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Background: Women in the early postpartum period face substantial unmet needs in contraception to encourage birth intervals and reduce unintended pregnancies. The widespread ownership of mobile devices offers an opportunity to employ mobile health strategies for enhancing communication between healthcare providers and clients. However, little is known about the effectiveness of mobile health interventions to improve early adoption of contraceptive methods after childbirth in Ehiopia., Objective: This study aimed to evaluate the effectiveness of a mobile health intervention in enhancing the uptake of modern contraceptive methods in the early postpartum period in Dessie and Kombolcha cities, northeast Ethiopia., Methods: The research was conducted in Dessie and Kombolcha cities zones located in the Amhara region of Northeast Ethiopia from 15th January to 15th June, 2023. Pregnant women with a confirmed gestation of 30 weeks were enrolled and followed up to the 45-day postpartum period. The study employed a cluster randomized control trial involving 764 participants (381 controls and 383 in the intervention group). The intervention group received a new mobile health intervention in addition to the existing healthcare practices, while the control group solely adhered to the current healthcare practices. Data were collected using the Open Data Kit (ODK) and exported to STATA 17 for analysis. The marginal model Generalized Estimating Equations (GEE) through the application of an exchangeable working correlation was applied. The effect of the intervention on the outcome was measured using the odds ratio with a 95% confidence interval at a p-value less than 0.05 significant level., Results: The study found that 78.7% of participants in the control group and 77.3% in the intervention group had sexual practice after childbirth. The proportion of early postpartum contraceptive uptake in the intervention group (51.6%) was significantly higher than in the control group (38%). The odds of adopting modern contraceptive methods during the early postpartum period were 1.6 times higher among mothers who received the mHealth intervention compared to those in the control group (AOR: 1.6, 95% CI: 1.249-2.123). The study identified significant predictors for the uptake of contraceptive methods during the early postpartum period, including having a live newborn (AOR: 3.7, 95% CI: 1.034-13.353), parity (AOR: 1.7, 95% CI: 1.069-2.695), and previous experience with contraceptive initiation (AOR: 0.5, 95% CI: 0.358-0.912)., Conclusion: This study findings demonstrated that the potential effectiveness of mobile health interventions in promoting timely contraceptive adoption during early postpartum period. The mobile health intervention, combined with factors such as timing of previous contraceptive initiation, newborn status, and maternal parity, significantly enhances the likelihood of early contraceptive adoption. These nuanced insights provide a strong foundation for developing targeted health interventions and policies aimed at improving early postpartum contraception., Registration: The trial was registered on December 23, 2022, in the Protocol Registration and Results System (PRS) Clinical Trial Registry, www.ClinicalTrials.gov, ID: ClinicalTrials.gov ID: NCT05666037., Competing Interests: The authors declare that there is no any conflict of interest., (Copyright: © 2024 Cherie 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.)

Background: Despite progress in access to family planning services in many sub-Saharan African countries in recent decades, advances in effective early postpartum contraceptive adoption remain low, and the unmet need for early postpartum contraceptives is high. In Ethiopia, early postpartum modern contraceptive method uptake is still unacceptably low. The barriers/challenges have not yet been sufficiently explored. A deep and detailed understanding of the contextualized barriers and challenges in the adoption of early postpartum contraceptive methods is crucial in developing future locally-appropriate interventions., Objectives: This study aimed to explore barriers/challenges to the uptake of early postpartum modern contraceptive methods after childbirth in Dessie and Kombolcha zones, in northeast Ethiopia., Methods: Aconventional content analysis qualitative study was deployed in Dessie and Kombolcha town zones, northeast Ethiopia using a theoretical purposive sampling technique. A total of 57 study subjects were participated. The sample size was determined using the rule of information saturation through 7 key informant interviews, 6 in-depth interviews, and 5 focused-group discussions with 8-10 participants each. Data were collected using an unstructured interview guide and recorded using a digital audio recorder and field notes. The trustworthiness of the study was assured using different techniques. The collected data were transcribed and translated from native language to English. Atlas-ti version7 software was used to facilitate conventional content qualitative data analysis approach. Open coding, categories, subthemes, and overreaching themes were developed, and a conceptual model of barriers was organized through network analysis., Result: Barriers to uptake of early postpartum modern contraception quoted by study participants and themed were related knowledge, attitude, family-community, health facility, contraceptive method, cultural, religious, fertility desire, gender issues, and misconceptions. The sub-themes of knowledge-related barriers that emerged were lack of awareness of the time to take birth control methods, not knowing the time pregnancy is likely after childbirth, and not being committed to taking contraceptives early enough after childbirth. Moreover, beliefs that modern contraceptives cause breast milk to dry up and perceived low fecundability after childbirth were indicated as attitude barriers. Health facility barriers were lack of reminders and follow-up mechanisms, sporadic service delivery and opening time, long waiting time, and card withdrawal process and providers' approach. Social stigma, child sex preference, and religious restrictions against contraceptive use were community barriers., Conclusion: Generally individual, facility-based, method-related, misconceptions, societal, and cultural barriers were identified as hindrances to the uptake of early postpartum modern contraceptive methods. There is a need for health-seeking behavioral interventions, innovative contraceptive methods, and facility-level interventions to overcome each identified barrier., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2024 Cherie 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.)

Background: Modern contraceptive utilization is the most effective intervention to tackle unintended pregnancy and thereby reduce abortion and improve maternal, child, and newborn health. However, multilevel factors related to low modern contraceptive utilization and the robust analysis required for decision-making were scarce in Ethiopia., Objective: To investigate the individual and community-level predictors of modern contraceptive utilization among reproductive-age women in Ethiopia., Methods: We utilized data from a cross-sectional 2019 Performance Monitoring for Action Ethiopia survey. The survey employed a stratified two-stage cluster sampling method to select households for inclusion. In Stata version 16.0, the data underwent cleaning, aggregation, and survey weighting, following which a descriptive analysis was performed utilizing the "svy" command. Subsequently, the primary analysis was executed using R software version 4.1.3. We fitted a two-level mixed effects logistic regression model on 6,117 reproductive-age women nested within 265 enumeration areas (clusters). The fixed effect models were fitted. The measures of variation were explained by intra-cluster correlation, median odds ratio, and proportional change in variance. The shrinkage factor was calculated to estimate the effects of cluster variables using the Interval odds ratio and proportion opposed odds ratio. Finally, the independent variables with a significance level of (P<0.05) and their corresponding Adjusted Odds ratios and 95% confidence intervals were described for the explanatory factors in the final model., Results: In Ethiopia, the prevalence of modern contraceptive utilization was only 37.% (34.3 to 39.8). Women who attained primary, secondary, and above secondary levels of education were more likely to report modern contraceptive utilization with AOR of 1.47, 1.73, and 1.58, respectively. Divorced/widowed women were less likely to report modern contraceptive utilization (AOR:0.18, 95% CI 0.13,0.23) compared to never-married women. Discussions between women and healthcare providers at the health facility about family planning were positively associated with modern contraceptive utilization (AOR:1.84, 95% CI: 1.52, 2.23). Community-level factors have a significant influence on modern contraceptive utilization, which is attributed to 21.9% of the total variance in the odds of using modern contraceptives (ICC = 0.219). Clusters with a higher proportion of agrarian (AOR: 2.27, 95% CI 1.5, 3.44), clusters with higher literacy (AOR: 1.46, 95% CI 1.09, 1.94), clusters with empowered women and girls about FP (AOR: 1.47, 95% CI 1.11, 1.93) and clusters with high supportive attitudes and norms toward FP (AOR: 1.37, 95% CI 1.04, 1.81) had better modern contraceptive utilization than their counterparts., Conclusion: In Ethiopia, understanding the factors related to modern contraceptive use among women of reproductive age requires consideration of both individual and community characteristics. Hence, to enhance family planning intervention programs, it is essential to focus on the empowerment of women and girls, foster supportive attitudes towards family planning within communities, collaborate with education authorities to enhance overall community literacy, pay special attention to pastoralist communities, and ensure that reproductive-age women as a whole are targeted rather than solely focusing on married women., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2024 Gebrekidan 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.)

Introduction: The first year after birth is an ideal time to offer contraception services, as many women have many opportunities to be in contact with the health care system. Nevertheless, a large number of postpartum women in developing countries do not use the service owing to the interplay of factors operating at various stages. Therefore, this study aimed to assess predictors of modern contraceptive use in the extended postpartum period., Methods: A community based retrospective cross-sectional study was done among 1281 women who gave birth within 12 months preceding the survey. Kaplan-Meier plots and log rank tests were used to explore the rate of modern contraceptive use. The Weibull regression survival model with multivariate frailty was employed to identify the predictors of time to contraception., Results: Of the respondents, 59.1% (95% CI: 56.8%-62.2%) had started using modern contraceptive methods within 12 months after birth. By the second month after birth, only 11.1 percent of the women surveyed started to use a contraceptive method, which increased steadily to 25.9%, 37.7%, and 59.5% at 6, 9, and 12 months, respectively. The most preferred contraceptive method was injectable (71.5%), followed by implants (21.5%). Women's education (aHR = 1.29; 95%CI: 1.02, 1.66), four or more antenatal care (aHR  =  1.59; 95% CI: 1.22, 2.06), early initiation of antenatal care (aHR = 2.03; 95% CI: 1.28, 3.21), and early postnatal checkup (aHR  =  1.39; 95% CI: 1.12, 1.73) were statistically significant predictors of earlier initiation of modern contraceptive methods., Conclusions: A substantial proportion of women did not use modern contraceptive methods in the first year after birth. Maternal services were found to be the sole predictors in postpartum contraceptive use. Findings suggest the importance of linking postpartum family planning along the continuum of care. The observed heterogeneity at cluster level also urges the need of disaggregating data for decision-making., Competing Interests: The authors have declared that no competing interests exist.

Background: Ethiopia is among the countries with the highest neonatal mortality with the rate of 37 deaths per 1000 live births. In spite of many efforts by the government and other partners, non-significant decline has been achieved in the last 15 years. Thus, identifying the determinants and causes are very crucial for policy and program improvement. However, studies are scarce in the country in general and in Jimma zone in particular., Objective: To identify the determinants and causes of neonatal mortality in Jimma Zone, Southwest Ethiopia., Methods: A prospective follow-up study was conducted among 3463 neonates from September 2012 to December 2013. The data were collected by interviewer-administered structured questionnaire and analyzed by SPSS V.20.0 and STATA 13. Verbal autopsies were conducted to identify causes of neonatal death. Mixed-effects multilevel logistic regression model was used to identify determinants of neonatal mortality., Results: The status of neonatal mortality rate was 35.5 (95%CI: 28.3, 42.6) per 1000 live births. Though significant variation existed between clusters in relation to neonatal mortality, cluster-level variables were found to have non-significant effect on neonatal mortality. Individual-level variables such as birth order, frequency of antenatal care use, delivery place, gestation age at birth, premature rupture of membrane, complication during labor, twin births, size of neonate at birth and neonatal care practice were identified as determinants of neonatal mortality. Birth asphyxia (47.5%), neonatal infections (34.3%) and prematurity (11.1%) were the three leading causes of neonatal mortality accounting for 93%., Conclusions: This study revealed high status of neonatal mortality in the study area. Higher-level variables had less importance in determining neonatal mortality. Individual level variables related to care during pregnancy, intra-partum complications and care, neonatal conditions and the immediate neonatal care practices were identified as determinant factors. Improving antenatal care, intra-partum care and immediate neonatal care are recommended.