ArticleInternational health2022
Individual, household, and community-level predictors of modern contraceptive use among married women in Cameroon: a multilevel analysis.
Article in International health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.
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Who cites it
5 citing papers in PubMed, 1 synthesis or guideline pooled it, 10 citations in OpenAlex.
- Beyond individual-level factors that influence family planning uptake among women with diabetes mellitus: a systematic literature review.BMC public health · 2025Pooled it
- Utilization of modern contraceptive methods among women of reproductive age in Senegal: A multilevel mixed-effects analysis.PloS one · 2025Article
- Geographic variation in modern contraceptive utilization among women of reproductive age in Mozambique: a multilevel analysis.Contraception and reproductive medicine · 2024Article
- Distribution and determinants of early marriage and motherhood: a multilevel and geospatial analysis of 707 districts in India.BMC public health · 2024Article
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Authors and funding
7 authors at 4 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundUnintended pregnancy remains a major public health and socio-economic problem in sub-Saharan African countries, including Cameroon. Modern contraceptive use can avert unintended pregnancy and its related problems. In Cameroon, the prevalence of modern contraceptive use is low. Therefore, this study investigated the individual/household and community-level predictors for modern contraceptive use among married women in Cameroon.
methodsData for this study were derived from the nationally representative 2018-2019 Cameroon Demographic and Health Survey. Analysis was done on 6080 married women in the reproductive age group (15-49 y) using Stata version 14 software. Pearson χ2 test and multilevel logistic regression analysis were conducted to examine the individual/household and community-level predictors of modern contraceptive use. Descriptive results were presented using frequencies and bar charts. Inferential results were presented using adjusted odds ratios (aORs) with 95% confidence intervals (CIs).
resultsThe results show only 18.3% (95% CI 16.8 to 19.8) of married women in Cameroon use modern contraceptives. Women's age (45-49 y; aOR 0.22 [95% CI 0.12 to 0.39]), education level (secondary education; aOR 2.93 [95% CI 1.90 to 4.50]), occupation (skilled manual; aOR 1.46 [95% CI 1.01 to 2.11]), religion (Muslim; aOR 0.63 [95% CI 0.47 to 0.84]), wealth quintile (richest; aOR 2.22 [95% CI 1.35 to 3.64]) and parity (≥5; aOR 3.59 [95% CI 2.61 to 4.94]) were significant individual/household-level predictors. Region (East; aOR 3.63 [95% CI 1.97 to 6.68]) was identified as a community-level predictor.
conclusionsModern contraceptive use among married women in Cameroon is low. Women's education and employment opportunities should be prioritized, as well as interventions for married women, ensuring equity in the utilization of modern contraceptives across regions.
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