Knowledge of postpartum complications and associated factors among women who gave birth in the last 12 months in Arba Minch Town, Southern Ethiopia, 2019: A communitybased cross-sectional study

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Study Justification:
The study aimed to assess the knowledge of postpartum complications and associated factors among women who gave birth in the last 12 months in Arba Minch Town, Southern Ethiopia. This study is important because the knowledge of women about obstetric complications can help them seek healthcare earlier, reducing the risk of maternal deaths. By understanding the factors associated with knowledge of postpartum complications, interventions can be developed to improve women’s knowledge and ultimately improve maternal health outcomes.
Highlights:
– The study found that the knowledge of women on postpartum complications was low, with only 23.9% of women having adequate knowledge.
– Factors associated with higher knowledge included secondary and above educational level, grand multiparity, having four or more antenatal care visits, and self-decision making power to seek care.
– The study highlights the importance of improving women’s educational level, decision-making power, and counseling during antenatal care follow-up to increase their knowledge of postpartum complications.
Recommendations:
Based on the findings of the study, the following recommendations are made:
1. Improve women’s educational level: Efforts should be made to increase access to education for women, especially secondary and higher education, as it was found to be associated with higher knowledge of postpartum complications.
2. Enhance decision-making power: Women should be empowered to make decisions about their own healthcare, including seeking care for postpartum complications. This can be achieved through education and awareness programs.
3. Strengthen counseling during antenatal care: Antenatal care visits provide an opportunity to educate women about postpartum complications. Healthcare providers should ensure that comprehensive counseling is provided during these visits to improve women’s knowledge.
Key Role Players:
1. Ministry of Health: The Ministry of Health should play a key role in developing and implementing interventions to improve women’s knowledge of postpartum complications.
2. Healthcare Providers: Doctors, nurses, and midwives should be trained to provide comprehensive counseling during antenatal care visits and support women in making informed decisions about their healthcare.
3. Community Health Workers: Community health workers can play a crucial role in educating women about postpartum complications at the community level and promoting healthcare-seeking behavior.
4. Non-Governmental Organizations (NGOs): NGOs can support awareness campaigns and educational programs to improve women’s knowledge of postpartum complications.
Cost Items for Planning Recommendations:
1. Education Programs: Budget items may include the development and implementation of educational programs targeting women, such as workshops, training materials, and awareness campaigns.
2. Training for Healthcare Providers: Budget items may include training programs for healthcare providers to enhance their counseling skills and knowledge about postpartum complications.
3. Community Outreach: Budget items may include the recruitment and training of community health workers, as well as the development of educational materials for community-based interventions.
4. Monitoring and Evaluation: Budget items may include the establishment of a monitoring and evaluation system to assess the effectiveness of interventions and make necessary adjustments.
Please note that the cost items provided are general suggestions and may vary depending on the specific context and resources available.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is based on a community-based cross-sectional study conducted in Arba Minch Town, Southern Ethiopia. The study used a multi-stage sampling method and collected data through face-to-face interviews using a semi-structured questionnaire. Bivariable and multivariable logistic regression analyses were performed to examine the relationship between dependent and independent variables. The study found that the knowledge of women on postpartum complications was 23.9% and identified several statistically significant factors associated with knowledge. The conclusion suggests improving women’s educational level, decision-making power to seek health care, and counseling during ANC follow-up to increase their knowledge of postpartum complications. The study provides specific details about the study area, sample size calculation, sampling procedure, data collection, and analysis methods. However, the abstract does not provide information about the representativeness of the sample, potential limitations of the study, or generalizability of the findings to other populations. To improve the strength of the evidence, future studies could consider using a larger and more diverse sample, include a control group, and address potential confounding factors.

Introduction The knowledge of women about obstetric complications can helps them to seek health care earlier before obstetric complications arise. Most maternal deaths occur due to the poor health care seeking behavior after childbirth, but little is done on maternal knowledge of postpartum complications. Therefore this study aimed to assess knowledge of postpartum complications and associated factors among women who gave birth in the last 12 months in Arba Minch Town, Sothern Ethiopia. Methods A community-based cross-sectional study was conducted on 418 women from December 01 to 15, 2019. A multi-stage sampling method was applied to reach study units. A semistructured questionnaire was used to collect the data using face-to-face interviews. Bivariable and multivariable logistic regression was applied to examine the relationship between dependent and independent variables. Statistical significance was declared at a P-value ≤ 0.05 with the corresponding 95% confidence level. Results Knowledge of women on postpartum complications was 23.9%. Secondary and above educational level (AOR = 3.82, 95% CI: [1.70, 8.65]), Grand multiparity (AOR = 2.31, 95% CI: [1.13, 4.71]), having four and above ANC visit (AOR = 2.04, 95% CI: [1.10, 3.81]) and selfdecision making power to seek care (AOR = 3.68, 95% CI: [2.21, 6.11]) were statistically significant factors. Conclusion and recommendation Mothers’ knowledge of postpartum complications was low in this study area. Improving women’s educational level, decision-making power to seek health care, and counseling during ANC follow-up may be useful approaches to increase their knowledge of postpartum complications.

The study was conducted from 1st December to 15th December 2019 in Arba Minch town. Arba Minch is the administrative town of Gamo Zone, South Nation Nationality People Region (SNNPR), and Ethiopia. It is found at an elevation of 1285 meters above sea level and is located 505 km away from Addis Ababa, the capital city of Ethiopia. People with different ethnic groups and religions reside in the town. The town is divided into four sub-cities, namely, Abaya, Sikela, Nech-Sar & Shecha. The town consists of 11 kebeles (the smallest administrative unit) with a total population of 112, 724. There are 26, 265 reproductive age group (15–49) women who reside in the town out of which 4428 were pregnant. The total number of mothers who gave birth at the facility preceding the study period was 3992. There is one governmental General Hospital, two Health Centers, 17 primary care clinics, and 14 medium-sized private clinics in the town [12]. A community-based cross-sectional study. All women who gave birth in the last 12 months before the start of the study and lived in Arba Minch town for six months were chosen. Individual mothers were systematically selected and interviewed in four randomly selected kebeles, with a total of 1475 mothers eligible for the study sample allocation. Mothers who were critically ill and unable to participate in the interviews were excluded from the study. As a result, the study included those mothers who had given birth within the previous year before the study period. The sample size was calculated by using a single population proportion formula with the assumption of, a 95% confidence level, 5% margin of error, 5% non-response rate, 1.5 design effect, and expected population proportion of mothers who were knowledgeable about postpartum complications was 22.1% [13]. Where, n = sample size Z = standard normal distribution value at 95% confidence level of ∝2 = 1.96 P = women’s knowledge of postpartum complications = 22.1% [13]. d = margin of error = 5% n = 265 Based on the assumptions the final calculated sample was: n = 418 Arba Minch town was purposively selected as a study area. The study participants were chosen using a multistage sampling process. There were 11 kebeles in the town, so kebeles were divided into 11 clusters. Using a simple random sampling procedure, four kebeles (Bere, Ediget-Ber, Wuha-Minch, and Dilfana) were chosen, and mothers who gave birth in the previous 12 months in each kebele were identified by contacting kebele health extension workers (HEW) for the updated register. The overall number of mothers who gave birth in the four kebeles was N (estimated total number of deliveries in four kebeles) 1475 (Bere = 331, Ediget-ber = 471, Wuha-Minch = 371 & Dilfana = 302 ladies). Using a proportional allocation formula, the sample assigned to a specific kebele was considered. The calculated samples for Bere, Ediget Bere, Wuha Minch, and Dilfana were 94, 133, 105, and 86 mothers, respectively, based on the proportion to size allocation. The ’K’-value was calculated by dividing the number of mothers who gave birth in the previous 12 months in each selected kebele by the sample allocated to that kebele, yielding the following results: 3.52, 3.54, 3.53, and 3.51 for Bere, Ediget Ber, Wuha Minch, and Dilfana, respectively. By chance, the rounded k-value of all of the chosen kebeles was 3. The first mother was discovered by randomly selecting one household on the kebele’s outskirts with the assistance of HEW and the leaders of specific kebeles. Then, for every three mothers, a systematic random sampling technique was used to obtain study participants, which was repeated until the sample was complete. If more than one mother was found in a single household using the lottery method, only one mother was chosen. The data were collected by face-to-face interviews using a semi-structured questionnaire. The questionnaire was adapted from previously approved types of literature considering the study objectives [17, 18]. It consists of socio-demographic variables, obstetric factors, and postpartum complications knowledge measuring questions. The questionnaire was prepared in English and was translated to Amharic (working language of the study area) and then, back to English for consistency. Three female diploma midwives who are fluent in speaking the Amharic language were involved in data collection. Two males who have Bachelors of Science degrees in midwifery’ health professionals were recruited as supervisors. Women’s knowledge of postpartum complications. Socio-demographic variables. Maternal age, marital status, occupational status, educational status, monthly income & access to media. Obstetric factors & health service use. Parity, Antenatal care visit, information on the pregnancy-related problem, place of delivery, self-decision making autonomy to seek health care. Mothers who spontaneously mentioned three and above postpartum complications were declared as knowledgeable about postpartum complications [13, 14]. The quality of the data was maintained before, during, and after data collection. A semi-structured questionnaire was adapted from different types of previously published literature. Then pretesting of the questionnaire was carried out on 5% of the sample that was, on 21 mothers in Mirab Abaya town, Gamo Zone, Ethiopia, and any necessary amendments were done. Intensive training of three days duration about the objective of the study, questionnaire, and ethical issues was given to data collectors and supervisors. During the data collection period, questionnaires were checked for completeness and consistency immediately by data collectors. After data collection, the principal investigator and supervisors rechecked the collected data for its completeness, and corrective measures were taken accordingly. Then, data was entered to epi info version 3.5.1 and 5% of the data set was double entered to check the accuracy of the entered data. After data collection was complete, each questionnaire was coded and entered into Epi info version 3.5.1 and then, it was exported to SPSS Version 20 window compatible software for cleaning and analysis. By using simple frequency tables and cross-tabulation data were checked for completeness. A descriptive statistical method such as frequency tables, graphs, and mean with standard deviation was used to present different characteristics of study participants. Bivariable logistic regression was done and variables with P-value ≤ 0.25 and all other variables that had an association in previously approved kinds of literature and assumed to have scientific relevance to the study were selected as candidate variables for multivariable logistic regression analysis to control the effect of confounders. A backward stepwise logistic regression method was used for the analysis. Model fitness was checked by Hosmer and Lemeshow’s goodness of model fit test (P = 0.434). Finally adjusted odds ratio with corresponding 95% CI and p-value ≤ 0.05 was taken as a statistical association between the dependent and independent variables. Ethical approval for the study was obtained from Arba Minch University, College of Medicine and Health Sciences Institutional Research Review Board (IRB/132/12 dated December 27, 2019). A formal letter of permission to conduct the study was obtained from Gamo Zone Health Department, Arba Minch Town Health Office. The verbal consensus was made with mothers after an explanation of the purpose of the study, and the part they took in the research by data collectors to assure their right to refuse or participate in the study. Mothers were also told that the data obtained will be kept confidential & had the right to withdraw from the study at any time during the interview.

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 information and education on postpartum complications. These apps can be easily accessible to women in Arba Minch Town, Southern Ethiopia, and can help increase their knowledge and awareness of postpartum complications.

2. Community Health Workers: Train and deploy community health workers in Arba Minch Town to provide education and counseling on postpartum complications. These workers can visit women in their homes, conduct group sessions, and provide personalized support and guidance.

3. Telemedicine: Establish telemedicine services in Arba Minch Town to enable women to consult with healthcare professionals remotely. This can help address barriers to accessing healthcare, such as distance and transportation issues.

4. Health Education Campaigns: Conduct targeted health education campaigns in Arba Minch Town to raise awareness about postpartum complications and the importance of seeking timely healthcare. These campaigns can utilize various communication channels, including radio, television, and community gatherings.

5. Maternal Health Hotline: Set up a dedicated hotline for maternal health in Arba Minch Town. Women can call this hotline to seek information, ask questions, and receive guidance on postpartum complications.

6. Collaboration with Traditional Birth Attendants: Collaborate with traditional birth attendants in Arba Minch Town to improve their knowledge and skills in identifying and managing postpartum complications. This can help ensure that women receive appropriate care and referrals when needed.

7. Strengthening Antenatal Care Services: Enhance antenatal care services in Arba Minch Town to include comprehensive education on postpartum complications. This can be done through training healthcare providers, improving the availability of educational materials, and promoting active engagement of women during antenatal visits.

8. Partnerships with Non-Governmental Organizations (NGOs): Collaborate with NGOs working in the field of maternal health to implement innovative programs and interventions that specifically target postpartum complications. These partnerships can help leverage resources and expertise to improve access to maternal healthcare services.

It is important to note that the implementation of these innovations should be done in collaboration with local stakeholders, including healthcare providers, community leaders, and women themselves, to ensure cultural appropriateness and sustainability.
AI Innovations Description
The study titled “Knowledge of postpartum complications and associated factors among women who gave birth in the last 12 months in Arba Minch Town, Southern Ethiopia, 2019: A community-based cross-sectional study” aimed to assess the knowledge of postpartum complications among women in Arba Minch Town and identify associated factors. The study found that the knowledge of women on postpartum complications was low, with only 23.9% having adequate knowledge.

Several factors were found to be statistically significant in relation to knowledge of postpartum complications. These factors included secondary and above educational level, grand multiparity (having given birth multiple times), having four or more antenatal care visits, and self-decision making power to seek care.

Based on the findings of the study, the researchers made the following recommendation to improve access to maternal health:

1. Improve women’s educational level: Providing educational opportunities for women, especially secondary and above education, can enhance their knowledge of postpartum complications. This can be achieved through government initiatives, community-based education programs, and partnerships with educational institutions.

2. Enhance counseling during antenatal care (ANC) follow-up: ANC visits provide an opportunity to educate women about postpartum complications. Health care providers should prioritize counseling sessions during ANC visits to ensure that women receive accurate and comprehensive information about potential complications and the importance of seeking timely care.

3. Empower women in decision-making regarding health care: Women should be empowered to make decisions about their own health care, including seeking care for postpartum complications. This can be achieved through awareness campaigns, community engagement, and support from health care providers and family members.

By implementing these recommendations, it is expected that women’s knowledge of postpartum complications will increase, leading to improved access to maternal health care and ultimately reducing maternal morbidity and mortality rates.
AI Innovations Methodology
Based on the provided study, here are some potential recommendations to improve access to maternal health:

1. Increase educational opportunities: Improving women’s educational level can have a positive impact on their knowledge of postpartum complications. By providing access to education, women can gain the necessary information to make informed decisions about their health and seek appropriate care.

2. Enhance antenatal care services: Women who had four or more antenatal care (ANC) visits had a higher knowledge of postpartum complications. Strengthening ANC services and promoting regular visits can ensure that women receive comprehensive information about postpartum complications and the importance of seeking timely care.

3. Empower women in decision-making: Women with self-decision making power to seek care had higher knowledge of postpartum complications. Efforts should be made to empower women to make decisions about their own health and encourage them to seek care when needed.

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 knowledge of postpartum complications among women in the target population, as well as data on educational levels, ANC utilization, and decision-making power.

2. Intervention implementation: Implement the recommended interventions, such as providing educational programs, improving ANC services, and promoting women’s empowerment in decision-making.

3. Post-intervention data collection: After a specified period, collect data on the knowledge of postpartum complications among women in the target population, as well as data on changes in educational levels, ANC utilization, and decision-making power.

4. Data analysis: Analyze the post-intervention data to determine the impact of the recommendations on improving access to maternal health. Compare the knowledge levels and other relevant factors before and after the intervention to assess the effectiveness of the implemented strategies.

5. Evaluation and interpretation: Evaluate the results of the analysis to determine the extent to which the recommendations have improved access to maternal health. Interpret the findings and identify any areas for further improvement or refinement of the interventions.

6. Continuous monitoring and adjustment: Continuously monitor the impact of the recommendations and make adjustments as needed to ensure sustained improvements in access to maternal health.

By following this methodology, it is possible to simulate the impact of the recommendations on improving access to maternal health and assess the effectiveness of the implemented strategies.

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