Evidence map›Paper›PMID 34344339›Full record

ArticleBMC public health2021

Empowerment and use of modern contraceptive methods among married women in Burkina Faso: a multilevel analysis.

Sylvain Y M Some, Christy Pu, Song-Lih Huang

Abstract read
In one paragraph

Article in BMC public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

24 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  6. Modern Contraceptive Use Among Young Women in Kampala Slums: Research Findings from the TOPOWA Study.International journal of environmental research and public health · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Sylvain Y M SomeInternational Health Program, National Yang Ming Chiao Tung University, Taipei, Taiwan, Republic of China.
Christy PuInternational Health Program, Institute of Public Health, School of Medicine, National Yang Ming Chiao Tung University, No. 155, Sec. 2, Linong St. 11221, Taipei City, Taiwan, Republic of China.
Song-Lih HuangInternational Health Program, Institute of Public Health, School of Medicine, National Yang Ming Chiao Tung University, No. 155, Sec. 2, Linong St. 11221, Taipei City, Taiwan, Republic of China. songlih@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn Burkina Faso, gender inequality prevents women from meeting their reproductive needs, leading to high rates of unintended pregnancies, abortions and deaths. Evidence shows that empowering women may increase the proportion of demand for family planning satisfied using modern methods (mDFPS), but few studies have measured this process in multiple spheres of life. We investigated how empowerment influences the mDFPS among married women of reproductive age (MWRA) in Burkina Faso.

methodsWe analyzed data from the 2010 Burkina Faso Demographic and Health Survey (DHS) on 4714 MWRA with reproductive needs living in 573 communities. We used principal component analysis (PCA) and Cronbach's alpha test to explore and assess specific and consistently relevant components of women's agency in marital relationships. Aggregated measures at the cluster level were used to assess gender norms and relationships in communities. Descriptive statistics were performed and multilevel logistic regression models were carried out to concurrently gauge the effects of women's agency and community-level of gender equality on mDFPS, controlling for socioeconomic factors.

resultsOverall, less than one-third (30.8%) of the demand for family planning among MWRA were satisfied with modern methods. Participation in household decision-making, freedom in accessing healthcare, and opposition to domestic violence were underlying components of women's agency in marital relationships. In the full model adjusted for socioeconomic status, freedom in accessing healthcare was significantly (aOR 1.27, CI 1.06-1.51) associated with mDFPS. For community-level variables, women's greater access to assets (aOR 1.72, 95% CI 1.13-2.61) and family planning messages (aOR 2.68, 95% CI 1.64-4.36) increased mDFPS, while higher fertility expectations (aOR 0.75, 95% CI 0.64-0.87) reduced it. Unexpectedly, women in communities with higher rates of female genital mutilation were more likely (aOR 2.46, 95% CI 1.52-3.99) to have mDFPS.

conclusionsEmpowering women has the potential to reduce gender inequality, raise women's agency and increase mDFPS. This influence may occur through both balanced marital relationships and fair community gender norms and relationships. Progress toward universal access to reproductive services should integrate the promotion of women's rights.

trial registrationNo clinical trial has been performed in this study.

Indexed as

ContraceptionMarriageBurkina FasoFamily Planning ServicesFemaleHumansMultilevel AnalysisPregnancyBurkina FasoFamily planningGender inequalitywomen’s empowerment

Identifiers

PMID34344339
PMCPMC8336087

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.