Women empowerment and uptake of antenatal care services : A meta-analysis of Demographic and Health Surveys from 33 Sub-Saharan African countries

Background Women empowerment has been linked to increased skilled antenatal care (ANC) service use. However, there is no evidence on the net effect of women empowerment on ANC in the Sub-saharan African (SSA) region. We aim to address the knowledge gap on whether or not women empowerment positively influences the uptake of ANC at the SSA regional level. Methods We analyzed the Demographic Health Survey (DHS) datasets from 33 SSA countries. Following the DHS data analysis guideline, we measured women empowerment using two indicators. The first indicator is an index, which comprises decision-making on women’s own health, household purchase and visit to family or relatives whilst disagreeing statements that husband is justified in beating his wife constitutes the second indictor. We performed confounder-adjusted logistic regression analysis for the two indicators with ANC attendance in each of the 33 countries. Then, we pooled the adjusted Odds Ratios (OR) using the random effect model through the two-stage Individual Participant Data meta-analysis technique. Summary findings are reported in OR and corresponding 95 %CI and are presented in a forest plot. Results Moderately empowered women had marginally higher odd of skilled ANC service across the SSA region (aOR = 1.19; 95 %CI: 1.03, 1.38, with a prediction interval of 0.58, 2.45). Conversely, being involved in the three decisions (aOR = 1.15; 95 %CI: 0.99, 1.33, with prediction interval 0.57, 2.31), and attitude towards wife-beating (aOR = 0.97; 95 %CI: 0.88, 1.06, with prediction interval of 0.63, 1.48) had no statistically significant relationship with ANC. Conclusions Women empowerment did not predict the use of skilled ANC in the context of the SSA region. We recommend that further studies be conducted in order to understand how women empowerment affects skilled ANC service utilization in the region.

Effect of unintended pregnancy on skilled antenatal care uptake in Bangladesh: analysis of national survey data

Background Around 48% of all pregnancies in low- and middle-income countries are unintended. Unintended pregnancy may contribute to lower use of antenatal care (ANC); however, current research in the area is largely inconclusive due to the methodological approaches applied. Methods Responses from 4493 women extracted from the 2014 Bangladesh Demographic and Health Survey (BDHS) were used to assess the association between unintended pregnancy and subsequent uptake of at least one and at least four skilled ANC visits. For this, Bayesian multilevel logistic regression models with informative priors (representing a range of values within which the researcher is certain the true effect of the parameters included lies) were used, adjusting for other factors that affect ANC uptake. Informative priors were selected from the BDHS data collected in 2004, 2007, and 2011. Results Around 64% of women in Bangladesh who had at least one pregnancy within 3 years prior to the survey (that ended in a live birth) received ANC at least once, and of these around 32% used ANC at least four times. Mistimed (aOR, 0.73, 95% Cred I, 0.66–0.81) and unwanted (aOR, 0.69, 95% Cred I, 0.64–0.75) pregnancy were associated with reduced odds of attending the recommended minimum of four skilled ANC visits compared with wanted pregnancy. These likelihoods were even lower for at least one skilled ANC visit among women with a mistimed (aOR, 0.59, 95% Cred I, 0.53–0.65) or an unwanted pregnancy (aOR, 0.67, 95% Cred I, 0.61–0.74) than women with a wanted pregnancy. Conclusions In Bangladesh, more than one-quarter of women who report an unintended pregnancy at conception and do not terminate the pregnancy are at high risk of not using ANC. It is important for policies to include women with unintended pregnancy in mainstream healthcare services. This will increase the use of ANC and reduce associated adverse consequences.

Factors affecting the utilization of antenatal care services among women in Guinea: a population-based study

Introduction Evidence suggests that a better understanding of determinants of antenatal care (ANC) utilization is crucial to reducing maternal and child deaths. Little is known about the utilization of ANC services in Guinea. Objective The aim of this study was to explore factors determining utilization of skilled ANC in Guinea. Methods This study focused on a sample of 7812 ever married women. Using multivariate logistic regression, factors associated with the utilization of ANC were identified. The output of the multivariate logistic regression was presented using adjusted odds ratio and the corresponding 95% confidence interval (CI). Results Several factors had significant association with utilization of skilled ANC service in Guinea: having decision-making power (2.21, 95% CI: 1.63, 3.00), employment status (1.86, 95% CI: 1.39, 2.48), media exposure (1.60, 95% CI: 1.26, 2.02), maternal education (2.68, 95% CI: 1.36, 5.28), husband/partner education status (1.66, 95% CI: 1.08, 2.55), household economic status (2.19, 95% CI: 1.40, 3.44), place of residence (0.29, 95% CI: 0.16, 0.50) and ethnicity (0.40, 95% CI: 0.23, 0.69). Conclusions These findings suggest a variety of socio-demographic and economic factors as well as media exposure are associated with women’s use of ANC. Policymakers should implement appropriate measures to address the existing variations and gaps in ANC services utilization among different subgroups of women in Guinea.