Women’s knowledge towards neonatal danger signs and its associated factors in Ethiopia: A systematic review and meta-analysis

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Study Justification:
This systematic review and meta-analysis aimed to assess the knowledge of women in Ethiopia regarding neonatal danger signs. This is important because reducing neonatal mortality is a key goal of the Sustainable Development Goals, and neonatal danger signs are a common cause of neonatal morbidity and mortality. By understanding the level of knowledge among women and the associated factors, interventions can be developed to improve awareness and reduce neonatal morbidity and mortality.
Highlights:
– The overall pooled prevalence of women’s knowledge towards neonatal danger signs in Ethiopia was found to be 40.7%.
– Factors associated with higher knowledge levels included higher educational status of the women and husband, access to mass media, antenatal care visits, postnatal care follow-up, and giving birth at health institutions.
– The study highlights the need to strengthen antenatal care, postnatal care follow-up, and community-based health information dissemination about neonatal danger signs.
Recommendations:
– Promote and prioritize antenatal care and postnatal care follow-up to improve women’s knowledge of neonatal danger signs.
– Strengthen community-based health information dissemination to increase awareness among women.
– Enhance educational opportunities for women and their husbands to improve knowledge levels.
– Encourage women to give birth at health institutions, where they can receive proper education on neonatal danger signs.
Key Role Players:
– Ministry of Health: Responsible for developing and implementing policies and programs related to maternal and child health.
– Health Extension Workers: Provide community-based health education and support.
– Health Care Providers: Deliver antenatal and postnatal care services and provide education on neonatal danger signs.
– Non-Governmental Organizations: Support the implementation of interventions and awareness campaigns.
– Community Leaders: Play a crucial role in disseminating information and encouraging women to seek care.
Cost Items for Planning Recommendations:
– Training and capacity building for health care providers and health extension workers.
– Development and dissemination of educational materials on neonatal danger signs.
– Community-based awareness campaigns, including materials and outreach activities.
– Strengthening antenatal and postnatal care services, including staffing and equipment.
– Monitoring and evaluation of interventions to assess their effectiveness and make necessary adjustments.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is based on a systematic review and meta-analysis, which provides a high level of evidence. The study included a total of 14 cross-sectional studies with a large sample size, which adds to the strength of the evidence. The study also used appropriate statistical methods to assess heterogeneity and publication bias. However, the abstract does not provide information on the quality assessment of the included studies, which could affect the overall strength of the evidence. To improve the evidence, it would be helpful to include a brief summary of the quality assessment results and any limitations of the included studies.

Introduction: Reducing neonatal mortality is an essential part of the third Sustainable Development Goal, to end preventable child deaths. Neonatal danger signs are the most common cause of neonatal mortality and morbidity. In Ethiopia, most babies are born at home or are discharged from the health institutions in the first 24 h, as a result enhancing women’s knowledge towards neonatal danger signs and its complication might reduce neonatal morbidity and mortality. Therefore, this systematic review and meta-analysis aimed to assess the women knowledge towards neonatal danger signs in Ethiopia. Method: MEDLINE/PubMed, Scopus, Hinari, Google scholar, web of science electronic databases and grey literature from repository were searched for all the available studies. Fourteen cross sectional studies were included in this systematic review and meta-analysis. Subgroup analysis was conducted for the evidence of heterogeneity. Cochrane I2 statistics were used to check the heterogeneity of the studies. Egger test with funnel plot were used to investigate publication bias. Result: Fourteen cross-sectional studies with a total of 6617 study participants were included for this study. The overall pooled prevalence of women’s knowledge towards neonatal danger sign was 40.7% (95%CI, 25.72, 55.67). Having higher educational status of the women (AOR = 3.86, 95%CI: 2.3-6.5), having higher educational status of the husband (AOR = 4.57, 95%CI: 3.29-6.35), access to mass media (AOR = 1.69, 95%CI: 1.17-2.23), having antenatal care visits (AOR = 2.63, 95%CI: 1.13-4.67), having postnatal care follow up (AOR = 2.55, 95%CI; 1.72-3.79) and giving birth at health institutions (AOR = 2.51, 95%CI:1.68-3.74) were factors associated with knowledge of the women towards danger sign of the neonate. Conclusion: In this systematic review and meta-analysis the pooled prevalence of maternal knowledge towards neonatal danger sign was low. Educational status of the mother, educational status of the husband, access to mass media, antenatal care follow-up, postnatal care follow-up and place of delivery were factors associated with knowledge of the mother towards danger sign of the newborn. Promoting antenatal care, postnatal care follow-up and community-based health information dissemination about neonatal danger signs should be strengthened. Systematic review registration: PROSPERO CRD42019132179.

Ethiopia is one of low-income countries located in Eastern Africa with a total fertility rate of 4.6. This systematic review and meta-analysis were conducted to estimate the pooled prevalence of women’s knowledge towards neonatal danger signs and its associated factors in Ethiopia. Studies were searched from online databases including MEDLINE/PubMed, Scopus, Web of Science, Maternity and Infant Care and Wiley Online Library. Additionally, bibliographies of identified articles and grey literature, including Google scholar, MEDNAR, and World Wide Science were searched. Moreover, missing data were handled by contacting corresponding authors. Search terms were formulating using PICO guidelines through the online databases and comprehensive search strategy had been developed using different Boolean operators. The following search terms were used: Knowledge OR Awareness OR Understanding AND “Neonatal danger signs” OR “newborn danger signs” OR “Warning signs of newborn” OR “Neonatal warning signs” OR “Unable to breastfeeding” OR “Convulsion” OR “Lethargy” OR “Difficulty in breathing” OR “Jaundice” OR “Hypothermia” OR “Hyperthermia” OR “Pus discharge” OR “Repeated Vomiting” AND “Mother’s” OR “Women” AND “Associated factors” AND Ethiopia and related terms. Systematic review with narrative synthesis was used to summarize the findings of articles in Ethiopia. Antenatal and postnatal women were included. Observational studies (cross-sectional, case-control, and retrospective and prospective cohort studies and national survey and surveillance reports) were included. only studies conducted in Ethiopia without time limiting and reported the magnitude or at least one least adjusted associated factor of knowledge of neonatal danger signs among mother was included. Both published and unpublished reported articles in English language only were considered. Studies published till September 2/2019 were included. Citations without abstracts and/or full-text, commentaries, anonymous reports, letters, editorials and articles not reporting the outcome of the study were excluded after reviewing the full texts. This systematic review and meta-analysis had two essential outcomes. These were: The level of knowledge of women’s towards neonatal danger signs. Factors affecting knowledge of women’s towards neonatal danger signs which were measured by higher level of maternal educational status (yes/no), higher educational level of the husband (yes/no), access to mass media (yes/no), attending antenatal care visits (yes/no), attending postnatal care follow up (yes/no), place of delivery (health facility/home) were the main contributing factors for neonatal danger signs. First, all studies obtained from all databases were exported to Endnote version X8 software to remove duplicates. Then after, all studies were exported to Microsoft Excel spreadsheet. Two authors (AD and GG) independently extracted all the important data using a standardized data extraction form which was adapted from the JBI data extraction format. Substantial agreement between reviewers i.e. Cohen’s kappa coefficient > 0.60 was accepted and resolved through discussion and consensus. For the first outcome (prevalence) the data extraction format included (primary author, year of publication, regions, study area, sample size, and prevalence with 95%CI). For the second outcome (associated factors) data were extracted with 2 by 2 table format and then the log odds ratio for each factor was calculated. Two authors (AD&GG) independently assessed the quality of each studies using Newcastle-Ottawa-scale (NOS) for cross-sectional studies [13]. All Articles underwent systematic review and meta-analysis was cross-sectional studies. The methodological quality, comparability and the outcome and statistical analysis of the study were the three major assessment tools used to declare the quality of the study. Lastly, studies scored a scale of ≥7 out of 10 was considered as achieving high quality. During quality appraisal of the articles, any discrepancies between the two authors were resolved by taking the second group authors (AW, AG and BA). All of the studies were included based on the Newcastle –Ottawa Scale quality assessment criteria. Random effect model was applied to estimate the pooled prevalence of having good knowledge of neonatal danger signs among postnatal women. After extraction of the articles in Microsoft Excel spreadsheet format, the analysis was carried out using STATA version 11 statistical software. Cochrane Q-test and I2statistics were computed to assess heterogeneity among studies [14]. After computing the statistics, results showed there is significant heterogeneity among studies (I2 = 99.6%, p < 0.001). To estimate the overall prevalence of having good knowledge of the women, via back-transform of the weighted mean of the transformed proportions arcsine variance weights and Dersimonian-Laird weights for fixed-effects model and random effect model respectively [15]. Publication bias was assessed using egger’s test. Subgroup analysis was done based on study setting (facility vs community based), sample size and women’s spontaneous response to minimize the random variations between the point estimates of the primary study. Forest plot format was used to present the pooled point prevalence with 95%Cl. For associations, a log odds ratio was used to decide the association between associated factors and having good knowledge among mothers towards neonatal danger signs in the included studies.

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

1. Mobile Health (mHealth) Applications: Develop and implement mobile applications that provide information and education on neonatal danger signs and maternal health. These apps can be easily accessible to women, even in remote areas, and provide guidance and support throughout pregnancy and postpartum.

2. Community Health Workers: Train and deploy community health workers to educate women and their families about neonatal danger signs and the importance of seeking timely medical care. These workers can provide personalized support and guidance to women in their communities.

3. Telemedicine: Establish telemedicine services to connect women in remote areas with healthcare professionals. This would allow women to receive medical advice and guidance without having to travel long distances to healthcare facilities.

4. Health Information Dissemination: Strengthen community-based health information dissemination programs to raise awareness about neonatal danger signs. This can include using various channels such as radio, television, and community meetings to reach a wider audience.

5. Integration of Maternal Health Services: Improve the integration of antenatal care, postnatal care, and delivery services to ensure comprehensive and continuous care for women throughout the pregnancy and childbirth process. This can help identify and address neonatal danger signs early on.

6. Partnerships with Non-Governmental Organizations (NGOs): Collaborate with NGOs to provide resources, training, and support for maternal health initiatives. NGOs can play a crucial role in reaching underserved communities and implementing innovative solutions.

7. Maternal Health Education Programs: Develop and implement targeted education programs for women and their families, focusing on neonatal danger signs and the importance of seeking timely medical care. These programs can be conducted in healthcare facilities, community centers, and schools.

It is important to note that these are potential recommendations based on the provided information. Further research and evaluation would be needed to determine the feasibility and effectiveness of these innovations in improving access to maternal health in Ethiopia.
AI Innovations Description
The recommendation to improve access to maternal health based on the findings of this systematic review and meta-analysis is to strengthen antenatal care, postnatal care follow-up, and community-based health information dissemination about neonatal danger signs in Ethiopia.

The study found that factors such as higher educational status of the mother and husband, access to mass media, attending antenatal care visits, having postnatal care follow-up, and giving birth at health institutions were associated with higher knowledge of neonatal danger signs among women.

Therefore, promoting and increasing the utilization of antenatal care and postnatal care services can help educate women about neonatal danger signs and improve their knowledge. Additionally, community-based health information dissemination programs should be strengthened to ensure that women have access to accurate and up-to-date information about neonatal danger signs. This can be done through various channels such as community health workers, health education sessions, and the use of mass media platforms.

By improving women’s knowledge of neonatal danger signs, it is expected that there will be a reduction in neonatal morbidity and mortality rates in Ethiopia.
AI Innovations Methodology
Based on the provided description, the systematic review and meta-analysis aimed to assess women’s knowledge towards neonatal danger signs in Ethiopia. The study included 14 cross-sectional studies with a total of 6,617 study participants. The overall pooled prevalence of women’s knowledge towards neonatal danger signs was found to be 40.7%.

The study identified several factors associated with knowledge of women towards danger signs of the newborn. These factors included higher educational status of the women and husband, access to mass media, antenatal care visits, postnatal care follow-up, and giving birth at health institutions. These factors were found to be positively associated with knowledge of neonatal danger signs.

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

1. Identify the recommendations: Based on the findings of the systematic review and meta-analysis, identify the specific recommendations that can improve access to maternal health. For example, promoting antenatal care, postnatal care follow-up, and community-based health information dissemination about neonatal danger signs.

2. Define the indicators: Determine the indicators that will be used to measure the impact of the recommendations on improving access to maternal health. These indicators could include the percentage of women receiving antenatal care, postnatal care, and knowledge of neonatal danger signs.

3. Collect baseline data: Collect baseline data on the selected indicators before implementing the recommendations. This data will serve as a reference point for comparison after the implementation of the recommendations.

4. Implement the recommendations: Implement the identified recommendations to improve access to maternal health. This could involve strengthening antenatal care and postnatal care services, conducting community-based health education programs, and improving access to healthcare facilities for childbirth.

5. Monitor and evaluate: Continuously monitor and evaluate the impact of the implemented recommendations on the selected indicators. This could involve collecting data on the indicators at regular intervals after the implementation of the recommendations.

6. Analyze the data: Analyze the collected data to assess the impact of the recommendations on improving access to maternal health. Compare the post-implementation data with the baseline data to determine any changes or improvements in the selected indicators.

7. Interpret the results: Interpret the results of the data analysis to understand the effectiveness of the implemented recommendations in improving access to maternal health. Identify any trends or patterns that emerge from the data.

8. Adjust and refine: Based on the results and findings, make any necessary adjustments or refinements to the recommendations and implementation strategies. This could involve modifying the interventions, targeting specific populations, or addressing any identified gaps or challenges.

By following this methodology, it will be possible to simulate the impact of the recommendations on improving access to maternal health and assess the effectiveness of the interventions in reducing neonatal morbidity and mortality in Ethiopia.

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