Association of Higher Educational Attainment on Antenatal Care Utilization Among Pregnant Women in East Africa Using Demographic and Health Surveys (DHS) from 2010 to 2018: A Multilevel Analysis

Prediction of delayed breastfeeding initiation among mothers having children less than 2 months of age in East Africa: application of machine learning algorithms

Background

Delayed breastfeeding initiation is a significant public health concern, and reducing the proportion of delayed breastfeeding initiation in East Africa is a key strategy for lowering the Child Mortality rate. However, there is limited evidence on this public health issue assessed using advanced models. Therefore, this study aimed to assess prediction of delayed initiation of breastfeeding initiation and associated factors among women with less than 2 months of a child in East Africa using the machine learning approach.

Methods

A community-based, cross-sectional study was conducted using the most recent Demographic and Health Survey (DHS) dataset covering the years 2011 to 2021. Using statistical software (Python version 3.11), nine supervised machine learning algorithms were applied to a weighted sample of 31,640 women and assessed using performance measures. To pinpoint significant factors and predict delayed breastfeeding initiation in East Africa, this study also employed the most widely used outlines of Yufeng Guo's steps of supervised machine learning.

Results

The pooled prevalence of delayed breastfeeding initiation in East Africa was 31.33% with 95% CI (24.16-38.49). Delayed breastfeeding initiation was highest in Comoros and low in Burundi. Among the nine machine learning algorithms, the random forest model was fitted for this study. The association rule mining result revealed that home delivery, delivered by cesarean section, poor wealth status, poor access to media outlets, women aged between 35 and 49 years, and women who had distance problems accessing health facilities were associated with delayed breastfeeding initiation in East Africa.

Conclusion

The prevalence of delayed breastfeeding initiation was high. The findings highlight the multifaceted nature of breastfeeding practices and the need to consider socioeconomic, healthcare, and demographic variables when addressing breastfeeding initiation timelines in the region. Policymakers and stakeholders pay attention to the significant factors and we recommend targeted interventions to improve healthcare accessibility, enhance media outreach, and support women of lower socioeconomic status. These measures can encourage timely breastfeeding initiation and address the identified factors contributing to delays across the region.

Time to initiation of antenatal care and its predictors among pregnant women who delivered in Arba Minch town public health facilities, Gamo Zone, southern Ethiopia, 2023: a retrospective follow-up study

BACKGROUND

Early antenatal care visit is important for optimal care and health outcomes for women and children. In the study area, there is a lack of information about the time to initiation of antenatal care. So, this study aimed to determine the time to initiation of antenatal care visits and its predictors among pregnant women who delivered in Arba Minch town public health facilities.

METHODS

An institution-based retrospective follow-up study was performed among 432 women. A systematic random sampling technique was employed to select the study participants. The Kaplan-Meier survival curve was used to estimate the survival time. A Multivariable Cox proportional hazard regression model was fitted to identify predictors of the time to initiation of antenatal care. An adjusted hazard ratio with a 95% confidence interval was used to assess statistical significance.

RESULTS

The median survival time to antenatal care initiation was 18 weeks (95% CI = (17, 19)). Urban residence (AHR = 2.67; 95% CI = 1.52, 4.71), Tertiary and above level of education of the women (AHR = 1.90; 95% CI = 1.28, 2.81), having pregnancy-related complications in a previous pregnancy (AHR = 1.53; 95% CI = 1.08, 2.16), not having antenatal care for previous pregnancy (AHR = 0.39; 95% CI = 0.21, 0.71) and unplanned pregnancy (AHR = 0.66; 95% CI = 0.48, 0.91) were statistically significant predictors.

CONCLUSION

Half of the women initiate their antenatal care visit after 18 weeks of their pregnancy which is not in line with the recommendation of the World Health Organization. Urban residence, tertiary and above level of education of the women, having pregnancy-related complications in a previous pregnancy, not having previous antenatal care visits and unplanned pregnancy were predictors of the time to initiation of antenatal care. Therefore, targeted community outreach programs including educational campaigns regarding antenatal care for women who live in rural areas, who are less educated, and who have no previous antenatal care experience should be provided, and comprehensive family planning services to prevent unplanned pregnancy are needed.

Demographic and economic inequality of antenatal care coverage in 4 African countries with a high maternal mortality rate

BACKGROUND

Maternal deaths are concentrated in low and middle-income countries, and Africa accounts for over 50% of the deaths. Women from socioeconomically disadvantaged households have higher morbidity and mortality rates and lower access to maternal health services. Understanding and addressing these inequalities is crucial for achieving the Sustainable Development Goals and improving maternal health outcomes. This study examines the demographic and economic disparities in the utilization of antenatal care (ANC) in four countries with high maternal mortality rates in Africa, namely Nigeria, Chad, Liberia, and Sierra Leone.

METHOD

The study utilised data from Demographic and Health Surveys (DHS) and Multiple Indicator Cluster Surveys (MICS) from Nigeria, Chad, Liberia, and Sierra Leone. The data was obtained from the Health Equity Assessment Toolkit (HEAT) database. The study examined ANC service utilisation inequality in four dimensions such as economic status, education, place of residence, and subnational region across different subgroups by using four summary measures (Difference (D), Absolute Concentration Index (ACI), Population Attributable Risk (PAR), and Population Attributable Factor (PAF)).

RESULT

A varying level of inequality in ANC coverage across multiple survey years was observed in Nigeria, Chad, Liberia, and Sierra Leone. Different regions and countries exhibit varying levels of inequality. Disparities were prominent based on educational attainment and place of residence. Higher level of inequality was generally observed among individuals with higher education and those residing in urban areas. Inequality in ANC coverage was also observed by economic status, subnational region, and other factors in Nigeria, Chad, Liberia, and Sierra Leone. ANC coverage is generally higher among the richest quintile subgroup, indicating inequality. Nigeria and Chad show the highest levels of inequality in ANC coverage across multiple measures. Sierra Leone displays some variation with higher coverage among the poorest quintile subgroup.

CONCLUSION AND RECOMMENDATION

Inequalities in ANC coverage exist across age groups and survey years in Nigeria, Chad, Liberia, and Sierra Leone. Disparities are prominent based on education, residence, and economic status. Efforts should focus on improving access for vulnerable groups, enhancing education and awareness, strengthening healthcare infrastructure, and addressing economic disparities.

Why does the number of antenatal care visits in Ethiopia remain low?: A Bayesian multilevel approach

INTRODUCTION

Antenatal care (ANC) visit is a proxy for maternal and neonatal health. The ANC is a key indicator of access and utilization of health care for pregnant women. Recently, eight times ANC visits have been recommended during the pregnancy period. However, nearly 57% of women received less than four ANC visits in Ethiopia. Therefore, the objective of this study is to identify factors associated withthe number of ANC visits in Ethiopia.

METHODS

A community-based cross-sectional study design was conducted from March 21 to June 28/2019. Data were collected using interviewer-administered questionnaires from reproductive age groups. A stratified cluster sampling was used to select enumeration areas, households, and women from selected households. A Bayesian multilevel negative binomial model was applied for the analysis of this study. There is an intra-class correlation (ICC) = 23.42% and 25.51% for the null and final model, respectively. Data were analyzed using the STATA version 17.0. The adjusted incidence risk ratio (IRR) with 95% credible intervals (CrI) was used to declare the association.

RESULT

A total of 3915 pregnant women were included in this study. The mean(SD) age of the participants was 28.7 (.11) years. Nearly one-fourth (26.5%) of pregnant women did not have ANC visits, and 3% had eight-time ANC visits in Ethiopia. In the adjusted model, the age of the women 25-28 years (IRR:1.13; 95% CrI: 1.11, 1.16), 29-33 years (IRR: 1.15; 95% CrI: 1.15, 1.16), ≥34 years (IRR:1.14; 95% CrI: 1.12, 1.17), being a primary school (IRR: 1.22, 95% CrI: 1.21, 1.22), secondary school and above (IRR: 1.26, 95% CrI: 1.26, 1.26), delivered in health facility (IRR: 1.93; 95% CrI: 1.92, 1.93), delivered with cesarian section (IRR: 1.18; 95% CrI: 1.18, 1.19), multiple (twin) pregnancy (IRR: 1.11; 95% CrI: 1.10, 1.12), richest (IRR:1.23; 95% CrI: 1.23, 1.24), rich family (IRR: 1.34, 95% CrI: 1.30, 1.37), middle income (IRR: 1.29, 95% CrI: 1.28, 1.31), and poor family (IRR = 1.28, 95% CrI:1.28, 1.29) were shown to have significant association with higher number of ANC vists, while, households with total family size of ≥ 5 (IRR: 0.92; 95% CrI: 0.91, 0.92), and being a rural resident (IRR: 0.92, 95% CrI: 0.92, 0.94) were shown to have a significant association with the lower number of ANC visits.

CONCLUSION

Overall, 26.5% of pregnant women do not have ANC visits during their pregnancy, and 3% of women have eight-time ANC visits. This result is much lower as compared to WHO's recommendation, which states that all pregnant women should have at least eight ANC visits. In this study, the ages of the women 25-28, 29-33, and ≥34 years, being a primary school, secondary school, and above, delivered in a health facility, delivered with caesarian section, multiple pregnancies, rich, middle and poor wealth index, were significantly associated with the higher number of ANC visits, while households with large family size and rural residence were significantly associated with a lower number of ANC visits in Ethiopia.

Regional disparities in antenatal care utilization among pregnant women and its determinants in Ethiopia

Background

Antenatal care primarily focuses on health care checkups, the provision of advice on healthy behaviors, and the delivery of psychological, social, and emotional support for women with pregnancy. The national target set by the Ethiopian government is to achieve 95% of at least four ANC visits. Nevertheless, 43.11% of women had four or more checkups, according to the 2019 Ethiopian Demographic and Health Survey. Despite this achievement, antenatal care visits differ significantly between Ethiopian regions. Consequently, the purpose of this study was to assess regional disparities in pregnant women's utilization of antenatal care and its determinants in Ethiopia.

Methods

We have used 2019 intermediate Ethiopian Demographic and Health Survey data for analysis. The analysis comprised a total of 3,917 weighted women age 15-49 who had a live birth in the 5 years preceding the survey. Poisson regression analysis was done using SAS software version 9.4. To show the strength and direction of the association, an incidence rate ratio with a 95% confidence interval was used. Variables with a p-value <0.05 were declared as significant factors associated with the number of ANC visits.

Results

In Ethiopia, the number of ANC visits differs between regions. With a mean of 4.74 (95% CI: 4.49, 4.99), Addis Ababa reported the highest percentage of ANC visits (82.7%), while the Somali Region reported the lowest percentage (11.3%) with a mean of 0.73 (95% CI: 0.57, 0.88). Maternal age, educational level, religion, household wealth index, place of delivery, and household size show significant associations with the number of antenatal care visits.

Conclusions

In Ethiopia, there is the highest regional disparity in the number of ANC visits. The number of ANC visits was influenced by the mother's age, education, religion, household wealth index, place of delivery, and household size. Regarding the ANC visits, there should be initiatives that address the demands of pastoralist and agro-pastoralist communities to increase ANC utilization. As with many other health outcomes, education and low socio-economic status were associated with low ANC visit but these are tied to the overall social development of a country and are not immediately amenable to public health interventions.

Factors determining antenatal care utilization among mothers of deceased perinates in Ethiopia

Introduction

Receiving adequate antenatal care (ANC) had an integral role in improving maternal and child health outcomes. However, several factors influence the utilization of ANC from the individual level up to the community level factors. Thus, this study aims to investigate factors that determine ANC service utilization among mothers of deceased perinate using the proper count regression model.

Method

Secondary data analysis was performed on perinatal death surveillance data. A total of 3,814 mothers of deceased perinates were included in this study. Hurdle Poisson regression with a random intercept at both count-and zero-part (MHPR.ERE) model was selected as a best-fitted model. The result of the model was presented in two ways, the first part of the count segment of the model was presented using the incidence rate ratio (IRR), while the zero parts of the model utilized the adjusted odds ratio (AOR).

Result

This study revealed that 33.0% of mothers of deceased perinates had four ANC visits. Being in advanced maternal age [IRR = 1.03; 95CI: (1.01-1.09)], attending primary level education [IRR = 1.08; 95 CI: (1.02-1.15)], having an advanced education (secondary and above) [IRR = 1.14; 95 CI: (1.07-1.21)] and being resident of a city administration [IRR = 1.17; 95 CI: (1.05-1.31)] were associated with a significantly higher frequency of ANC visits. On the other hand, women with secondary and above education [AOR = 0.37; 95CI: (0.26-0.53)] and women who live in urban areas [AOR = 0.42; 95 CI: (0.33-0.54)] were less likely to have unbooked ANC visit, while women who resided in pastoralist regions [AOR = 2.63; 95 CI: (1.02-6.81)] were more likely to have no ANC visit.

Conclusion

The uptake of ANC service among mothers having a deceased perinate was determined by both individual (maternal age and educational status) and community (residence and type of region) level factors. Thus, a concerted effort is needed to improve community awareness through various means of communication by targeting younger women. Furthermore, efforts should be intensified to narrow down inequalities observed in ANC service provision due to the residence of the mothers by availing necessary personnel and improving the accessibility of service in rural areas.

A secondary analysis of the factors associated with women´s adequate utilization of antenatal care services during their last pregnancy in Uganda

BACKGROUND

Adequate antenatal care services (ANC) use is critical to identifying and reducing pregnancy risks. Despite the importance placed on adequate antenatal care service utilization, women in Uganda continue to underutilize antenatal care services. The primary goal of this study is to identify the factors associated with women's adequate utilization of antenatal care services in Uganda.

METHODS

Secondary data from the 2016 Uganda Demographic and Health Survey were used in this study. The study sample consists of 9,416 women aged 15 to 49 who reported giving birth in the five years preceding the survey. The adequate use of antenatal care services is the dependent variable. A woman who used antenatal care services at least four times is considered to have adequately used antenatal care services. We used univariate, bivariate, and multilevel logistic regression modelling to identify the factors associated with adequate utilization of antenatal care services. STATA version 14.2 was used to analyze the data.

RESULTS

The prevalence of adequate utilization of antenatal care services in Uganda was found to be 61.4%. Women with secondary or higher education were 32.0% (AOR = 1.32, 95% CI;1.07-1.63), employed women were 26.0% (AOR = 1.26, 95% CI;1.10-1.44), women who received high-quality antenatal care content were 78.0% (AOR = 1.78, 95% CI;1.58-2.02), and women who belong to the rich category of the wealth index bracket were 27.0% (AOR = 1.27, 95% CI;1.09-1.49), more likely to use antenatal care services adequately. Finally, the study discovered that women from less diverse ethnic communities were 15.0% (AOR, 0.85, 95%CI; 0.73-0.99) less likely to use antenatal care services adequately.

CONCLUSION

Women's adequate utilization of antenatal care was influenced by both community and individual-level characteristics. Policymakers must use a multi-sectoral approach to develop policies that address both individual and community-level characteristics.

Antenatal care utilization and its associated factors in Somalia: a cross-sectional study

BACKGROUND

WHO recommends attending minimum four ANC consultations during pregnancy to ensure early detection of complications. The objective of this study was to quantify ANC attendance and factors associated with it.

METHODS

Participants were randomly selected using the WHO Cluster survey methodology in Southern and Central Somalia. A paper-print questionnaire was used to collect all data. Outcomes of interest were: access to at least one ANC consultation, completion of at least four ANC consultations, initiation of breastfeeding and place of delivery, while exposures included factors related to the latest pregnancy and demographic characteristics. Associations were assessed through logistic regression.

RESULTS

Seven hundred ninety-two women answered the questionnaire; 85% attended at least one and 23% at least four ANC consultations, 95% started breastfeeding and 51% had an institutional delivery. Encouragement to attend ANC increased the odds of attending at least one consultation (aOR = 8.22, 95%CI 4.36-15.49), while negative attitude of husband or family decreased the odds (aOR = 0.33, 95%CI 0.16-0.69). Knowing there is a midwife increased the odds of at least four visits (aOR = 1.87, 95%CI 1.03-3.41). Attending at least four consultations increased the odds of delivering in a health structure (aOR = 1.50, 95%CI 1.01-2.24), and attending at least one consultation was associated with higher odds of initiating breastfeeding (aOR = 2.69, 95%CI 1.07-6.74).

CONCLUSIONS

Family has a strong influence in women's ANC attendance, which increases the likelihood of institutional delivery and initiating breastfeeding. Women and families need to have access to information about benefits and availability of services; potential solutions can include health education and outreach interventions.

Spatial variations and determinants of optimal antenatal care service utilisation in Ethiopia: spatial and survey regression analysis

OBJECTIVES

Optimal antenatal care (ANC) services are the main strategy to reduce maternal and newborn mortality. Understanding the geographic variation of ANC service utilisation is essential for regional- and local-level interventions. However, data on spatial variation of optimal ANC service utilisation are limited. Hence, this study aimed to investigate the spatial variations and determinants of optimal ANC service utilisation in Ethiopia.

STUDY DESIGN

This was a spatial and survey regression analysis.

METHODS

The secondary analysis of the Ethiopian Demographic and Health Survey 2019 was performed to investigate the spatial variation and determinants of optimal ANC service utilisation among women who were pregnant in the 5 years preceding the survey. Spatial dependency, clustering and prediction were conducted using Global Moran's I statistics, Getis-Ord Gi∗ and Kriging interpolation, respectively, using ArcGIS version 10.8. A survey binary logistic regression model was fitted to identify determinants of optimal ANC service utilisation.

RESULTS

Of 3979 pregnant women, 1656 (41.62%) had optimal ANC visits in Ethiopia. Optimal ANC utilisation was shown more prevalent in Northern, Eastern, Central and Northwestern regions of Ethiopia. The results also identified low levels of optimum ANC utilisation in Northeastern, Southeastern, Southern and Western regions of Ethiopia. Wealth index, timing of initial ANC visit and region were significantly associated with optimal ANC service utilisation in Ethiopia.

CONCLUSIONS

Optimal ANC service utilisation showed significant spatial dependency in Ethiopia, with spatial clustering in the Northern and Northwestern regions of the country. In addition, the results from this study suggest that financial support should be considered for women living in households in the poorest wealth index and ANC initiation should begin within the first trimester. It is recommended that targeted policies and strategies are introduced to regions with low levels of optimal ANC service utilisation.

Health and economic implications of the ongoing coronavirus disease (COVID-19) pandemic on women and children in Africa

The coronavirus disease (COVID-19) pandemic continues to pose major health and economic challenges for many countries worldwide. Particularly for countries in the African region, the existing precarious health status resulting from weak health systems have made the impact of the pandemic direr. Although the number of the COVID-19 infections in Africa cannot be compared to that of Europe and other parts of the world, the economic and health ramifications cannot be overstated. Significant impacts of the lockdowns during the onset of the pandemic caused disruptions in the food supply chain, and significant declines in income which decreased the affordability and consumption of healthy diets among the poor and most vulnerable. Access and utilization of essential healthcare services by women and children were also limited because of diversion of resources at the onset of the pandemic, limited healthcare capacity, fear of infection and financial constraint. The rate of domestic violence against children and women also increased, which further deepened the inequalities among these groups. While all African countries are out of lockdown, the pandemic and its consequent impacts on the health and socio-economic well-being of women and children persist. This commentary discusses the health and economic impact of the ongoing pandemic on women and children in Africa, to understand the intersectional gendered implications within socio-economic and health systems and to highlight the need for a more gender-based approach in response to the consequences of the pandemic in the Africa region.

Factors associated with receipt of adequate antenatal care among women in Rwanda: A secondary analysis of the 2019-20 Rwanda Demographic and Health Survey

BACKGROUND

Every year, antenatal care (ANC) remains a life-saving health intervention for millions of pregnant women worldwide. Yet, many pregnant women do not receive adequate ANC, particularly in sub-Saharan Africa. The study aimed to determine the factors associated with the receipt of adequate ANC among pregnant women in Rwanda.

METHODS

A cross-sectional study was conducted using the 2019-2020 Rwanda Demographic and Health Survey data. The study included women aged 15-49 years who had a live birth in the previous five years (n = 6,309). Descriptive statistics and multivariable logistic regression analyses were performed.

RESULTS

Overall, 27.6% of participants received adequate ANC. The odds of receiving adequate ANC were higher among those in the middle household wealth index (AOR 1.24; 1.04, 1.48) and rich index (AOR 1.37; 1.16, 1.61) compared to those in the poor wealth index category. Similarly, having health insurance was positively associated with receiving adequate ANC (AOR 1.33; 1.10, 1.60). The odds of receiving adequate ANC were lower among urban dwellers compared to rural (AOR 0.74; 0.61, 0.91); for women who wanted pregnancy later (AOR 0.60; 0.52, 0.69) or never wanted pregnancy (AOR 0.67; 0.55, 0.82) compared to those who wanted pregnancy; for women who perceived distance to a health facility as a big problem (AOR 0.82; 0.70, 0.96) compared to those that did not; and for women whose ANC was provided by nurses and midwives (AOR 0.63; 0.47, 0.8), or auxiliary midwives (AOR 0.19; 0.04, 0.82) compared to those who received ANC from doctors.

CONCLUSION

The prevalence of women who receive adequate ANC remains low in Rwanda. Effective interventions to increase access and utilization of adequate ANC are urgently needed to further improve the country's maternal and child health outcomes.

Gender equality related to gender differences in life expectancy across the globe gender equality and life expectancy

Life expectancy (LE) depends on the wider determinants of health, many of which have gendered effects worldwide. Therefore, this study aimed to investigate whether gender equality was associated with LE for women and men and the gender gap in LE across the globe. Gender equality in 156 countries was estimated using a modified global gender gap index (mGGGI), based on the index developed by the World Economic Forum between 2010 and 2021. Linear regression was used to investigate the association between the mGGGI and its economic, political, and education subindices and the gender gap in LE and women and men's LE. Overall, the mGGGI increased from 58% in 2010 to 62% in 2021. Globally, changes in the mGGGI and its economic and political subindexes were not associated with changes in the gender gap in LE or with LE for women and men between 2010 and 2020. Improvements in gender equality in education were associated with a longer LE for women and men and widening of the gender gap in LE. In 2021, each 10% increase in the mGGGI was associated with a 4.3-month increase in women's LE and a 3.5-month increase in men's LE, and thus with an 8-month wider gender gap. However, the direction and magnitude of these associations varied between regions. Each 10% increase in the mGGGI was associated with a 6-month narrower gender gap in high-income countries, and a 13- and 16-month wider gender gap in South and Southeast Asia and Oceania, and in Sub-Saharan Africa, respectively. Globally, greater gender equality is associated with longer LE for both women and men and a widening of the gender gap in LE. The variation in this association across world regions suggests that gender equality may change as countries progress towards socioeconomic development and gender equality.

Maternal Tetanus Toxoid Vaccination in Benin: Evidence from the Demographic and Health Survey

Tetanus toxoid vaccination is critical for improving maternal and child health. Yet, the prevalence and correlates of maternal tetanus toxoid vaccination coverage remain largely underexplored in Benin where infant and child mortality rates are high. Using the 2017−18 Benin Demographic and Health Survey, we apply logistic regression analysis to address this void in the literature. We find that overall maternal vaccination coverage is 69%. A range of demographic, health care, and socioeconomic factors are associated with maternal tetanus toxoid vaccination coverage. Women aged 20−34 (OR = 0.84, p < 0.05) and 35−49 (OR = 0.63, p < 0.01) are less likely to receive tetanus toxoid vaccination in comparison to those aged 15−19. Health care factors are also significantly associated with maternal tetanus toxoid vaccination, indicating that women who deliver at home (OR = 0.20, p < 0.001) and visit antenatal care fewer than eight times (OR = 0.62, p < 0.001) are less likely to receive tetanus toxoid vaccination than their counterparts who deliver in a health facility and visit antenatal care eight times or more. We also find that women with secondary (OR = 0.54, p < 0.05), primary (OR = 0.47, p < 0.01), and no education (OR = 0.47, p < 0.01) are less likely to receive tetanus toxoid vaccination compared to their counterparts with higher education. Based on these findings, we discuss several implications for policymakers.

Antenatal care utilization during the COVID-19 pandemic: an online cross-sectional survey among Filipino women

BACKGROUND

The COVID-19 pandemic resulted in unprecedented challenges to healthcare systems worldwide, including interruption of antenatal care services. The study aimed to determine the utilization of antenatal care services of Filipino women during the COVID-19 pandemic.

METHODS

A cross-sectional study was conducted among postpartum women using an online self-administered survey in the Philippines from January 1 to March 31, 2022. The questionnaire used to assess health-seeking behavior was validated before the survey proper. Women aged 18 to 45 years who delivered in 2021 were recruited. The participants answered a structured questionnaire to assess their access, perceptions, and utilization of antenatal care. Utilization of antenatal care was evaluated using standard measures, including the timing of initiation of antenatal care, number of subsequent visits, and place of consults. The factors affecting the adequacy of antenatal care were determined for each variable through simple logistic regression.

RESULTS

A total of 318 women were enrolled in the study. All the respondents agreed on the necessity of antenatal care. However, only 46.37% had six or more in-person antenatal visits, with the majority attended to by midwives at community health centers. Most respondents (71.38%) initiated antenatal care during the first trimester. Almost half reported deferrals of visits mainly due to lockdown restrictions, transportation problems, and financial issues. Positive predictors of adequate antenatal care were prior pregnancies (OR 1.80, 95% CI 1.11-9.20 for 2-3 prior pregnancies; OR 3.02, 95% CI 1.45-6.29 for 4 or more prior pregnancies), live births (OR 1.67, 95% CI 1.04-2.69 for 2-3 prior live births; OR 2.46, 95% CI 1.17-5.16 for 4 or more prior live births), having living children (OR 1.74, 95% CI 1.09-2.79), spousal support (OR 1.75, 95% CI 1.01-3.03 for married women; OR 1.89, 95% CI 1.09-3.28 for women with common-law partners), history of obstetric complications (OR 2.82, 95% CI 1.33-5.97), and use of private vehicles (OR 2.65, 95% CI 1.05-6.68). Negative predictors were employment (OR 0.37, 95% CI 0.22-0.63) and medical examination prior to pregnancy (OR 0.36, 95% CI 0.23-0.58).

CONCLUSION

Despite an overall positive perception of the necessity of antenatal care, utilization has been inadequate in more than half of the respondents. Various individual, facility, and policy-level factors affected the utilization of services during the pandemic. There is a need to augment antenatal care services in the country by mitigating barriers to access. The public health response should strengthen collaborative efforts with primary-level healthcare to increase service provision, especially to more vulnerable populations.

Factors Affecting Nonadherence to WHO’s Recommended Antenatal Care Visits among Women in Pastoral Community, Northeastern Ethiopia: A Community-Based Cross-Sectional Study

Introduction. More than half of the pregnant women in Ethiopia do not receive the recommended number of antenatal care visits. In the Afar region, where women have limited access to healthcare services due to pastoral livelihood, evidence on noncompliance to the adequate number of antenatal care visits is scarce. Therefore, this study was intended to examine the level of nonadherence to the recommended antenatal care visits and its associated factors in the pastoral community of Northeast Ethiopia. Methods. A community-based cross-sectional study was conducted from 04 February to 22 March 2020 among randomly selected 703 women who gave birth within 24 months preceding the survey in the Transform HDR districts of the Afar region. Data were collected using a pretested structured interviewer-administered questionnaire. Data were entered into Epi-data version 4.2 and finally exported to Stata version 16 for further analysis. Bivariable and multivariable binary logistic regression analyses were done to identify factors affecting the nonadherence to the recommended antenatal care visits. Odds ratio with the corresponding 95% confidence interval were computed and the statistical significance of the explanatory variables was declared at a $p$ -value <0.05. Results. Nonadherence to the recommended antenatal care visits was 57.0% (95% CI: 53.3%–60.7%). Attending primary (AOR (95% CI): 0.39 (0.22–0.72)) and secondary education and above (AOR (95% CI): 0.25 (0.08–0.77)), being married at the age of 18 years or older (AOR (95% CI): 0.48 (0.36–0.71)), and attending antenatal care at a health center (AOR (95% CI): 0.46 (0.26–0.81)) were associated decreased odds of nonadherence to the recommend visits. Moreover, a higher likelihood of nonadherence was found among women from households not possessing communication media (AOR (95% CI): 1.85 (1.18–2.88)) and those who initiated antenatal care attendance during the second (AOR (95% CI): 5.23 (3.54–7.72)) and third trimesters (AOR (95% CI): 8.81 (1.88–41.20)). Conclusions. Nearly six in ten women do not receive the recommended antenatal care visits, consistent with the national prevalence. Women’s education, age at marriage, type of health facility, possession of mass media, and timing of antenatal care attendance were associated with nonadherence to the recommended antenatal care visits. Thus, improving women’s literacy, dissemination of information regarding antenatal care through mass media, and strengthening interventions targeted to end child marriage are important in scaling up the level of adherence. Moreover, supporting community-based health education through health extension programs is crucial in reaching women with limited access to mass media.

Factors associated with utilization of quality antenatal care: a secondary data analysis of Rwandan Demographic Health Survey 2020

Background

Over the last decade, progress in reducing maternal mortality in Rwanda has been slow, from 210 deaths per 100,000 live births in 2015 to 203 deaths per 100,000 live births in 2020. Access to quality antenatal care (ANC) can substantially reduce maternal and newborn mortality. Several studies have investigated factors that influence the use of ANC, but information on its quality is limited. Therefore, this study aimed to identify the determinants of quality antenatal care among pregnant women in Rwanda using a nationally representative sample.

Methods

We analyzed secondary data of 6,302 women aged 15–49 years who had given birth five years prior the survey from the Rwanda Demographic and Health Survey (RDHS) of 2020 data. Multistage sampling was used to select RDHS participants. Good quality was considered as having utilized all the ANC components. Multivariable logistic regression was conducted to explore the associated factors using SPSS version 25.

Results

Out of the 6,302 women, 825 (13.1%, 95% CI: 12.4–14.1) utilized all the ANC indicators of good quality ANC); 3,696 (60%, 95% CI: 58.6–61.1) initiated ANC within the first trimester, 2,975 (47.2%, 95% CI: 46.1–48.6) had 4 or more ANC contacts, 16 (0.3%, 95% CI: 0.1–0.4) had 8 or more ANC contacts. Exposure to newspapers/magazines at least once a week (aOR 1.48, 95% CI: 1.09–2.02), lower parity (para1: aOR 6.04, 95% CI: 3.82–9.57) and having been visited by a field worker (aOR 1.47, 95% CI: 1.23–1.76) were associated with more odds of receiving all ANC components. In addition, belonging to smaller households (aOR 1.34, 95% CI: 1.10–1.63), initiating ANC in the first trimester (aOR 1.45, 95% CI: 1.18–1.79) and having had 4 or more ANC contacts (aOR 1.52, 95% CI: 1.25–1.85) were associated with more odds of receiving all ANC components. Working women had lower odds of receiving all ANC components (aOR 0.79, 95% CI: 0.66–0.95).

Conclusion

The utilization of ANC components (13.1%) is low with components such as having at least two tetanus injections (33.6%) and receiving drugs for intestinal parasites (43%) being highly underutilized. Therefore, programs aimed at increasing utilization of ANC components need to prioritize high parity and working women residing in larger households. Promoting use of field health workers, timely initiation and increased frequency of ANC might enhance the quality of care.

Supplementary Information

The online version contains supplementary material available at 10.1186/s12913-022-08169-x.

Exploring solutions to improve antenatal care in resource-limited settings: an expert consultation

Background

Shortage or low-quality antenatal care is a complex and “wicked” problem relying heavily on contextual, socio-cultural, environmental and intersectional aspects. We report the outcome of an expert consultation discussing solutions to improve antenatal care quality, access and delivery in low- and middle-income countries, and providing recommendations for implementation.

Methods

The social ecological model was used as an analytical lens to map and interpret discussion points and proposed solutions. In addition, a conceptual framework for maternal and neonatal health innovation based on the building blocks of the World Health Organization health system and the Tanahashi Health Systems Performance Model provided a logical overview of discussed solutions.

Results

Many barriers and norms continue to hinder antenatal care access. From values, beliefs, traditions, customs and norms, to poor resource allocation, there is a need of reshaping health systems in order to provide high quality, respectful maternal and childcare. The burden of poor maternal health, morbidity and mortality is concentrated among populations who are vulnerable due to gender and other types of discrimination, have financial constraints and are affected by humanitarian crises.

Conclusions

In order to address maternal health issues, good quality and evidence-based services should be guaranteed. Investments in strengthening health systems, including data and surveillance systems and skilled health workforce, should be considered an essential step towards improving maternal health services.

Determinants of Antenatal Healthcare Services Utilisation: A Case of Dodoma, Tanzania

Background

Antenatal Care (ANC) coverage is a key determinant of maternal and perinatal morbidity and mortality. Low utilization of ANC services and high Maternal Mortality Ratio (MMR) have been reported in the East African Region. Due to the paucity of information on the determinants of ANC utilization in this region, we conducted the study aiming at exploring factors influencing the utilization of ANC services. We further sought opinions that will aid the improvement of utilization of ANC services.

Methods

A triangulation mixed-method study was conducted in August 2021 among forty-five women and ten healthcare providers in a selected health center located in Dodoma Urban District, Tanzania. Information was gathered using semi-structured questionnaires and in-depth interviews. Quantitative data were analysed using IBM SPSS Statistics. The relationship between the outcome variable and the predictor variables was assessed by either the Chi-square test or Fisher's exact test and a p value<.05 was considered statistically significant. Manual thematic analysis was used for qualitative data after thorough transcript and documentary reviews.

Results

Almost half (48.9%) of the interviewed women attended ANC services at least once during their last pregnancy. Women who reported having a low income and those who spent more than an hour reaching the health facility had poor ANC attendance (p value<.05). The main themed factors that negatively impacted ANC utilization included cultural practices and gender norms, poor communication between partners, and long waiting time at the ANC clinics.

Conclusion

Utilization of ANC services was found to be low among women living in Dodoma Urban District. ANC attendance varied with the level of income and the time women spent reachingt the health facility. Cultural practices and gender norms, communication between spouses, and service waiting time were mentioned to influence ANC attendance.

Recommendations

Public and private sectors should invest in maternal health, provide affordable services and formulate strategies to improve the accessibility of ANC services. Interventions should target women of low socio-economic class and those living in remote areas. Moreover, schemes to address the sociocultural barriers to ANC utilization need to be formulated.