Late initiation of antenatal care and associated factors among pregnant women in Jimma Zone Public Hospitals, Southwest Ethiopia, 2020

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Study Justification:
– Late initiation of antenatal care is associated with a higher risk of maternal death.
– Women who do not start ANC early may experience pregnancy-related health difficulties and long-term health issues.
– The study aimed to determine the prevalence of late initiation of antenatal care and associated factors among pregnant women in Jimma Zone public hospitals.
Study Highlights:
– A facility-based cross-sectional study was conducted in Jimma Zone public hospitals.
– Data was collected from 409 pregnant women using a systematic random sampling method.
– Factors such as education level, unplanned pregnancy, distance to health facility, and inadequate knowledge about ANC services were associated with late initiation of ANC.
– The prevalence of late initiation of ANC remains a major public health concern in the study area.
Study Recommendations:
– Healthcare workers should provide ongoing health education on the importance of starting antenatal care visits early to avoid unfavorable pregnancy outcomes.
– Efforts should be made to improve education levels among pregnant women.
– Strategies to address unplanned pregnancies and reduce the time taken to reach health facilities should be implemented.
– ANC services should focus on improving knowledge and awareness among pregnant women.
Key Role Players:
– Healthcare workers: Responsible for providing ongoing health education and ANC services.
– Educators: Involved in improving education levels among pregnant women.
– Policy makers: Responsible for implementing strategies to address unplanned pregnancies and improve access to healthcare facilities.
Cost Items for Planning Recommendations:
– Health education materials: Budget for the development and distribution of educational materials.
– Training programs: Budget for training healthcare workers on providing effective ANC services and health education.
– Infrastructure improvement: Budget for improving access to healthcare facilities, such as building new facilities or improving transportation infrastructure.
– Community outreach programs: Budget for organizing community-based programs to raise awareness about ANC and its importance.
– Monitoring and evaluation: Budget for monitoring and evaluating the effectiveness of implemented strategies.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is based on a facility-based cross-sectional study design with a sample size of 409 pregnant women. The study used a systematic random sampling method and collected data using a structured questionnaire. Binary and multivariable logistic regression analysis were performed. The prevalence of late initiation of antenatal care and associated factors were determined. The study provides specific percentages and odds ratios with 95% confidence intervals. However, the abstract does not mention the response rate, which could affect the generalizability of the findings. To improve the evidence, future studies could consider increasing the sample size and providing more details on the sampling procedure and response rate.

Background: Late antenatal care initiation is linked to a higher risk of maternal death. Women who do not start ANC at an early stage may experience the effects of pregnancy-related health difficulties, as well as long-term health issues and pregnancy complications. Therefore, our study aimed to determine the prevalence of late initiation of antenatal care and associated factors among pregnant women in Jimma Zone public Hospitals. Methods: A facility-based cross-sectional study design was employed in Jimma zone public hospitals from February 1 up to 30 March 2020 and 409 pregnant women were participated in the study by using a systematic random sampling method. Structured questionnaire was used to collect data that contain socio demographic variables, socio cultural variables, pregnancy related factors and predisposing factor related variables. The data was entered into EPI data version 3.1 and exported to SPSS version 20 for statistical analysis. Binary and multivariable logistic regression analysis were performed by using 95%CI and significance was declared at P < 0.05. Result: Forty-eight percent of pregnant women were initiated their first ANC late. Primary education (AOR = 0.242; 95% CI, 0.071–0.828) and college diploma and above was (AOR = 0.142; 95% CI, 0.040- 0.511), mothers with an unplanned pregnancy (AOR = 11.290; 95%CI, 4.109–31.023), time taken to arrive the health facility greater than sixty (60) minutes (AOR = 8.285; 95% CI, 2.794–24.564) and inadequate knowledge about ANC service (AOR = 4.181; 95%CI, 1.693–10.348) were associated with late first Antenatal care initiating. Conclusion: The prevalence of late initiation of ANC still remains a major public health concern in the study area. Level of education, unplanned pregnancy, distance from house to health facility, and lack of understanding about ANC services were all found to be significant variables in late ANC starting. As a result, healthcare workers can provide ongoing health education on the need of starting antenatal care visits early to avoid unfavorable pregnancy outcomes by considering all identified factors.

A facility-based cross-sectional study design was carried out from February 1 to 30, 2020 in Jimma zone public hospitals. The zone has eight public hospitals, two private hospitals, and 120 health centers. Of the eight governmental hospitals, one is a referral hospital, three are general hospitals, and four are primary hospitals. The source and study population were all pregnant women who attended selected public hospitals of the ANC clinic and participant who were selected for the study during the data collection period from the sampled hospitals respectively. All pregnant women who were initiated into ANC were included, and who were severely ill and who attended their first ANC visits in other health facilities were excluded. A single population proportion formula was used assuming a 95% confidence interval and a 59% prevalence (P) of receiving ANC [15] and a precision of 5% between the sample and the 10% non- response rate, thus a total of 409 pregnant women were required for the study. Simple random sampling techniques were used to select the hospitals. Of the total of eight hospitals found in the Jimma zone, four (Jimma University medical center, Agaro general hospital, Seka primary hospital, and Shenen Gibe general hospital) were selected for the study. Finally, proportional allocation to sample size of each hospital was done, all eligible study participants were selected from each hospital till the allocated sample size was reached by systematic random sampling with kth interval values. (Fig. 1). Schematic presentation of sampling procedure An interviewer-administered structured questionnaire was adapted through reviewing existing literature which encompasses information related to socio-demographic characteristics, pregnancy-related variables, socio-cultural variables, and predisposing factors [16, 17]. Data were collected by trained data collectors using pretested and structured questioners. The questionnaires were prepared in English, then translated into the languages of both Afaan Oromo (the language spoken by the local residents) and Amharic versions (the official language of Ethiopians), and retranslated back to English by experts to ensure consistency. Face-to-face interviews were used to collect data; gestational age was estimated by asking about the last normal menstrual period, and if respondents were unable to recall their gestation age, further informed consent was obtained to access medical records. Two days of training were given by the principal investigator, which focused on the objective of the study to create a common understanding of the questionnaires. A pretest was conducted among 20 pregnant women in the Limu Genet Primary hospital. After the pretest, the necessary correction was made. Dependent Variable was late initiation of ANC and the independent variables were Socio-demographic variables such as (age, educational status, marital status, and occupation of respondents’, house Income and residence), Socio-cultural variables (religion, family support, advice from significant others, Decision-making and Husbands Educational status), Pregnancy related variables (number of delivery, gravidity, abortion history), Types of pregnancy and means of recognizing pregnancy and Predisposing factors (Knowledge of pregnant women related to ANC visits, and pregnancy related health problem). Antenatal care:-is the care given to pregnant women so that they have safe pregnancy and healthy baby. Pregnant women were considered late ANC initiated at first visit, when they came to health facility after 16 weeks of gestational age. Respondents were categorized as inadequate knowledge about ANC service, if they scored below to the mean knowledge score questions of about ANC service (34), otherwise adequate knowledge. A pregnancy which is consciously desired and planned by a couple The completed questionnaire was coded and entered into a data entry template in EPI-DATA version 3.1, then exported to SPSS version 20 for analysis. Descriptive statistics like frequencies, cross-tabulation, graphs, and percentages were employed. The goodness of fit was checked with the Hosmer–Lemeshow test (p = 0.35). Multicollinearity was checked by examining the variance inflation factor. In the bi-variable logistic regression analysis, p-values of less than 0.25 were used to select the candidate variables for multivariable logistic regression analysis. An adjusted odds ratio (AOR) with a 95% CI was used to determine the predictor of the outcome variable independently and to show the strength of an association. A p-value of less than 0.5 were considered as statistically significant.

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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 mobile applications that provide pregnant women with information and reminders about the importance of early initiation of antenatal care. These apps can also provide access to teleconsultations with healthcare providers for remote areas.

2. Community Health Workers: Train and deploy community health workers to educate pregnant women about the benefits of early antenatal care and provide basic prenatal services in their communities. This can help overcome barriers such as distance and lack of transportation.

3. Telemedicine: Implement telemedicine services to enable pregnant women in remote areas to consult with healthcare providers and receive antenatal care remotely. This can reduce the need for women to travel long distances to access healthcare facilities.

4. Health Education Campaigns: Conduct targeted health education campaigns to raise awareness about the importance of early initiation of antenatal care. These campaigns can be carried out through various channels such as radio, television, social media, and community gatherings.

5. Improving Health Facility Infrastructure: Invest in improving the infrastructure of health facilities in underserved areas to ensure that they have the necessary equipment and resources to provide quality antenatal care services. This can help attract more pregnant women to seek care at these facilities.

6. Financial Incentives: Provide financial incentives or subsidies to pregnant women who initiate antenatal care early. This can help alleviate financial barriers and encourage women to seek care in a timely manner.

7. Partnerships with Non-Governmental Organizations (NGOs): Collaborate with NGOs to implement programs that focus on improving access to maternal health services. NGOs can provide additional resources, expertise, and support to reach underserved populations.

It is important to note that the implementation of these innovations should be context-specific and tailored to the local healthcare system and cultural norms.
AI Innovations Description
Based on the study titled “Late initiation of antenatal care and associated factors among pregnant women in Jimma Zone Public Hospitals, Southwest Ethiopia, 2020,” the following recommendation can be developed into an innovation to improve access to maternal health:

1. Implement targeted health education programs: Healthcare workers should provide ongoing health education to pregnant women, emphasizing the importance of early initiation of antenatal care (ANC) visits. This education should address factors such as the benefits of early ANC, potential pregnancy complications, and the availability of ANC services. The education programs can be conducted through various channels, including community outreach programs, mobile health clinics, and social media platforms.

2. Improve accessibility of ANC services: Efforts should be made to reduce barriers that prevent pregnant women from accessing ANC services in a timely manner. This can be achieved by increasing the number of ANC clinics in the study area, particularly in remote and underserved areas. Additionally, transportation services can be provided to pregnant women who face challenges in reaching healthcare facilities. Telemedicine and mobile health technologies can also be utilized to provide ANC services remotely, especially for women who live far from healthcare facilities.

3. Strengthen collaboration between healthcare providers and community leaders: Collaboration between healthcare providers and community leaders can help raise awareness about the importance of early ANC initiation. Community leaders can play a crucial role in disseminating information and encouraging pregnant women to seek ANC services early. This collaboration can be facilitated through regular meetings, workshops, and community engagement activities.

4. Enhance the training of healthcare workers: Healthcare workers should receive comprehensive training on ANC guidelines and best practices. This training should focus on improving their knowledge and skills in providing quality ANC services. Additionally, healthcare workers should be trained in effective communication strategies to engage and educate pregnant women about the benefits of early ANC initiation.

5. Utilize technology for ANC reminders and follow-up: Mobile phone applications and SMS reminders can be used to send regular ANC reminders and follow-up messages to pregnant women. These reminders can help ensure that pregnant women do not miss their ANC appointments and encourage them to seek care in a timely manner. Healthcare providers can also use telemedicine platforms to conduct virtual ANC consultations and provide support to pregnant women remotely.

By implementing these recommendations, access to maternal health can be improved, leading to better pregnancy outcomes and reduced maternal mortality rates.
AI Innovations Methodology
Based on the provided description, here are some potential recommendations to improve access to maternal health:

1. Strengthening Health Education: Healthcare workers should provide ongoing health education to pregnant women, emphasizing the importance of early initiation of antenatal care (ANC) visits. This education should address the benefits of ANC, potential risks of late initiation, and the availability of ANC services.

2. Improving Awareness: Implement awareness campaigns targeting pregnant women and their families to increase knowledge about ANC services and the importance of early initiation. These campaigns can utilize various channels such as community meetings, radio broadcasts, and social media platforms.

3. Enhancing Accessibility: Improve the physical accessibility of ANC services by establishing more health facilities in remote areas or areas with limited access to healthcare. Additionally, efforts should be made to reduce transportation barriers by providing transportation services or subsidies for pregnant women to reach healthcare facilities.

4. Strengthening Health Systems: Ensure that healthcare facilities have adequate resources, including trained healthcare providers, medical equipment, and necessary supplies, to provide quality ANC services. This may involve training and capacity-building programs for healthcare workers.

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

1. Define the indicators: Identify specific indicators that reflect access to maternal health, such as the percentage of pregnant women initiating ANC within the recommended timeframe or the average distance traveled by pregnant women to reach healthcare facilities.

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

3. Develop a simulation model: Create a mathematical or computational model that represents the relationship between the recommendations and the selected indicators. This model should consider factors such as population size, geographical distribution, healthcare infrastructure, and socio-cultural factors.

4. Input data and parameters: Input the baseline data and parameters into the simulation model. This includes information on the current prevalence of late initiation of ANC, the population size, the availability of healthcare facilities, and other relevant variables.

5. Simulate scenarios: Run the simulation model with different scenarios that reflect the implementation of the recommendations. For example, simulate the impact of increasing health education efforts, improving accessibility, or strengthening health systems. Adjust the parameters accordingly to reflect the expected changes.

6. Analyze results: Analyze the simulation results to assess the potential impact of the recommendations on the selected indicators. This can be done by comparing the outcomes of different scenarios and identifying the most effective interventions.

7. Validate and refine the model: Validate the simulation model by comparing the simulated results with real-world data or expert opinions. Refine the model based on feedback and further analysis.

8. Communicate findings: Present the findings of the simulation study to relevant stakeholders, such as policymakers, healthcare providers, and community leaders. Use the results to advocate for the implementation of the recommended interventions and inform decision-making processes.

It is important to note that the methodology for simulating the impact may vary depending on the specific context and available resources. The steps outlined above provide a general framework for conducting a simulation study to assess the potential impact of recommendations on improving access to maternal health.

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