Determinants of maternal death in a pastoralist area of borena zone, oromia region, Ethiopia: Unmatched case-control study

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Study Justification:
– Maternal mortality is a significant global issue, with over 830 deaths occurring daily, mostly in developing countries.
– Ethiopia has a high maternal mortality rate, and there is a lack of studies specifically focusing on pastoralist women.
– This study aims to assess the factors contributing to maternal death in the pastoralist area of Borena zone, Oromia region, Ethiopia.
Highlights:
– The study found that 86% of maternal deaths in the area were due to direct obstetric causes, with hemorrhage, hypertensive disorders of pregnancy, and obstructed labor being the leading causes.
– Factors contributing to maternal deaths included husbands with no formal education, mothers not attending antenatal care, and home delivery.
– The study highlights the importance of frequent and tailored antenatal care, skilled delivery, and access to education in reducing maternal deaths.
Recommendations:
– Increase access to education for husbands in the area to improve maternal health outcomes.
– Promote and ensure the attendance of pregnant women at antenatal care visits.
– Encourage and support health facility deliveries to reduce the risk of maternal deaths.
Key Role Players:
– Ministry of Health: Responsible for implementing policies and programs to improve maternal health.
– Local Health Departments: Involved in coordinating and implementing interventions at the district level.
– Health Extension Workers: Provide community-based health services and education.
– Community Leaders: Play a crucial role in promoting and supporting maternal health initiatives.
Cost Items for Planning Recommendations:
– Education Programs: Budget for initiatives aimed at increasing education levels among husbands in the area.
– Antenatal Care Services: Allocate funds for improving access to and quality of antenatal care services.
– Health Facility Upgrades: Invest in improving health facilities to ensure safe and skilled deliveries.
– Community Outreach: Allocate resources for community-based education and awareness campaigns.

The strength of evidence for this abstract is 8 out of 10.
The evidence in the abstract is strong because it is based on a community-based unmatched case-control study conducted on 236 mothers. The study provides specific data on the leading direct causes of maternal deaths in the pastoralist area of Borena zone, Oromia region, Ethiopia. The odds ratios and 95% confidence intervals were computed to determine contributing factors of maternal death and control potential confounding variables. The study also concludes with actionable steps to improve maternal health, such as promoting frequent and tailored antenatal care, skilled delivery, and access to education. However, to improve the evidence, the abstract could include more information on the methodology, such as the sampling technique and data collection process. Additionally, providing more details on the study population and demographics would enhance the overall strength of the evidence.

Background. Globally, more than 830 maternal deaths happen daily, and nearly, all of these occur in developing countries. Similarly, in Ethiopia, maternal mortality is still very high. Studies done in pastoralist women are almost few. Therefore, the objective of this study was to assess the determinant factors of maternal death in the pastoralist area of Borena zone, Oromia region, Ethiopia. Methods. Community-based unmatched case-control study was conducted on 236 mothers (59 maternal deaths (cases) and 177 controls). The sample included pregnant women aged 15-49 years from September 2014 to March 2017. Data were collected using a structured questionnaire adapted from Maternal Death Surveillance and Response Technical Guideline, entered into the EpiData, exported into SPSS for analyses. Odds ratios (ORs) and 95% confidence interval (CI) were computed to determine contributing factors of maternal death and control potential confounding variables. Results. About 51 (86%) of all maternal deaths were due to direct obstetric causes. Of this, hemorrhage (45%), hypertensive disorders of pregnancy (23%), and obstructed labor (18%) were the leading direct causes of maternal deaths. Husbands who had no formal education were 5 times higher compared with their counterparts (AOR = 5.1, 95% CI: 1.6-16). Mothers who were not attending ANC were 5 times more at risk for death than those who attend (AOR 5.3, 95% CI 2.3-12.1). Mothers who gave birth at home/on transit were twice to die compared to health facility delivery (AOR 2.6, 95% CI 2.4-6) that were contributing factors of maternal deaths. Conclusions. Husband’s level of education, lack of antenatal care, and home delivery were the factors contributing to maternal deaths in the zone. Frequent and tailored antenatal care, skilled delivery, and access to education also need due attention.

The study was conducted in the pastoralist area of the Borena zone, one of the 18 zonal administrative divisions of the Oromia region, Ethiopia. The zonal capital, Yabelo town, is located 575 km from Addis Ababa in the south direction. The zone has 13 districts (10 pastoralists and 3 agrarian), 2 town administrations, and 248 rural and 15 urban kebeles (the smallest administrative unit). Based on the 2007 GC Ethiopian Central Statistical Agency (CSA) report, the 2017 projected that total population of the zone is 1,365,753 with an estimation of 302,240 women of childbearing age (15–49 years), of which 47,391 of them (3.47% of total population) are expected to be pregnant [6]. Population density of the zone is assumed to be 23 people per km2, and 91% of them live in rural areas with arid and semiarid climate condition. Most of the rural kebeles and villages are very remote in terms of health access and facilities. The zone has 3 hospitals (1 zonal and 2 district), 66 health centers, 217 health posts, and 92 private clinics. Only 35 (53%) of 66 health centers and 3 hospitals are providing basic emergency obstetrics care and two hospitals providing comprehensive emergency obstetrics care services. A community-based unmatched case-control study was conducted among pregnant women who delivered between September 2014 and March 2017. Cases were all women of the reproductive age group who died during pregnancy, delivery, and within 42 days after delivery between September 2014 and March 2017 while controls were all women in the reproductive age group who delivered including stillbirth and abortion, those alive within 42 days after delivery between September 2014 and March 2017. Cases who fulfilled the standard case definitions of maternal death given by international classification of disease-10 (ICD-10) and controls who have a willingness to participate in the study were included. Of deaths, not related to pregnancy and/or beyond 42 days of termination of pregnancy were excluded from the study. The sample size was determined by the two population proportion formula using Epi Info version 7 considering the following assumptions: 95% CI, 80% power, 1 case to 3 control ratios (1 : 3), percent of controls represented as 45.42%, and adjusted odds ratio of 2.594 (odds of rural to urban resident) from a case-control study done at the Jimma Referral Hospital, southwest Ethiopia [5]. So, a total of 216 (54 cases and 162 controls) sample size was determined. By adding 10% for the nonresponse rate (5 cases, 15 controls), 236 (59 cases and 177 controls) samples were included in the study. Individual cases and controls fulfilling the inclusion criteria were selected retrospectively from the most recent death (for cases) and delivery including termination of pregnancy and still births (for control) until the determined sample size was achieved. All maternal deaths reported from September 2014 to March 2017 through Maternal Death Surveillance and Response (MDSR) was retrieved from verbal autopsy summary and facility-based abstraction form. Then, the sampling frame was prepared. For each selected case, three delivered mothers were interviewed as controls. But if more than three control mothers were eligible, simple random samplings were used. Data were collected by four senior midwifery nurses and two health officers with the help of health extension workers (HEWs) as a local guide, using a structured questionnaire that adapted from the Federal Democratic Republic of Ethiopia, Ministry of Health MDSR Technical Guideline [7]. The questionnaire was translated into the local language, Afan Oromo. Maternal death information was collected from maternal death reporting format (VA summary form) and facility-based abstraction form. Controls’ information was collected from women in the reproductive age group who gave birth or terminated the pregnancy in the study period. Data collectors were trained by the principal investigators for one day on the details of data collection instrument, interviewing techniques, and the importance of data quality and research ethics. For study variables, see Table 1. List of the study variables. Questionnaires filled every day were reviewed and checked for completeness and consistence by the principal investigator for keeping quality. After data collection was completed, each filled questionnaire was coded by the principal investigators. The data were entered into EpiData version 3.1 and exported into SPSS version 20 computer software programs for cleaning and analyses. For each variable under the study, simple frequency was run and used to check for entry errors, missing values, and outliers. Any identified error was cross checked with the previously coded original questionnaires using the code number and then corrected accordingly. Following the data checking for any discrepancies, descriptive analysis was performed. Bivariate logistic regression analysis was done to decide whether there is an association between maternal death and different factors to select candidate variables for multivariate logistic regression. Variables with a p value less than or equal to 0.25 or crude odds ratios show that significant association were entered into multivariate binary logistic regression to identify predictors of maternal deaths. P values of <0.05 and/or AORs with 95% CI interval not containing number 1 were taken as statistically significant. ORs, 95% CI, and p values were reported for all independent variables. Graphs and figures such as bar/pie charts and tables were used to present findings of the study. Delays and categories of delays were summarized from maternal death reporting format (VA summary) and facility-based abstraction form, which are developed based on the WHO delay modalities. Maternal death is the death of a woman while pregnant or within 42 days of the termination of pregnancy, irrespective of the duration and the site of the pregnancy, from any cause related to or aggravated by the pregnancy or its management but not from accidental or incidental causes. Direct obstetric death is maternal deaths resulting from obstetric complications of pregnancy, labor, and puerperium period, whereas indirect obstetric death is a maternal death resulting from any previously existing disease aggravated by pregnancy or disease that developed during current pregnancy. Ethical clearance was obtained from the Institutional Review Board (IRB) at College of Medicine and Health Science of Hawassa University. Permission was also gained from the Borena zone health department and respective district heath offices of the study area. Informed verbal consent was obtained from individual study participants after briefing the risks and benefits of the study. Name of the study participants was not written on the questionnaire.

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Based on the information provided, here are some potential recommendations for innovations to improve access to maternal health:

1. Mobile Health (mHealth) Solutions: Develop and implement mobile health applications that provide pregnant women and new mothers with access to information, resources, and support. These apps can provide guidance on prenatal care, nutrition, breastfeeding, and postpartum care, as well as reminders for appointments and medication.

2. Telemedicine Services: Establish telemedicine services that allow pregnant women in remote areas to consult with healthcare professionals through video calls or phone consultations. This can help address the lack of healthcare facilities and specialists in rural areas, enabling timely access to medical advice and guidance.

3. Community Health Workers: Train and deploy community health workers (CHWs) in pastoralist areas to provide basic maternal healthcare services, including antenatal care, education on safe delivery practices, and postpartum care. CHWs can also serve as a bridge between the community and formal healthcare providers, facilitating referrals and follow-up care.

4. Transportation Solutions: Improve transportation infrastructure and services in pastoralist areas to ensure that pregnant women have access to timely and safe transportation to healthcare facilities. This can include initiatives such as ambulances, mobile clinics, or transportation vouchers for pregnant women.

5. Maternal Waiting Homes: Establish maternal waiting homes near healthcare facilities in pastoralist areas. These homes provide accommodation for pregnant women who live far from healthcare facilities, allowing them to stay closer to the facility as their due date approaches, reducing the risk of delays in accessing emergency obstetric care.

6. Health Education Programs: Implement comprehensive health education programs that target both women and men in pastoralist communities. These programs should focus on raising awareness about the importance of antenatal care, skilled delivery, and the dangers of home births. They can also address cultural beliefs and practices that may hinder access to maternal healthcare.

7. Strengthening Health Facilities: Invest in improving the capacity and quality of healthcare facilities in pastoralist areas. This includes ensuring the availability of skilled healthcare providers, essential medical supplies and equipment, and emergency obstetric care services. Upgrading health centers to provide comprehensive emergency obstetric care can significantly reduce maternal mortality rates.

8. Partnerships and Collaborations: Foster partnerships and collaborations between government agencies, non-governmental organizations, and community-based organizations to collectively address the challenges of maternal health in pastoralist areas. This can lead to coordinated efforts, resource sharing, and the development of sustainable solutions.

It is important to note that these recommendations are based on the information provided and may need to be tailored to the specific context and needs of the pastoralist area in the Borena zone, Oromia region, Ethiopia.
AI Innovations Description
The study titled “Determinants of maternal death in a pastoralist area of Borena zone, Oromia region, Ethiopia: Unmatched case-control study” aimed to assess the factors contributing to maternal death in the pastoralist area of Borena zone. The study found that the leading direct causes of maternal deaths were hemorrhage, hypertensive disorders of pregnancy, and obstructed labor. Factors such as husbands’ lack of formal education, mothers not attending antenatal care, and home delivery were identified as contributing factors to maternal deaths in the zone.

Based on the findings of the study, the following recommendations can be made to develop innovations and improve access to maternal health:

1. Increase access to education: Providing education to husbands and community members can help raise awareness about the importance of maternal health and encourage support for pregnant women. This can be done through community-based education programs and initiatives.

2. Enhance antenatal care services: Efforts should be made to ensure that pregnant women have access to regular and quality antenatal care. This can be achieved by strengthening the healthcare system, training healthcare providers, and improving the availability of antenatal care services in remote areas.

3. Promote skilled delivery: Encouraging women to give birth in health facilities with skilled birth attendants can help reduce the risk of maternal deaths. This can be achieved by improving the availability and accessibility of health facilities, providing transportation support for pregnant women, and raising awareness about the benefits of skilled delivery.

4. Strengthen emergency obstetric care: Ensuring that health facilities have the necessary resources and capacity to provide emergency obstetric care is crucial in preventing maternal deaths. This includes training healthcare providers in emergency obstetric care, equipping health facilities with essential supplies and equipment, and establishing referral systems for complicated cases.

5. Address cultural and social barriers: Cultural and social factors can influence maternal health-seeking behaviors. Efforts should be made to address these barriers by engaging with community leaders, religious institutions, and traditional birth attendants to promote safe practices and encourage the use of healthcare services.

6. Improve data collection and surveillance: Strengthening maternal death surveillance systems can provide valuable information for identifying trends, monitoring progress, and informing evidence-based interventions. This includes improving data collection methods, enhancing reporting systems, and conducting regular analysis of maternal death data.

By implementing these recommendations, it is possible to develop innovative approaches that can improve access to maternal health and reduce maternal mortality in the pastoralist area of Borena zone, Oromia region, Ethiopia.
AI Innovations Methodology
Based on the provided information, here are some potential recommendations to improve access to maternal health:

1. Increase access to antenatal care (ANC): Promote and facilitate regular ANC visits for pregnant women in the pastoralist area. This can be achieved by establishing more health centers and health posts in remote areas, providing transportation services for pregnant women, and conducting awareness campaigns to emphasize the importance of ANC.

2. Improve education and awareness: Implement programs to increase education levels, particularly among husbands and community members, to raise awareness about maternal health issues. This can help overcome cultural barriers and encourage support for women to seek appropriate healthcare during pregnancy and childbirth.

3. Strengthen emergency obstetric care services: Enhance the capacity of existing health facilities to provide comprehensive emergency obstetric care. This includes training healthcare providers, ensuring the availability of essential medical supplies and equipment, and improving referral systems to ensure timely access to emergency obstetric care.

4. Promote institutional deliveries: Encourage and incentivize women to give birth in health facilities rather than at home or in transit. This can be achieved through community sensitization programs, providing financial support for transportation and delivery expenses, and ensuring the availability of skilled birth attendants in health facilities.

To simulate the impact of these recommendations on improving access to maternal health, a methodology could include the following steps:

1. Baseline data collection: Gather information on the current status of maternal health access in the pastoralist area, including indicators such as ANC attendance rates, institutional delivery rates, and maternal mortality ratios.

2. Define simulation parameters: Determine the specific variables and indicators that will be used to measure the impact of the recommendations. For example, the increase in ANC attendance rate, the decrease in home births, or the reduction in maternal mortality.

3. Data modeling: Use statistical modeling techniques to simulate the potential impact of the recommendations on the defined indicators. This could involve developing mathematical models or using existing simulation tools to estimate the changes in access to maternal health services.

4. Sensitivity analysis: Conduct sensitivity analysis to assess the robustness of the simulation results. This involves testing the impact of varying assumptions or parameters to understand the range of potential outcomes.

5. Interpretation and reporting: Analyze the simulation results and interpret the findings in terms of the projected improvements in access to maternal health. Present the results in a clear and concise manner, highlighting the potential benefits of implementing the recommendations.

It is important to note that the methodology for simulating the impact may vary depending on the available data, resources, and expertise. It is recommended to consult with experts in the field of maternal health and data analysis to ensure the accuracy and validity of the simulation process.

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