Depression and its psychosocial risk factors in pregnant Kenyan adolescents: A cross-sectional study in a community health Centre of Nairobi

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Study Justification:
– Adolescent pregnancies in urban resource-deprived settlements in Kenya can lead to adverse mental health and psychosocial issues, particularly depression.
– Depression is a significant contributor to years lived with disability in sub-Saharan Africa.
– This study aimed to determine the prevalence of depression and related psychosocial risks among pregnant adolescents attending a maternal and child health clinic in Nairobi, Kenya.
Study Highlights:
– A convenient sample of 176 pregnant adolescents between the ages of 15-18 participated in the study.
– The prevalence of depression among the participants was 32.9%.
– The study identified several psychosocial factors associated with depression, including experiencing a stressful life event, lack of social support, being diagnosed with HIV/AIDS, and being young.
Study Recommendations:
– Interventions should be targeted towards pregnant adolescents in urban resource-deprived areas of Kenya, with a focus on those at highest risk, such as younger individuals and those who are HIV positive.
– Support should be provided to pregnant adolescents experiencing significant stress.
Key Role Players Needed to Address Recommendations:
– Maternal and child health clinics
– Community health workers
– Mental health professionals
– Social workers
– Non-governmental organizations (NGOs) working in the field of adolescent health
Cost Items to Include in Planning the Recommendations:
– Training and capacity building for healthcare providers and community health workers
– Development and implementation of intervention programs targeting pregnant adolescents
– Provision of mental health services and support
– Awareness campaigns and community outreach activities
– Monitoring and evaluation of intervention programs

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is rated 7 because it provides a clear description of the study design, sample size, data collection methods, and statistical analysis. However, it does not provide information on the representativeness of the sample or the generalizability of the findings. To improve the evidence, the abstract could include information on the recruitment process, such as how participants were selected and whether they were representative of the target population. Additionally, it would be helpful to include information on the limitations of the study, such as potential biases or confounding factors that may have influenced the results.

Background: Adolescent pregnancies within urban resource-deprived settlements predispose young girls to adverse mental health and psychosocial adversities, notably depression. Depression in sub-Saharan Africa is a leading contributor to years lived with disability (YLD). The study’s objective was to determine the prevalence of depression and related psychosocial risks among pregnant adolescents reporting at a maternal and child health clinic in Nairobi, Kenya. Methods: A convenient sample of 176 pregnant adolescents attending antenatal clinic in Kangemi primary healthcare health facility participated in the study. We used PHQ-9 to assess prevalence of depression. Hierarchical multivariate linear regression was performed to determine the independent predictors of depression from the psychosocial factors that were significantly associated with depression at the univariate analyses. Results: Of the 176 pregnant adolescents between ages 15-18 years sampled in the study, 32.9% (n=58) tested positive for a depression diagnosis using PHQ-9 using a cut-off score of 15+. However on multivariate linear regression, after various iterations, when individual predictors using standardized beta scores were examined, having experienced a stressful life event (B=3.27, P=0.001, β =0.25) explained the most variance in the care giver burden, followed by absence of social support for pregnant adolescents (B=-2.76, P=0.008, β=-0.19), being diagnosed with HIV/AIDS (B=3.81, P=0.004, β =0.17) and being young (B=2.46, P=0.038, β =0.14). Conclusion: Depression is common among pregnant adolescents in urban resource-deprived areas of Kenya and is correlated with well-documented risk factors such as being of a younger age and being HIV positive. Interventions aimed at reducing or preventing depression in this population should target these groups and provide support to those experiencing greatest stress.

We carried out a cross-sectional study assessing depression and associated psychosocial risk factors in pregnant adolescents attending a Maternal Child Health clinic at a Nairobi community health care center located within the informal settlement. The facility is operated through the County Council of Nairobi giving free maternity services and caters for low-and-middle income wage earners from nearby informal settlements. It receives between 12 and 15 pregnant women every day and operates every weekday. We recruited 176 participants between ages 15-18 years using a prevalence rate of 13% from a study [36]; using Cochran sample size estimation (1977) for a cross-sectional study keeping alpha at p  15+) and also to identify severity [41], the higher scores are an indication of greater severity depression. Due to the peripartum nature of depression in adolescents, we used EPDS as a screener to identify likelihood of depression. We reported scores on PHQ- 9 for those who tested positive in EPDS primarily for test-retest reliability [42] and to categorize depression severity. The collection of data from these tools ensured internal validity through triangulation in evaluation of data and findings while external validity was obtained to the extent that these study findings can be generalized to other populations. During assessments, we targeted participants whose gestation period was 4 months and above and sought clarification on the duration of somatic symptoms of depression from normal pregnancy related symptoms. Participants who scored above > = 15+ on PHQ-9 (i.e. from moderately severe category onwards) were considered to have symptoms of depression and were therefore referred for specialized care. SPSS version 22 [43] was used in data analysis. The association between depression and its psychosocial correlates was determined in two ways. Firstly, we divided our sample into two groups (depressed and non-depressed according to PHQ-9 cut-off score 15+ or more) and compared these groups using chi-square test. Secondly, we assessed each potential correlates with the PHQ-9 score using independent samples t-test and ANOVA. Hierarchical multivariate linear regression analyses were performed to determine the independent predictors of depression from the psychosocial factors that were significantly associated with depression at the univariate analyses. We ran regression analysis by entering the participants’ socio-demographical variables into Block 1, followed by other characteristics/ conditions in Block 2. There were no missing data for all the independent and dependent variables. Prior to running the analysis, all assumptions were checked including univariate/multivariate normality, linearity, homoscedasticity and diagnostic testing for multi-collinearity and independence of errors. After checking for univariate normality, the PHQ depression scores was transformed by a two-step approach using inverse distribution function (IDF) using maximum likelihood estimator (MLE) in which we retained the original series mean and standard deviation to improve the interpretation of results. The level of statistical significance was kept at P < 0.05, all tests were two sided.

Based on the information provided, here are some potential innovations that could be used to improve access to maternal health for pregnant adolescents in urban resource-deprived areas of Kenya:

1. Mobile Health (mHealth) Applications: Develop and implement mobile health applications that provide information and support for pregnant adolescents, including resources for mental health and psychosocial support. These apps could provide educational materials, appointment reminders, and access to counseling services.

2. Community Health Workers: Train and deploy community health workers who can provide outreach and support to pregnant adolescents in their communities. These workers can offer counseling, education, and referrals to appropriate services, including mental health support.

3. Telemedicine: Establish telemedicine services that allow pregnant adolescents to access healthcare professionals remotely. This could include virtual consultations with doctors, psychologists, and other specialists, reducing the need for in-person visits and increasing access to care.

4. Peer Support Programs: Create peer support programs specifically for pregnant adolescents, where they can connect with and receive support from other young mothers who have experienced similar challenges. These programs can be facilitated through in-person meetings or online platforms.

5. Integrated Care: Implement integrated care models that bring together maternal health services, mental health services, and social support services in one location. This would ensure that pregnant adolescents receive comprehensive care that addresses their physical, mental, and social needs.

6. Sensitization and Awareness Campaigns: Conduct sensitization and awareness campaigns to reduce the stigma associated with adolescent pregnancy and mental health issues. These campaigns can help educate the community about the importance of supporting pregnant adolescents and seeking help for mental health concerns.

7. Collaborations and Partnerships: Foster collaborations and partnerships between healthcare providers, community organizations, and government agencies to improve access to maternal health services. By working together, these stakeholders can pool resources, share expertise, and develop innovative solutions to address the unique needs of pregnant adolescents.

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 resources available in urban resource-deprived areas of Kenya.
AI Innovations Description
The study described is focused on assessing depression and associated psychosocial risk factors in pregnant adolescents attending a Maternal Child Health clinic in a Nairobi community health care center. The study found that depression is common among pregnant adolescents in urban resource-deprived areas of Kenya and is correlated with risk factors such as being of a younger age and being HIV positive.

Based on the findings of this study, a recommendation to improve access to maternal health for pregnant adolescents could be to implement targeted interventions that address the identified risk factors. These interventions could include:

1. Mental health screening and support: Implement routine mental health screening for pregnant adolescents attending maternal health clinics. This could involve using validated screening tools, such as the PHQ-9, to identify those at risk of depression. Pregnant adolescents who screen positive for depression should be provided with appropriate mental health support, including counseling and referral to specialized care if needed.

2. Social support programs: Develop and implement programs that provide social support to pregnant adolescents, particularly those who lack social support. This could involve creating support groups or peer mentoring programs where pregnant adolescents can connect with others who are going through similar experiences. These programs can provide emotional support, practical advice, and a sense of community.

3. Education and awareness: Increase awareness among pregnant adolescents, their families, and the community about the importance of mental health during pregnancy. This can be done through educational campaigns, community workshops, and outreach programs. By raising awareness, stigma surrounding mental health issues can be reduced, and individuals may be more likely to seek help and support.

4. Integrated care: Ensure that maternal health services are integrated with mental health services. This can involve training healthcare providers in identifying and addressing mental health issues in pregnant adolescents, as well as establishing referral pathways between maternal health clinics and mental health facilities. By integrating care, pregnant adolescents can receive comprehensive support for both their physical and mental health needs.

5. Targeted interventions for high-risk groups: Develop targeted interventions for pregnant adolescents who are at higher risk of depression, such as those who have experienced a stressful life event or who are HIV positive. These interventions could include tailored counseling, support groups, and specialized care to address their specific needs.

Overall, by implementing these recommendations, access to maternal health for pregnant adolescents can be improved, and the mental health needs of this vulnerable population can be better addressed.
AI Innovations Methodology
Based on the provided information, here are some potential recommendations for improving access to maternal health:

1. Increase awareness and education: Implement comprehensive education programs targeting pregnant adolescents and their caregivers to raise awareness about the importance of maternal health and the risks associated with depression. This can be done through community outreach programs, school-based initiatives, and media campaigns.

2. Strengthen support networks: Develop support networks for pregnant adolescents, including peer support groups, counseling services, and community-based organizations. These networks can provide emotional support, guidance, and resources to help pregnant adolescents cope with psychosocial challenges and reduce the risk of depression.

3. Improve access to mental health services: Enhance access to mental health services specifically tailored for pregnant adolescents, including screening, diagnosis, and treatment for depression. This can be achieved by integrating mental health services into existing maternal and child health clinics, training healthcare providers on adolescent mental health, and ensuring availability of appropriate medications and therapies.

4. Address social determinants of health: Address the social determinants of health that contribute to depression among pregnant adolescents, such as poverty, lack of social support, and stigma. This can be done through targeted interventions that address these underlying factors, such as providing financial assistance, promoting social inclusion, and implementing anti-stigma campaigns.

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 key indicators that measure access to maternal health, such as the number of pregnant adolescents receiving antenatal care, the percentage of pregnant adolescents screened for depression, and the availability of mental health services in the community.

2. Collect baseline data: Gather baseline data on the selected indicators before implementing the recommendations. This can be done through surveys, interviews, and data collection from healthcare facilities and community organizations.

3. Implement the recommendations: Roll out the recommended interventions and initiatives aimed at improving access to maternal health. This may involve training healthcare providers, establishing support networks, and implementing awareness campaigns.

4. Monitor and evaluate: Continuously monitor and evaluate the impact of the recommendations on the selected indicators. This can be done through regular data collection, surveys, and feedback from pregnant adolescents and healthcare providers.

5. Analyze the data: Analyze the collected data to assess the changes in the selected indicators after implementing the recommendations. This may involve statistical analysis, comparing pre- and post-intervention data, and identifying trends and patterns.

6. Draw conclusions and make adjustments: Based on the analysis, draw conclusions about the impact of the recommendations on improving access to maternal health. Identify any gaps or areas for improvement and make adjustments to the interventions as needed.

7. Communicate the findings: Share the findings of the impact assessment with relevant stakeholders, including policymakers, healthcare providers, and community organizations. Use the findings to advocate for further investment and support in initiatives that improve access to maternal health for pregnant adolescents.

By following this methodology, it is possible to simulate the impact of the recommendations on improving access to maternal health and make evidence-based decisions for future interventions.

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