Prediction of unplanned cesarean section using measurable maternal and fetal characteristics, Ethiopia, a retrospective cohort study.

BACKGROUND: When a pregnant woman experiences unusual circumstances during a vaginal delivery, an unplanned cesarean section may be necessary to save her life. It requires knowledge and quick assessment of the risky situation to decide to perform an unplanned cesarean section, which only occurs in specific obstetric situations. This study aimed to develop and validate a risk prediction model for unplanned cesarean sections among laboring women in Ethiopia. METHOD: A retrospective follow-up study was conducted. The data were extracted using a structured checklist. Analysis was done using STATA version 14 and R version 4.2.2 software. Logistic regression was fitted to determine predictors of unplanned cesarean sections. Significant variables were then used to develop a risk prediction model. Performance was assessed using Area Under the Receiver Operating Curve (AUROC) and calibration plot. Internal validation was performed using the bootstrap technique. The clinical benefit of the model was assessed using decision curve analysis. RESULT: A total of 1,000 laboring women participated in this study; 28.5% were delivered by unplanned cesarean section. Parity, amniotic fluid status, gestational age, prolonged labor, the onset of labor, amount of amniotic fluid, previous mode of delivery, and abruption remained in the reduced multivariable logistic regression and were used to develop a prediction risk score with a total score of 9. The AUROC was 0.82. The optimal cut-off point for risk categorization as low and high was 6, with a sensitivity (85.2%), specificity (90.1%), and accuracy (73.9%). After internal validation, the optimism coefficient was 0.0089. The model was found to have clinical benefits. CONCLUSION: To objectively measure the risk of an unplanned Caesarean section, a risk score model based on measurable maternal and fetal attributes has been developed. The score is simple, easy to use, and repeatable in clinical practice.

Experience and perceptions of healthcare providers on clinical management and care of near-miss infants: a qualitative content analysis.

INTRODUCTION: Neonatal Near Miss (NNM) refers to neonates with severe complications who almost died but survived immediately after birth. In Ethiopia, the prevalence of NNM has been assessed using a validated Neonatal Near-Miss Assessment Scale. However, understanding the experiences and perceptions of healthcare providers in the clinical management and care of NNM infants remains unexplored. The aim was to investigate the determinants contributing to the survival of neonatal near-miss babies and to identify any barriers encountered, as reported by the experiences of healthcare providers in public hospitals of Amhara Regional State, northwest Ethiopia. METHODS: Semi structured interviews were used to collect data from 25 midwives, nurses, and pediatricians with at least six months of prior experience in one of the labor wards or neonatal intensive care units at one of the four public health hospitals in the Amhara Regional state of northwest Ethiopia included in a large intervention study assessing a NNM scale. Purposeful sampling was used, selecting participants based on their experiences related to the aim of this study. The participants had a varying level of education and years of experience to care for NNM infants. The average age of the healthcare providers was 31 years, with 7 years of work experience. The transcripts of the interviews with the healthcare providers were analyzed using qualitative content analysis. RESULTS: The experience and perceptions of healthcare providers was described in the main category "A sense of hopelessness when caring for the baby" capturing a broader emotional and professional aspect, while the subcategories "Unclear responsibilities discharging one's mission", "Provision of kangaroo mother care" and "Quick action required at birth" are more specific and practical. Healthcare providers perceived a sense of hopelessness when caring for the NNM infant, particularly providing Kangaroo Mother Care (KMC) and quick actions when required at birth to save the life of the infant. CONCLUSION: Unclear responsibilities and a sense of hopelessness could have acted as barriers, hindering the ability of healthcare providers to fulfill their mission of taking swift actions and providing KMC to NNM infants, thus impacting their ability to save the lives of these infants. Healthcare providers' and parents' attitudes must be changed towards hope rather than hopelessness when caring for NNM infants.

Development and validation of a nomogram for predicting low birth weight among pregnant women who had antenatal care visits at Debre Markos Comprehensive and Specialized Hospital, Ethiopia.

Background: Birth weight is a crucial factor linked to a newborn's survival and can also affect their future health, growth, and development. Earlier, researchers focused on exploring maternal and fetal factors contributing to low birth weight. However, in recent years, there has been a shift toward effectively predicting low birth weight by utilizing a combination of variables. This study aims to develop and validate a nomogram for predicting low birth weight in Ethiopia. Methods: A retrospective follow-up study was conducted, and a total of 1,120 pregnant women were included. Client charts were selected using a simple random sampling technique. Data were extracted using a structured checklist prepared on the KoboToolbox (Cambridge, Massachusetts in the United States) and exported to STATA version 14 (Computing Resource Center in California) and R version 4.2.2 (University of Auckland, New Zealand) for data management and analysis. A nomogram was developed based on a binary logistic model, and its performance was assessed by discrimination power and calibration. Internal validation was performed using bootstrapping. To evaluate the clinical impact, decision curve analysis was applied. Results: The nomogram included gestational age, hemoglobin, primigravida, unplanned pregnancy, and preeclampsia. The AUROC of the predicted nomogram was 84.3%, and internal validation was 80.1%. The calibration plot indicated that the nomogram was well calibrated. The model was found to have clinical benefit. Conclusion: The nomogram demonstrates strong discrimination performance and can predict low birth weight clinically. As a result, it can be used in clinical practice, which will help clinicians in making quick and personalized predictions simply and rapidly, enabling the early identification and medical intervention. For broader applicability, the nomogram must be externally validated.

Development and validation of a prognosis risk score model for preterm birth among pregnant women who had antenatal care visit, Northwest, Ethiopia, retrospective follow-up study.

BACKGROUND: Prematurity is the leading cause of neonatal morbidity and mortality, specifically in low-resource settings. The majority of prematurity can be prevented if early interventions are implemented for high-risk pregnancies. Developing a prognosis risk score for preterm birth based on easily available predictors could support health professionals as a simple clinical tool in their decision-making. Therefore, the study aims to develop and validate a prognosis risk score model for preterm birth among pregnant women who had antenatal care visit at Debre Markos Comprehensive and Specialized Hospital, Ethiopia. METHODS: A retrospective follow-up study was conducted among a total of 1,132 pregnant women. Client charts were selected using a simple random sampling technique. Data were extracted using structured checklist prepared in the Kobo Toolbox application and exported to STATA version 14 and R version 4.2.2 for data management and analysis. Stepwise backward multivariable analysis was done. A simplified risk prediction model was developed based on a binary logistic model, and the model's performance was assessed by discrimination power and calibration. The internal validity of the model was evaluated by bootstrapping. Decision Curve Analysis was used to determine the clinical impact of the model. RESULT: The incidence of preterm birth was 10.9%. The developed risk score model comprised of six predictors that remained in the reduced multivariable logistic regression, including age < 20, late initiation of antenatal care, unplanned pregnancy, recent pregnancy complications, hemoglobin < 11 mg/dl, and multiparty, for a total score of 17. The discriminatory power of the model was 0.931, and the calibration test was p > 0.05. The optimal cut-off for classifying risks as low or high was 4. At this cut point, the sensitivity, specificity and accuracy is 91.0%, 82.1%, and 83.1%, respectively. It was internally validated and has an optimism of 0.003. The model was found to have clinical benefit. CONCLUSION: The developed risk-score has excellent discrimination performance and clinical benefit. It can be used in the clinical settings by healthcare providers for early detection, timely decision making, and improving care quality.

Prevalence and factors associated with sexual and reproductive health services use among reproductive age women with disabilities: a community based cross-sectional study.

BACKGROUND: According to International Convention on the Right of Person with Disabilities (CRPD), all nations should discern Sexual and Reproductive Health (SRH) as human rights and needs of all people living with disabilities. Women and girls with disabilities are highly vulnerable to SRH disparities including unintended pregnancy, acquiring sexual transmitted infections and unsafe abortion. Little has known about SRH service uptake and influencing factors among reproductive aged women living with disabilities. METHODS: A community-based cross-sectional study was conducted from January 1-30, 2021, the central Gondar zone selected districts. A total of 535 reproductive-age (18-49 years) women with disabilities had been interviewed through face-to-face using structured questionnaire. Multistage cluster sampling method was applied. A binary logistic regression model was computed to look the relationship between independent variables and uptake of SRH, and p-value < 0.05 was a cut-off point to declare statistical significance. RESULTS: A total of 33.27% (178/535) women with disabilities used at least one SRH service in the last twelve months preceding the survey. Those who had three or more children [AOR = 4.85; 95% CI (1.24-9.71)], autonomy to visit health care facilities [AOR = 3.30; 95% CI (1.45-6.92)], lived with sexual partner [AOR = 9.2; 95% CI (2.84-13.60)], subjected to radio/television in daily bases [AOR = 5.9; 95% CI (1.26-13.04)], autonomy to visit friends and relatives [AOR = 3.95; 95% CI (1.28-12.17)], had a discussion with family members about sexual and reproductive health [AOR = 9.36; 95% CI (3.44-17.47)], and engaged in sexual activity after the age of 18 years [AOR = 7.2; 95% CI (2.51-14.45)] were important predictors for service uptake. CONCLUSIONS: Only one in three reproductive age women with disabilities used at least one SRH service. These findings suggest that accessing information through mainstream media exposure, having full autonomous to visit friends and families, open discussion with family members, live with sexual partner, having optimal family size and starting sexual act at the recommended age improve the uptake of SRH services. Therefore, the stakeholders (both governmental and non-governmental) need to make efforts to increase the uptake of SRH services.

Effect of fetal malposition, primiparous, and premature rupture of membrane on Neonatal Near miss mediated by grade three meconium-stained amniotic fluids and duration of the active first stage of labor: Mediation analysis.

BACKGROUND: In many low-income countries, including Ethiopia, neonatal mortality remains a major concern. For every newborn that dies, many more neonates survived (near-miss neonates) the first 28 days after birth from life-threatening conditions. The generation of evidence on neonatal near-miss determinants could be a critical step in reducing neonatal mortality rates. However, studies causal pathway determinants are limited in Ethiopia. This study aimed to investigate the Neonatal Near-miss determinants in public health hospitals in Amhara Regional State, northwest Ethiopia. METHOD: A cross-sectional study was conducted on 1277 mother-newborn pairs at six hospitals between July 2021 and January 2022. A validated interviewer-administered questionnaire and a review of medical records were used to collect data. Data were entered into Epi-Info version 7.1.2 and exported to STATA version 16 in California, America for analysis. The paths from exposure variables to Neonatal Near-Miss via mediators were examined using multiple logistic regression analysis. The adjusted odds ratio (AOR) and ß-coefficients were calculated and reported with a 95% confidence interval and a p-value of 0.05. RESULTS: The proportion of neonatal near-misses was 28.6% (365/1277) (95% CI: 26-31%). Women who could not read and write (AOR = 1.67,95%CI:1.14-2.47), being primiparous (AOR = 2.48,95% CI:1.63-3.79), pregnancy-induced hypertension (AOR = 2.10,95% CI:1.49-2.95),being referred from other health facilities (AOR = 2.28,95% CI:1.88-3.29), premature rupture of membrane (AOR = 1.47,95% CI:1.09-1.98), and fetal malposition (AOR = 1.89,95% CI:1.14-3.16) were associated with Neonatal Near-miss. Grade III meconium stained amniotic fluid partially mediated the relationship between primiparous (ß = 0.517), fetal malposition (ß = 0.526), pregnant women referred from other health facilities (ß = 0.948) and Neonatal Near-Miss at P-value < 0.01. Duration of the active first stage of labour partially mediated the relationship between primiparous (ß = -0.345), fetal malposition (ß = -0.656), premature rupture of membranes (ß = -0.550) and Neonatal Near-Miss at P- value <0.01.It had also a significant indirect effect (ß = 0.581, P<0.001) on NNM with variables (primiparous, fetal malposition, and premature rupture of membranes). CONCLUSIONS: The relationship between fetal malposition, primiparous, referred from other health facilities, premature rupture of membrane, and Neonatal Near miss were partially mediated by grade III meconium stained amniotic fluid and duration of the active first stage of labour. Early diagnosis of these potential danger signs and appropriate intervention could be of supreme importance in reducing NNM.

Pelvic Floor Disorders and Pelvic Floor Muscle Exercise: A Survey on Knowledge, Attitude, and Practice among Pregnant Women in Northwest Ethiopia.

The purpose of the study was to investigate 1: overall knowledge of pelvic organ prolapse (POP) and urinary incontinence (UI) as well as knowledge, attitudes, and practice of pelvic floor muscle exercise (PFME); and 2: the association of these factors with parity in pregnant women in Gondar, Ethiopia. A facility-based cross-sectional study was performed in the Central Gondar zone, northwest Ethiopia between February and April 2021. The associations between parity and knowledge of POP and UI, and knowledge, attitude, and practice towards PFME were estimated using logistics regression models and presented as crude and adjusted odds ratios with 95% confidence intervals. Nulliparous women were used as the reference. Adjustments were made for maternal age, antenatal care visits, and level of education. The study sample comprised 502 pregnant women: 133 nulliparous, and 369 multiparous. We found no association between parity and knowledge of POP, UI, or knowledge, attitude, and practice toward PFME. The sum score indicated poor knowledge about both POP, UI, and PFME in the study population, and poor attitude and practice of PFME. Despite a high attendance in antenatal care services, knowledge, attitude, and practice were poor, indicating a need for quality improvement of the services.

The proportion of dropouts from the maternity continuum of care and its predictors among antenatal booked women who gave birth in the last 12 months in Northwest Ethiopian women: a community-based cross-sectional study.

Introduction: maternity continuum of care is the continuity of maternity health care services that a woman uses in antenatal care, skill birth attendant, and postnatal care. This continuum of care in maternal health has become one of the government concerns and programs for planning and evaluating strategies within the currently existing maternal health system of Ethiopia. It is an important intervention in reducing maternal and neonatal morbidity and mortality. However, there is no clear information on the proportion of dropouts from the maternity continuum of care in Ethiopia. This study aimed to assess the proportion and associated factors of dropout from the maternity continuum of care among mothers who gave birth in the last 12 months in Debre Markos town, Northwest Ethiopia, 2018. Methods: a dropout from the maternity continuum of care was considered as a woman who had at least one visit of antenatal care but did not use SBA and postnatal care. A community-based cross-sectional study with a cluster sampling technique was conducted among 605 mothers who gave birth in the last 12 months in Debre Markos town. The data were collected from August 1-30/ 2018 using face-to-face interviews through pretested and semi-structured questionnaires. Multivariable logistic regression models were fitted to determine factors associated with dropout from the maternity continuum of care. P<0.05 was considered statistically significant. Results: the percentage of dropping out of the maternity continuum of care was found to be 32.2 % (95%CI: 28.4-36.2). No exposure to media (Adjusted Odds Ratio [AOR] = 2.62, CI: 1.47-4.68), women who heard about Postnatal care (AOR= 0.07, 95%CI: 0.04-0.15), unplanned pregnancy (AOR= 3.40, CI: 1.11-10.39), and having<4 Antenatal care follow up (AOR = 3.03, CI: 1.96-4.69) were statistically significant variables with the dropout from the maternity continuum of care. Conclusion: in this study, the proportion of dropouts from the maternity continuum of care is found to be high. Interventions aiming to improve retention in ANC care should be given emphasis.

Risk factors of dropout from institutional delivery among HIV positive antenatal care booked mothers within one year postpartum in Ethiopia: a case-control study.

BACKGROUND: The uptake of maternal healthcare services remains suboptimal in Ethiopia. Significant proportions of antenatal care attendees give birth at home in the context of HIV. However, in Ethiopia, evidence is scarce on the predictors of dropout from maternity continuum of care among HIV-positive mothers. Therefore, this study aimed to supply valuable information on risk factors regarding dropout of HIV-positive mothers for institutional delivery services in northwest Ethiopia. METHODS: A multicenter case-control study was conducted at governmental health facilities in Gondar City from May one to June 30/2018. A total of 222 HIV-positive women were included in the study. Data were collected using structured questionnaires and checklists through face-to-face interview and chart review; entered into EPI INFO version seven, and then exported to SPSS version 25. Both descriptive and analytical procedures were performed. Binary logistic regression analysis was undertaken. A significant association was declared based on the adjusted odds ratio (AOR) with its 95% CI and p-value of ≤ 0.05. RESULTS: This study illustrates that maternal age of ≥ 35 years (AOR = 2.37; 95%CI: 1.13,5.13), unmarried marital relation (AOR = 3.28; 95%CI: 1.51, 7.13), unemployed spousal occupation (AOR = 3.91; 95%CI: 1.54, 9.91), family monthly income of ≤ 36 US dollar (AOR = 4.87; 95%CI: 2.08, 11.42) and no obstetric complication in the index pregnancy (AOR = 13.89; 95%CI: 2.73, 27.71) were positively associated with dropout from institutional delivery among HIV positive antenatal care booked mothers. CONCLUSION: In this study, the risk factors of dropout from institutional delivery in the context of HIV-positive women were connected to social determinants of health such as advanced maternal age, unmarried marital status, unemployed husband occupation, and low family income. Therefore, interacting with the health system by focusing on these women in lower socio-economic strata and unmarried HIV-positive ANC attendees, and increasing access to information on obstetric complications during the antenatal care visit would retain clients in the continuum of maternity services.

Birth preparedness and complication readiness practice and associated factors among pregnant women in Northwest Ethiopia: 2018.

BACKGROUND: Birth-preparedness and complication readiness is a comprehensive strategy aimed at promoting the timely utilization of skilled maternal and neonatal health care. Pregnancy-related complications both on the mother and the newborn could be largely alleviated if there is a well-consolidated birth preparedness and complication readiness plan developed during pregnancy and implemented at the time of delivery. OBJECTIVE: To determine the prevalence of birth preparedness and complication readiness practice (BPCR) and associated factors among pregnant women in North Gondar Zone, Northwest Ethiopia, 2018. METHODS: A community based cross-sectional study was conducted among pregnant women in North Gondar Zone from March 2017 to February 2018. A multistage clustered sampling technique was used to enroll a total of 1620 participants. The data were collected by face to face interviews using pretested and semi-structured questionnaires at baseline and following delivery. The data were entered using EPI-data version 3.1 and analyzed using STATA version 14 software. Bivariate and multivariable logistic regression model was fitted to assess factors with BPCR practice. Adjusted odds ratio (AOR) with 95% confidence interval was used to determine the association between covariates and the outcome variable. RESULTS: From a total of 1620 pregnant women only 1523 (94.0%) mothers were followed at the end line. The prevalence of BPCR plan during pregnancy was 66.1% [95% CI: 63.8, 68.5] and the practice at the time of delivery was 73.5% [95% CI 71.3, 75.7]. Of the total respondents who mentioned having a BPCR plan, 76.4% practiced at the time of delivery. Frequency of ANC visits [AOR = 1.97; 95% CI: 1.67, 2.32], larger number of family in the household [AOR = 1.14; 95%CI: 1.00, 1.30], highest wealth asset [AOR = 1.87; 95%CI: 1.16, 3.01], Multigravidity [AOR = 0.30; 95% CI: 0.15, 0.62], husband involvement in decision making [AOR = 2.2; 95% CI: 1.25, 3.82], counseled on BPCR [AOR = 2.35; 95% CI: 1.51, 3.68], were found to be significantly associated with BPCR practice. CONCLUSION: BPCR practice at the time of delivery was higher than previous studies conducted in the country. However, BPCR practice was found to be lower than the standard that every woman should practice the plan at the time of delivery. Intersectoral collaborative interventions required to improve the economic status and living standard of families in the community as well as various awareness creation strategies should be implemented to support women to attend ANC follow-up visits.

Corrigendum to "Prevalence and Predictors of Postpartum Depression: Northwest Ethiopia".

[This corrects the article DOI: 10.1155/2020/9565678.].

Mixed Infant Feeding Practice and Associated Factors among HIV-Positive Women under Care in Gondar City's Public Health Facilities within Two Years Postpartum: A Cross-Sectional Study.

BACKGROUND: Mixed infant feeding practice remains a major setback for effective prevention of mother to child transmission of HIV program and updated evidences on this issue is essential for better interventions. Therefore, this study was aimed at assessing the proportion and associated factors of mixed infant feeding practice among HIV-positive women under care in public health institutions in Gondar city within two years postpartum, Ethiopia, 2017. METHODS: A cross-sectional study was conducted on 485 HIV-positive women under care in Gondar City's health facilities from May 1 to June 30/2017. Data were collected via interviewer administered questionnaire supplemented with chart review, entered into Epinfo version 7.0 and then exported to SPSS version 20.0. Both bivariable and multivariable analyses were done, and the statistical significance of each variable was claimed based on the adjusted odds ratio (AOR) with 95% confidence interval (CI) and its P value ≤0.05. RESULT: The proportion of HIV-positive women practicing mixed infant feeding was 21.6%. Whereas, about 73.8% and 4.5% of the mothers demonstrated exclusive breastfeeding and exclusive replacement feeding, respectively. Mixed infant feeding practice was independently predicted by lack of antenatal care (AOR = 6.9; 95% CI: 3.4, 14.1) and home delivery (AOR = 2.8; 95% CI: 1.4, 5.4). CONCLUSION: The magnitude of mixed infant feeding practice was higher than the reports of many other studies, and its predictors were connected to poor adherence to maternal health care service utilization. Hence, stakeholders need to work more on ANC and facility delivery service coverage.

Prevalence and Predictors of Postpartum Depression: Northwest Ethiopia.

BACKGROUND: Postpartum depression is an umbrella, which encompasses several mood disorders that follow childbirth within 6 weeks. Screening for postpartum depression would improve the ability to recognize these disorders and enhance care that ensures improved clinical outcomes. Early identification of postpartum depression is important in order to plan for implementation strategies that allow for timely treatment and support of women with postpartum depression. OBJECTIVE: To determine the prevalence and associated factors of postpartum depression among women who gave birth in the last six weeks in Gondar town, Northwest Ethiopia, 2018. METHODS: A community based cross-sectional study was conducted among 526 women who gave birth in the last 6 weeks from July 1 to 30, 2018 in Gondar town. Cluster sampling technique was used. Data were collected by semi-structured and pretested questionnaire and entered into epi-Info version 7.0 and then analyzed by SPSS version 20.0. Both bivariate and multivariable logistic regression model were fitted. Adjusted odds ratio with 95% confidence interval has been computed and variables with p-value <0.05 were considered statistically significant. RESULTS: The prevalence of postpartum depression among 526 postnatal women was 25% (95% CI: 21, 28). Abortion history (AOR = 1.79, 95% CI: 1.07, 2.97), birth weight <2.5 kg (AOR = 3.12, 95% CI: 1.78, 5.48), gestational age below 36 weeks (AOR = 2.18, 95% CI: 1.22, 3.88) unplanned pregnancy (AOR = 2.02, 95% CI: 1.24, 3.31), relatives' mental illness (AOR = 1.20: 1.09-3.05), had no antenatal visit (AOR = 4.05, 95% CI: 1.81, 9.05), had no postnatal visit (AOR = 1.82, 95% CI: 1.11, 3.00) were factors significantly associated with postpartum depression. Conclusion and Recommendations. The prevalence of PPD was found to be higher. Variables like abortion history, low birth weight, gestational age below 36 weeks, unplanned pregnancy, relatives' mental illness, had no antenatal visit, and had no postnatal visit were predisposing factors to postpartum depression. Preventive measures to avoid low birth weight and pregnancy complications are also identified as proactive ways to reduce postpartum depression. Early identification and treatment of depression during ANC and postpartum care can mitigate the impact of PPD on the mother-baby dyad. Emphasis must be given women to have ANC and PNC follow up.

Proportion of Maternal Near-Miss and Its Determinants among Northwest Ethiopian Women: A Cross-Sectional Study.

BACKGROUND: Life-threatening situations might arise unexpectedly during pregnancy. Maternal near-miss can be a proxy for maternal death and explained as women who nearly died due to obstetric-related complications. It is recognized as the predictor of level of care and maternal death. Maternal near-miss evaluates life-threatening pregnancy-related complications, and it directs the assessment of the quality of obstetric care. OBJECTIVE: To determine the proportion and factors associated with maternal near-miss at maternity wards at the University of Gondar Referral Hospital, Northwest Ethiopia, 2019. METHODS: A cross-sectional study design was carried out from March 1 to June 20, 2019, using WHO criteria for maternal near-miss at the University of Gondar Referral Hospital. The data are from the interviews and review of 303 systematically selected participants' medical files at maternity wards. Bivariate and multivariable logistic regression analyses were performed to analyze factors associated with maternal near-miss, including estimation of crude and adjusted odds ratios and their respective 95% confidence intervals and p value less than 0.05 through SPSS version 20. RESULT: The study revealed that the proportion of maternal near-miss was found to be 15.8% (95%CI = 11.9%-20.1%). In the adjusted analyses, maternal near-miss was significantly associated with low (≤1000 ETB) monthly income (AOR = 399; 95%CI = 1.65, 9.65), seven or more days of hospital stay (AOR = 5.43; 95%CI = 2.49, 11.83), vaginal bleeding (AOR = 2.75, 95%CI = 1.17, 6.47), and pregnancy-induced hypertension (AOR = 5.13; 95%CI = 2.08, 12.6). Conclusion and Recommendation. The near-miss proportion was comparable to that in the region. Associated factors were low monthly income, seven or more days of hospital stay, vaginal bleeding, and pregnancy-induced hypertension. Thus, giving attention on early identification and treatment of these potential factors can be the opportunity in the reduction of maternal morbidity and mortality.

Antenatal depression and its correlates on northwestern Ethiopian women: community-based cross-sectional study.

INTRODUCTION: mental health during pregnancy is a very important but neglected problem in most African countries including Ethiopia. In general, there was a scarce of studies on antenatal depression at the community level in Ethiopia. Therefore, this study was aimed at assessing the prevalence and correlates of antenatal depression among postpartum women in Gondar city, Northwest Ethiopia. METHODS: a community-based cross-sectional study was conducted in Gondar city among 526 women from July 01st to 30th/2018. A cluster sampling technique was employed and an interviewer-administered semi-structured questionnaire was utilized to collect the data. The data were entered into Epi-info version 7.0 and exported to SPSS version 20. Both bivariate and multivariable logistic regression analyses were performed. The level of statistical significance was declared based on the AOR with 95% CI and P-value ≤0.05. RESULTS: the prevalence of ante partum depression was 24.1% (95% CI: 20.5-27.5) and it was independently predicted by relatives' mental illness (AOR = 2.30; 95% CI: 1.17-4.53), sex preference (AOR = 1.80; 95% CI: 1.07-3.02), lack of relatives' support (AOR = 2.07; 95% CI: 1.12-3.87), unhappy marriage (AOR = 2.94; 95% CI: 1.81-4.76), history of depression (AOR = 5.23; 95% CI: 2.87-9.50) and no or one alive child (AOR = 1.78; 95% CI: 1.13-2.79). CONCLUSION: the prevalence of ante partum depression was high and connected to poor psycho-social experiences. Therefore, building-up of family's network, fortifying relatives' support, resolving unhappy spousal relationships, and assuming early screening and intervention would degrade its burden.