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Background: Although Ethiopia has substantial improvements in various health indicators such as maternal and child mortality, the burden of neonatal mortality remains high. Between 2016 and 2019, neonatal mortality increased from 29 deaths per 1,000 live births to 33 deaths per 1,000 live births. This study aimed to explore the spatial patterns and factors contributing to neonatal mortality in Ethiopia., Methods: Data from the Ethiopian Demographic and Health Surveys (EDHS) for the years 2000, 2005, 2011, 2016, and 2019 were analyzed. The EDHS sampling design uses a two-stage cluster sampling technique, considering census enumeration areas as primary sampling units and households as secondary sampling units. We used the Spatial Scan analysis in SaTScan and Getis-Ord Gi* statistic in Geographic Information System (GIS), to analyse the spatiotemporal patterns of neonatal mortality. Maternal, newborn and health service-related factors contributing to neonatal mortality were also analyzed using a multilevel logistic regression model. Adjusted Odds Rios (AOR) with corresponding 95% CI were presented as a measure of association and a P-value of 0.05 was used to declare statistical significance., Results: During the initial three consecutive surveys, there was a consistent pattern of hot spot clusters in the Amhara and Benshangul Gumuz regions, along with certain parts of the Oromia region. However, in later surveys, these clusters shifted to the eastern parts of the country, notably including the Somali region. Early initiation of breast feeding was associated with reduced chances of neonatal death (Adjusted Odds Ratio [AOR]) = 0.27; 95% Confidence Interval [CI]: 0.23, 0.32). Neonates born at home (AOR = 1.46; 95% CI: 1.16, 1.82) and male babies had a higher likelihood of mortality during the neonatal period compared to their counterparts (AOR = 1.36; 95% CI: 1.24, 1.51). The odds of neonatal mortality increased with the number of children a mother had ever given birth to (AOR = 1.36; 95% CI: 1.24, 1.51). In contrast, longer birth intervals were associated with a reduced risk of neonatal mortality (AOR = 0.76; 95% CI: 0.68, 0.83)., Conclusion: The central southern, central-western, north-western, and northern parts of Ethiopia had most of the neonatal death clusters in the first three rounds of DHS while eastern Ethiopia had the highest neonatal mortality clusters in the latest two surveys. Our results underscore the importance for policymakers and health administrators to reassess intervention approaches and reallocate resources to regions identified as hot spots for neonatal mortality. Enhancing the initiation of breastfeeding within the first hour of birth would improve newborn survival rates. Special attention and care need to be given to babies born of smaller sizes., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2024 Kibret et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)

Objectives: Although tuberculosis (TB) related stigma has a significant impact on the diagnosis, patient adherence with treatment, and recovery from the disease, there is limited evidence from Ethiopia regarding perceived stigma among patient with pulmonary tuberculosis (PTB).The purpose of this study was to assess perceived stigma and associated factors among patient with PTB on treatment in southwest Ethiopia., Methods: Institution-based cross-sectional study was conducted from April to May 2019 among 410 patient with PTB. Data were collected by using the perceived tuberculosis stigma scale. Epi data v3.1 and SPSSv23 were used for data entry and analysis. Multivariable logistic regression models were fitted to identify factors associated with perceived stigma. Results are presented as adjusted odds ratios (AORs) with 95% confidence intervals (CIs)., Result: Prevalence of perceived stigma among patient with Pulmonary tuberculosis was 57.1% (95% CI: 52.2, 61.7). Poor social support (AOR = 2.41; 95% CI: 1.06, 5.48), above a month duration of illness (AOR = 2.48; 95% CI: 1.33, 4.64), high perceived stress (AOR = 1.95; 95% CI:1.09, 3.49), current khat use (AOR = 1.88; 95% CI:1.05, 3.37), and presence of depression (AOR = 8.18; 95% CI:4.40, 15.22) were significantly associated with perceived stigma. Patient with HIV co-infection were 5.67 times (AOR = 5.67; 95% CI: 2.32, 13.87) more likely to have Perceived stigma than their counterparts., Conclusion: TB related stigma was reported by more than half of the study participant. Stigma reduction measures are needed to lower TB related stigma perceived by the patient, the level of distress associated with it, and to promote the psychological wellbeing of patient with TB., Competing Interests: The authors have declared that no competing interests exist.