Determinants of comprehensive knowledge on mother-to-child transmission of HIV and its prevention among childbearing women in Rwanda: insights from the 2020 Rwandan Demographic and Health Survey

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Study Justification:
– Maternal knowledge on mother-to-child transmission (MTCT) and its prevention is crucial for maternal testing and adherence to antiretroviral therapy (ART) regimen.
– This study aims to examine the prevalence and associated factors of MTCT knowledge among childbearing women in Rwanda.
– The findings will provide empirical evidence for the design and implementation of health strategies to increase MTCT knowledge and its elimination.
Study Highlights:
– The study analyzed data from the 2020 Rwandan Demographic and Health Survey (RDHS) with a sample size of 14,634 women.
– The prevalence of HIV testing among women in Rwanda was 79.6%, while comprehensive knowledge on MTCT and its prevention was 65.1%.
– Married women had higher odds of comprehensive knowledge on MTCT and its prevention compared to unmarried women.
– Women living in southern and eastern parts of Rwanda had higher knowledge on MTCT compared to those in Kigali.
– Post-test counseling and access to radio and television at least once a week were associated with increased knowledge on MTCT.
Recommendations for Lay Reader and Policy Maker:
– Strategies to enhance knowledge on MTCT and its prevention among childbearing women should be adopted.
– Rigorous educational sensitization campaigns using local media such as radio and television should be implemented.
– Health services focusing on MTCT prevention should emphasize post-test counseling.
Key Role Players:
– Ministry of Health: Responsible for implementing health strategies and campaigns.
– Media Organizations: Collaborate in disseminating educational messages through radio and television.
– Healthcare Providers: Deliver post-test counseling and provide information on MTCT prevention.
Cost Items for Planning Recommendations:
– Media Production and Broadcasting: Budget for creating and airing educational content on radio and television.
– Training and Capacity Building: Allocate funds for training healthcare providers in delivering effective post-test counseling.
– Campaign Materials: Include costs for developing and distributing educational materials for sensitization campaigns.
– Monitoring and Evaluation: Budget for monitoring the implementation and impact of the strategies.
Please note that the cost items provided are general categories and not actual cost estimates.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is relatively strong, but there are some areas for improvement. The study provides a clear background and objective, describes the methodology and sample size, and presents the results with odds ratios and confidence intervals. However, the abstract could be improved by including more specific information about the findings, such as the magnitude of the associations and any statistically significant results. Additionally, the abstract could benefit from a clearer conclusion that summarizes the main findings and their implications. To improve the evidence, the authors could consider providing more detailed information about the survey design, data collection methods, and statistical analysis. They could also include a discussion of the limitations of the study and suggestions for future research.

Background: Maternal knowledge on mother-to-child transmission (MTCT) and its prevention has been identified to enhance maternal testing and adherence to antiretroviral therapy (ART) regimen. Examining prevalence and associated factors on MTCT and its prevention among women provides empirical evidence for design and implementation of health strategies aimed at increasing MTCT knowledge and its elimination. This study therefore examined women’s comprehensive knowledge and associated factors on MTCT and its prevention among childbearing women in Rwanda. Methods: Analysis was conducted on a weighted sample of 14,634 women from the 2020 Rwanda Demographic and Health Survey (RDHS). Dataset cleaning and missing value analysis was conducted. Chi square, bivariate and multivariable regression was then conducted in complex samples in SPSS. Alpha level set at p < 0.05 and at 95% Confidence Interval (95% CI). All analysis were adjusted for unequal probability sampling using survey weights. Bivariate and multivariable results were reported with crude and adjusted odds ratios. Results: The mean age was 29.2 years, SD-9.1. Prevalence of HIV testing and comprehensive knowledge on MTCT and its prevention among women in Rwanda was 79.6% and 65.1% respectively. Findings from this study showed that married women have higher odds (aOR = 1.18, 95% CI = 1.04–1.35) of comprehensive knowledge on MTCT and its prevention compared to those unmarried. Women who were living in southern (aOR = 1.23, 95%CI = 1.02–1.48) and eastern (aOR = 1.37, 95% CI = 1.13–1.66) parts of Rwanda were more likely to have adequate knowledge on MTCT of HIV and its prevention than those in Kigali. Also, women who received post-test counselling (aOR = 1.26, 95% CI = 1.01–2.11) have increased knowledge on MTCT than those who did not. Women with access to radio (aOR = 1.18, 95% CI = 1.06–1.32) and television (aOR = 1.25, 95% CI = 1.07–1.45) at least once a week were more likely to have adequate knowledge on MTCT and its prevention compared to those who do not in Rwanda. Conclusion: There is inadequate knowledge on MTCT and its elimination among women of reproductive age in Rwanda. Strategies to enhance knowledge on MTCT and its prevention among childbearing women should be adopted through rigorous educational sensitization campaigns using local media such as radio and television. Health services that focus on prevention of MTCT must emphasize post-test counselling.

This is secondary data analysis of a cross sectional study carried out on women of reproductive age 15–49 years in Rwanda. The data was extracted from the 2020 Rwandan Demographic and Health Surveys (RDHS) conducted from November 2019-July 2020. The 2020 RDHS was a follow up to the previous 2014/2015 RDHS [25]. Its primary objective was to provide up-to-date estimates of basic demographic and health indicators including information on fertility levels and preferences, contraceptive use, maternal and child health, infant, child and neonatal mortality levels, maternal mortality, gender, nutrition, awareness about HIV/AIDS, self-reported Sexually Transmitted Infections (STIs) and other health indicators that are relevant to the attainment of the Sustainable Development Goals (SDGs) [25]. The survey respondents in the 2020 RDHS were representatively selected from the five (5) regions of Rwanda. The 2020 RDHS followed a two-stage sample design that allows estimates of key indicators at the national level as well as for urban and rural areas, five regions or provinces. The first stage involved the selection of sample points (clusters) consisting of Enumeration Areas (EAs). A total of 500 clusters were selected, 112 in urban and 388 in rural areas. The second stage involved systematic sampling of households within the selected clusters providing a sampling frame from where the households were randomly selected from all the clusters to provide estimates for key indicators. A total sample size of 14,634 women aged 15–49 years were interviewed in the 2020 RDHS. Therefore, sample size analyzed in this study was 14,634 respondents. The detailed description of the methodology of the survey design, survey tools used, methodology and the data collection methods for the 2020 RDHS has been described in the RDHS report [26]. This study was conducted in Republic of Rwanda, a landlocked country located in the Great Rift Valley of Eastern-Central Africa. It has a total area of 26 338 sq. km and bounded to the north by Uganda, to the east by Tanzania, and the west by Democratic Republic of Congo with an estimated population of 13 256 000 in 2022. It has five provinces namely North, East, West, South and Kigali (Capital). The main outcome variable in this study is reproductive women’s comprehensive knowledge on MTCT and EMTCT of HIV in Rwanda. It is a composite score of five [5] different questions that were similar to those in previous studies [2, 4, 8, 10, 14]. The questions included (i) “Now I would like to talk about something else, have you ever heard of HIV/AIDS?”, (ii) “Can HIV be transmitted from mother to her baby during pregnancy?”, (iii) “Can HIV be transmitted from the mother to her baby during delivery?”, (iv) “Can HIV be transmitted from the mother to her baby during breastfeeding?”, (v) “Are there any special drug or medicines that a doctor or a nurse can give to a woman infected with HIV to reduce the risk of transmission to the baby?”. Responses to each of these questions were coded as 1 if the respondent answered “yes” and 0 if the respondent answered “no”. An aggregate score was then computed and a score of (5) meant the respondent had adequate knowledge on MTCT and EMTCT of HIV whilst a score less than (5) by a respondent was considered as having inadequate knowledge on MTCT and EMTCT of HIV. A binary variable was therefore created based on the aggregate scores. The Social Cognitive Theory [18] and the Information Motivation Behavioral Skills Theory (IMB) [19] and previous literature [1, 2, 4, 8, 10, 11] provided the theoretical foundation and guided selection of the independent predictors analyzed in this study respectively. The independent predictors have been categorized into Individual level factors such as Respondents age (15–19, 20–24, 25–29, 30–34, 35–39, 40–44, 45–49), Marital status (recoded into Never in union/Not Married, Married/Living with partner, Divorced/Separated/Widowed), Highest educational level (No education, Primary, Secondary, Higher), Religion (Catholics, Protestants, Adventists, Muslim, Traditional & Others), Frequency of reading newspaper/magazine (Not at all, Less than once a week, At least once a week), Frequency of listening to radio (Not at all, Less than once a week, At least once a week), Frequency of watching Television (Not at all, Less than once a week, At least once a week), Wealth Index Combined (Poorest, Poorer, Middle, Richer, Richest), Currently pregnant (No or Unsure, Yes), Visited health facility last 12 months (No, Yes), Covered by Health Insurance (No, Yes), Respondent currently working/Employment status (Employed, Unemployed). The Community level variables included Region of residence (Kigali, South, West, North, and East) and Type of Place of residence (Urban, Rural). Others included HIV related knowledge variables; Ever been tested for HIV in last 12 months prior to the survey (No, Yes), Knows a place to get HIV test (No, Yes), Knowledge and use of HIV self-test kits (Never heard of HIV test kits, Knows and self-tested), Tested for HIV as part of ANC visit (No, Yes), Got results for HIV as part of ANC visit (No, Yes), Received counselling after being tested for HIV as part of ANC visit (No, Yes), Received results for last HIV test (No, Yes). The data in the current study was analyzed through dataset cleaning and integrity checks to ensure completeness and consistency of the dataset. Univariate analysis as well as missing data analysis was conducted. Bivariate and multivariable regression analysis was then conducted using IBM Statistical Software for Social Sciences (SPSS) version 26, level of significance set at p < 0.05 and at 95% Confidence Interval (95%CI). Survey characteristics were described using frequencies and percentages. Pearson’s Chi square was then performed to investigate the associations between the dependent variable and the predictors of MTCT and EMTCT of HIV. The multivariable logistic regression model was then fitted with the independent variables to identify the determining factors of comprehensive MTCT and EMTCT of HIV knowledge. This was to adjust for confounders [27, 28]. The multivariable analysis was conducted through a three-stage modelling to understand the factors that influence comprehensive MTCT and EMTCT of HIV Knowledge. The first model involved the sociodemographic or individual level characteristics of the survey respondents. The second modeling entailed both individual level factors and community level factors. The third modelling involved the second model and HIV related knowledge factors to produce adjusted odds ratios that are independently associated with reproductive women’s knowledge on MTCT and EMTCT of HIV. The bivariate analysis results were reported in crude odds ratios (COR) whilst the multivariable results were reported with adjusted odds ratios (aOR) at 95% Confident Intervals (95%CI). Sample weights were applied to account for sampling biases. All analysis were conducted through the complex samples analysis in SPSS after the Complex Samples Analysis Plan (CS Plan) was generated in SPSS using the weight, cluster and strata variables in the Rwanda DHS. This allowed for the adjustment of weight, stratification and clustering of the sampling design in order to produce national estimates that are representative of the general population taking into account the weights for under or over sampling of specific groups in Rwanda [26, 29–31]. The study was performed in accordance with the Declaration of Helsinki and approved by appropriate ethics committee. Ethical clearance was obtained from the Rwanda National Ethics Committee and the ICF Institutional Review Board. Informed consents were obtained from participants prior to data collection. We obtained permission from the DHS program to use the 2020 RDHS for our study at https://dhsprogram.com/data/available-datasets.cfm. All data were anonymized before the authors received the data. All methods were performed in accordance with the relevant guidelines and regulations.

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Based on the provided information, it appears that the study focuses on assessing the knowledge of mother-to-child transmission (MTCT) of HIV and its prevention among childbearing women in Rwanda. The study aims to identify factors associated with comprehensive knowledge on MTCT and its prevention in order to inform strategies for improving maternal health.

In terms of potential innovations to improve access to maternal health, here are some recommendations:

1. Educational Sensitization Campaigns: The study suggests that rigorous educational sensitization campaigns should be adopted to enhance knowledge on MTCT and its prevention among childbearing women. These campaigns can utilize local media such as radio and television to reach a wider audience and provide accurate information about MTCT and its prevention.

2. Post-Test Counseling: The study found that women who received post-test counseling had increased knowledge on MTCT compared to those who did not. Therefore, ensuring that all women who undergo HIV testing during pregnancy receive comprehensive post-test counseling can contribute to improving their knowledge and understanding of MTCT and its prevention.

3. Access to Information: The study also found that women with access to radio and television at least once a week were more likely to have adequate knowledge on MTCT and its prevention. Therefore, efforts should be made to ensure that women in remote or underserved areas have access to information through various media channels, including radio and television.

4. Strengthening Health Services: The study highlights the importance of health services that focus on the prevention of MTCT. This includes providing comprehensive antenatal care, HIV testing, and counseling services. Strengthening these services and ensuring their availability and accessibility can contribute to improving knowledge and prevention of MTCT.

5. Collaboration and Partnerships: To effectively improve access to maternal health, collaboration and partnerships between government agencies, healthcare providers, community organizations, and other stakeholders are crucial. By working together, these entities can pool resources, share knowledge and expertise, and implement comprehensive strategies to improve access to maternal health services and information.

It is important to note that these recommendations are based on the information provided in the study. Further research and evaluation may be needed to determine the effectiveness and feasibility of implementing these innovations in the context of improving access to maternal health in Rwanda.
AI Innovations Description
Based on the information provided, the following recommendation can be developed into an innovation to improve access to maternal health:

1. Rigorous educational sensitization campaigns: Design and implement educational campaigns that specifically target childbearing women in Rwanda. These campaigns should focus on increasing knowledge about mother-to-child transmission (MTCT) of HIV and its prevention. Utilize local media such as radio and television to reach a wider audience and ensure that the information is accessible to all.

2. Post-test counseling: Emphasize the importance of post-test counseling for women who have been tested for HIV. This counseling should provide comprehensive information on MTCT and its prevention, as well as support and guidance for women who are living with HIV. Ensure that all women who are tested for HIV receive post-test counseling to increase their knowledge and understanding of MTCT.

3. Access to information through media: Improve access to information on MTCT and its prevention by providing women with regular access to radio and television. This can be achieved by ensuring that women have access to these media platforms at least once a week. By increasing exposure to information through media, women can stay informed about the latest developments in maternal health and HIV prevention.

4. Strengthen health services: Strengthen health services that focus on the prevention of MTCT. This includes ensuring that women have access to comprehensive antenatal care, including HIV testing and counseling. Additionally, health facilities should provide adequate post-test counseling and support for women living with HIV to reduce the risk of MTCT.

By implementing these recommendations, it is expected that access to maternal health will be improved, leading to increased knowledge and understanding of MTCT and its prevention among childbearing women in Rwanda. This, in turn, can contribute to the reduction of HIV transmission from mother to child and improve overall maternal and child health outcomes.
AI Innovations Methodology
Based on the provided information, here are some potential recommendations for improving access to maternal health:

1. Strengthen educational sensitization campaigns: Implement rigorous educational sensitization campaigns using local media such as radio and television to enhance knowledge on mother-to-child transmission (MTCT) and its prevention among childbearing women. These campaigns can provide information on HIV testing, antiretroviral therapy (ART) adherence, and other preventive measures.

2. Improve access to post-test counseling: Ensure that women who undergo HIV testing receive post-test counseling. This counseling can help increase knowledge on MTCT and its prevention by providing information on treatment options, risk reduction strategies, and available support services.

3. Enhance availability of information through media: Increase access to radio and television for women, particularly in rural areas, to improve their knowledge on MTCT and its prevention. Regular programming can be dedicated to disseminating information about maternal health, including HIV prevention and treatment.

4. Strengthen health services: Focus on prevention of MTCT by emphasizing the importance of post-test counseling and providing comprehensive care for pregnant women living with HIV. This can include regular monitoring, adherence support, and access to antiretroviral medications.

To simulate the impact of these recommendations on improving access to maternal health, a methodology could be developed as follows:

1. Define the indicators: Identify key indicators that reflect improved access to maternal health, such as increased knowledge on MTCT and its prevention, higher rates of HIV testing, improved adherence to ART, and reduced rates of MTCT.

2. Collect baseline data: Gather baseline data on the selected indicators from a representative sample of women of reproductive age in Rwanda. This data can be obtained through surveys or existing datasets, such as the 2020 Rwandan Demographic and Health Survey (RDHS).

3. Implement interventions: Implement the recommended interventions, such as educational sensitization campaigns, improved access to post-test counseling, and enhanced availability of information through media. Ensure that these interventions are targeted towards the identified population.

4. Monitor and evaluate: Continuously monitor and evaluate the impact of the interventions on the selected indicators. This can be done through follow-up surveys or data analysis of existing datasets. Compare the post-intervention data with the baseline data to assess the changes in access to maternal health.

5. Analyze the data: Use statistical analysis techniques to analyze the data and determine the impact of the interventions on improving access to maternal health. This can involve conducting bivariate and multivariable regression analysis to identify the factors associated with improved access and assess the significance of the interventions.

6. Report findings and make recommendations: Summarize the findings of the impact assessment and provide recommendations for further improvements in access to maternal health. These recommendations can inform future interventions and policies aimed at enhancing maternal health services in Rwanda.

It is important to note that the methodology described above is a general framework and can be customized based on the specific context and available resources.

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