Geographical clustering and geographically weighted regression analysis of home delivery and its determinants in developing regions of Ethiopia: a spatial analysis

Antenatal calcium and iron-folic acid (IFA) supplementation can reduce maternal mortality and morbidity. Yet, even when pregnant women have a stable supply of supplements, forgetting is often a barrier to adherence. We assessed the acceptability of adherence partners to support calcium and IFA supplementation among pregnant women in Kenya and Ethiopia. Adherence partners are a behaviour change strategy to improve adherence, where pregnant women are counselled to select a partner (e.g. spouse, relative) to remind them to take their supplements. We conducted trials of improved practices, a formative research method that follows participants over time as they try a new behaviour. We provided pregnant women in Ethiopia (n = 50) and Kenya (n = 35) with calcium and IFA supplements and counselling, and suggested selecting an adherence partner. For each participant, we conducted semi-structured interviews about acceptability and adherence during four interviews over six weeks. We analysed interview transcripts thematically and tallied numerical data. In Kenya, 28 of 35 women agreed to try an adherence partner; almost all selected their husbands. In Ethiopia, 42 of 50 women agreed to try an adherence partner; half asked their husbands, others asked children or relatives. Most women who did not select adherence partners reported not needing help or not having anyone to ask. Participants reported adherence partners reminded and encouraged them, brought supplements, provided food and helped address side-effects. Almost all women with adherence partners would recommend this strategy to others. Adherence partners are an acceptable, low-cost strategy with the potential to support antenatal micronutrient supplementation adherence.

Background Home delivery is associated with a high risk of maternal and neonatal mortality. The prevalence and factors associated with home delivery have been studied retrospectively among women in Ethiopia. However, no national studies have assessed pregnant women’s preferences for home delivery. Objective To assess factors associated with preferences for home delivery among pregnant women in Ethiopia. Methods We analysed a sample of 678 pregnant women derived from the 2019 performance monitoring for action cross-sectional survey. The association between pregnant women’s preferences for home delivery and several individual, household, healthcare, and community factors were explored through log-Poisson regression with robust variance. Results The weighted prevalence of pregnant women’s preferences for home delivery in Ethiopia was 33%. Pregnant women between the ages of 15–19 years (PR = 2.3; 95% CI: 1.43–4.00) had a higher preference for home delivery compared to those above 34 years. Those who had no Antenatal care (ANC) visit in the current pregnancy (PR = 1.5; 95% CI: 1.11–2.11), multipara women (PR = 1.8; 95% CI: 1.19–2.92) those who did not discuss place of delivery with their partners (PR = 1.5; 95% CI: 1.18–2.10), did not participate in a community-based program called ‘1 to 5’ network meetings (PR = 4.5; 95% CI: 1.09–18.95), and those who perceived low community support for facility delivery (PR = 2.2; 95% CI: 1.53–3.20) had a higher prevalence of home delivery preference compared to their references. Conclusions A significant proportion of pregnant women preferred home deliveries in Ethiopia. Household and community supporting factors such as not discussing place of delivery with a partner, not participating in women developmental army meetings, and perceived low community support were associated with preference for home delivery. Interventions should address these factors to increase facility deliveries in Ethiopia.

Iron and folic acid deficiency is a worldwide public health concern, particularly in low and middle-income countries. In Ethiopia, adherence to iron and folic acid supplements is still very low. Despite the fact that a number of studies on IFA supplementation have been conducted in Ethiopia, they do not indicate a nationwide problem and do not use advanced models to demonstrate clustering effects. The purpose of this study was to assess the level of non-adherence to iron folic acid supplementation and predictors among pregnant women in Ethiopia. To assess iron folic acid supplementation adherence level and its associated factors among pregnant women in Ethiopia using data from the 2019 Mini-Ethiopian demographic health survey. The Mini Ethiopian Demographic and Health Survey 2019 data were obtained from the official database website of the Demographic and Health Survey program (http://dhsprogram.com). The analysis included a sample of 2,356 weighted study participants. A multivariable multilevel mixed-effects logistic regression model was used Variables with p-values less than 5%) was reported as statistically significant variables in the multivariable analysis. The proportion of mothers who did not adhere to iron and folic acid supplements was 81.03% (95 %CI, 79.39, and 82.56). Birth interval less than 2 years [AOR: 2.03; 95% CI: 1.12, 3.66], women ever born less than six children [AOR: 1.99; 95% CI: 1.09, 3.64], starting ANC visit during first trimester [AOR: 2.74; 95 %CI: 1.03, 7.30], region [AOR = 0.24; 95% CI: 0.10], and having a high no ANC visit in the community [AOR = 1.77; 95% CI: 1.08, 2.88] were statistically significant factors. There was Intra-Custer Correlation (ICC = 17.72%), indicating that 17.72% variability in non-adherence levels was due to clusters. In Ethiopia, nearly four out of every five pregnant women did not receive iron folic acid supplementation for the recommended periods. Birth intervals, number of children, timing of ANC visits, region, and community level no ANC service were significant factors for non-adherence IFAS. As a result, the community, govern metal and non-governmental sectors enacting on health should focus on reducing non-adherence through tailored interventions on factors that influence it.

BackgroundTransplacental or fetomaternal hemorrhage (FMH) may occur during pregnancy or at delivery and lead to immunization to the D antigen if the mother is Rh-negative and the baby is Rh-positive. This can result in hemolytic disease of the fetus and newborn (HDFN) in subsequent D-positive pregnancies. Therefore, the aim of this systematic review and meta-analysis was to estimate distribution of ABO and Rh (D) blood groups among pregnant women in Ethiopia.MethodWe searched PubMed, Google Scholar, EMBASE, Cochrane Library, HINARI, AFRO Library Databases, and African Online Journal databases for all available studies using the following keywords: “High rhesus (Rh(D)) negative frequency”, “ABO blood group distribution”, “haemolytic disease of the newborn (HDN)”, “rh isoimmunization”, “anti-RhD immunoglobulin”, “D-negative pregnancies”, “Frequency”, “ABO and Rh blood group distribution”, “feto-maternal hemorrhage”, “rhesus D negative pregnant mothers”, “kleihauer-betke test (KBT)”, “Neonatal Hyperbilirubinemia”, “non-sensitized RhD-negative pregnant women”, “antenatal anti-D immunoglobulin prophylaxis”, “Hemolytic disease of the newborn (alloimmunization), Ethiopia. The search string was developed using “AND” and “OR” Boolean operators. All published and unpublished observational studies reporting the distribution of ABO and Rh (D) blood groups among pregnant women in Ethiopia were included. The study participants were all pregnant women in Ethiopia, and the main outcome measure of this systematic review and meta-analysis was Rhesus D-negative blood type and ABO blood group distribution among pregnant women in Ethiopia. The data was extracted by the author (AAA) by using a standardized JBI data extraction format. Microsoft Excel (2016), and Stata version 11.0 (Stata Corporation, College Station, Texas, USA) software were used for data entry and analysis, respectively. The random effect model was used for estimating the pooled effects, and the publication bias was assessed by visual inspection of the funnel plots and objectively by using the Egger’s test (i.e. p < 0.05).ResultsOne hundred thirty-two articles were identified through electronic database searching. Of which, 34 were excluded due to duplication, 65 through review of titles and abstracts, and 22 full-text articles were excluded for not reporting the outcome variable and other reasons. Finally, 7 were included to estimate the distribution of ABO and Rh (D) blood groups among pregnant women in Ethiopia. The pooled distribution of Rh-negative blood group among pregnant women in Ethiopia was 10.8% (95%CI: 7.53–14.07, I2 = 85%, p < 0.001). In the ABO system, type O was the most prevalent 39.9% (37.51–42.38), followed by A (30.59% (26.00–35.18)), B (23.04% (20.03–26.05)), and AB the least (4.82%(3.17–6.47)), in the pattern O > A > B > AB.ConclusionThe pooled distribution of Rh-negative blood group among pregnant women in Ethiopia was high. Rh alloimmunization remains a major factor responsible for perinatal morbidity in Ethiopia and may result in the compromise of the woman’s obstetric care due to the unaffordability of anti-D immunoglobulin. There is the urgent need for the implementation of universal access to anti-D immunoglobulin for the Rh-negative pregnant population in Ethiopia.

Anaemia is a global public he alth problem associated with increased mortality and morbidity. The highest prevalence of anaemia exists in the developing world where its causes are multi -factorial. The objective of the study was to assess the burden of anaemia and its determinants among pregnant and non- pregnant women in Ethiopia . The 2005 Demographic and Health Survey data of Ethiopia were used . Permission to download and analyze the data was granted from ORC Macro, in Calverton, USA. SPSS v10.0 was used to analyze the data. Both univariate and multivariate analysis were carried out. Trend analysis was done using the stat -calc programme on Epi -info 2002. For all statistical tests , significance level was set at p -value of 0.05. A total of 5960 women of child bearing age were included in t he analysis. The mean haemoglobin was 12.72g/dl (95%CI: 12.66, 12.78g/dl). The general prevalence of anaemia among women was 27.7% (95%CI: 26.6, 28.9%). The prevalence of anaemia was 33.0% (95%CI: 28.7, 37.2%) and 27.3% (95%CI: 26.1, 28.4%) among pregnant and non- pregnant women respectively. The chi 2 for linear trend test revealed a significant negative association between prevalence of anaemia and women’s educational status, grouped altitude of residential places and household wealth index categories (p&lt;0 .05, for all three variables). The prevalence of anaemia was positively associated with past five years fertility level ( chi 2 for linear trend=35.2, df =2, p&lt;0.0001). Not possessing any toilet facilities (OR 1.85 95%CI: 1.66, 2.1), being resident of rural area (OR 2.02 95%CI: 1.75, 2.32) and not using contraceptive methods (OR 1.63 95%CI: 1.34, 1.98) were also associated with prevalence of anaemia among women. Logistic regression showed toilet possession to be the only independent predictor of prevalence of anaemia among pregnant women (Adj OR 2.17 95%CI: 1.28, 3.85). However, regression analysis among non- pregnant women revealed not having any toilet facilities (Adj OR 1.20 95%CI: 1.02, 1.42), lowering altitude categories of residential areas and not using contraception methods (Adj OR 1.39 95%CI: 1.13, 1.72) to be independent predictors of prevalence of anaemia. In conclusion, anaemia is a moderate public health problem among women in Ethiopia but there exist significant differences in magnitude by socio -economic status of women and their families and where they live . Interventions designed to address maternal anaemia should pay attention to both nutritional and non- nutritional intervention strategies that may include environmental sanitation, de -worming, and provision and promotion of family planning methods.

BackgroundMaternal and child mortalities are the main public health problems worldwide and both are the major health concern in developing countries such as Africa and Asia. The fertility behavior of women characterized by maternal age, birth spacing, and order, impacts the health of women and children. The aim of this study was to assess the geographically variation in risk factors of high-risk fertility behavior (HRFB) among reproductive-age women in Ethiopia using the 2016 Demographic and Health Survey.MethodsA total of 11,022 reproductive-age women were included in this study. The data were cleaned and weighted by STATA 14.1 software. Bernoulli based spatial scan statistics was used to identify the presence of pure high-risk fertility behavior spatial clusters using Kulldorff’s SaTScan version 9.6 software. ArcGIS 10.7 was used to visualize the spatial distribution of high-risk fertility behavior. Geographically weighted regression analysis was employed by multiscale geographical using Multiscale geographical weighted regression version 2.0 software. A p-value of less than 0.05 was used to declare statistically significant predictors (at a local level).ResultsOverall, 76% with 95% confidence interval of 75.60 to 77.20 of reproductive age women were faced with high-risk fertility problems in Ethiopia. High-risk fertility behavior was highly clustered in the Somali and Afar regions of Ethiopia. SaTScan identified 385 primary spatial clusters (RR = 1.13, P < 0.001) located at Somali, Afar, and some parts of Oromia Regional Stateregional state of Ethiopia. Women who are living in primary clusters were 13% more likely venerable to high-risk fertility behavior than outside the cluster. In geographically weighted regression, not using contraceptives and home delivery were statistically significant vary risk factors affecting high- risk fertility behavior spatially. No contraceptive use and home delivery were statistically significant predictors (at the local level) in different regions of Ethiopia.ConclusionIn Ethiopia, HRFB varies across regions. Statistically, a significant-high hot spot high-risk fertility behavior was identified at Somali and Afar. No contraceptive use and home delivery were statistically significant predictors (at a local level) in different regions of Ethiopia. Therefore, policymakers and health planners better to design an effective intervention program at Somali, and Afar to reduce high-risk fertility behavior and Special attention needs about health education on the advantage of contraceptive utilization and health facility delivery to reduce high-risk fertility behavior.

Hepatitis B virus infection is a major public health problem among pregnant women worldwide. Hepatitis B virus is highly infectious and is the most common cause of morbidity and mortality among pregnant women, and evidence is scarce on the pooled seroprevalence of hepatitis B virus in Ethiopia. This study aimed to investigate the pooled seroprevalence of hepatitis B virus infection and factors associated with pregnant women in Ethiopia. A systematic review and meta-analysis was employed in accordance with the Preferred Reporting Items for Systematic Reviews. Searches were carried out in biomedical databases such as PubMed/Medline, Science Direct, Web of Science, Google Scholar, Hinari, and the Cochrane Library published in English until June 2023. Observational study designs were selected. Endnote citation manager was used to collect and organize the search outcomes and remove duplicate articles. The data were extracted using a Microsoft Excel spreadsheet and exported to STATA 16.0 software for the analysis. A total of 48 research articles were included in the final analysis. The pooled estimated sero prevalence of hepatitis B virus infection among pregnant women in Ethiopia was 5.78% (95% confidence interval = 5.14, 6.43). History of abortion (odds ratio = 6.56, 95% confidence interval = 4.88, 8.90), history of blood transfusion (odds ratio = 5.74, 95% confidence interval = 4.04, 8.16), history of hospitalization (odds ratio = 5.40, 95% confidence interval = 3.68, 7.94), history of multiple sexual partner (odds ratio = 5.80, 95% confidence interval = 3.71, 9.05), history of surgical procedure (odds ratio = 7.39, 95% confidence interval = 4.16, 13.14), history of tattooing (odds ratio = 4.59, 95% confidence interval = 2.83, 7.43), and history of tooth extraction (odds ratio = 4.46, 95% confidence interval = 2.42, 8.22) were significantly associated with hepatitis B virus infection among pregnant women in Ethiopia. The overall pooled prevalence of hepatitis B virus infection among pregnant women in Ethiopia is relatively high. Having a history of abortion, blood transfusion, hospitalization, multiple sexual partners, surgical procedures, tattooing, and tooth extraction were found to be risk factors for hepatitis B virus. Therefore, extensive screening programs for hepatitis B virus in all pregnant women in Ethiopia are needed to prevent further infection and decrease the vertical transmission caused by the disease. PROSPERO CRD: 42023438522.

A systematic review was conducted to evaluate the status and intake of iron, vitamin A, iodine, folate and zinc in women of reproductive age (WRA) (≥15–49 years) and pregnant women (PW) in Ethiopia, Kenya, Nigeria and South Africa. National and subnational data published between 2005 and 2015 were searched via Medline, Scopus and national public health websites. Per micronutrient, relevant data were pooled into an average prevalence of deficiency, weighted by sample size (WAVG). Inadequate intakes were estimated from mean (SD) intakes. This review included 65 surveys and studies from Ethiopia (21), Kenya (11), Nigeria (21) and South Africa (12). In WRA, WAVG prevalence of anaemia ranged from 18–51%, iron deficiency 9–18%, and iron deficiency anaemia at 10%. In PW, the prevalence was higher, and ranged from 32–62%, 19–61%, and 9–47%, respectively. In WRA, prevalence of vitamin A, iodine, zinc and folate deficiencies ranged from 4–22%, 22–55%, 34% and 46%, while in PW these ranged from 21–48%, 87%, 46–76% and 3–12% respectively. Inadequate intakes of these micronutrients are high and corresponded with the prevalence figures. Our findings indicate that nationally representative data are needed to guide the development of nutrition interventions and public health programs, such as dietary diversification, micronutrient fortification and supplementation.

Animal source foods contain quality nutrients, immunity, and behavioral outcome and are important for growth, and development. However, evidence on the level of animal source food consumption frequency and associated factors among pregnant women in Ethiopia, particularly rural residents are limited. Therefore, this study aimed to assess the consumption frequency of animal source food and to identify associated factors among pregnant women in the Haramaya district. A community-based cross-sectional study was conducted among 448 pregnant women. Data were collected through face-to-face interviews by trained research assistants, using a validated frequency questionnaire. Consumption of animal food sources was assessed by counting the frequency of each food from animal sources that pregnant women ate over a seven-day reference period. The highest tertile for animal source food consumption was considered as the high frequency of animal source food consumption; whereas the two lower tertiles were taken as the low frequency of animal source food consumption. A binary logistic regression model was used to investigate the association of the independent variables with the animal source food consumption. An adjusted odds ratio with a 95% confidence interval was reported to show an association using a p-value <0.05. The high frequency of animal source food consumption among the study participants was 24.78% (95% CI = 21%-29%). High animal source food consumption was more likely higher among respondents who were literate (AOR = 1.80; 95% CI = 1.048-3.095), and those who owned milk cows (ARO = 1.70; 95% CI = 1.003-2.863). However, respondent who reported chewing khat (AOR = 0.51; 95% CI = 0.313-0.805) (AOR = 0.56; 95% CI = 0.349-0.903), were less likely experienced animal source food consumption. We found low animal source food consumption among pregnant women in this predominantly rural setting. Women's educational level and milk cow ownership were positively associated with animal source food consumption. Additionally, a lower frequency of animal source food consumption was observed among women who reported chewing khat. Therefore, nutrition policy programs and interventions aimed at encouraging maternal nutritional guidance and counseling are recommended.

Review question / Objective: The objective of this systematic review was to synthesize the available evidence on food taboos and their perceived reasons among pregnant women in Ethiopia to posit comprehensive and precise evidence for decision making. The systematic review has addressed the following two questions: What are the various foods considered taboos by pregnant women in Ethiopia? What are the perceived reasons for food taboos by pregnant women in Ethiopia? Condition being studied: Undernutrition among pregnant women has been one of the serious public health challenges in Ethiopia. Food taboos prevent eating certain food items thus compromising one’s dietary diversity and quality which, in turn, would lead to poor health and nutritional outcomes. Evidence shows that food taboos are largely associated with maternal and fetal malnutrition during pregnancy and could have consequences on the mothers and their children later in life. Realizing such associations between food taboos and maternal undernutrition which in turn has fatal consequences, this systematic review synthesized evidence on food taboos and their perceived reasons among pregnant women in Ethiopia.

Concomitant use of medicinal plants and pharmaceutical drugs among pregnant women in southern Ethiopia

COVID-19 vaccine acceptance and predictors among pregnant women in Ethiopia: Systematic Review and Meta-Analysis

Labor pain is the nastiest conceivable pain women are involved in during labor and delivery. In this way, the end of labor pain is frequently outlined by myths and equivocalness. Hence, giving a compelling absence of pain in labor remained a challenge specifically in developing countries including Ethiopia. This systematic review and meta-analysis aimed to explore the pooled prevalence of labor analgesia and associated factors to pregnant women in Ethiopia. A systematic review and meta-analysis were utilized in agreement with the Preferred Reporting Items for Systematic Reviews. PubMed/Medline, SCOPUS, EMBASE, Web of Science, Google Scholars, and the Cochrane Library and supplemented it with manual were deliberately looked at until January 1-30, 2024. Two authors independently extricated all principal information utilizing standardized data extraction designs, and the analysis was done utilizing STATA version 17. Heterogeneity over the studies was evaluated utilizing I2 measurement. The funnel plot and Egger's weighted regression tests were utilized to assess subjective and objective publication biases respectively. Also, the pooled effect of labor pain management and the associations were evaluated utilizing a random-effects model. The general pooled prevalence of labor analgesia in the present study was 23.3% with a (95% confidence interval (CI): 13.5, 33.1). Maternal age (odds ratio (OR): 1.91; 95% CI: 1.11, 2.77), parity of the mother (OR: 0.28; 95% CI: 0.06, 0.63), history of pregnancy misfortune (OR: 0.12; 95% CI: 0.11, 0.36), length of labor (OR: 2.09; 95% CI: 1.06, 3.13), and awareness about labor analgesia (OR: 1.91; 95% CI: 0.34, 3.49) were significantly related with labor analgesia among pregnant women in Ethiopia. The generally pooled prevalence of labor analgesia among pregnant women in Ethiopia was low. Maternal age, parity of the mother, history of pregnancy loss, length of labor, and awareness of labor analgesia were factors influencing labor analgesia among pregnant women in Ethiopia. This finding proposes exceptional consideration to make laboring mothers free of pain by scaling up the strategies and utilizing labor pain administration in a way that universally recognized standards are met. PROSPERO CRD: 42024525636.

IntroductionAnimal source foods contain quality nutrients, immunity, and behavioral outcome and are important for growth, and development. However, evidence on the level of animal source food consumption frequency and associated factors among pregnant women in Ethiopia, particularly rural residents are limited. Therefore, this study aimed to assess the consumption frequency of animal source food and to identify associated factors among pregnant women in the Haramaya district.MethodsA community-based cross-sectional study was conducted among 448 pregnant women. Data were collected through face-to-face interviews by trained research assistants, using a validated frequency questionnaire. Consumption of animal food sources was assessed by counting the frequency of each food from animal sources that pregnant women ate over a seven-day reference period. The highest tertile for animal source food consumption was considered as the high frequency of animal source food consumption; whereas the two lower tertiles were taken as the low frequency of animal source food consumption. A binary logistic regression model was used to investigate the association of the independent variables with the animal source food consumption. An adjusted odds ratio with a 95% confidence interval was reported to show an association using a p-value <0.05.ResultsThe high frequency of animal source food consumption among the study participants was 24.78% (95% CI = 21%-29%). High animal source food consumption was more likely higher among respondents who were literate (AOR = 1.80; 95% CI = 1.048–3.095), and those who owned milk cows (ARO = 1.70; 95% CI = 1.003–2.863). However, respondent who reported chewing khat (AOR = 0.51; 95% CI = 0.313–0.805) (AOR = 0.56; 95% CI = 0.349–0.903), were less likely experienced animal source food consumption.ConclusionWe found low animal source food consumption among pregnant women in this predominantly rural setting. Women’s educational level and milk cow ownership were positively associated with animal source food consumption. Additionally, a lower frequency of animal source food consumption was observed among women who reported chewing khat. Therefore, nutrition policy programs and interventions aimed at encouraging maternal nutritional guidance and counseling are recommended.

BackgroundEven though maternal health was highly targeted in different global strategies, maternal mortality could not be decreased as was expected. Besides this, prior decomposition analysis to the possible cause of changes to timely first antenatal booking has not been conducted. Therefore, this study aimed to assess determinants of change in timely first antenatal booking among pregnant women in Ethiopia.MethodsThe study utilized three consecutive Ethiopia Demographic and Health Survey (EDHS) datasets which were collected through cross-sectional study design. The number of pregnant women who gave birth in 2005, 2011 and 2016 survey included in the analysis was 7,307, 7,908 and 7,590 respectively. The data were analyzed by using Stata/SE version 14.0. Logit-based decomposition analysis was done to identify contributing factors for change in timely first antenatal booking and statistical significance was determined by using P-value.ResultsThe trend of timely first antenatal booking was increased from 6% to 20% in the last ten years. The analysis revealed that 14% of the overall change was because of the change in women’s composition. Changes in the composition of women according to region, education and occupation status were the major sources of this change. The remaining, 86% of the change was due to differences in the coefficient. Mostly, the change in behaviors of the Oromia population, those who have lived in the rural areas and male household head were some of the contributing factors for the increase in timely first antenatal booking.ConclusionsThere was a significant increase in timely first antenatal booking among pregnant women in Ethiopia from 2005 to 2016 EDHS. The change in the women composition according to residency, education and occupation status of women and the difference in behaviors like: behavior of rural residents and male household head contributed to the majority of the change. Interventions targeting the male household head, rural residents and those women who lived in the Oromia region should be emphasized to increase further timely booking. In addition, promoting women in terms of education and creating job opportunities could be the other recalled intervention areas of the country.