A multilevel analysis of determinants of PMTCT service utilisation among women during the antepartum, intrapartum and postpartum period in Ethiopia

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Study Justification:
– Mother-to-child transmission (MTCT) is a significant source of HIV infection in children, leading to high mortality rates.
– Limited evidence exists on the factors affecting the utilization of Prevention of Mother-to-Child Transmission (PMTCT) services in Ethiopia.
– Understanding these factors is crucial for improving PMTCT service utilization and reducing HIV transmission rates.
Study Highlights:
– The study analyzed data from the 2016 Ethiopian Demographic and Health Survey (EDHS) to identify factors influencing PMTCT service utilization.
– A multilevel mixed-effect binary logistic regression analysis was conducted to determine individual and community-level factors associated with PMTCT service utilization.
– The study found that educational status, wealth status, religion, knowledge on HIV prevention methods, and rural residence were significant factors influencing PMTCT service utilization.
– Less than one-fourth of the mothers in Ethiopia utilized PMTCT services.
Study Recommendations:
– Health care providers should prioritize counseling and awareness creation to increase PMTCT service utilization.
– Strengthening existing frontline integrated health care services in the country is essential.
– Emphasis should be placed on improving knowledge about HIV prevention methods and mother-to-child transmission.
Key Role Players:
– Health care providers: Responsible for providing counseling, awareness creation, and integrated health care services.
– Community leaders and influencers: Can help disseminate information and promote PMTCT service utilization.
– Government agencies: Responsible for implementing policies and programs to improve PMTCT service utilization.
– Non-governmental organizations (NGOs): Can provide support, resources, and advocacy for PMTCT services.
Cost Items for Planning Recommendations:
– Training and capacity building for health care providers.
– Development and dissemination of educational materials.
– Awareness campaigns and community outreach programs.
– Infrastructure improvement for health facilities.
– Monitoring and evaluation of PMTCT service utilization.
– Research and data collection to inform evidence-based interventions.
Please note that the cost items provided are general suggestions and may vary based on the specific context and needs of the implementation.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is moderately strong. The study utilized a nationally representative household survey data and employed a multilevel mixed-effect binary logistic regression analysis. The sample size was large (4081 women) and the study identified both individual and community level factors associated with PMTCT service utilization. However, the study design is cross-sectional, which limits the ability to establish causality. To improve the strength of the evidence, future research could consider a longitudinal design to examine the temporal relationship between the identified factors and PMTCT service utilization. Additionally, conducting qualitative research to gain a deeper understanding of the barriers and facilitators of PMTCT service utilization would provide valuable insights for intervention development.

Background: Mother-to-child transmission (MTCT) is the largest source of HIV infection in children below the age of 15 years, and more than 90% of pediatric HIV are infected through mother to child transmission. Without treatment, one-half of those infected children will die before the age of 2 years. Despite this, there is limited evidence on PMTCT and its determinants. Therefore, this study aimed to determine the factors affecting the PMTCT service utilisation in Ethiopia. Methods: A two-stage stratified sampling technique was used to identify 4081 women from 2016 Ethiopian Demographic and Health Survey (EDHS). A multilevel mixed-effect binary logistic regression analysis was used to identify the individual and community level factors associated with PMTCT services utilisation. In the final model, a p-value of < 0.05 and Adjusted Odds Ratio (AOR) with 95% confidence interval (CI) were used to declare statistically significant factors with the utilisation. Results: Overall, 21.9% (95% CI, 20.6–23.2) of the women were utilized PMTCT services. Educational status; primary (AOR: 1.65, 95% CI: 1.27–2.13), secondary (AOR: 1.52, 95% CI: 1.03–2.24) and higher school (AOR: 2.48, 95% CI: 1.45–4.22), poorer (AOR: 1.62, 95% CI: 1.12–2.37), middle (AOR: 1.82, 95% CI: 1.10–3.02), richer (AOR: 2.44, 95% CI: 1.42–4.21) and richest (AOR: 4.45, 95% CI: 2.43–8.14) wealth status and orthodox religion follower (AOR: 1.62, 95% CI: 1.22–2.16) were the individual level factors. Moreover, having basic (AOR: 1.66, 95% CI: 1.34–2.06) and comprehensive (AOR: 1.73, 95% CI: 1.38–2.18) knowledge on HIV prevention methods, having knowledge on MTCT of HIV (AOR: 2.69, 95% CI: 2.16–3.36) were also factors at individual level. Whereas, rural residence (AOR: 0.52, 95% CI: 0.32–0.85) was the community level factors that affects the utilization. Conclusions: Less than one-fourth of the mothers had utilised the PMTCT services in Ethiopia. To increase the utilisation of the services, the health care providers should give emphases on counselling, awareness creation, and strengthen the existing frontline integrated health care services in the country.

The study was carried out in Ethiopia, which is the second populous country in Africa, with a population density of 115 people per Km2 [15]. Ethiopia is divided into two administrative units (Addis Ababa and Dire Dawa) and nine regions (Tigray, Afar, Amhara, Oromia, Somali, Benishangul, SNNPR, Gambella, and Harari). This analysis used the 2016 Ethiopian Demographic and Health Survey (EDHS) data, which is a nationally representative household survey data conducted every 5 years by Ethiopia’s Central Statistical Agency (CSA) [16]. In the survey, all women aged 15 to 49 who are regular members of the selected households were included. Finally, data from the 2016 EDHS datasets were analysed using STATA version 14 software, and a total weighted of 4081 women were included in the final analysis. Individual and community level independent variables were identified and further analysis was done. The study’s dependent variable was PMTCT utilization. PMTCT utilization was measured as a dichotomous variable; when a pregnant woman received all the components of PMTCT services (pre and post-test counselling, HIV testing, and receiving test results) during each of the three phases of the visit (antepartum, intrapartum, and postpartum), the utilisation was measured as ‘YES’, otherwise ‘NO’ [4, 6, 9, 17]. The information was gathered from mother’s verbal responses; during ANC visits, labor and delivery, and postnatal care. Explanatory variables included the individual and community levels variable. Both maternal (socio-demographic and maternal health-care-related characteristics) and child-related variables were included in the individual level variables. At the same time, community-level variables included place of residence, region, distance to a health facility, community-level poverty, women empowerment and media exposure. Distance to a health facility was assessed by the question “distance to the nearest health facility is a problem?” and the responses were categorised as “big problem” or “not a problem”. Women empowerment was measured by their decision-making power and the justification for wife-beating. Women who were empowered were those who, in all situations, engaged in decision-making, either alone or with their husbands, and never justified wife-beating. The asset index was used to assess community-level poverty, based on data from the entire sample on separate scores prepared for rural and urban households, and combined to produce a single asset index for all households at the community level, which was then ranked into three categories (poor, middle, and rich). Community media exposure was assessed as “yes” if they have access to all three media (newsletter, radio, and TV) at least once a week, otherwise “no”. The data were extracted, cleaned, re-coded, and analysed using STATA version 14.1 software. Weighting was considered during the analysis to adjust for unequal probability of selection due to the sampling design used in EDHS data. Since the DHS data had hierarchical nature (an individual were nested within communities), a two-level binary logistic regression model was fitted to estimate the effect of both individual and community-level variables on PMTCT service utilisation [18]. As a principle in multilevel analysis, four models were considered for the data. The first model was an empty (null) model without any explanatory variables. The second model was fitted with individual-level variables only; the third model was fitted community-level variables only and the fourth was adjusted for both individual and community-level variables. The variation between clusters was assessed by computing Intra-Class Correlation Coefficient (ICC) and Proportional Change in Variance (PCV). The ICC is the proportion of variance explained by the grouping structure in the population which computed as: ICC=σμ2σμ2+π23; where the standard logit distribution has a variance of π23, σμ2 indicates the community variance. Whereas PCV measures the total variation explained by individual and community level variables in the models as compared to the null model, which is computed as: variance of null model−variance of full modelvariance of null model [19, 20]. Both bi-variable and multivariable multilevel binary logistic regressions were estimated and a p-value of less than 0.05 and an Adjusted Odds Ratio (AOR) with 95% Confidence Interval (CI) were used to declare statistically significant factors associated with PMTCT services utilisation in the selected model.

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

1. Mobile Health (mHealth) Solutions: Develop mobile applications or text messaging services that provide pregnant women with information and reminders about antenatal care visits, HIV testing, and PMTCT services. These tools can also provide educational materials on maternal health and HIV prevention methods.

2. Community Health Workers: Train and deploy community health workers to provide counseling and education on PMTCT services within rural communities. These workers can help raise awareness, address misconceptions, and provide support to pregnant women and their families.

3. Telemedicine: Establish telemedicine services to connect pregnant women in remote areas with healthcare providers who can offer guidance and support for PMTCT services. This can help overcome geographical barriers and improve access to specialized care.

4. Strengthening Health Systems: Invest in improving the infrastructure and capacity of healthcare facilities to provide comprehensive PMTCT services. This includes ensuring the availability of trained healthcare providers, necessary equipment and supplies, and efficient referral systems.

5. Integration of Services: Integrate PMTCT services with other maternal and child health programs, such as antenatal care and postnatal care. This can streamline service delivery, reduce duplication of efforts, and improve overall access to care.

6. Public-Private Partnerships: Foster collaborations between the government, private sector, and non-profit organizations to leverage resources and expertise in expanding access to PMTCT services. This can include initiatives such as public-private partnerships for the provision of HIV testing and counseling services.

7. Health Education and Awareness Campaigns: Conduct targeted health education campaigns to raise awareness about the importance of PMTCT services and address cultural and social barriers that may prevent women from seeking care. These campaigns can utilize various media channels, including radio, television, and community outreach programs.

8. Financial Support: Implement strategies to reduce financial barriers to accessing PMTCT services, such as providing subsidies or insurance coverage for HIV testing and antiretroviral therapy. This can help ensure that cost is not a deterrent for pregnant women seeking care.

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 Ethiopia.
AI Innovations Description
Based on the study’s findings, here is a recommendation that can be developed into an innovation to improve access to maternal health:

1. Strengthening Health Care Services: The study found that rural residence was a community-level factor that affected the utilization of PMTCT services. To address this, it is recommended to strengthen the existing frontline integrated health care services in rural areas. This can be done by improving the availability and accessibility of health facilities, ensuring adequate staffing, and providing training to health care providers on PMTCT services.

2. Counselling and Awareness Creation: The study highlighted the importance of counselling and awareness creation in increasing the utilization of PMTCT services. Health care providers should prioritize counselling sessions for pregnant women, providing them with information on the benefits of PMTCT services and addressing any concerns or misconceptions they may have. Additionally, awareness creation campaigns can be conducted through various channels such as community meetings, radio programs, and posters to reach a wider audience and promote the importance of PMTCT services.

3. Education and Empowerment: The study found that educational status and wealth status were individual-level factors associated with PMTCT service utilization. To improve access to maternal health, it is crucial to focus on improving educational opportunities for women, especially in rural areas. This can be done through initiatives such as adult literacy programs and scholarships for girls. Additionally, efforts should be made to empower women by promoting their decision-making power and addressing gender inequalities.

4. Knowledge on HIV Prevention: The study identified knowledge on HIV prevention methods and knowledge on mother-to-child transmission (MTCT) of HIV as individual-level factors associated with PMTCT service utilization. To improve access to maternal health, it is important to provide comprehensive education and information on HIV prevention methods, including the importance of PMTCT services. This can be done through health education programs, workshops, and community outreach activities.

By implementing these recommendations, it is expected that access to maternal health, specifically PMTCT services, can be improved in Ethiopia. These recommendations focus on strengthening health care services, providing counselling and awareness creation, promoting education and empowerment, and enhancing knowledge on HIV prevention.
AI Innovations Methodology
Based on the provided study, here are some potential recommendations to improve access to maternal health:

1. Strengthening education: The study found that women with higher levels of education were more likely to utilize PMTCT services. Therefore, investing in education programs for women, especially in rural areas, can help improve access to maternal health services.

2. Enhancing awareness and knowledge: The study also found that women with comprehensive knowledge on HIV prevention methods and MTCT of HIV were more likely to utilize PMTCT services. Conducting awareness campaigns and providing accurate information about HIV prevention and PMTCT can help increase utilization.

3. Improving healthcare infrastructure: The study identified rural residence as a community-level factor that affects utilization. Therefore, improving healthcare infrastructure in rural areas, such as increasing the number of health facilities and reducing the distance to the nearest health facility, can help improve access to maternal health services.

4. Empowering women: The study mentioned women empowerment as a community-level variable that can influence PMTCT service utilization. Promoting women’s decision-making power and addressing gender inequalities can contribute to better access to maternal health services.

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 measure access to maternal health services, such as the percentage of pregnant women receiving PMTCT services or the distance to the nearest health facility.

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

3. Implement interventions: Implement the recommended interventions, such as education programs, awareness campaigns, infrastructure improvements, and women empowerment initiatives. Ensure that these interventions are targeted towards the identified barriers to access.

4. Monitor and evaluate: Continuously monitor the indicators to assess the impact of the interventions. Collect data on the indicators at regular intervals to track changes over time.

5. Analyze the data: Use statistical analysis techniques to analyze the collected data and determine the impact of the interventions on access to maternal health services. Compare the indicators before and after the implementation of the interventions to measure the effectiveness.

6. Adjust and refine: Based on the analysis, make adjustments and refinements to the interventions if necessary. Identify areas that require further improvement and modify the interventions accordingly.

7. Repeat the process: Continuously repeat the process of monitoring, evaluating, and adjusting the interventions to ensure sustained improvement in access to maternal health services.

By following this methodology, policymakers and healthcare providers can assess the effectiveness of the recommended interventions and make informed decisions to further enhance access to maternal health services.

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