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Research in sub-Saharan Africa has indicated that polygamous arrangements can detrimentally affect married women's access to various healthcare services, including sexual and reproductive healthcare services. However, despite the pivotal role of breast cancer examination in a comprehensive campaign dedicated to early detection, very little attention has been devoted in the literature to the potential impact of family structure on access to breast cancer screening among married women in Tanzania. Using the 2022 Tanzania Demographic and Health Survey, we addressed this void in the literature. We found that only 6% of married women have undergone breast cancer screening at the national level. Moreover, findings from multivariate logit regression analysis indicate that married women from monogamous marriages were more likely to have undergone breast cancer screening compared to their polygamous counterparts, even after accounting for demographic, socioeconomic, and healthcare characteristics (OR = 1.81, 95% CI = 1.24, 2.64). Based on these findings, we discussed potential implications for policymakers as well as directions for future research. [ABSTRACT FROM AUTHOR]

Worldwide, anemia in under-five children is a serious public health problem that causes significant morbidity and mortality. It also negatively impacts children's physical growth, focus, memory, and academic performance. Despite this, there is a paucity of up-to-date information on the spatial distribution and determinants of under-five anemia in Mozambique. Therefore, this study aimed to assess the spatial variation and determinates of anemia among under-five children in Mozambique by using the most recent demographic and health survey data. A cross-sectional study was conducted using the most recent demographic and health survey data of Mozambique. A total weighted sample of 3127 under-five children was included in the study. Spatial SaTScan statistics were done using Kuldroff's SaTScan version 9.6 software. ArcGIS version 10.7 software is used to visualize the spatial distribution of under-five anemia. A multilevel mixed-effects logistic regression analysis was employed to identify the determinants of under-five anemia. The level of statistical significance was declared at a p-value of < 0.05. Overall, the prevalence of anemia among under-five children in Mozambique was 49.46% (95% CI 47.70–51.21). Under-five anemia was not evenly distributed across the country; a higher distribution was observed in Zambezia, Nampula, Safala, and the southern part of Gaza; fewer cold spots were observed in the western and southern parts of Niassa, the eastern part of Tete, the western part of Manica, and Maputo City. In spatial scan statistics, children in the most likely cluster were 1.58 times more likely to be anemic than those living outside the window (RR = 1.58, P-value < 0.001). Children with fathers with no formal education, children from anemic mothers, children whose mothers are underweight, children residing in the Zambzia region, children residing in the Nampula region, and children residing in the Niassa region were significantly associated with under-five anemia in Mozambique. The burden of under-five anemia in Mozambique is higher and distributed non-randomly across regions. Maternal anemia, underweighted mothers, husband education, and regions in Mozambique were found to be significant determinants of anemia in under-five children. Improving the nutritional status of mothers and interventions to address maternal anemia, with special attention to the Nampula and Zambzia regions, are recommended to reduce under-five anemia in Mozambique. [ABSTRACT FROM AUTHOR]

This study aimed to define complementary feeding trends in Guinea from 2005 to 2018 and complementary feeding risk factors at the individual, household, and community levels. Data from 2005 to 2018 demographic health surveys (DHS) and Multiple Indicator Cluster Surveys were used to describe complementary feeding trends in Guinea. The most recent DHS was used to examine complementary feeding risk factors at the individual, household, and community levels. Complementary feeding indicators including introduction to complementary foods (INTRO), minimum dietary diversity (MDD), minimum meal frequency (MMF), and minimum acceptable diet (MAD) were calculated based on the 2010 World Health Organisation guidance. Multivariate logistic regressions were used to identify significant risk factors (p < 0.05). Since 2005, there has been a marginal increase in MDD and MAD, but a decrease in INTRO and MMF. The 2018 DHS survey revealed various complementary feeding risk factors. At the individual level, travelling 1–60 min to get water was associated with decreased odds of meeting INTRO, while iron supplementation and maternal education were associated with increased odds of meeting MMF and MDD, respectively. Routine vitamin A supplementation, fever in the past 2 weeks, and low birth weight were associated with increased odds of meeting MAD. At the household level, being in a lower wealth quintile was associated with decreased odds of meeting MDD and MAD. National and subnational programmes and policies designed to improve infant and young child diets may consider tailored approaches that address the specific indicators and risk factors associated with poorer diets in this Guinean context. Key messages: Between 2005 and 2018 there has been an increase in minimum dietary diversity (MDD) and minimum acceptable die (MAD), but a decrease in INTRO and minimum meal frequency (MMF).As of 2018, 49.9% of infants were introduced to complementary foods between 6 and 8 months of age, 25.0% met MMF, 15.2% met MDD, and 4.4% met MAD.Individual (child vitamin A and iron supplementation, child fever, low birth weight, maternal education, delivery with the help of birth attendant) and household (wealth quintile) level factors were identified as key risk factors for complementary feeding practices. [ABSTRACT FROM AUTHOR]

Background: The effect of caesarean section (CS) on breastfeeding initiation has been extensively studied, but its influence on exclusive breastfeeding practices remains inconclusive. Therefore, this study aims to investigate the impact of CS on exclusive breastfeeding using evidence from four countries in the Southeast Asian region. Methods: This cross-sectional study used secondary data obtained from the Demographic and Health Surveys (DHS) conducted between 2016 and 2022 in four countries within the Southeast Asian Region. We included information on the youngest children aged 0–5 months living with their mothers within the DHS datasets. The association between CS and exclusive breastfeeding was determined using a simple and multiple logistic regression models. Weight factors were taken into account in all analyses for the two-stage stratified cluster sampling design. Results: Among 3420 children, nearly half (49.1%, 95%CI: 47.0, 51.2) were exclusively breastfed. Children born by CS had lower odds of being exclusively breastfed, compared to children born vaginally (aOR = 0.68, 95%CI: 0.53, 0.88). Women who were married or living with a partner (aOR = 2.19, 95%CI: 1.33, 3.60), children born at a health facility (aOR = 1.31, 95%CI: 1.00, 1.71), and girl babies (aOR = 1.24, 95%CI: 1.05, 1.48) had higher odds of exclusive breastfeeding. Furthermore, residing in rural areas was associated with an increased likelihood of exclusive breastfeeding (aOR = 1.47, 95%CI: 1.20, 1.80). Maternal age, mother's education, parity, antenatal and postnatal care taken, and mass media exposure were not associated with exclusive breastfeeding. Conclusion: This study highlights a significant association between CS and reduced exclusive breastfeeding practices. The findings underscore the importance of providing adequate support and interventions to mothers who deliver by CS and their family members to ensure they can successfully achieve exclusive breastfeeding, particularly in a global context where CS rates are rising. [ABSTRACT FROM AUTHOR]

When developing policies for prevention of infectious diseases, policymakers often set specific, outcome-oriented targets to achieve. For example, when developing a vaccine allocation policy, policymakers may want to distribute them so that at least a certain fraction of individuals in a census block are disease-free and spillover effects due to interference within blocks are accounted for. The article proposes methods to estimate a block-level treatment policy that achieves a predefined, outcome-oriented target while accounting for spillover effects due to interference. Our policy, the minimum resource threshold policy (MRTP), suggests the minimum fraction of treated units required within a block to meet or exceed the target level of the outcome. We estimate the MRTP from empirical risk minimization using a novel, nonparametric, doubly robust loss function. We then characterize statistical properties of the estimated MRTP in terms of the excess risk bound. We apply our methodology to design a water, sanitation, and hygiene allocation policy for Senegal with the goal of increasing the proportion of households with no children experiencing diarrhea to a level exceeding a specified threshold. Our policy outperforms competing policies and offers new approaches to design allocation policies, especially in international development for communicable diseases. for this article are available online. [ABSTRACT FROM AUTHOR]

Background: The use of effective antenatal care (ANC) plays a important role for minimizing maternal and child mortality and morbidity. Antenatal care (ANC) is the use of suitable and successful screening, preventive, or treatment interventions to minimize the risk of unfavorable health outcomes for mother and child during pregnancy and childbirth. Aims & Objectives: This study assesses the dynamic nature of various predictors associated with optimal ANC utilization in India. Methodology: A secondary data analysis was done based on NFHS-4 & NFHS-5. A uniform sample design, which is representative at the national, state/union territory and district level, is adopted in each round of the survey. Each district is stratified into urban and rural areas. Effect size with a p-value <0.05 were declared as significant factors associated with ANC utilization in both NFHS-4 & 5. This study is based on secondary data so not required IEC approval. Results: ≥4 ANC visits by women during pregnancy increases from around 51% to 58% from NFHS-4 to NFHS-5. However, higher household wealth status, women with higher education and exposure to the media were coming out to be enablers while women with higher birth order, women belonging rural setup, distance to health facility coming out to be significant barriers in both the rounds of NFHS for the recommended ANC (≥4) visit through with varying effect sizes. Conclusion: According to our research, sociodemographic and health policy interventions, such as enhancements to social services and education, as well as community health education, particularly for women living in rural areas, can reduce obstacles to the advised use of ANC services in India. [ABSTRACT FROM AUTHOR]

Sierra Leone has the fourth-highest child mortality rate in Sub-Saharan Africa. This retrospective study aimed to estimate the nationwide prevalence of fever, acute respiratory infection (ARI), and diarrhea in children under 5 years in Sierra Leone, and to identify the risk factors associated with these diseases. We extracted patient information from the 2019 Sierra Leone Demographic and Health Survey data. Data were analyzed using multivariate logistic regression. In total, 8659, 8652, and 8650 children were included in the analyses of fever, ARI, and diarrhea, respectively. The analysis revealed that the nationwide prevalence rates of fever, ARI, and diarrhea were 16.8%, 14.2%, and 7.2%, respectively. Children aged 12–23 months were found to be the most susceptible. Compared to children consuming unimproved water, the highest prevalence rates of fever, ARI, and diarrhea were observed among children residing in households with tube wells or boreholes. The adjusted odds ratio for diarrhea prevalence among children drinking water from household tube wells or boreholes was 1.47 (95% confidence interval: 1.17–1.84, p < 0.001). This study has several limitations, including recall bias due to parental reporting. We suspect that the diseases may be associated with potential water contamination in tube wells or boreholes. We recommend national-level periodic inspections of water quality and community-level education on water supply management. [ABSTRACT FROM AUTHOR]

Background: Proper nutrition during early childhood is essential for healthy growth and development, yet many children, particularly in low and middle-income countries, fail to meet recommended intake levels of fruits and vegetables. This study aims to assess the factors associated with zero vegetable and fruit (ZVF) consumption among children aged 6–23 months in Tanzania, using data from the 2022 Tanzania Demographic and Health Survey (DHS). Methods: A weighted sample of 4582 children aged between 6 and 23 months were included in the study. Data cleaning, coding, and analysis were performed using STATA version 17 software. To address the hierarchical nature of the DHS data and the binary outcome variable, a multilevel mixed-effect binary logistic regression model was used. The deviance value served as a guide for determining the best-fitting model. In the subsequent multivariable multilevel binary logistic regression analysis, adjusted odds ratios were computed alongside their respective 95% confidence intervals to evaluate the strength of association, with statistical significance set at a p-value below 0.05. Result: The overall proportion of ZVF consumption among children aged 6–23 months in Tanzania was 48.34% (95% CI: 46.87, 49.81). Current breastfeeding status, maternal educational status, household wealth index, sex of the household head, and community poverty level were associated with higher odds of ZVF consumption. Meanwhile, child age, maternal employment status, father's educational status, and media exposure were associated with lower odds of ZVF consumption. Conclusion: Child age, current breastfeeding status, maternal educational status, maternal employment status, father's educational status, household wealth index, sex of household, media exposure, and community poverty level were significantly associated with ZVF consumption. Efforts should focus on educating mothers about the early introduction of fruits and vegetables in children's diets, alongside supporting breastfeeding. Tailored economic empowerment initiatives are needed in impoverished communities to improve access to nutritious foods. [ABSTRACT FROM AUTHOR]

Background: Pregnancy termination (PT) is a major public health concern in low-and middle-income countries like Bangladesh. This cross-sectional study aimed to determine the prevalence and factors of PT using the nationally representative Bangladesh Demographic and Health Survey data 2017–2018. Materials and Methods: A weighted population-based sample of 8759 ever-married reproductive-aged women (15–49 years) was included in the study. The outcome variable was PT in any of the following forms: miscarriage, induced abortion, and stillbirth. A univariate analysis for mean, frequency, and percentage and multiple logistical regression were used to determine the factors associated with PT. Results: Around 18% of the women were found to have PT. The mean age of the women in the study was 25.79 years; 65.1% lived in the rural areas, and the majority of them were Muslims. Advanced age of the women (AOR:3.49, p = 0.004), residence in the countryside (AOR:0.81, p = 0.002), higher education (AOR:0.72, p = 0.027), not being a Muslim (AOR:0.74, p = 0.010), higher socio-economic status (AOR:1.28, p = 0.027), having a job (AOR:1.15, p = 0.041), being married at the age of >22 years (AOR:0.71, p = 0.036), and using a mobile phone (AOR:1.22, p = 0.002) were significant factors of PT. This study did not find any association between PT and contraceptive use. Conclusions: Age, living region, education, religion, wealth index, working status, marital age, and mobile phone use are the determinants of PT. Interventions including these factors need to be made to reduce PT in Bangladeshi women. These findings could be helpful in undertaking further epidemiological studies to understand the actual causes of PT in various rural and urban settings among different socio-demographic groups in Bangladesh. [ABSTRACT FROM AUTHOR]

Abstract Research in sub-Saharan Africa has indicated that polygamous arrangements can detrimentally affect married women’s access to various healthcare services, including sexual and reproductive healthcare services. However, despite the pivotal role of breast cancer examination in a comprehensive campaign dedicated to early detection, very little attention has been devoted in the literature to the potential impact of family structure on access to breast cancer screening among married women in Tanzania. Using the 2022 Tanzania Demographic and Health Survey, we addressed this void in the literature. We found that only 6% of married women have undergone breast cancer screening at the national level. Moreover, findings from multivariate logit regression analysis indicate that married women from monogamous marriages were more likely to have undergone breast cancer screening compared to their polygamous counterparts, even after accounting for demographic, socioeconomic, and healthcare characteristics (OR = 1.81, 95% CI = 1.24, 2.64). Based on these findings, we discussed potential implications for policymakers as well as directions for future research.

Abstract Background Contraceptive use is a cost-effective intervention for reducing unintended pregnancies and sexually transmitted infections and their negative consequences. It is vital to increase contraceptive use among women to improve their reproductive health outcomes. This study examines the factors associated with contraceptive use intention among married and cohabiting women in Ghana. Methods We analysed data from the 2022 Ghana Demographic and Health Survey. A total of 5,846 married and cohabiting women were included in the study. A multivariable binary logistic regression analysis was used to examine the factors associated with the intention to use contraceptives. The regression results were presented using an adjusted odds ratio (aOR) with 95% confidence intervals (CIs). Results The proportion of intention to use contraceptives among married and cohabiting women was 33.0% [31.1, 35.0]. Compared to women living in the Greater Accra, those living in Central (aOR = 1.69; 95% CI = 1.06, 2.69), Bono East (aOR = 1.63; 95% CI = 1.02, 2.61), Oti (aOR = 2.68; 95% CI = 1.63, 4.40), and Upper West Regions (aOR = 4.48; 95% CI = 2.68, 7.48) were more likely to have contraceptive use intention. The odds of intention to use contraceptives increased with increasing parity, with the highest odds among women with four or more births (aOR = 2.41; 95% CI: 1.66, 3.51). The intention to use contraceptives decreased with increasing age, with the lowest odds among those aged 45–49 (aOR = 0.04, 95% CI = 0.25, 0.07). Women with no education (aOR = 0.42, 95% CI = 0.28, 0.63), primary education (aOR = 0.56, 95% CI = 0.37, 0.86), and secondary education (aOR = 0.65, 95% CI = 0.45, 0.92) had lower odds of intention to use contraceptives compared to those with higher education. Married women (aOR = 0.61, 95% CI = 0.49, 0.76) had lower odds of contraceptive use intention relative to cohabiting women. Conclusion Our study revealed a low contraceptive use intention among women, signalling a barrier in access to family planning services in the country. Various factors, including age, region, marital status, parity, and educational level play a role in determining the intention to use contraceptives. These findings underscore the importance of implementing policy changes and enhancing existing programmes to improve the availability of information, contraceptive education, and family planning services, especially for younger women, those living in rural areas, and those with lower levels of education. Additionally, it is vital to address socio-cultural barriers and empower women to address the factors associated with intention to use contraceptives.

Abstract Background Early sexual debut among young women is associated with adverse sexual and reproductive health outcomes, including unintended pregnancies and sexually transmitted infections. Despite its negative impact, there is limited research on this issue in Sierra Leone. This study aims to address this gap by examining the prevalence of early sexual debut and its associated factors among adolescent girls and young women aged 15–24 years in Sierra Leone. Methods Data from the 2019 Sierra Leone Demographic and Health Survey was used for the study. Provincial variations in the proportion of early sexual debut were visualised using a spatial map. A mixed-effect multilevel binary logistic regression analysis was performed to examine the factors associated with early sexual debut. The results were presented as adjusted odds ratios (aOR) with a 95% confidence interval (CI) and intraclass correlation coefficients. Results The prevalence of early sexual debut was 26.1% [24.3, 28.0]. Adolescent girls and young women aged 20–24 were less likely to engage in early sexual debut [aOR = 0.52; 95% CI: 0.41, 0.65] than those aged 15–19. The odds of early sexual debut was lower among adolescent girls and young women with secondary/higher education [aOR = 0.62; 95% CI: 0.45, 0.85] compared to those with no education. Adolescent girls and young women who used the internet in the last 12 months [aOR = 0.50; 95% CI: 0.34, 0.73] and those who belonged to the Fullah ethnic group [aOR = 0.25; 95% CI: 0.07, 0.85] were less likely to engage in early sexual debut relative to those who did not use the internet and those belonging to the Creole ethnic group respectively. Adolescent girls and young women who intend to use contraceptives [aOR = 0.60; 95% CI: 0.46, 0.77] and those who do not intend to use contraceptives [aOR = 0.65; 95% CI: 0.49, 0.88] were less likely to engage in early sexual debut than those who were using contraceptives. Conversely, adolescent girls and young women who were working [aOR = 1.41; 95% CI: 1.12, 1.77] had higher odds for early sexual debut than those not working. The odds of early sexual debut were higher among adolescent girls and young women who were married/cohabiting [aOR = 1.72; 95% CI: 1.32, 2.22] and previously married [aOR = 3.26; 95% CI: 1.61, 6.56] than those who were never married. Adolescent girls and young women living in the North Western area [aOR = 1.81; 95% CI: 1.05, 3.13] had higher odds for early sexual debut than those living in the Eastern province. Conclusion Early sexual debut is prevalent among adolescent girls and young women in Sierra Leone. Age, education, internet use, ethnicity, contraceptive use intention, marital status, employment status, and province of residence were the factors associated with early sexual debut. The study underscores the need for policymakers, government, and non-governmental organisations to design and implement comprehensive and multifaceted interventions to promote informed decision-making and reproductive health among adolescent girls and young women in Sierra Leone.

Abstract Background Sexually transmitted infections (STIs) are a significant public health concern worldwide. These infections can have severe consequences for women’s health, including pelvic inflammatory disease, infertility, and increased risk of HIV acquisition. Understanding the prevalence and factors associated with STIs among women in Sierra Leone is crucial to developing effective prevention and treatment strategies. This study investigated the provincial distribution and factors associated with self-reported STIs (SR-STIs) and STI symptoms among women in Sierra Leone. Methods The study used data from the 2019 Sierra Leone Demographic and Health Survey, comprising 13,965 women aged 15 to 49 who have ever had sex. Provincial variations in the prevalence of SR-STIs and STI symptoms were presented using a spatial map. A binary logistic regression analysis was performed to assess the factors associated with SR-STIs and STI symptoms among women in Sierra Leone. The results were presented as adjusted odds ratios (aOR) with a 95% confidence interval (CI). Results The overall prevalence of SR-STIs and their symptoms was 21.6% [20.4, 22.9] among women in Sierra Leone. Higher odds of SR-STIs and their symptoms were associated with being aged 25–29 (aOR = 1.35, 95% CI = 1.10,1.66), 30–34 (aOR = 1.38, 95% CI = 1.09,1.74), 35–39 (aOR = 1.39, 95% CI = 1.10, 1.77), having tested for HIV (aOR = 1.16, 95% CI = 1.04, 1.29), and having multiple sexual partners (aOR = 2.25, 95% CI = 1.80, 2.83) compared to those in the reference category. Being in the rich wealth index (aOR = 1.32, 95% CI = 1.11, 1.57), living in the Northern (aOR = 2.43, 95% CI = 2.08, 2.83) and Northwestern province (aOR = 3.28, 95% CI = 2.81, 3.83), and being covered by health insurance (aOR = 3.19, 95% CI = 2.62, 3.88) were associated with higher odds of SR-STIs and their symptoms. Lower odds of SR-STIs and their symptoms were found among women with one (aOR = 0.81, 95% CI = 0.68, 0.96), two (aOR = 0.75, 95% CI = 0.61, 0.93), three (aOR = 0.66, 95% CI = 0.53, 0.83), and four or more children (aOR = 0.62, 95% CI = 0.49, 0.77], those residing in rural areas (aOR = 0.81, 95% CI = 0.69, 0.94), and women living in the Southern province (aOR = 0.67, 95% CI = 0.57, 0.80) compared to those in the reference category. Conclusion The findings indicate that SR-STIs and their symptoms are prevalent among women in Sierra Leone. Our findings underscore the urgent need for targeted public health interventions to address the SR-STIs and their symptoms among women in Sierra Leone. The increased risk among women aged 25–39, those with multiple sexual partners and those from wealthier backgrounds, suggests that educational programmes focusing on safe sexual practices and STI prevention should be prioritized in urban and affluent areas. Additionally, the lower odds of SR-STIs among women with more children and those in rural regions indicate that family dynamics and geographic factors may offer protective benefits, which could be leveraged in public health messaging. Our findings highlight the importance of tailoring health services and outreach efforts to effectively reach and support vulnerable populations, ultimately aiming to reduce the incidence of SR-STIs.

We investigate the determinants and over time patterns of perceptions toward wife beating from 2012 to 2018 in Pakistan. We use two waves of the Pakistan Demographic and Health Survey that include ever-married women and men aged 15 to 49 (12,607 women and 3052 men in 2012 and 11,543 women and 3055 men in 2018). Education, employment, wealth, and region influence attitudes toward wife beating. While women are generally more tolerant toward wife beating than men, the presence of a family member during the interview further increased their tolerance toward wife beating. Wife beating support has increased over time among women whose interviews were overheard and men. Additionally, households with joint decision-making have a lower tolerance toward wife beating, even lower than households where the wife is the main decision-maker. [ABSTRACT FROM AUTHOR]

Despite an extensive body of literature that explores potential mechanisms explaining the factors associated with intimate partner violence (IPV) experienced by women, very few studies have studied the association of food security status with women's experience of IPV in sub-Saharan Africa countries, including Cameroon. Using data from the 2018 Cameroon Demographic and Health Survey (n = 4,690), we explore the association between food security status and three distinct forms of IPV (i.e., emotional, sexual, and physical IPV) among ever-married women in Cameroon. Adjusting for socioeconomic, demographic, and attitudinal and behavioral characteristics, we found that women with severe (odds ratio [ OR ] = 2.09, p <.01), moderate (OR = 1.88, p <.05), and mild (OR = 1.76, p <.05) food insecurity were more likely to experience sexual IPV, compared to those without any food insecurity, whereas women with severe food insecurity were more likely to experience physical IPV (OR = 1.89, p <.001). Although women with severe (OR = 1.51, p <.01) and moderate (OR = 1.67, p <.001) food insecurity had a higher likelihood of experiencing emotional IPV at a bivariate level, we found that these associations became no longer significant in our adjusted model. These findings suggest that food insecurity is a critical risk factor for IPV among ever-married women in Cameroon. Addressing IPV requires a comprehensive strategy that places special emphasis on households experiencing food insecurity. There is also an urgent need to implement educational programs to increase awareness of the interconnection between food insecurity and IPV and to allocate resources to community-based initiatives that empower women both economically and socially. [ABSTRACT FROM AUTHOR]

Abstract Background Timely initiation of breastfeeding is crucial for positive health outcomes for babies and mothers. Understanding the factors influencing timely initiation of breastfeeding is vital for reducing child morbidities and mortalities in Mauritania. This study, therefore, assessed the prevalence of early initiation of breastfeeding and its associated factors among women in Mauritania, providing significant insights for improving maternal and child health in the country. Methods We performed a secondary analysis of the 2019–2021 Mauritania Demographic and Health Survey data. A weighted sample of 4,114 mother-child pairs was included in the study. We used percentage to present the prevalence of early initiation of breastfeeding. A four-modelled multilevel binary logistic regression was used to examine the factors associated with early initiation of breastfeeding. The regression results were presented using adjusted odds ratio (aOR) with their respective 95% confidence interval (CI). Stata software version 17.0 was used to perform all the analyses. Results The prevalence of early initiation of breastfeeding was 57.3% (95% CI 54.5, 60.00). Birth order was associated with early initiation of breastfeeding with the highest odds among those in the fourth birth order (aOR 1.61; 95% CI 1.08, 2.39). Mothers who practiced skin-to-skin contact were more likely to initiate breastfeeding early than those who did not (aOR 1.46; 95% CI 1.14, 1.87). There were regional disparities in the early initiation of breastfeeding. The odds of timely initiation of breastfeeding was lower among women who were delivered by caesarean section (aOR 0.22; 95%CI 0.14, 0.36), those who were working (aOR 0.57; 95% CI 0.45, 0.73), those who had four or more antenatal care visits (aOR 0.67; 95%CI 0.47, 0.94)], and those in the richest wealth quintile (aOR 0.61; 95% CI 0.38, 0.98) compared to those who had normal delivery, those who were not working, those who had zero antenatal care visits, and those in the poorest wealth quintile households, respectively. Conclusion Our study found a relatively low prevalence of early initiation of breastfeeding among women in Mauritania. Factor such as birth order, region of residence, mother and newborn skin-to-skin contact after birth, antenatal care visits, caesarean delivery, employment status, and wealth index were associated with early initiation of breastfeeding. Improving optimal breastfeeding practices, such as early initiation of breastfeeding in Mauritania, should be given adequate attention. There is a need for interventions such as baby-friendly facilities, providing an enabling environment for mothers to breastfeed their newborns early. Addressing regional health access disparities is important to improve early initiation of breastfeeding and other maternal, newborn, and child health interventions.

Abstract Background Despite global efforts to achieve zero hunger, food insecurity remains a critical challenge in several African countries, including Cameroon. This study aims to identify sociodemographic predictors of food insecurity across Cameroon through a comprehensive, nationwide cross-sectional analysis. Methods Data for this study were drawn from the 2018 Cameroon Demographic and Health Survey (CDHS). Food insecurity levels were evaluated using the Food Insecurity Experience Scale (FIES). To estimate the probabilities of moderate and severe food insecurity among different sociodemographic groups, logistic regression models were applied, with results expressed as average marginal effects (AME). Results The findings reveal that approximately 24.86% of participants experienced moderate food insecurity, while 28.96% faced severe food insecurity. Among men, the proportion experiencing severe food insecurity was 38.8%, compared to 24.3% for women. Multivariable regression analysis showed that severe food insecurity was less likely among women [AME = 0.84, 95% CI = 0.83,0.86], Muslims [AME = 0.91, 95%CI = 0.90,0.93], individuals with higher education levels (secondary education: AME = 0.93, 95%CI = 0.90,0.95; higher education: AME = 0.87, 95%CI = 0.85,0.90), those owning land (either alone or jointly) [AME = 0.92, 95%CI = 0.89,0.96], wealthiest households (moderate food insecurity: AME = 0.91, 95%CI = 0.88,0.93; severe food insecurity: AME = 0.73, 95%CI = 0.70,0.75), female-headed households [AME = 0.97, 95%CI = 0.96,0.99], and rural residents [AME = 0.97, 95%CI = 0.95,0.98]. Conclusions These findings underscore that food insecurity affects a substantial portion of the Cameroonian population, with certain sociodemographic groups more vulnerable than others. This study proposes targeted policy recommendations to address food insecurity in Cameroon, including social assistance programs for at-risk groups, investments in socioeconomic empowerment, improvements in agricultural productivity, and ongoing research to guide evidence-based interventions.

Abstract Introduction Fertility refers to the biological capacity to reproduce and have children. It is a key aspect of reproductive health influenced by various factors. Therefore, this study aims to explore the determinants of fertility rates based on urban and rural settings in Ethiopia. Method A stratified two-stage cluster sampling approach was used, employing data from the 2019 Ethiopian Mini Demographic and Health Survey ( https://dhsprogram.com ). The study comprised 8,885 women aged 15 to 49 years. The study employed Stata 17, and the data was described using descriptive statistics. Associations were examined using decomposition analysis and negative binomial regression. The Incidence Rate Ratio and p-value were used to determine the statistical significance of the variables examined. Results The negative binomial regression found that factors such as maternal age (IRR, 1.08, P-value,0.00), living in rural (IRR,1.09, P-value,0.00), being Muslim (IRR,1.13, P-value,0.00), being from other religious groups (IRR,1.16, P-value,0.00), having six up to nine household members (IRR,1.24, P-value,0.00), having greater than nine household member(IRR,1.14, P-value,0.04), having one child under five year (IRR,1.35, P-value,0.00), having two children under five year (IRR,1.77, P-value,0.00), and having more than two under five years (IRR,1.99, P-value,0.00), being currently pregnant (IRR,1.08, P-value,0.00), use of contraceptive(IRR,1.13, P-value,0.00) are positively associated with bearing more children. On the other hand, completing primary education (IRR,0.84, P-value,0.00), secondary education (IRR,0.61, P-value,0.00), being from the richest household (IRR = 0.94, P-value,0.00), and being single/divorced and widowed (IRR,0.49, P-value,0.00) are negatively associated with having more children because their IRR is less than one. The decomposition analysis also demonstrated that marital status has a stronger negative correlation with fertility in rural compared to urban settings. Additionally, the number of children under five exerts a greater influence on fertility in urban areas. Conclusion the study found significant rural-urban differences in the factors shaping fertility in Ethiopia. While demographics like maternal age, education, and wealth influenced fertility in both settings, the relationships varied in nature and magnitude. To address this, Policymakers should develop targeted fertility programs that address the unique needs and challenges faced by rural and urban populations.

Abstract Background Sub-Saharan Africa (sSA) continues to rank among the regions in the world with the highest rates of maternal mortality and the lowest rates of utilization of maternal health care. The risk of death for women in sSA is 268 times higher than that of women in high-income nations. Adequate antenatal care (ANC) services utilization is essential to the mother's and the baby's survival and well-being. This study aimed to identify both individual and community-level factors associated with adequate antenatal care services utilization in sSA. Method We used data from the most recent Health and Demographic Surveys (DHS), which were carried out between 2012 and 2022 in 33 sSA countries. A total of 240,792 women were included in this study. The two-level mixed-effects logistic regression model was used to identify the individual and community-level factors associated with the use of adequate ANC service. Results The pooled prevalence of adequate ANC service utilization in sSA was 55.48% (95% CI: 55.28–55.68). The study showed that secondary and above-educated women (AOR = 2.13, 95% CI 2.07–2.19, secondary and above-educated husbands (AOR = 1.55, 95% CI 1.51–1.60), rich women AOR = 1.26, 95% CI 1.24–1.29), women 35–49 years of age (AOR = 1.36, 95% CI 1.32–1.41) and distance to a health facility is not a big problem (AOR = 1.13; 95% CI 1.11–1.16) was significantly and positively correlated with the use of adequate ANC services. However, rural women (AOR = 0.80; 95% CI 0.78–0.82), not having mass media access (AOR = 0.74, 95% CI 0.72–0.75), 5 and above birth order (AOR = 0.73, 95% CI 0.68–0.78) were significantly and negatively correlated with the use of adequate ANC services. Additionally, the random effects model showed that variables at the community and individual levels were responsible for approximately 62.60% of the variation in the use of adequate ANC services. Conclusion The sSA countries had a low prevalence of adequate utilization of ANC with a significant variation among countries. Moreover, public health initiatives should focus on rural women, poor women, and uneducated women to enhance maternal health services utilization. Furthermore, policies and programs that address cluster variations in the utilization of adequate ANC services must be developed, and their implementation must be vigorously pursued.

Abstract Background Antenatal care is vital for maternal health and wellbeing, with the World Health Organization recommending a minimum of eight visits during pregnancy. In this study, we examined the regional disparities and factors associated with eight or more antenatal care visits in Ghana. Methods We performed a cross-sectional analysis of data from the 2022 Ghana Demographic and Health Survey. Our study comprised 3,893 women of reproductive age with birth history in the last two years before the survey. Regional disparities in the proportion of eight or more antenatal care visits were visualised using a spatial map. A mixed-effect multilevel binary logistic regression analysis was conducted to determine the factors associated with eight or more antenatal care visits using a four-modeled approach. The results were presented as adjusted odds ratios (aOR) with a 95% confidence interval (CI). Results The prevalence of eight or more antenatal care visits in Ghana was 38.4% [95% CI = 36.0–41.0]. The regions with the highest prevalence were Eastern, Greater Accra, Western, and Volta. Those with the lowest prevalence were Northern, North East, Savannah, and Oti. The odds of eight or more antenatal care visits were lower among women aged 40–49 [aOR = 0.42, 95% CI = 0.18–0.96], women with four or more children [aOR = 0.57, 95% CI = 0.36–0.93], women who wanted pregnancy later [aOR = 0.63, 95% CI = 0.46–0.85], and women in five regions: Western North [aOR = 0.43, 95% CI = 0.19–0.94], Bono [aOR = 0.33, 95% CI = 0.14–0.76], Northern [aOR = 0.29, 95% CI = 0.13–0.66], Savannah [aOR = 0.30, 95% CI = 0.14–0.65] and North East [aOR = 0.33, 95% CI = 0.14–0.75]. Women in the richer [aOR = 1.99, 95% CI = 1.19–3.33] and richest [aOR = 4.82, 95% CI = 2.45–9.51] wealth index showed a higher likelihood of completing eight or more antenatal care visits relative to women in the poorest wealth index. Conclusion A significant proportion of women in Ghana fall short of the recommended eight or more antenatal care visits. Age, parity, desired pregnancy timing, wealth status, and region of residence are associated with the number of antenatal care visits. Women in five regions (Bono, Northern, North East, Savannah, and Western North) are significantly less likely to have eight or more antenatal care visits than those in the Western region. The government and policymakers should design programs to address the needs of older women, those with high parity, and women who want to delay pregnancy. Increased healthcare resources, educational campaigns, and addressing regional barriers to antenatal care access are crucial. Promoting public health initiatives to emphasise the importance of completing the recommended number of antenatal care visits for a healthy pregnancy is essential.

Abstract Background Early marriage, the formal or informal union before age 18, remains a critical challenge in several low-and middle-income countries. It has adverse health and education-related implications on child brides. This study examined the regional distribution of early marriage and its associated factors in Ghana. Methods We performed a cross-sectional analysis of data extracted from the 2022 Ghana Demographic and Health Survey. Our study comprised 10,098 ever married/cohabiting aged 15 to 49. Regional variations in the prevalence of child marriage were visualised using a spatial map. A mixed-effect multilevel binary logistic regression analysis was performed to assess the factors associated with early marriage. The results were presented as adjusted odds ratios (aOR) with a 95% confidence interval (CI). Results The prevalence of early marriage was 29.2% [27.9, 30.6] in Ghana. Women in the North East 38.2% [33.4, 43.2], Western North 36.7% [32.1, 41.5] and Ahafo regions 35.8% [32.0, 39.8] had the highest prevalence of early marriage, whilst women in the Western 22.2% [18.4, 26.5] and Greater Accra 19.7% [15.8, 24.3 regions] had the lowest prevalence of early marriage in Ghana. The odds of early marriage was lower among women aged 20-49 compared to those aged 15-19. Women with secondary [aOR = 0.40; 95% CI 0.33, 0.48] and higher education [aOR = 0.07; 95% CI 0.04, 0.12], those who belonged to the Gurma ethnic group [aOR = 0.59; 95% CI 0.41, 0.84], and women from richer [aOR = 0.64; 95% CI: 0.47, 0.87] and richest [aOR = 0.42; 95% CI 0.28, 0.64] households were less likely to be married early compared to those with no education, those belonging to the Akan ethnic group, and those from the poorest wealth quintile households, respectively. The odds of early marriage was higher among women whose family size was five or more [aOR = 1.50; 95% CI 1.31, 1.72] and women living in the Central [aOR = 1.72; 95% CI 1.16, 2.54], Volta [aOR = 1.97; 95% CI 1.17, 3.30], Eastern [aOR = 1.53; 95% CI 1.01, 2.29], Ashanti [aOR = 1.98; 95% CI 1.33, 2.97], Western North [aOR = 1.77; 95% CI 1.18, 2.65], and Ahafo regions [aOR = 1.74; 95% CI 1.18, 2.56]. Conclusion About one in three marriages were early in Ghana, with variations across the regions. Age, wealth index, ethnicity, level of education, family size, and region were identified as factors associated with early marriages. The government and policymakers in Ghana should increase access to and completion of secondary education for girls, as it is crucial in reducing early marriage. Providing programmes that economically empower women and girls can decrease their vulnerability to early marriage. More vigorous enforcement of laws against early marriage is necessary. Engaging with communities, including tribal leaders, is essential to shift cultural attitudes toward early marriage.

Abstract Introduction Between 2006 and 2017, antenatal care (ANC) coverage in Benin declined, potentially exacerbating inequalities and substantiating the need for health inequality monitoring. This study examines inequalities in ANC attendance in Benin, disaggregated by women’s age, educational level, economic status, place of residence, region of residence, and the extent to which they have changed over time. Methods Three rounds of the Benin Demographic and Health Surveys (2006, 2011–12, and 2017–18) were analyzed to examine inequalities in ANC coverage. An exploratory descriptive approach was adopted for the analysis. Simple [difference (D) and ratio (R)] and complex [population attributable risk (PAR) and population attributable fraction (PAF)] measures of inequalities were computed using the World Health Organization’s Health Equity Assessment Toolkit (WHO’s HEAT) online platform. The measures were computed separately for each of the three surveys, and their estimates were compared. Results The findings revealed an 8.4% decline in at least four ANC visits between 2006 and 2017–18. The decline occurred irrespective of age, educational status, economic status, place of residence, and region. Region-related inequalities were the largest and increased slightly between 2006 (D = 54.6; R = 2.6; PAF = 47.8, PAR = 29.0) and 2017–18 (D = 55.8; R = 3.1; PAF = 57.2, PAR = 29.8). Education (2006: D = 31.3, R = 1.6, PAF = 40.5, PAR = 24.5; 2017–18: D = 25.2, R = 1.6, PAF = 34.9, PAR = 18.1) and rural-urban (2006: D = 16.8, R = 1.3, PAF = 17.8, PAR = 10.8; 2017–18: D = 11.2, R = 1.2, PAF = 13.1, PAR = 6.8) inequalities reduced while economic status inequalities did not improve (2006: D = 48, R = 2.2, PAF = 44.5, PAR = 26.9; 2017–18: D = 43.9, R = 2.4, PAF = 45.0, PAR = 23.4). Age inequalities were very minimal. Conclusion ANC inequalities remain deeply ingrained in Benin. Addressing their varying levels requires comprehensive strategies that encompass both supply—and demand-side interventions, focusing on reaching uneducated women in the poorest households and those residing in rural areas and Atacora.

Abstract Background For safe drinking water, household water treatments (HWT) is important to reduce the risk of diarrhea in low-and-middle countries including Lao People’s Democratic Republic (Lao PDR). However, the measurement of HWT relies chiefly on self-report in most nationwide surveys. Thus, the validity of self-reported measurement is of concern. The objective of this study was to determine the proportion of households with the presence of boiled water among households that report boiling practices in a rural area of the Lao PDR. Methods This study was conducted with randomly selected 108 households in the four villages in the catchment area of the two health centers, in Xepon district of the Savannakhet province, between September and October 2023. The inclusion criterion of the households was the households that report boiling as HWT. Surveyors conducted interviews with an adult household member and observations on boiled water through household visits, using a questionnaire. Descriptive statistics were conducted to summarize the collected information using the frequency with proportion for categorical variables and the median with interquartile range for continuous variables. Bivariate analyses were conducted to assess an association between each of the factors and the presence of boiled water, using Fisher’s exact test. Results Among the 108 households that reported boiling practice, 91 households were able to show the surveyor self-reported boiled water. Thus, the proportion of households with the presence of boiled water was 90.1% (95% confidence interval: 82.5–95.1%). Households with a fixed schedule of boiling were significantly more likely to present boiled water, compared to households without (94.5% vs. 50.0%). Not all household members do not necessarily drink boiled water: approximately a quarter (25.7%) of the participants reported that some household members drink unboiled water. Conclusions This study showed that among households that reported boiling drinking water, 90.1% were able to present a container with self-reported boiled water. It suggests that the self-reported measure of boiling practices can be valid in the study villages.

Abstract Pregnancy termination remains a complex and sensitive issue with approximately 45% of abortions worldwide being unsafe, and 97% of abortions occurring in developing countries. Unsafe pregnancy terminations have implications for women’s reproductive health. This research aims to compare black box models in their prediction of pregnancy termination among reproductive-aged women and identify factors associated with pregnancy termination using explainable artificial intelligence (XAI) methods. We used comprehensive secondary data on reproductive-aged women’s demographic and socioeconomic data from the Demographic Health Survey (DHS) from six countries in East Africa in the analysis. This study implemented five black box ML models, Bagging classifier, Random Forest, Extreme Gradient Boosting (XGB) Classifier, CatBoost Classifier, and Extra Trees Classifier on a dataset with 338,904 instances and 18 features. Additionally, SHAP, Eli5, and LIME XAI techniques were used to determine features associated with pregnancy termination and Statistical analysis were employed to understand the distribution of pregnancy termination. The results demonstrated that machine learning algorithms were able to predict pregnancy termination on DHS data with an overall accuracy ranging from 79.4 to 85.6%. The ML classifier random forest achieved the highest result, with an accuracy of 85.6%. Based on the results of the XAI tool, the most contributing factors for pregnancy termination are wealth index, current working experience, and source of drinking water, sex of household, education level, and marital status. The outcomes of this study using random forest is expected to significantly contribute to the field of reproductive healthcare in East Africa and can assist healthcare providers in identifying individuals’ countries at greater risk of pregnancy termination, allowing for targeted interventions and support.

Abstract Background Sexual violence is a violation of women’s rights, resulting in significant physical and psychological challenges and adverse reproductive health outcomes. Addressing these issues demands urgent public health interventions and support systems to mitigate the profound impact on individuals and societies. Thus, this study aimed to assess sexual violence against ever-married reproductive-age women in East Africa. Methods Data retrieved from the recent Demographic and Health Survey (DHS) of East African countries was used, and a weighted sample of 40,740 ever-married reproductive-age women was included. To identify factors associated with sexual violence, multilevel mixed-effects models utilizing robust Poisson regression were applied. Akaike’s and Bayesian information criteria, as well as deviance, were utilized to compare the models. In the multivariable regression model, adjusted prevalence ratios (APR) with 95% confidence intervals (CI) were used to estimate the strength of association, with statistical significance set at a p-value

Background: Early marriage, the formal or informal union before age 18, remains a critical challenge in several low-and middle-income countries. It has adverse health and education-related implications on child brides. This study examined the regional distribution of early marriage and its associated factors in Ghana. Methods: We performed a cross-sectional analysis of data extracted from the 2022 Ghana Demographic and Health Survey. Our study comprised 10,098 ever married/cohabiting aged 15 to 49. Regional variations in the prevalence of child marriage were visualised using a spatial map. A mixed-effect multilevel binary logistic regression analysis was performed to assess the factors associated with early marriage. The results were presented as adjusted odds ratios (aOR) with a 95% confidence interval (CI). Results: The prevalence of early marriage was 29.2% [27.9, 30.6] in Ghana. Women in the North East 38.2% [33.4, 43.2], Western North 36.7% [32.1, 41.5] and Ahafo regions 35.8% [32.0, 39.8] had the highest prevalence of early marriage, whilst women in the Western 22.2% [18.4, 26.5] and Greater Accra 19.7% [15.8, 24.3 regions] had the lowest prevalence of early marriage in Ghana. The odds of early marriage was lower among women aged 20-49 compared to those aged 15-19. Women with secondary [aOR = 0.40; 95% CI 0.33, 0.48] and higher education [aOR = 0.07; 95% CI 0.04, 0.12], those who belonged to the Gurma ethnic group [aOR = 0.59; 95% CI 0.41, 0.84], and women from richer [aOR = 0.64; 95% CI: 0.47, 0.87] and richest [aOR = 0.42; 95% CI 0.28, 0.64] households were less likely to be married early compared to those with no education, those belonging to the Akan ethnic group, and those from the poorest wealth quintile households, respectively. The odds of early marriage was higher among women whose family size was five or more [aOR = 1.50; 95% CI 1.31, 1.72] and women living in the Central [aOR = 1.72; 95% CI 1.16, 2.54], Volta [aOR = 1.97; 95% CI 1.17, 3.30], Eastern [aOR = 1.53; 95% CI 1.01, 2.29], Ashanti [aOR = 1.98; 95% CI 1.33, 2.97], Western North [aOR = 1.77; 95% CI 1.18, 2.65], and Ahafo regions [aOR = 1.74; 95% CI 1.18, 2.56]. Conclusion: About one in three marriages were early in Ghana, with variations across the regions. Age, wealth index, ethnicity, level of education, family size, and region were identified as factors associated with early marriages. The government and policymakers in Ghana should increase access to and completion of secondary education for girls, as it is crucial in reducing early marriage. Providing programmes that economically empower women and girls can decrease their vulnerability to early marriage. More vigorous enforcement of laws against early marriage is necessary. Engaging with communities, including tribal leaders, is essential to shift cultural attitudes toward early marriage. [ABSTRACT FROM AUTHOR]

Introduction: The age at first birth refers to the age at which a woman has her first child. It can significantly influence the demographic behavior of women and the general community. Moreover, teenage childbearing is a serious public health and social problem. The main objective of this study was to identify factors associated with age at first birth among women in Ethiopia. Methods: Secondary data on women were obtained from the 2019 Ethiopia Mini Demographic and Health Survey (EMDHS). These population-based crosssectional data were downloaded from the Measure Demographic and Health Survey website (http://www.measuredhs.com). The study included a random sample of 8,885 women aged 15-49 years from 305 enumeration areas. A multilevel survival analysis was employed to identify the factors associated with teenage childbearing among women in Ethiopia. Results: The majority (67.7%) of randomly sampled women were subjected to teenage childbearing. Women being rural dwellers [hazard ratio (HR) = 1.27, 95% CI: 1.05, 1.54]; women from middle-income families (HR = 1.43, 95% CI: 1.18, 1.74); and women from higher-income families (HR = 1.40, 95% CI: 1.15, 1.70) were associated with a higher risk of teenage childbearing. Conversely, contraception method users (HR = 0.87, 95% CI: 0.77, 0.99), Muslims (HR = 0.75, 95% CI: 0.64, 0.89), Orthodoxes (HR = 0.68, 95% CI: 0.57, 0.80), women with secondary education (HR = 0.53, 95% CI: 0.43, 0.65), women with higher education (HR = 0.28 (95% CI: 0.22, 0.37), and the higher age of household head (HR = 0.99, 95% CI: 0.98, 0.99) were associated with a lower risk of teenage childbearing among women in Ethiopia. Conclusion: Since the median age of women to have their first child was 18 years old, this study strongly suggests that stakeholders at the federal and regional levels must work closely toward enforcing the legal age of marriage and implementing national adolescents' and youths' targeted sexual and reproductive health programs. [ABSTRACT FROM AUTHOR]

Background: Despite global efforts to achieve zero hunger, food insecurity remains a critical challenge in several African countries, including Cameroon. This study aims to identify sociodemographic predictors of food insecurity across Cameroon through a comprehensive, nationwide cross-sectional analysis. Methods: Data for this study were drawn from the 2018 Cameroon Demographic and Health Survey (CDHS). Food insecurity levels were evaluated using the Food Insecurity Experience Scale (FIES). To estimate the probabilities of moderate and severe food insecurity among different sociodemographic groups, logistic regression models were applied, with results expressed as average marginal effects (AME). Results: The findings reveal that approximately 24.86% of participants experienced moderate food insecurity, while 28.96% faced severe food insecurity. Among men, the proportion experiencing severe food insecurity was 38.8%, compared to 24.3% for women. Multivariable regression analysis showed that severe food insecurity was less likely among women [AME = 0.84, 95% CI = 0.83,0.86], Muslims [AME = 0.91, 95%CI = 0.90,0.93], individuals with higher education levels (secondary education: AME = 0.93, 95%CI = 0.90,0.95; higher education: AME = 0.87, 95%CI = 0.85,0.90), those owning land (either alone or jointly) [AME = 0.92, 95%CI = 0.89,0.96], wealthiest households (moderate food insecurity: AME = 0.91, 95%CI = 0.88,0.93; severe food insecurity: AME = 0.73, 95%CI = 0.70,0.75), female-headed households [AME = 0.97, 95%CI = 0.96,0.99], and rural residents [AME = 0.97, 95%CI = 0.95,0.98]. Conclusions: These findings underscore that food insecurity affects a substantial portion of the Cameroonian population, with certain sociodemographic groups more vulnerable than others. This study proposes targeted policy recommendations to address food insecurity in Cameroon, including social assistance programs for at-risk groups, investments in socioeconomic empowerment, improvements in agricultural productivity, and ongoing research to guide evidence-based interventions. [ABSTRACT FROM AUTHOR]

Background: Timely initiation of breastfeeding is crucial for positive health outcomes for babies and mothers. Understanding the factors influencing timely initiation of breastfeeding is vital for reducing child morbidities and mortalities in Mauritania. This study, therefore, assessed the prevalence of early initiation of breastfeeding and its associated factors among women in Mauritania, providing significant insights for improving maternal and child health in the country. Methods: We performed a secondary analysis of the 2019–2021 Mauritania Demographic and Health Survey data. A weighted sample of 4,114 mother-child pairs was included in the study. We used percentage to present the prevalence of early initiation of breastfeeding. A four-modelled multilevel binary logistic regression was used to examine the factors associated with early initiation of breastfeeding. The regression results were presented using adjusted odds ratio (aOR) with their respective 95% confidence interval (CI). Stata software version 17.0 was used to perform all the analyses. Results: The prevalence of early initiation of breastfeeding was 57.3% (95% CI 54.5, 60.00). Birth order was associated with early initiation of breastfeeding with the highest odds among those in the fourth birth order (aOR 1.61; 95% CI 1.08, 2.39). Mothers who practiced skin-to-skin contact were more likely to initiate breastfeeding early than those who did not (aOR 1.46; 95% CI 1.14, 1.87). There were regional disparities in the early initiation of breastfeeding. The odds of timely initiation of breastfeeding was lower among women who were delivered by caesarean section (aOR 0.22; 95%CI 0.14, 0.36), those who were working (aOR 0.57; 95% CI 0.45, 0.73), those who had four or more antenatal care visits (aOR 0.67; 95%CI 0.47, 0.94)], and those in the richest wealth quintile (aOR 0.61; 95% CI 0.38, 0.98) compared to those who had normal delivery, those who were not working, those who had zero antenatal care visits, and those in the poorest wealth quintile households, respectively. Conclusion: Our study found a relatively low prevalence of early initiation of breastfeeding among women in Mauritania. Factor such as birth order, region of residence, mother and newborn skin-to-skin contact after birth, antenatal care visits, caesarean delivery, employment status, and wealth index were associated with early initiation of breastfeeding. Improving optimal breastfeeding practices, such as early initiation of breastfeeding in Mauritania, should be given adequate attention. There is a need for interventions such as baby-friendly facilities, providing an enabling environment for mothers to breastfeed their newborns early. Addressing regional health access disparities is important to improve early initiation of breastfeeding and other maternal, newborn, and child health interventions. [ABSTRACT FROM AUTHOR]

Introduction: Adherence to iron--folic acid supplementation (IFAS) has been linked with maternal anaemia. While findings about determinants of IFAS adherence have been mixed across different research, there is inadequate evidence in relation to socioeconomic inequalities. This study aims to examine social determinants and socioeconomic inequalities of adherence to IFAS in urban and rural Indonesia. Methods: We conducted a secondary analysis of the 2017 Indonesia Demographic and Health Survey by including a total of 12 455 women aged 15--49 years. The outcome was adherence to IFAS for at least 90 days. We used multiple logistic regression analysis adjusted for the survey design to analyse factors associated with IFAS adherence. We estimated socioeconomic inequalities using the Wagstaff normalized concentration index and plotted them using the concentration curve. Results: About half of women consumed IFAS for at least 90 days, with a higher proportion in urban areas (59.0%) than in rural areas (47.8%). Social determinants of adherence to IFAS were similar for urban and rural women. Overall, being an older woman, having weekly internet access, antenatal care for at least four visits, and residing in Java and Bali were significantly linked to IFAS adherence. Higher maternal education was significantly linked to IFAS adherence in urban settings, but not in rural settings. There were interactions between place of residence and woman's education (p<0.001) and household wealth (p<0.001). Concentration indices by woman's education and household wealth were 0.102 (p<0.001) and 0.133 (p<0.001), respectively, indicating pro-educated and pro-rich inequalities. However, no significant education-related disparity was found among rural women (p=0.126). Conclusion: Women (age, education, occupation, birth number, internet access, involvement in decision-making), household (husband's education, household wealth), health care (antenatal care visit) and community (place of residence, geographic region) factors are associated with overall adherence to IFAS. These factors influence the adherence to IFAS in a complex web of deep-seated socioeconomic inequalities. Thus, programs and interventions to improve adherence to IFAS should target women of reproductive age and their families, particularly those from socioeconomically disadvantaged groups residing in rural areas. [ABSTRACT FROM AUTHOR]

Poverty mapping is a powerful tool to study the geography of poverty. The choice of the spatial resolution is central as poverty measures defined at a coarser level may mask their heterogeneity at finer levels. We introduce a small area multi-scale approach integrating survey and remote sensing data that leverages information at different spatial resolutions and accounts for hierarchical dependencies, preserving estimates coherence. We map poverty rates by proposing a Bayesian Beta-based model equipped with a new benchmarking algorithm accounting for the double-bounded support. A simulation study shows the effectiveness of our proposal and an application on Bangladesh is discussed. [ABSTRACT FROM AUTHOR]

Background: Sexual violence is a violation of women's rights, resulting in significant physical and psychological challenges and adverse reproductive health outcomes. Addressing these issues demands urgent public health interventions and support systems to mitigate the profound impact on individuals and societies. Thus, this study aimed to assess sexual violence against ever-married reproductive-age women in East Africa. Methods: Data retrieved from the recent Demographic and Health Survey (DHS) of East African countries was used, and a weighted sample of 40,740 ever-married reproductive-age women was included. To identify factors associated with sexual violence, multilevel mixed-effects models utilizing robust Poisson regression were applied. Akaike's and Bayesian information criteria, as well as deviance, were utilized to compare the models. In the multivariable regression model, adjusted prevalence ratios (APR) with 95% confidence intervals (CI) were used to estimate the strength of association, with statistical significance set at a p-value < 0.05. Result: The pooled proportion of sexual violence among ever-married reproductive-age women in East Africa was 13.05% (95% CI: 12.74–13.36). The multivariable multilevel robust Poisson regression revealed that age at first cohabitation/marriage, having a primary educational level, being employed, residing in a female-headed household, having a husband/partner who drinks alcohol, and living in rural areas were positively associated with sexual violence. On the contrary, having secondary and higher educational levels and living in communities with a high proportion of uneducated women were negatively associated with sexual violence. Conclusion: Empowering girls and women through education reduces their vulnerability. Effective programs should prioritize workplace safety, financial independence, and robust legal protections against harassment and abuse. Raising awareness about the impact of alcohol abuse on relationships and the heightened risk of sexual violence is crucial. Moreover, enhancing access to support services and community networks, especially in rural areas, is essential for preventing and responding to sexual violence. [ABSTRACT FROM AUTHOR]

Pregnancy termination remains a complex and sensitive issue with approximately 45% of abortions worldwide being unsafe, and 97% of abortions occurring in developing countries. Unsafe pregnancy terminations have implications for women's reproductive health. This research aims to compare black box models in their prediction of pregnancy termination among reproductive-aged women and identify factors associated with pregnancy termination using explainable artificial intelligence (XAI) methods. We used comprehensive secondary data on reproductive-aged women's demographic and socioeconomic data from the Demographic Health Survey (DHS) from six countries in East Africa in the analysis. This study implemented five black box ML models, Bagging classifier, Random Forest, Extreme Gradient Boosting (XGB) Classifier, CatBoost Classifier, and Extra Trees Classifier on a dataset with 338,904 instances and 18 features. Additionally, SHAP, Eli5, and LIME XAI techniques were used to determine features associated with pregnancy termination and Statistical analysis were employed to understand the distribution of pregnancy termination. The results demonstrated that machine learning algorithms were able to predict pregnancy termination on DHS data with an overall accuracy ranging from 79.4 to 85.6%. The ML classifier random forest achieved the highest result, with an accuracy of 85.6%. Based on the results of the XAI tool, the most contributing factors for pregnancy termination are wealth index, current working experience, and source of drinking water, sex of household, education level, and marital status. The outcomes of this study using random forest is expected to significantly contribute to the field of reproductive healthcare in East Africa and can assist healthcare providers in identifying individuals' countries at greater risk of pregnancy termination, allowing for targeted interventions and support. [ABSTRACT FROM AUTHOR]

Introduction: Between 2006 and 2017, antenatal care (ANC) coverage in Benin declined, potentially exacerbating inequalities and substantiating the need for health inequality monitoring. This study examines inequalities in ANC attendance in Benin, disaggregated by women's age, educational level, economic status, place of residence, region of residence, and the extent to which they have changed over time. Methods: Three rounds of the Benin Demographic and Health Surveys (2006, 2011–12, and 2017–18) were analyzed to examine inequalities in ANC coverage. An exploratory descriptive approach was adopted for the analysis. Simple [difference (D) and ratio (R)] and complex [population attributable risk (PAR) and population attributable fraction (PAF)] measures of inequalities were computed using the World Health Organization's Health Equity Assessment Toolkit (WHO's HEAT) online platform. The measures were computed separately for each of the three surveys, and their estimates were compared. Results: The findings revealed an 8.4% decline in at least four ANC visits between 2006 and 2017–18. The decline occurred irrespective of age, educational status, economic status, place of residence, and region. Region-related inequalities were the largest and increased slightly between 2006 (D = 54.6; R = 2.6; PAF = 47.8, PAR = 29.0) and 2017–18 (D = 55.8; R = 3.1; PAF = 57.2, PAR = 29.8). Education (2006: D = 31.3, R = 1.6, PAF = 40.5, PAR = 24.5; 2017–18: D = 25.2, R = 1.6, PAF = 34.9, PAR = 18.1) and rural-urban (2006: D = 16.8, R = 1.3, PAF = 17.8, PAR = 10.8; 2017–18: D = 11.2, R = 1.2, PAF = 13.1, PAR = 6.8) inequalities reduced while economic status inequalities did not improve (2006: D = 48, R = 2.2, PAF = 44.5, PAR = 26.9; 2017–18: D = 43.9, R = 2.4, PAF = 45.0, PAR = 23.4). Age inequalities were very minimal. Conclusion: ANC inequalities remain deeply ingrained in Benin. Addressing their varying levels requires comprehensive strategies that encompass both supply—and demand-side interventions, focusing on reaching uneducated women in the poorest households and those residing in rural areas and Atacora. [ABSTRACT FROM AUTHOR]

ObjectiveTo assess the impact of Comprehensive Health Insurance (CHI) coverage on mortality in children under 1 year of age in the Peruvian population from 2010 to 2022. Additionally, the study evaluated how CHI affects infant mortality according to wealth quintiles in the Peruvian population.MethodsA causal inference analysis with observational data was applied, employing propensity score matching. Participants included children under 1 year of age, surveyed through the National Demographic and Family Health Survey (ENDES) from 2010 to 2022. Variables measured included CHI affiliation and death in children under 1 year. Methods such as inverse probability weighting adjusted by regression, Average Treatment Effect on the Treated (ATET) estimation, and endogeneity test were applied.ResultsThe study population consisted of 26,319 children under 1 year, with 11,922 not affiliated with CHI and 14,397 affiliated. The ATET analysis as an exogenous treatment of CHI showed a significant reduction in infant mortality in the overall population of children by 12.6% (95% CI: 12.1 to 13.1%), in the poverty subgroup by 15.6% (95% CI: 14.9 to 16.3%), and in the non-poverty subgroup by 6% (95% CI: 5.5 to 6.4%). However, endogeneity was observed in the ATET for the non-poverty subgroup and for the overall population of children.ConclusionCHI affiliation contributes to reducing mortality in children under 1 year in the population with low economic incomes in Peru. However, this relationship is inconclusive for the general population and for the population with medium and high incomes, highlighting the importance of considering socioeconomic, demographic, and other insurance factors.

BackgroundFertility preferences refer to the number of children an individual would like to have, regardless of any obstacles that may stand in the way of fulfilling their aspirations. Despite the creation and application of numerous interventions, the overall fertility rate in West African nations, particularly Nigeria, is still high at 5.3% according to 2018 Nigeria Demographic and Health Survey data. Hence, this study aimed to predict the fertility preferences of reproductive age women in Nigeria using state-of-the-art machine learning techniques.MethodsSecondary data analysis from the recent 2018 Nigeria Demographic and Health Survey dataset was employed using feature selection to identify predictors to build machine learning models. Data was thoroughly assessed for missingness and weighted to draw valid inferences. Six machine learning algorithms, namely, Logistic Regression, Support Vector Machine, K-Nearest Neighbors, Decision Tree, Random Forest, and eXtreme Gradient Boosting, were employed on a total sample size of 37,581 in Python 3.9 version. Model performance was assessed using accuracy, precision, recall, F1-score, and area under the receiver operating characteristic curve (AUROC). Permutation and Gini techniques were used to identify the feature's importance.ResultsRandom Forest achieved the highest performance with an accuracy of 92%, precision of 94%, recall of 91%, F1-score of 92%, and AUROC of 92%. Factors influencing fertility preferences were number of children, age group, and ideal family size. Region, contraception intention, ethnicity, and spousal occupation had a moderate influence. The woman's occupation, education, and marital status had a lower impact.ConclusionThis study highlights the potential of machine learning for analyzing complex demographic data, revealing hidden factors associated with fertility preferences among Nigerian women. In conclusion, these findings can inform more effective family planning interventions, promoting sustainable development across Nigeria.

BackgroundThe time during labor and delivery is crucial for the survival of both women and their infants, as complications that occur during this period can significantly increase the risk of morbidity and mortality. In developing nations, women of reproductive age and their infants are still at risk of morbidity and death from complications associated with pregnancy and childbirth. Morbidity and death from complications of pregnancy and childbirth can be prevented through the utilization of quality care during labor and delivery. However, there is limited evidence on the magnitude and factors associated with quality intrapartum care in East Africa. Therefore, this study assessed the magnitude and associated factors of quality intrapartum care among women in East Africa.MethodsIn this study, we used the most recent Demographic and Health Survey (DHS) dataset from 2015 to 2023, covering 11 East African countries. STATA version 18 software was used for data analysis. Multi-level modeling was applied due to the hierarchical or nested structure of DHS data. Variables with a p-value of less than 0.25 in the bivariate multi-level logistic regression model were included in the multivariable multi-level logistic regression analysis. Variables with p-values less than 0.05 were considered significant factors associated with receiving quality intrapartum care.ResultsThe prevalence of receiving quality intrapartum care in East Africa was 56.38% [95% confidence interval (CI): 56.03, 56.7]. Women with primary education [Adjusted Odds Ratio (AOR) = 1.39, 95% CI: 1.33, 1.46], secondary education (AOR = 1.62, 95% CI: 1.53, 1.62), and higher education (AOR = 1.46, 95% CI: 1.33, 1.60), those in the middle (AOR = 1.28, 95% CI: 1.23, 1.34) and rich (AOR = 1.36, 95% CI: 1.31, 1.43) wealth index categories, women with one (AOR = 1.17, 95% CI: 1.09, 1.25) or 2–4 (AOR = 1.22, 95% CI: 1.16, 1.28) living children, those who perceived the distance from the health facility as not a big problem (AOR = 1.28, 95% CI: 1.24, 1.33), and women living in Rwanda (AOR = 1.30, 95% CI: 1.19, 1.41) had higher odds of receiving quality intrapartum care. Residing in rural areas (AOR = 0.82, 95% CI: 0.78, 0.86), and being from Ethiopia, Kenya, Madagascar, Malawi, Mozambique, Tanzania, Uganda, Zambia, or Zimbabwe, were factors negatively associated with receiving quality intrapartum care.Conclusion and recommendationsNearly half of the women in East African countries did not receive quality intrapartum care. Both individual and community-level variables were significantly associated with receiving quality intrapartum care in East Africa. Improving the quality of intrapartum care requires enhancing women's education, addressing socioeconomic challenges, and increasing access to health facilities through targeted interventions.

Background In low- and middle-income countries, the double burden of malnutrition is prevalent. Many countries in Africa are currently confronted with overweight and obesity, particularly among women, coupled with an increase in the prevalence of non-communicable diseases. Objective This study examines trends in overweight and obesity among Ethiopian women of reproductive age from 2005 to 2016, and identifies associated factors. Methods We used three consecutive datasets from 2005 (n = 14070), 2011 (n = 16515), and 2016 (n = 15683) demographic health survey years. Multilevel logistic regression was used to identify the determinant factors among individual- and cluster-level variables. Results The prevalence of overweight and obesity among reproductive women in Ethiopia increased steadily from 6.09% in 2005 to 8.54% in 2011, and 10.16% in 2016. However, mixed patterns were observed among the regions of the country. We found that age, education, living in urban areas, and living in a rich community are associated with becoming overweight and obese. For instance, the odds of becoming overweight and obese among women aged 35–49 were higher than those among women aged 15–24 (odds ratio [OR] = 3.62, 95% Confidence Interval [CI]:2.64–4.97). Women who completed secondary school have higher odds than those without formal education (OR = 1.64, 95% CI:1.19–2.26). Conclusion To our knowledge, this is the first study to investigate trends in the nationwide prevalence of overweight and obesity and the associated factors among Ethiopian women. This study warrants further follow-up research to identify the pathways between overweight and obesity and their probable factors.

Teenage pregnancy remains a critical public health issue in developing countries, significantly impacting maternal health. In Kenya, despite an expected decrease in teenage pregnancy rates from 18% in 2014 to 15% in 2022, evidence on its prevalence and associated factors is still limited. This study utilized data from the latest Kenya Demographic and Health Survey, analysing 6,390 participants through multilevel binary logistic regression. The findings revealed a 15.3% prevalence (95%CI: 14.4, 16.2%) and identified key factors linked to teenage pregnancy, including being aged 18–19, higher education, contraceptive use, unemployment, wealth status, media exposure, and a higher proportion of uneducated individuals. The study underscores the urgent need for strategic investment in policy development and evaluation to enhance adolescent sexual and reproductive health. Targeted interventions should prioritize economically disadvantaged households, focusing on maternal education and empowerment to reduce teenage pregnancies by 2030.

Introduction: Adherence to iron-folic acid supplementation (IFAS) has been linked with maternal anaemia. While findings about determinants of IFAS adherence have been mixed across different research, there is inadequate evidence in relation to socioeconomic inequalities. This study aims to examine social determinants and socioeconomic inequalities of adherence to IFAS in urban and rural Indonesia. Methods: We conducted a secondary analysis of the 2017 Indonesia Demographic and Health Survey by including a total of 12 455 women aged 15-49 years. The outcome was adherence to IFAS for at least 90 days. We used multiple logistic regression analysis adjusted for the survey design to analyse factors associated with IFAS adherence. We estimated socioeconomic inequalities using the Wagstaff normalized concentration index and plotted them using the concentration curve. Results: About half of women consumed IFAS for at least 90 days, with a higher proportion in urban areas (59.0%) than in rural areas (47.8%). Social determinants of adherence to IFAS were similar for urban and rural women. Overall, being an older woman, having weekly internet access, antenatal care for at least four visits, and residing in Java and Bali were significantly linked to IFAS adherence. Higher maternal education was significantly linked to IFAS adherence in urban settings, but not in rural settings. There were interactions between place of residence and woman's education (p

Abstract Background High completed fertility among married and cohabiting women has profound consequences, including straining resources, increasing healthcare challenges, and contributing to educational and gender inequalities. This study examined the factors associated with high completed fertility among married and cohabiting women aged 40–49 years in Ghana. Methods Data for the study was sourced from the 2022 Ghana Demographic and Health Survey (GDHS). A spatial map was used to present the women's geographic variations in high completed fertility. A mixed-effect multilevel binary logistic regression analysis was performed to identify the factors associated with high completed fertility. The findings were presented as adjusted odds ratios (aOR) with a 95% confidence interval (CI). Results The national proportion of high completed fertility among married and cohabiting women aged 40–49 years in Ghana was 52.0% [48.8, 55.2]. Women who were Ga/Dangme/Ewe by tribe [aOR = 2.32, 95% CI = 1.06, 5.08] had higher odds of high completed fertility than Akans. Women who indicated 6 + as their ideal number of children had a higher [aOR = 5.60, 95% CI = 2.90, 10.82] likelihood of high completed fertility compared to those whose ideal number of children was 0–3. Those who were using contraceptives at the time of the survey had a higher [aOR = 2.31, 95% CI = 1.17, 4.55] likelihood of high completed fertility compared to those who were not using contraceptives. Women with secondary/higher education [aOR = 0.32, 95% CI = 0.17, 0.58] had lower odds of high completed fertility than those without no formal education. Women with females as household heads [aOR = 0.56, 95% CI = 0.33, 0.95] had lower odds of high completed fertility than males. Women in Volta, Western North, Ahafo, and Bono regions had lower odds of high completed fertility compared to those living in the Northeast region, with the lowest odds among those living in the Volta region [aOR = 0.08, 95% CI = 0.02, 0.40]. Conclusion High completed fertility is prevalent in Ghana, with more than half of married and cohabiting women having at least five or more children. The government and policymakers in Ghana should promote education for women, increase culturally sensitive family planning programs, increase access to family planning resources, address ideal family size preferences, and improve understanding of contraceptive use.

Abstract Background The present study draws motivation from the United Nations Sustainable Development Goals and explores the nexus between access to modern cooking energy sources, responsible energy consumption, climate change mitigation, and economic growth. Using 2018 demographic and health survey data, the study examines the influence of key socioeconomic and demographic factors on household choice of cooking energy in Nigeria. Results The empirical results show that traditional energy sources are dominant among Nigerian households (74.24%) compared to modern energy sources (25.76%). Regarding energy demographics, male-headed households show more usage of modern energy sources (19.86%) compared to female-headed households (5.90%). Regional analysis reveals that the northwest region predominantly uses traditional energy sources (18.60% of the share of total traditional energy sources), while the southwest region shows the greatest usage of modern energy sources (10.52% of the share of total modern energy sources). Binary logistic regression analysis reveals the positive and statistically significant influence of wealth index, education, and geopolitical region on the likelihood of utilizing modern energy sources. Conversely, household size and place of residence indicate an inverse relationship with the likelihood of adopting modern energy sources. Conclusions These findings have important policy implications for energy efficiency, environmental sustainability, and improving the quality of life in Nigeria, which is currently plagued with significant energy poverty, especially in rural communities.

Abstract Background Sexually transmitted infections (STI) are public health problems in Ethiopia. Women have a higher chance of acquiring STI. STI complications are more severe in women compared to men. Despite that, treatment seeking for STI among women is poor. Woman empowerment and gender related factors may be playing a role for treatment seeking practice for STI. However, there are no studies that assess the association between these factors and treatment seeking practice for STI among married reproductive age women in Ethiopia. Therefore, this analysis was designed to explore this association in Ethiopia. Methods This analysis used the 2016 Ethiopian demographic and health survey (EDHS) data. The 2016 EDHS collected data about STI treatment seeking practice for STI among other variables. Data was analyzed using STATA 17.0. Sampling weights were applied to improve the representativeness of the samples. Descriptive statistics were computed to describe the characteristics of the women. Binary and multivariable logistic regression models were fitted to identify the association between treatment seeking practice for STI and predictor variables. Multicollinearity was checked using variance inflation factors before running the multivariable logistic regression. Results In this study, about 28% (95%CI: 20.87, 36.77) married reproductive age women with STI or STI symptoms sought treatment from the formal sector. Women whose husband attended secondary and higher education (AOR, 8.52; 95%CI 1.42, 51.21), and women with higher women empowerment scores (AOR 1.38, 95%CI 1.06, 1.81) had higher odds of treatment seeking for STI or STI symptoms. On the other hand, women who believe wife beating is justified had lower odds (AOR 0.32; 95%CI 0.15, 0.68) of treatment seeking for STI or STI symptoms. Conclusions Treatment seeking practice for STI among married reproductive age women in Ethiopia is low. The Ministry of Health and development partners shall conduct further research to identify barriers for treatment seeking practice. Gender variables (women empowerment and belief that wife beating is justified) were significantly associated with STI treatment seeking practice among married reproductive age women. STI prevention and control strategies shall include women empowerment and gender issues as essential component in STI prevention, treatment, and control activities.

Background: This study aimed to investigate households’ access to improved water sources, sanitation and handwashing facilities among under-18 orphans in Nigeria. Methods: Data were obtained from the 2018 Nigerian Demographic and Health Survey. A total of 6152 orphans were included. Access to improved water, sanitation and presence of handwashing facilities were the main outcome variable. SPSS version 26.0 was used for data analysis. Statistical significance was declared at p < 0.05. Results: The respondents mean age was 10.5±4.5years which about half (50.3%) were female. Respondents from rural areas were 73.8% less likely to have access to improved source of water supply compared to those who were from urban areas (OR=0.262, CI: 0.231-0.297). Also, those with higher education were 9.2 times more likely to have access to improved sanitation as compared to those who had no education (OR=9.212, CI: 1.131-75.005). Also, orphans from rural communities were 13.8% less likely to have access to basic hand washing facilities compared to those who were from urban communities (OR=0.862, CI: 0.762-0.976). Conclusion: This study revealed that some socio-demographic characteristics were significant determinants to access to improved water, sanitation and presence of handwashing facilities in the households.