The magnitude and associated factors of immediate postpartum anemia among women who gave birth in east Gojjam zone hospitals, northwest- Ethiopia, 2020

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Study Justification:
– Maternal mortality related to labor and delivery is a global concern, with postpartum anemia contributing to 20% of these deaths.
– Immediate postpartum anemia is a common public health problem, particularly in low and middle-income countries.
– Previous studies on immediate postpartum anemia had limitations, such as using a cutoff point for anemia that was not specific to the immediate postpartum period and not addressing environmental factors like barefoot walking.
– This study aimed to assess the magnitude and associated factors of immediate postpartum anemia among women in East Gojjam zone hospitals in Ethiopia.
Study Highlights:
– The study found that the overall magnitude of immediate postpartum anemia among mothers in East Gojjam zone hospitals was 21.63%.
– Factors significantly associated with immediate postpartum anemia included not having antenatal care follow-up, assisted instrumental delivery, mid-upper arm circumferences less than 23cm, antepartum hemorrhage, and never wearing shoes.
– The study concluded that immediate postpartum anemia is a moderate public health problem in the study area.
– Recommendations include increasing antenatal care follow-up, reducing instrumental and cesarean deliveries, ensuring timely treatment for malnourished pregnant mothers, being vigilant in cases of antepartum hemorrhage, and promoting consistent use of shoes for pregnant mothers.
Recommendations for Lay Reader and Policy Maker:
– Lay Reader: It is important for pregnant women to receive regular antenatal care and follow the national guidelines for contact schedule. Instrumental and cesarean deliveries should be reduced to minimize the risk of immediate postpartum anemia. Pregnant women should be screened for malnutrition and provided with appropriate healthcare services. Awareness should be raised about the importance of wearing shoes during pregnancy. These measures can help address the burden of immediate postpartum anemia.
– Policy Maker: Policies should be implemented to ensure that pregnant women have access to regular antenatal care and follow-up. Efforts should be made to reduce unnecessary instrumental and cesarean deliveries. Resources should be allocated to provide timely treatment for malnourished pregnant women. Health facilities should be equipped to handle cases of antepartum hemorrhage. Public health campaigns should promote the consistent use of shoes among pregnant women.
Key Role Players:
– Health Ministry: Responsible for implementing policies and guidelines related to antenatal care, delivery practices, and nutrition.
– Healthcare Providers: Including doctors, midwives, and nurses who provide antenatal care, delivery services, and postpartum care.
– Community Health Workers: Involved in raising awareness about the importance of antenatal care, nutrition, and shoe-wearing during pregnancy.
– Non-Governmental Organizations (NGOs): Can support initiatives related to maternal health, nutrition, and access to healthcare services.
Cost Items for Planning Recommendations:
– Training and Capacity Building: Budget for training healthcare providers on best practices for antenatal care, delivery, and postpartum care.
– Equipment and Supplies: Allocate funds for necessary equipment and supplies to support antenatal care, delivery, and treatment of malnourished pregnant women.
– Public Health Campaigns: Budget for awareness campaigns targeting pregnant women and their families, focusing on the importance of antenatal care, nutrition, and shoe-wearing.
– Infrastructure Development: Consider the need for additional healthcare facilities or improvements to existing facilities to accommodate increased antenatal care and delivery services.
– Monitoring and Evaluation: Allocate resources for monitoring and evaluating the implementation and impact of the recommendations.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is moderately strong, but there are some areas for improvement. The study design is mentioned (institutional-based cross-sectional study), and the sample size calculation is provided. The methods section describes the data collection process and statistical analysis. The results section presents the magnitude of immediate postpartum anemia and identifies associated factors. However, the abstract could be improved by providing more specific details about the study population, inclusion and exclusion criteria, and the validity and reliability of the data collection tools. Additionally, it would be helpful to include information about potential limitations of the study and recommendations for future research.

Background Globally around half a million maternal death occurred annually related to labor and delivery of which twenty percent is contributed by post-partum anemia. Postpartum anemia contributes about two percent of total maternal mortality in Ethiopia. Immediate postpartum anemia is a common public health problem in most parts of the globe, being frequent in low and middle-income countries including in the developed world. The previous studies cut off point for immediate postpartum Anemia is 11mg/dl which is the cutoff point of anemia after one week of postpartum, environmental factors like barefoot were not addressed in the previous studies and the previous studies were conducted in a single facility This study aimed to assess the magnitude and associated factors of immediate post-partum anemia among women who gave birth in East Gojjam zone hospitals, Northwest Ethiopia. Methods Institutional based cross-sectional study was conducted from October 20-November 20 2020 on immediate post-partum anemia. During the study 467 study participants were included by using systematic random sampling method Data were collected using a structured interviewer-administered questionnaire and a blood sample was used for hemoglobin determination. Data were checked, coded, and entered into Epi-Data Version 4.2 and then exported to SPSS version 25 for analysis. Binary logistic regressions were done to identify predictors of immediate post-partum anemia and a 95% confidence interval of odds ratio at a p-value less than was taken as a significance level. Results The overall magnitude of immediate postpartum anemia among mothers who gave birth in East Gojjam Zone Hospitals were found to be 21.63% (95% CI:18.12%, 25.11%), not having antenatal care follow-up (Adjusted Odds Ratio (AOR) = 2.92;95% CI:1.20,7.06), assisted instrumental delivery (AOR = 2.72; 95% CI:1.08,6.78),mid-upper arm circumferences less than 23cm (AOR = 5.75;95% CI:3.38, 9.79), antepartum hemorrhage (AOR = 4.51; 95% CI:2.42, 8.37), never wearing shoes (AOR = 2.60; 95% CI:1.10, 6.14) were found to be significantly associated with immediate postpartum anemia. Conclusion This study indicates that immediate postpartum anemia is a moderate public health problem in the study area. A more careful strategy is ideal to increase antenatal care follow-up that sticks to national guideline contact schedule, safe reduction of instrumental and cesarean deliveries to the minimum, quick and timely linkage and treatment of malnourished pregnant mothers to the center where they get adequate health care services, along with a high index of suspicion in mothers diagnosed with antepartum hemorrhage, wise and vigilant advice on consistent use of the shoe for pregnant mothers are recommended to tackle the burden of immediate post-partum anemia.

An institutional-based cross-sectional study was conducted in East Gojjam zone Hospitals of Amhara regional state from October 20 to November 20, 2020 GC. East Gojjam zone is one of the 3rd most populous zones in the Region. It is found at 37.8087693 longitudes; 10.3287484 latitudes with 807meter minimum and 4236 meters elevation· It covered a total area of 14,009.74 square Kms. Based on the 2007 National Census conducted by the Central Statistical Agency of Ethiopia (CSAE), projection, and East Gojjam zone administration office report; this zone in 2019 has an estimated 2,719,118 population, of whom 1,335,123 are females, and 1,383,995 are males and the total female reproductive age groups are 91,634. It has 19 districts and 5 town administrations, which have 392 administrative kebeles and 40 urban kebeles. Debre Markos is the capital town of the East Gojjam zone, located 265 Km from Bahir Dar and 299 Km from Addis Ababa. This Zone has one comprehensive specialized Hospital, one General Hospital, 8 Primary Hospitals, 104 Health Centers, and 406 Health Posts [13]. There are about 10 hospitals in the study area as we stated above and a total of 2090 deliveries in ten Hospitals per month. Debre Markos Comprehensive Specialized hospital accounts 505, Mota General hospital 287, Lumamie Primary Hospital 249, Bibugn primary Hospital 186, Shebel Berenta primary hospital 183, Merto-lemariam primary hospital 160, Yejube primary hospital 160, Dejen Primary hospital 132, Bichena Primary hospital and Debre- work primary hospital 112 per month. This zone also has 22 seniors, 160 midwives, and 101 general practitioners in gynecology and obstetrics-related area of service [14]. A total of 467 sample size was calculated by using Epi-Info stat Calc version 7.2 population survey by taking assumption of population size >10,000,95% confidence level, prevalence of immediate post-partum anemia 24.3% from previous study [15], margin of error 5%,design effect 1.5, 10% non-response rate. The sample size for the factor /the second objective was calculated by using Epi-Info statclc by taking five associated factors from previous studies and the greatest sample size among the five was 272 which is less than the sample size from the first objective then we took the sample size of the first objective. A multistage sampling technique was employed to select the hospitals and the study participants with the assumption of homogeneity of the service in East Gojjam Zone hospitals. Five out of the ten were selected by simple random sampling technique using the lottery method. Bichena Primary hospital, Lumamie Primary Hospital, Shebel Berenta primary hospital, Merto-lemariam primary hospital, and Motta general hospital. The study participants were allocated to the proportion of client flow in each Hospital and the participants were selected by using a systematic random sampling technique every 2 case intervals before the mothers were discharged. Kth- interval, K = Nn, where: N = Total population immediate post-partum at the selected five Hospitals, n = Total sample size, then k = 1,065/467 = approximately every 2 mothers will take but, calculating K-value for each hospital was necessary by using K1 = N1/n1, K2 = N2/n2… (K = 2.27, 2.24, 2.25 …. approximately every 2 immediate postpartum women was taken to each hospital after the first case selecting randomly between 1 and K). Immediate postpartum anemia. Socio-demographic factors (age, residence, religion, ethnicity, marital status, educational status, occupation, and family income). Obstetrics history-related variables (parity, multiple pregnancies, ANC follow-up, birth interval, previous abortion history, history of previous anemia, mode of delivery, tear, episiotomy, and neonatal birth weight). Dietary and micronutrient utilization variables (iron-folic acid intake and mid-upper arm circumference). Environmental-related variables (distance from a health facility, shoe-wearing status, and availability of toilet facility). Co-existing disease-related variables (malaria, HIV/AIDS, tuberculosis). Operational definitions. Immediate postpartum period: the time just after the child’s birth by any mode of delivery via spontaneous vertex delivery, instrumental and cesarean delivery to the first 24 hours [16]. Immediate postpartum anemia (IPA): when the hemoglobin level is less or equal to 10g/dl in the immediate postpartum period, within 24 hours of post-delivery. Good adherence to IFA: Supplementation means women who had taken iron folate supplements ≥90 days during the most recent pregnancy [17]. Distance from health facility: If the living house of the individual is greater than two hours walking from the health facility is considered as far from a health facility. MUAC: If the individual postpartum woman has less than 23 cm of arm circumferences considered a lower MUAC in this study. Availability of toilet: If an individual has any type of toilet in their compound or nearby their compound that is not used commonly consider as availability of toilet facility. Barefoot walking: If people do not wear any types of shoes in their life considered as barefoot in this study. English version of the data collection interviewer-administered questionnaire, which was adapted from various kinds of literature [15, 18, 19] was used to collect the data from study participants and client’s medical records from October 20-November 20,2020. It has five parts, socio-demographic characteristics, obstetrics history related, dietary and micronutrient utilization, Co-existing disease-related, and environmental-related characteristics. Five non-employed diploma midwives collected the data and two additional BSC midwives supervised the data collection process. Those data collectors and supervisors were recruited randomly by lottery method among non-employees. Data collection was done by these midwives who were not employed to minimize social desirability bias, one data collector for each hospital and two supervisors for all were assigned. The data collectors took the lab request to the laboratory department for determination of the hemoglobin level after obtaining verbal informed consent eight hours after delivery then data collectors went to the laboratory and brought the EDTA tube and syringe with needle back to the mother then after 1 ml of venous blood was drowned from participants using aseptic technique by data collectors then taken to laboratory back for hemoglobin determination by using automated hematology analyzer Mindray done by laboratory technologies working at each hospital and determined. Data on IFA was collected by interviewing the woman for how long she took the supplement daily for a minimum of ninety days and MUAC was measured by tape meters measurement on a non-dominant hand following delivery, likewise, data on Co-existing disease was collected by reviewing her chart for investigations and interviewing her about known co-existing disease. To assure the data quality high emphasis was given to designing data collection tools. The pretest was conducted on 5% of the sample size at Fenot Selam general hospital and necessary corrections on the instrument were employed accordingly. the one-day training was provided for data collectors and supervisors regarding the objectives of the study, data collection methods, the significance of the study, data collection tool, ethical considerations, and way of abstracting necessary information from the client’s medical records and themselves. During data collection, assigned supervisors visited and supervised the data collection process and checked the completeness of the filled questionnaires. All collected questionnaires were rechecked for completeness and coded; then, the data were entered and cleaned using Epi data version 4.2software and exported to SPSS version 25, for further analysis. Descriptive Statistics like frequency and cross-tabulation were carried out to characterize the study populations using socio-demographic and other variables. Bivariable logistic regression was employed to identify the association between dependent and independent variables, those variables having a p-value of <0.25 in the Bivariable analysis were fitted into multivariable logistic regression analysis with backward like hood ratio to control the effects of confounding factors. Ninety-five percent confidence interval of odds ratios was computed and a p-value of less than 0.05 was considered to declare the statistical significance. The assumption of the binary logistic regression model was checked by using the Hosmer and Lemeshow test of goodness of fit test. Tables and graphical presentations were used to present the findings of the study. An ethical clearance letter was obtained from the Ethical Review Committee (ERC) of Debre Markos University College of Health Science with a reference number of HSC/R/C/Scr/Co/34/11/13. Upon bearing ethical review; the administration of each Hospital provided us permission to access the sample from the clients. The purpose of the study was explained and informed consent was obtained from each study participant. Privacy and confidentiality of all information were kept by coding throughout the research work.

Based on the provided information, here are some potential innovations that can be used to improve access to maternal health:

1. Mobile Health (mHealth) Applications: Develop and implement mobile applications that provide pregnant women with access to information and resources related to maternal health. These apps can provide educational materials, appointment reminders, and access to healthcare professionals through telemedicine.

2. Community Health Workers: Train and deploy community health workers to provide maternal health education, support, and referrals in rural and underserved areas. These workers can help bridge the gap between healthcare facilities and communities, ensuring that pregnant women receive the necessary care and support.

3. Telemedicine: Establish telemedicine services to enable pregnant women to consult with healthcare professionals remotely. This can be particularly beneficial for women in remote areas who may have limited access to healthcare facilities.

4. Transportation Solutions: Develop transportation solutions to address the challenge of accessing healthcare facilities. This can include initiatives such as providing affordable transportation options or partnering with ride-sharing services to ensure that pregnant women can easily reach healthcare facilities for prenatal care and delivery.

5. Maternal Health Vouchers: Implement voucher programs that provide pregnant women with financial assistance to cover the costs of maternal healthcare services. This can help reduce financial barriers and improve access to essential prenatal care and delivery services.

6. Maternal Health Clinics: Establish dedicated maternal health clinics that provide comprehensive care for pregnant women, including prenatal care, delivery services, and postpartum support. These clinics can be designed to be easily accessible and equipped with the necessary resources and healthcare professionals.

7. Health Education Campaigns: Launch targeted health education campaigns to raise awareness about the importance of maternal health and encourage women to seek timely and appropriate care. These campaigns can utilize various communication channels, including radio, television, social media, and community outreach programs.

8. Public-Private Partnerships: Foster collaborations between public and private sectors to improve access to maternal health services. This can involve leveraging private sector resources and expertise to enhance healthcare infrastructure, expand service delivery, and improve the quality of care.

9. Maternal Health Insurance: Develop and implement affordable and accessible health insurance schemes specifically tailored for maternal health. This can help alleviate the financial burden associated with maternal healthcare and ensure that pregnant women have access to necessary services.

10. Maternal Health Monitoring Systems: Implement robust monitoring systems to track and analyze maternal health indicators. This can help identify areas of improvement, monitor progress, and inform evidence-based decision-making to enhance access to maternal health services.

It is important to note that the implementation of these innovations should be context-specific and tailored to the needs and resources of the specific region or community.
AI Innovations Description
Based on the study conducted in East Gojjam zone hospitals in Ethiopia, the following recommendations can be developed into an innovation to improve access to maternal health:

1. Increase antenatal care follow-up: Implement a more careful strategy to increase antenatal care follow-up among pregnant women. This can be achieved by adhering to the national guideline contact schedule and providing comprehensive and regular antenatal care services.

2. Safe reduction of instrumental and cesarean deliveries: Promote safe and appropriate delivery methods by reducing unnecessary instrumental and cesarean deliveries to the minimum. This can be achieved through proper assessment of the need for these interventions and ensuring that they are only performed when medically necessary.

3. Timely treatment of malnourished pregnant mothers: Establish a quick and timely linkage and treatment system for malnourished pregnant mothers. This includes identifying and referring malnourished pregnant women to centers where they can receive adequate healthcare services and nutritional support.

4. Increased awareness and management of antepartum hemorrhage: Increase awareness among healthcare providers about the importance of early detection and management of antepartum hemorrhage. This includes providing training and resources to healthcare providers to improve their ability to diagnose and manage this condition effectively.

5. Promotion of consistent use of shoes for pregnant mothers: Provide wise and vigilant advice to pregnant mothers on the consistent use of shoes. This can help prevent infections and injuries that may contribute to immediate postpartum anemia.

By implementing these recommendations, access to maternal health can be improved, and the burden of immediate postpartum anemia can be reduced in the study area.
AI Innovations Methodology
Based on the provided information, here are some potential recommendations for improving access to maternal health:

1. Increase Antenatal Care (ANC) Follow-up: Implement strategies to encourage pregnant women to attend regular ANC visits. This can be achieved through community outreach programs, health education campaigns, and incentives for attending ANC appointments.

2. Safe Reduction of Instrumental and Cesarean Deliveries: Promote the appropriate use of instrumental and cesarean deliveries to minimize the risk of postpartum anemia. This can be done by ensuring that these procedures are only performed when medically necessary and by providing training to healthcare providers on alternative delivery methods.

3. Timely Linkage and Treatment of Malnourished Pregnant Mothers: Develop a system to quickly identify and provide adequate healthcare services to malnourished pregnant women. This can involve collaboration between healthcare facilities, nutrition programs, and community health workers to ensure timely intervention and support.

4. Increased Awareness and Management of Antepartum Hemorrhage: Implement educational programs for healthcare providers and pregnant women to improve the detection and management of antepartum hemorrhage. This can include training on early warning signs, emergency response protocols, and the importance of seeking immediate medical attention.

5. Promotion of Shoe-Wearing for Pregnant Women: Raise awareness about the benefits of wearing shoes during pregnancy to reduce the risk of infections and injuries. This can be achieved through community health campaigns, distribution of affordable footwear, and education on proper foot care.

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

1. Define the indicators: Identify specific indicators that will be used to measure the impact of the recommendations. For example, the percentage of pregnant women attending ANC visits, the rate of instrumental and cesarean deliveries, the proportion of malnourished pregnant women receiving timely treatment, etc.

2. Collect baseline data: Gather data on the current status of the indicators before implementing the recommendations. This can be done through surveys, interviews, and analysis of existing data sources.

3. Implement the recommendations: Put the recommendations into action, ensuring that they are implemented consistently and effectively across the target population.

4. Monitor and evaluate: Continuously monitor the indicators to track changes over time. This can involve regular data collection, analysis, and reporting. Evaluate the impact of the recommendations by comparing the post-implementation data with the baseline data.

5. Adjust and refine: Based on the evaluation results, make any necessary adjustments or refinements to the recommendations. This can involve identifying areas of success and areas that require further improvement.

6. Repeat the process: Continuously iterate and repeat the methodology to further improve access to maternal health. This can involve implementing additional recommendations, expanding the target population, or addressing new challenges that arise.

By following this methodology, it will be possible to simulate the impact of the recommendations on improving access to maternal health and make informed decisions for future interventions.

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