ArticleReproductive health2021
Predictors of skilled birth attendance among married women in Cameroon: further analysis of 2018 Cameroon Demographic and Health Survey.
Article in Reproductive health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
43 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Inequity in uptake of maternal health care services in developing countries: a systematic review and meta-analysis.Frontiers in public health · 2024Pooled it
- Tracking the impact of maternal health service coverage on maternal mortality across 137 low- and middle-income countries in the progress toward Sustainable Development Goals.Journal of global health · 2026Article
- Preparing the Health Workforce for Digital Antenatal Care: A COM-B-Informed Workshop Using the WHO Digital Adaptation Kit Integration in Cameroon.Healthcare (Basel, Switzerland) · 2026Article
- Women's empowerment and health facility utilization during childbirth in Cameroon.BMC women's health · 2026Article
- A cross-sectional study to evaluate access to antenatal care services in Twifo Hemang Lower Denkyira district of Ghana.PloS one · 2026Article
- Prevalence and associated factors of skilled birth attendants in Bangladesh: A combined statistical and machine learning analysis.PloS one · 2026Article
- Success and opportunities: maternal mortality and health services in Sierra Leone.Frontiers in global women's health · 2026Article
- Mapping Geographic Disparities in Healthcare Access Barriers Among Married Women in Pakistan: Evidence from a Nationally Representative Survey.Healthcare (Basel, Switzerland) · 2025Article
- Exploring the multifaceted correlates of household decision-making autonomy among married women in Cameroon.BMC women's health · 2025Article
- Inequalities and factors associated with maternal healthcare services utilisation in Mozambique: evidence from the Demographic and Health Survey 2022-2023.BMJ global health · 2025Article
- Application of the random forest algorithm to predict skilled birth attendance and identify determinants among reproductive-age women in 27 Sub-Saharan African countries; machine learning analysis.BMC public health · 2025Article
- Skilled birth attendance and its associated factors in Chad and Nigeria: A multilevel analysis of DHS data.PLOS global public health · 2025Article
- Joint predictors of antenatal care contacts and timing of antenatal care initiation among women of reproductive age in Ethiopia.PloS one · 2025Article
- Strengthening research capacity in Cameroon: qualitative insights on the impact of mentorship, training and funding on receiving seed grants.BMJ public health · 2025Article
- A multilevel analysis of social determinants of skilled birth attendant utilisation among married and cohabiting women of Madagascar.International health · 2024Article
- Regional disparities and socio-demographic factors associated with eight or more antenatal care visits in Ghana.Archives of public health = Archives belges de sante publique · 2024Article
- Early discontinuation of long-acting reversible contraceptives methods and its associated factors in Hosanna town, central Ethiopia: a cross-sectional study.Scientific reports · 2024Article
- Spatial variation of skilled birth attendance and associated factors among reproductive age women in Ethiopia, 2019; a spatial and multilevel analysis.Frontiers in global women's health · 2024Article
- Spatial variation and determinants of traditional birth attendants utilization among women of reproductive age in Ethiopia: Spatial and multilevel analysis study.SAGE open medicine · 2024Article
- Factors associated with facility childbirth and skilled birth attendance in Migori County, Kenya and the effect of Lwala Community Alliance intervention: a cross-sectional assessment from the 2019 and 2021 Lwala household surveys.Frontiers in global women's health · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIn Cameroon, maternal deaths remain high. The high maternal deaths in the country have been attributed to the low utilization of maternal healthcare services, including skilled birth attendance. This study examined the predictors of skilled birth services utilization among married women in Cameroon.
methodsData from the 2018 Cameroon Demographic and Health Survey was analyzed on 7881 married women of reproductive age (15-49 years). Both bivariate and multivariable logistic regression analyses were carried out to determine the predictors of skilled childbirth services. The results were presented with crude odds ratio (cOR) and adjusted odds ratio (aOR) and 95% confidence interval (CI).
resultsThe coverage of skilled birth attendance among married women of reproductive age in Cameroon was 66.2%. After adjusting for potential confounders, media exposure (aOR = 1.46, 95% CI: 1.11-1.91), higher decision making (aOR = 1.88, 95% CI: 1.36-2.59), maternal education (aOR = 2.38, 95% CI; 1.65-3.42), place of residence (aOR = 0.50, 95% CI; 0.33-0.74), religion (aOR = 0.55, 95% CI; 0.35-0.87), economic status (aOR = 5.16, 95% CI; 2.58-10.30), wife beating attitude (aOR = 1.32, 95% CI; 1.05-1.65), parity (aOR = 0.62, 95% CI; 0.41-0.93) and skilled antenatal care (aOR = 14.46, 95% CI; 10.01-20.89) were found to be significant predictors of skilled birth attendance.
conclusionsThis study demonstrates that social, economic, regional, and cultural factors can act as barriers to skilled childbirth services utilization in Cameroon. Interventions that target women empowerment, antenatal care awareness and strengthening are needed, especially among the rural poor, to reduce barriers to care seeking. Maternal healthcare services utilization interventions and policies in Cameroon need to focus on specific equity gaps that relate to socio-economic status, maternal education, and the economic empowerment of women. Such policies and interventions should also aim at reducing geographical barriers to access to maternal healthcare services, including skilled birth attendance. Due to the presence of inequities in the use of skilled birth attendance services, programs aimed at social protection and empowerment of economically disadvantaged women are necessary for the achievement of the post-2015 targets and the Sustainable Development Goals. Globally, Cameroon is one of the countries with high maternal deaths. Low utilization of maternal healthcare services, including skilled birth attendance have been found to account for the high maternal deaths in the country. This study sought to examine the factors associated with skilled childbirth services utilization among married women in Cameroon. Using data from the 2018 Cameroon Demographic and Health Survey, we found that the coverage of skilled birth attendance among married women of reproductive age in Cameroon is high. Factors such as higher decision-making power, higher maternal education, place of residence, religion, higher economic status, wife beating attitude, parity and skilled antenatal care were found to be the significant predictors of skilled birth attendance. This study has shown that socio-economic, regional and cultural factors account for the utilization of skilled childbirth services utilization in Cameroon. Interventions aimed at enhancing the utilization of skilled childbirth services in Cameroon should target women empowerment, antenatal care awareness creation and sensitization, especially among the rural poor, to reduce barriers to care seeking. Maternal healthcare services utilization interventions and policies in Cameroon need to focus on specific equity gaps that relate to socio-economic status, maternal education, and the economic empowerment of women.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.