Background Majority of this world is concerned by malnutrition. Ethiopia is one of the Sub Saharan Africancountries known by poverty, childhood diseases, high mortality and poor infrastructures and technology. The study aimed to examine differences within individuals and between clusters in nutritional status of under-five children and to identify socioeconomic factors using adequate nutrition of children in Ethiopia. Method: Data was obtained from Ethiopian 2019 Mini Demographic and Health Survey surveyed by Ethiopian Public Health Institute. A weighted sub- sample of 8768 under-five children was drawn from the dataset. Spatial statistics was used to analysis spatial variations of malnutrition of children in clusters of regional areas of Ethiopia. Multilevel modeling was used to look at demographic, socioeconomic factors at individuals and clusters levels. Result At national level the proportion of stunting, underweight and wasting among under-five children were 39.5 percent, 29.8 percent and 15.4 percent respectively. The Global Moran Index’s value for children malnutrition result in Ethiopia was (for stunting I = 0.204, P-value = < 0.0001, for underweight I = 0.195, P-value = < 0.0001 and for wasting I = 0.152, P-value = < 0.0001). Spatial variability of malnutrition of under-five children across the clusters of Ethiopia observed. Result of heterogeneity between clusters obtained was \({X}^{2}=147.25, {X}^{2}=211.43 and {X}^{2}=201.43\)respectively for stunting, underweight and wasting with P = < 0.0001 providing evidences of variation among regional clusters with respect to the status of nutrition of under-five children.Multilevel model result revealed that high differences of malnutritionin individual households and regional clusters in the under-five children in Ethiopia. Conclusion The model showed that there were spatial variations in malnutrition among clusters in Ethiopia. Child age in month, breast feeding, family educational level, wealth index, place of residence, media access and region were highly significantly associated with childhood malnutrition. Inclusion of explanatory variables in multilevel model has shown that a significant impact on variation in malnutrition among individual households and regional clusters. Accessible resources, promoting education,use media to expand activities regarding nutritional and health services and through health workers and health institutions in Ethiopia is significant.

Background World Health Organization recommends exclusive breastfeeding (EBF) for the first 6 months of life. EBF has sustainable long-term health benefits for both infants and mothers. Despite its benefits, the practice of EBF in Ethiopia is lower than the internationally recommended one. This study aimed at identifying factors influencing EBF practice among under-6 month infants in Ethiopia. Methods This study used data drawn from the 2019 Ethiopian Mini Demographic and Health Survey (2019 EMDHS) data. A multivariable logistic regression model was employed to investigate factors significantly associated with EBF practice among under-6 month infants in Ethiopia. An adjusted odds ratio with 95% confidence interval was used to measure the association of factors with EBF practice. Results A total of 566 infants under the age of 6 months were included in the study. The prevalence of exclusive breastfeeding practice was 83% (95% CI: 79.70–86%). Urban residences (AOR: 0.40, 95% CI: 0.22–0.73), mothers having secondary education (AOR: 1.54, 95% CI: 1.29–1.84) and higher education (AOR: 3.18, 95% CI: 0.68–15.02), mothers having ANC visits of 1 to 3 times (AOR: 1.52, 95% CI: 1.24–1.88) and ANC visits of 4 and more times (AOR: 4.27, 95% CI: 1.06–17.25), family size of more than 5 (AOR: 0.45, 95% CI: 0.26–0.88), caesarean births (AOR: 0.63, 95% CI: 0.42–0.95), and deliveries at health facilities (AOR: 2.51, 95% CI: 1.12–5.63) were factors significantly associated with EBF practice among under-6 month infants. Conclusion In this study, EBF practice among under-6 month infants was significantly associated with place of residence, maternal educational level, ANC visits, family size, mode of delivery, and place of delivery. Therefore, encouraging ANC visit and promotion of institutional (health facility) delivery are recommended. Furthermore, special attention has to be given to mothers with no or less education to make them better aware of the EBF and its benefits to enhance exclusive breastfeeding practice.

Introduction: Early neonatal death, which occurs during the prenatal period, is defined as the death of a newborn between 0 and 7 days after birth. It is one of the major public health problems in several developing countries. This study aimed to determine the early neonatal mortality rate and identify determinants of early neonatal mortality in Somalia region of Ethiopia. Methods: The data used for this study were drawn from the 2019 Ethiopia Mini Demographic and Health Survey (2019 EMDHS) data. A multivariable logistic regression model was used to identify the determinants of early neonatal mortality. Adjusted odds ratio (AOR) with 95% CI was used to examine the association of factors with early neonatal mortality. Results: A total of 637 live births were included in this study. The early neonatal mortality rate in the study was 44 (95% CI: 31, 65) deaths per 1000 live births. Male babies (AOR: 1.628; 95% CI: 1.152–4.895), babies delivered at home (AOR: 2.288; 95% CI: 1.194–6.593), and babies born from uneducated mothers (AOR: 2.130; 95% CI: 1.744–6.100) were at increased risk of death in the first 7 days of life after birth. Contrarily, decreased risk of death of babies in the first 7 days of life after birth was associated with urban residence (AOR: 0.669; 95% CI: 0.033–0.721) and singleton (AOR: 0.345; 95% CI: 0.070–0.609). Conclusion: The early neonatal mortality rate in the region was high. The study revealed that sex of child, place of residence, birth type, mother’s educational level, and place of delivery were the determinants of the death of babies in the first 7 days of life after birth. Hence, providing health education to uneducated mothers and enhancing institutional delivery is recommended to minimize the early neonatal mortality rate in the region.