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      Women empowerment as an enabling factor of contraceptive use in sub-Saharan Africa: a multilevel analysis of cross-sectional surveys of 32 countries

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          Abstract

          Background

          Women’s empowerment has a direct impact on maternal and child health care service utilization. Large scope measurement of contraceptive use in several dimensions is paramount, considering the nature of empowerment processes as it relates to improvements in maternal health status. However, multicountry and multilevel analysis of the measurement of women’s empowerment indicators and their associations with contraceptive use is vital to make a substantial intervention in the Sub-Saharan Africa context. Therefore, we investigated the impact of women’s empowerment on contraceptive use among women in sub-Saharan Africa countries.

          Methods

          Secondary data involving 474,622 women of reproductive age (15–49 years) from the current Demographic and Health Survey (DHS) in 32 Sub-Saharan Africa region was used in this study. Contraceptive use was the primary outcome variable. Multilevel analysis was conducted to examine the impact of women’s empowerment on contraceptive use. Percentages were conducted in univariate analysis. Furthermore, multilevel logistic regression models were used to analyze the association between individual, compositional and contextual factors of contraceptive use.

          Results

          Results showed large disparities in the number of women who reportedly ever use contraceptive methods; this range from as low as 6.7% in Chad and as much as 72% in Namibia. More than one-third of the respondents had no formal education and more than half were active labor force. Contraceptive use was significantly more common among respondents from the richest households (28.5% versus 18.9%). Various components of women’s empowerment were positively significantly associated with contraceptive use after adjusting for demographic and socioeconomic factors. There was a significant variation in the odds of contraceptive use across the 32 countries ( σ 2= 1.12, 95% CrI 0.67 to 1.87) and across the neighbourhoods ( σ 2= 0.95, 95% CrI 0.92 to 0.98).

          Conclusions

          Our findings suggest that an increase in contraceptive use and by better extension maternal health care services utilization can be achieved by enhancing women’s empowerment. Also, an increase in decision-making autonomy by women, their participation in labour force, reduction in abuse and violence and improved knowledge level are all key issues to be considered. Health-related policies should address inequalities in women’s empowerment, education and economic status which would yield benefits to individuals, families, and societies in general.

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          Most cited references21

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          Global, regional, and national levels and causes of maternal mortality during 1990–2013: a systematic analysis for the Global Burden of Disease Study 2013

          The fifth Millennium Development Goal (MDG 5) established the goal of a 75% reduction in the maternal mortality ratio (MMR; number of maternal deaths per 100,000 livebirths) between 1990 and 2015. We aimed to measure levels and track trends in maternal mortality, the key causes contributing to maternal death, and timing of maternal death with respect to delivery. We used robust statistical methods including the Cause of Death Ensemble model (CODEm) to analyse a database of data for 7065 site-years and estimate the number of maternal deaths from all causes in 188 countries between 1990 and 2013. We estimated the number of pregnancy-related deaths caused by HIV on the basis of a systematic review of the relative risk of dying during pregnancy for HIV-positive women compared with HIV-negative women. We also estimated the fraction of these deaths aggravated by pregnancy on the basis of a systematic review. To estimate the numbers of maternal deaths due to nine different causes, we identified 61 sources from a systematic review and 943 site-years of vital registration data. We also did a systematic review of reports about the timing of maternal death, identifying 142 sources to use in our analysis. We developed estimates for each country for 1990-2013 using Bayesian meta-regression. We estimated 95% uncertainty intervals (UIs) for all values. 292,982 (95% UI 261,017-327,792) maternal deaths occurred in 2013, compared with 376,034 (343,483-407,574) in 1990. The global annual rate of change in the MMR was -0·3% (-1·1 to 0·6) from 1990 to 2003, and -2·7% (-3·9 to -1·5) from 2003 to 2013, with evidence of continued acceleration. MMRs reduced consistently in south, east, and southeast Asia between 1990 and 2013, but maternal deaths increased in much of sub-Saharan Africa during the 1990s. 2070 (1290-2866) maternal deaths were related to HIV in 2013, 0·4% (0·2-0·6) of the global total. MMR was highest in the oldest age groups in both 1990 and 2013. In 2013, most deaths occurred intrapartum or postpartum. Causes varied by region and between 1990 and 2013. We recorded substantial variation in the MMR by country in 2013, from 956·8 (685·1-1262·8) in South Sudan to 2·4 (1·6-3·6) in Iceland. Global rates of change suggest that only 16 countries will achieve the MDG 5 target by 2015. Accelerated reductions since the Millennium Declaration in 2000 coincide with increased development assistance for maternal, newborn, and child health. Setting of targets and associated interventions for after 2015 will need careful consideration of regions that are making slow progress, such as west and central Africa. Bill & Melinda Gates Foundation. Copyright © 2014 Elsevier Ltd. All rights reserved.
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            Variance Inflation Factor: As a Condition for the Inclusion of Suppressor Variable(s) in Regression Analysis

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              Associations between quantitative measures of women's empowerment and access to care and health status for mothers and their children: A systematic review of evidence from the developing world.

              Research on the association between women's empowerment and maternal and child health has rapidly expanded. However, questions concerning the measurement and aggregation of quantitative indicators of women's empowerment and their associations with measures of maternal and child health status and healthcare utilization remain unanswered. Major challenges include complexity in measuring progress in several dimensions and the situational, context dependent nature of the empowerment process as it relates to improvements in maternal and child health status and maternal care seeking behaviors. This systematic literature review summarizes recent evidence from the developing world regarding the role women's empowerment plays as a social determinant of maternal and child health outcomes. A search of quantitative evidence previously reported in the economic, socio-demographic and public health literature finds 67 eligible studies that report on direct indicators of women's empowerment and their association with indicators capturing maternal and child health outcomes. Statistically significant associations were found between women's empowerment and maternal and child health outcomes such as antenatal care, skilled attendance at birth, contraceptive use, child mortality, full vaccination, nutritional status and exposure to violence. Although associations differ in magnitude and direction, the studies reviewed generally support the hypothesis that women's empowerment is significantly and positively associated with maternal and child health outcomes. While major challenges remain regarding comparability between studies and lack of direct indicators in key dimensions of empowerment, these results suggest that policy makers and practitioners must consider women's empowerment as a viable strategy to improve maternal and child health, but also as a merit in itself. Recommendations include collection of indicators on psychological, legal and political dimensions of women's empowerment and development of a comprehensive conceptual framework that can guide research and policy making.
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                Author and article information

                Contributors
                613-562-5800 , sanni.yaya@uOttawa.ca
                olalekan.uthman@warwick.ac.uk
                mic42006@gmail.com
                brammaputram@yahoo.fr
                Journal
                Reprod Health
                Reprod Health
                Reproductive Health
                BioMed Central (London )
                1742-4755
                20 December 2018
                20 December 2018
                2018
                : 15
                : 214
                Affiliations
                [1 ]ISNI 0000 0001 2182 2255, GRID grid.28046.38, School of International Development and Global Studies, , 120 University Private, University of Ottawa, ; Ottawa, ON K1N 6N5 Canada
                [2 ]ISNI 0000 0000 8809 1613, GRID grid.7372.1, Warwick Centre for Applied Health Research and Delivery (WCAHRD), Division of Health Sciences, Warwick Medical School, , University of Warwick, ; Coventry, CV4 7AL UK
                [3 ]ISNI 0000 0004 1794 5983, GRID grid.9582.6, Department of Epidemiology and Medical Statistics, Faculty of Public Health, College of Medicine, , University of Ibadan, ; Ibadan, Nigeria
                Author information
                http://orcid.org/0000-0002-4876-6043
                Article
                658
                10.1186/s12978-018-0658-5
                6302468
                30572927
                7d99752f-fa0a-48fe-8966-9fee70a52e41
                © The Author(s). 2018

                Open Access This 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
                : 21 August 2018
                : 10 December 2018
                Categories
                Research
                Custom metadata
                © The Author(s) 2018

                Obstetrics & Gynecology
                women’s empowerment,gender equality,decision making,sub-saharan africa,antenatal care,maternal health

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