ArticlePloS one2020
From non-use to covert and overt use of contraception: Identifying community and individual factors informing Nigerian women's degree of contraceptive empowerment.
Article in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Factors influencing contraceptive use among women of advanced reproductive age in Nigeria.Contraception and reproductive medicine · 2025Article
- Does women empowerment alone influence contraception utilization in Bangladesh perspective? Findings from the 2017-2018 Demographic Health Survey using a structural equation model analysis.AJOG global reports · 2025Article
- The intersection between migration, HIV, and contraceptive use in Uganda: a cross-sectional population-based study.Reproductive health · 2024Article
- Do women with a previous unintended birth subsequently experience missed opportunities for postpartum family planning counseling? A multilevel mixed effects analysis.PLOS global public health · 2024Article
- A continuum of individual-level factors that influence modern contraceptive uptake and use: perspectives from community members and healthcare providers in Durban, South Africa.Contraception and reproductive medicine · 2023Article
- Differential discontinuation by covert use status in Kenya.Contraception: X · 2023Article
- The determinants of postpartum contraceptive use in Nigeria.Frontiers in global women's health · 2023Article
- Women's and male partners' socio-demographic and economic characteristics associated with contraceptive decision making in Nigeria.BMC women's health · 2022Article
- Perceptions of Partners' Fertility Preferences and Women's Covert Contraceptive Use in Eight Sub-Saharan African Countries.Studies in family planning · 2022Article
- Covert use of reversible contraceptive methods and its association with husband's egalitarian gender attitude in India.BMC public health · 2022Article
- Prevalence and characteristics of covert contraceptive use in the Performance Monitoring for Action multi-country study.Contraception: X · 2022Article
- Prevalence and factors associated with covert contraceptive use in Kenya: a cross-sectional study.BMC public health · 2021Article
- Men's Attitude Towards Contraception and Sexuality, Women's Empowerment, and Demand Satisfied for Family Planning in India.Frontiers in sociology · 2021Article
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveIn Nigeria, unmet need for contraception is high despite improved access to modern contraception. To identify factors that support Nigerian women's contraceptive decisions to achieve their reproductive goals, in the presence or absence of their partner's support, we seek to identify individual/couple and community level determinants of a spectrum of contraceptive practices, from non-use to covert and overt use of contraception.
methodsData were drawn from a national probability survey conducted by Performance Monitoring and Accountability 2020 in Nigeria in 2017-2018. A sample of 12,948 women 15-49 years was included, 6433 of whom were in need of contraception at the time of the survey. We conducted bivariate and multivariate analysis to identify individual/couple and community level factors associated with covert use relative to non-use and to overt use of contraception.
resultsAltogether, 58.0% of women in need of contraception were non-users, 4.5% were covert users and 37.5% used contraception overtly. Covert users were more educated and wealthier than non-users, but less educated and less wealthy than overt users. Covert users were less likely to cohabitate with their partner compared to non-users [AOR = 4.60 (95%CI: 3.06-6.93)] and overt users [AOR = 5.01 (95%CI: 3.24-7.76)] and more likely to reside in urban areas. At the community level, covert users were more likely to live in communities with higher contraceptive prevalence and higher levels of female education relative to non-users. They were also more likely to live in communities with higher female employment [AOR = 1.62, (95%CI: 0.96-2.73)] compared to overt users.
conclusionBy identifying individual and community level factors associated with the spectrum from non-use to covert use and overt use of contraception, this study highlights the importance of integrating individual and community interventions to support women's realization of their reproductive goals.
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