of children was found to be a positively associated determinant for a woman’s total unmet need. Also, woman’s level of education was negatively associated – as a woman’s education improves, her total unmet need decreases. Frequently reported reasons for non-contraception use were opposition from husband or husbands fear of infidelity, as well as woman’s fear of side effects or other health concerns related to contraceptive methods. Conclusion Factors associated with unmet need for FP and non-contraception use were common across different LMIC settings. This suggests that women in LMICs face similar barriers to FP and that it is still necessary for reproductive health programs to identify FP interventions that more specifically tackle unmet need. Electronic supplementary material The online version of this article (doi:10.1186/s12905-015-0281-3) contains supplementary material, which is available to authorized users.
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                Author and article information

                Contributors
                modebolasolanke@gmail.com , bsolanke@oauife.edu.ng
                funmibek1@yahoo.com
                oyeleyeolaoyejames@gmail.com
                ilesanmiben@gmail.com
                Journal
                Contracept Reprod Med
                Contracept Reprod Med
                Contraception and Reproductive Medicine
                BioMed Central (London )
                2055-7426
                2 September 2019
                2 September 2019
                2019
                : 4
                : 11
                Affiliations
                [1 ]ISNI 0000 0001 2183 9444, GRID grid.10824.3f, Department of Demography and Social Statistics, , Obafemi Awolowo University, ; Ile-Ife, Nigeria
                [2 ]Action Against Hunger, ACF-International, Damaturu, Yobe State Nigeria
                Author information
                http://orcid.org/0000-0001-5723-1174
                Article
                93
                10.1186/s40834-019-0093-1
                6717978
                31497311
                b91e5d3b-7a63-46a9-a11b-9ce217c9d879
                © The Author(s). 2019

                Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

                History
                : 29 March 2019
                : 19 June 2019
                Categories
                Research
                Custom metadata
                © The Author(s) 2019

                unmet need,contraceptive,reproductive health,women,maternal health,northern nigeria

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