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      Patient Preference and Adherence (submit here)

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      The influence of socioeconomic status on women’s preferences for modern contraceptive providers in Nigeria: a multilevel choice modeling

      research-article
      Patient preference and adherence
      Dove Medical Press
      abortion, contraceptive, multilevel choice, Nigeria, preference, socioeconomic disadvantaged

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          Abstract

          Background

          Contraceptives are one of the most cost effective public health interventions. An understanding of the factors influencing users’ preferences for contraceptives sources, in addition to their preferred methods of contraception, is an important factor in increasing contraceptive uptake. This study investigates the effect of women’s contextual and individual socioeconomic positions on their preference for contraceptive sources among current users in Nigeria.

          Methods

          A multilevel modeling analysis was conducted using the most recent 2008 Nigerian Demographic and Health Surveys data of women aged between 15 and 49 years old. The analysis included 1,834 ever married women from 888 communities across the 36 states of the federation, including the Federal Capital Territory of Abuja. Three outcome variables, private, public, and informal provisions of contraceptive sources, were considered in the modeling.

          Results

          There was variability in women’s preferences for providers across communities. The result shows that change in variance accounted for about 31% and 19% in the odds of women’s preferences for both private and public providers across communities. Younger age and being from the richest households are strongly associated with preference for both private and public providers. Living in rural areas and economically deprived neighborhoods were the community level determinants of women’s preferences.

          Conclusion

          This study documents the independent association of contextual socioeconomic characteristics and individual level socioeconomic factors with women’s preferences for contraceptive commodity providers in Nigeria. Initiatives that seek to improve modern contraceptive uptake should jointly consider users’ preferences for sources of these commodities in addition to their preference for contraceptive type.

          Most cited references42

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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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            Women's empowerment and choice of contraceptive methods in selected African countries.

            It is generally believed that women's lack of decision-making power may restrict their use of modern contraceptives. However, few studies have examined the different dimensions of women's empowerment and contraceptive use in African countries. Data came from the latest round of Demographic and Health Surveys conducted between 2006 and 2008 in Namibia, Zambia, Ghana and Uganda. Responses from married or cohabiting women aged 15-49 were analyzed for six dimensions of empowerment and the current use of female-only methods or couple methods. Bivariate and multivariate multinomial regressions were used to identify associations between the empowerment dimensions and method use. Positive associations were found between the overall empowerment score and method use in all countries (relative risk ratios, 1.1-1.3). In multivariate analysis, household economic decision making was associated with the use of either female-only or couple methods (1.1 for all), as was agreement on fertility preferences (1.3-1.6) and the ability to negotiate sexual activity (1.1-1.2). In Namibia, women's negative attitudes toward domestic violence were correlated with the use of couple methods (1.1). Intervention programs aimed at increasing contraceptive use may need to involve different approaches, including promoting couples' discussion of fertility preferences and family planning, improving women's self-efficacy in negotiating sexual activity and increasing their economic independence.
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              Low use of contraception among poor women in Africa: an equity issue.

              To examine the use of contraception in 13 countries in sub-Saharan Africa; to assess changes in met need for contraception associated with wealth-related inequity; and to describe the relationship between the use of long-term versus short-term contraceptive methods and a woman's fertility intentions and household wealth. The analysis was conducted with Demographic and Health Survey data from 13 sub-Saharan African countries. Wealth-related inequities in the use of contraception were calculated using household wealth and concentration indices. Logistic regression models were fitted for the likelihood of using a long-term contraceptive method, with adjustments for: wealth index quintile, fertility intentions (to space births versus to stop childbearing), residence (urban/rural), education, number of living children, marital status and survey year. The use of contraception has increased substantially between surveys in Ethiopia, Madagascar, Mozambique, Namibia and Zambia but has declined slightly in Kenya, Senegal and Uganda. Wealth-related inequalities in the met need for contraception have decreased in most countries and especially so in Mozambique, but they have increased in Kenya, Uganda and Zambia with regard to spacing births, and in Malawi, Senegal, Uganda, the United Republic of Tanzania and Zambia with regard to limiting childbearing. After adjustment for fertility intention, women in the richest wealth quintile were more likely than those in the poorest quintile to practice long-term contraception. Family planning programmes in sub-Saharan Africa show varying success in reaching all social segments, but inequities persist in all countries.
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                Author and article information

                Journal
                Patient Prefer Adherence
                Patient Prefer Adherence
                Patient preference and adherence
                Dove Medical Press
                1177-889X
                2013
                04 December 2013
                : 7
                : 1213-1220
                Affiliations
                School of Health, Sport, and Bioscience, Health Studies Field, University of East London, London, United Kingdom
                Author notes
                Correspondence: Olatunde Aremu, University of East London, Romford Road, Stratford, London, E15 4LZ, United Kingdom, Tel +44 77 6267 4797, Fax +44 20 8223 4965, Email olatunde.aremu@ 123456yahoo.com ; o.aremu@ 123456uel.ac.uk
                Article
                ppa-7-1213
                10.2147/PPA.S51852
                3862587
                24353406
                53888ad3-1959-4e83-8432-f19df0a369c9
                © 2013 Aremu. This work is published by Dove Medical Press Limited, and licensed under Creative Commons Attribution – Non Commercial (unported, v3.0) License

                The full terms of the License are available at http://creativecommons.org/licenses/by-nc/3.0/. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed.

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                Categories
                Original Research

                Medicine
                multilevel choice,nigeria,socioeconomic disadvantaged,abortion,contraceptive,preference
                Medicine
                multilevel choice, nigeria, socioeconomic disadvantaged, abortion, contraceptive, preference

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