Place of Delivery Associated With Postnatal Care Utilization Among Childbearing Women in Zambia

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Study Justification:
The study aimed to investigate the association between place of delivery and postnatal care (PNC) utilization among childbearing women in Zambia. This is important because PNC is critical for preventing maternal morbidity and mortality, yet the proportion of women utilizing this service is low in Zambia. Understanding the factors influencing PNC utilization can help program managers and policymakers develop targeted interventions to increase access to health facility delivery and improve maternal health outcomes.
Highlights:
– Women who delivered in a health facility were more likely to utilize PNC in the first 48 hours compared to those who did not deliver in a health facility.
– Different types of health facilities, including government hospitals, government health centers/clinics, other public sector facilities, private hospitals/clinics, and mission hospitals/clinics, were associated with higher PNC utilization rates.
– Women who were attended to by skilled personnel during delivery were more likely to utilize PNC.
– Women from rural areas were less likely to utilize PNC in the first 48 hours.
Recommendations for Lay Reader:
– The study findings suggest that delivering in a health facility increases the likelihood of receiving postnatal care within the first 48 hours after giving birth.
– It is important to ensure access to health facility delivery for all women, especially those in rural areas.
– Efforts should be made to increase the availability of skilled personnel during delivery to improve PNC utilization rates.
– Maternal health education should emphasize the importance of health facility delivery and postnatal care.
Recommendations for Policy Maker:
– Interventions should focus on reaching the most affected subpopulations, such as young and rural women, to increase access to health facility delivery and postnatal care.
– Policies should address the inequity-related dynamics and imbalances that affect access to healthcare, particularly in rural and poor areas.
– Investments should be made to improve the availability and distribution of health facilities and skilled personnel in underserved areas.
– Maternal health education programs should be implemented to raise awareness about the benefits of health facility delivery and postnatal care.
Key Role Players:
– Program managers: Responsible for implementing interventions to increase access to health facility delivery and postnatal care.
– Policymakers: Responsible for developing policies that address inequities in healthcare access and promote maternal health.
– Health facility administrators: Responsible for ensuring the availability of skilled personnel and adequate resources for postnatal care.
– Community health workers: Responsible for providing education and outreach to promote health facility delivery and postnatal care.
– Non-governmental organizations: Can play a role in supporting interventions and advocacy efforts to improve maternal health outcomes.
Cost Items for Planning Recommendations:
– Infrastructure development: Budget for constructing or upgrading health facilities in underserved areas.
– Human resources: Budget for hiring and training skilled personnel, including midwives and nurses.
– Equipment and supplies: Budget for procuring necessary medical equipment and supplies for postnatal care.
– Outreach and education: Budget for developing and implementing maternal health education programs.
– Monitoring and evaluation: Budget for monitoring the implementation and impact of interventions on PNC utilization.

Objective: Postnatal care (PNC) utilization is critical to the prevention of maternal morbidity and mortality. Despite its importance, the proportion of women utilizing this service is still low in Zambia. We investigated if place of delivery was associated with PNC utilization in the first 48 h among childbearing women in Zambia. Methods: Data from the 2013/14 Zambia Demographic and Health Survey for women, aged 15–49 years, who reported giving birth in the 2 years preceding the survey was used. The data comprised of sociodemographic and other obstetric data, which were cleaned, recoded, and analyzed using STATA version 13 (Stata Corporation, College Station, TX, USA). Multivariate logistic regression was used to examine the association of place of delivery and other background variables. Results: Women who delivered in a health facility were more likely to utilize PNC in the first 48 h compared to those who did not deliver in a health facility: government hospital (AOR 7.24, 95% CI 4.92–11.84), government health center/clinic (AOR 7.15 95% CI 4.79–10.66), other public sector (AOR 23.2 95% CI 3.69–145.91), private hospital/clinic (AOR 10.08 95% CI 3.35–30.35), and Mission hospital/clinic (AOR 8.56 95% CI 4.71–15.53). Additionally, women who were attended to by a skilled personnel during delivery of the baby were more likely to utilize PNC (AOR 2.30, 95% CI 1.57–3.37). Women from rural areas were less likely to utilize PNC in the first 48 h (AOR 0.70, 95% CI 0.53–0.90). Conclusion: Place of delivery was found to be linked with PNC utilization in this population although access to health care is still driven by inequity-related dynamics and imbalances. Given that inequity stresses are heaviest in the rural and poor groups, interventions should aim to reach this group. Significance: The study results will help program managers to increase access to health facility delivery and direct interventional efforts toward the affected subpopulations, such as the young and rural women. Furthermore, results will help promote maternal health education on importance of health facility delivery and advise policy makers and program implementers.

This was a cross-sectional study based on the 2013/14 ZDHS. The 2013/14 ZDHS is a nationally representative survey of 16,411 women aged 15–49 years and 14,773 men aged 15–59 years. The population that was focused on was that of females of the reproductive age, between 15 and 49 years. This study included all women who had a child within the 2 years preceding the survey. The utilization of PNC was considered for the last birth prior to the survey. All women age 15–49 that were either permanent residents of the households in the sample or visitors present in the household on the night before the survey were eligible to be interviewed. All women who had a child within 2 years preceding the survey but did not attend PNC were excluded. The ZDHS used a two-stage stratified sampling. For the selection of clusters and households, probability proportional to size at first stage, and equal probability systematic sampling was applied at second stage. The details of the ZDHS methodology are recorded in the reports (5). The PNC utilization study was based on data that was extracted from the 2013/14 ZDHS Women’s questionnaire. Women who reported having given birth two years prior to the survey and utilized PNC defined the sample of this study (n = 5,074). From these women aged 15–49 years who were captured in the survey, the proportion that attended PNC in the first 48 h after birth of the baby comprised de facto eligible sample. The explanatory variables included; mother’s age at birth (in years, ordered), birth order, place of delivery (health facility delivery or other place, e.g., home), residence (urban or rural), maternal education and wealth status, maternal and paternal occupation, birth attendance during delivery (skilled attendance), ANC timing, marital status, distance to a health facility, and being told about pregnancy complications. These factors were found to be significantly associated with PNC utilization in studies done for example, in Nepal and Tanzania (13, 14). The outcome of interest was PNC utilization (either in the first 48 h or after 48 h following the delivery of the baby) by women aged 15–49 years who had a baby 2 years prior to the survey considering the most recent birth. Descriptive and inferential statistics were used to examine if place of delivery was associated with PNC utilization in the first 48 h after birth. In the first step, univariate analysis (initially by cross tabulations by Pearson’s chi-squared test) and later multiple logistic regression, incorporating survey weights were performed to examine if place of delivery was associated with PNC in the first 48 h after birth. A p value of <0.05 was considered significant with 95% confidence interval (95% CI). STATA version 13 (Stata Corporation, College Station, TX, USA) was used for all analyses in this study. Ethical approval for the 2013/14 ZDHS was obtained from the Tropical Diseases Research Centre in Ndola, Zambia and the US Centre for Disease Control and Prevention Atlanta Research Ethics Review Board. Participation in the survey was based on informed and voluntary consent. The re-analysis of the data reported in this study did not infringe on participants’ privacy and was judged to pose no risk, since these data were already de-identified, approved, and made available for public use. Additionally, clearance was obtained from Excellency in Research Ethics and Science Committee that granted approval to conduct this study on the factors associated with maternal PNC utilization based on the 2013/14 ZDHS (Ref. no. 2016-June-014).

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

1. Mobile health clinics: Implementing mobile health clinics that can travel to rural areas and provide maternal health services, including postnatal care, to women who may not have easy access to health facilities.

2. Telemedicine: Utilizing telemedicine technology to provide remote consultations and follow-up care for women in remote areas. This can help bridge the gap between healthcare providers and patients, allowing women to receive necessary care without having to travel long distances.

3. Community health workers: Training and deploying community health workers who can provide basic maternal health services, including postnatal care, in underserved areas. These workers can educate women on the importance of postnatal care and provide support and guidance during the postpartum period.

4. Public-private partnerships: Collaborating with private healthcare providers to increase access to maternal health services. This can involve subsidizing costs or providing incentives for private facilities to offer affordable or free postnatal care services.

5. Improving transportation infrastructure: Investing in transportation infrastructure, such as roads and transportation networks, to ensure that women can easily access health facilities for postnatal care. This can include providing transportation vouchers or subsidies for women who need to travel long distances.

6. Maternal health education: Implementing comprehensive maternal health education programs that focus on the importance of postnatal care and address cultural and social barriers that may prevent women from seeking care. This can help increase awareness and encourage women to prioritize their own health and well-being during the postpartum period.

These are just a few potential innovations that could improve access to maternal health. It’s important to consider the specific context and needs of the population in order to identify the most effective strategies for improving access to postnatal care.
AI Innovations Description
Based on the study “Place of Delivery Associated With Postnatal Care Utilization Among Childbearing Women in Zambia,” the following recommendation can be developed into an innovation to improve access to maternal health:

1. Strengthening Health Facility Delivery: The study found that women who delivered in a health facility were more likely to utilize postnatal care (PNC) in the first 48 hours compared to those who did not deliver in a health facility. To improve access to maternal health, it is recommended to focus on increasing the number and quality of health facilities, particularly in rural areas where access is limited. This can be achieved by investing in infrastructure, equipment, and skilled healthcare providers.

2. Promoting Skilled Attendance during Delivery: The study also found that women who were attended to by skilled personnel during delivery were more likely to utilize PNC. To improve access to maternal health, it is important to promote and ensure skilled attendance during delivery. This can be done through training and capacity building programs for healthcare providers, as well as raising awareness among pregnant women and their families about the importance of skilled attendance.

3. Targeting Rural and Poor Women: The study found that women from rural areas were less likely to utilize PNC in the first 48 hours. To address this inequity, interventions should be targeted towards reaching rural and poor women. This can be achieved through mobile health clinics, community outreach programs, and financial incentives to encourage utilization of maternal health services.

4. Maternal Health Education: The study recommends promoting maternal health education on the importance of health facility delivery. This can include raising awareness about the benefits of delivering in a health facility, the availability of postnatal care services, and the potential risks of home deliveries. Maternal health education can be delivered through community health workers, antenatal care visits, and mass media campaigns.

5. Policy and Program Implementation: The study results can be used to advise policy makers and program implementers on strategies to improve access to maternal health. This can include advocating for policies that prioritize maternal health, allocating resources to maternal health programs, and monitoring the implementation and impact of interventions.

By implementing these recommendations, it is possible to develop innovative approaches to improve access to maternal health in Zambia and potentially reduce maternal morbidity and mortality rates.
AI Innovations Methodology
Based on the provided description, here are some potential recommendations for improving access to maternal health:

1. Strengthening Health Facilities: Invest in improving the infrastructure, equipment, and staffing of health facilities, particularly in rural areas where access to quality maternal health services is limited. This could involve building new facilities, upgrading existing ones, and ensuring that they have the necessary resources to provide comprehensive maternal care.

2. Mobile Clinics and Telemedicine: Implement mobile clinics or telemedicine programs to reach remote areas where access to health facilities is challenging. These initiatives can provide essential prenatal and postnatal care, as well as connect pregnant women with healthcare professionals for consultations and advice.

3. Community Health Workers: Train and deploy community health workers to provide maternal health education, antenatal care, and postnatal support in underserved areas. These workers can play a crucial role in raising awareness about the importance of maternal health and facilitating access to healthcare services.

4. Transportation Support: Address transportation barriers by providing transportation vouchers or subsidies for pregnant women to travel to health facilities for prenatal and postnatal care. This could involve partnering with local transportation providers or implementing community-based transportation systems.

5. Health Education and Awareness: Develop and implement targeted health education campaigns to raise awareness about the importance of maternal health and the available services. This could include educating women and their families about the benefits of skilled attendance during delivery, the significance of postnatal care, and the potential risks of home births.

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 key indicators that measure access to maternal health, such as the proportion of women receiving prenatal care, the proportion of facility-based deliveries, and the proportion of women receiving postnatal care within 48 hours of delivery.

2. Data collection: Gather data on the current status of these indicators in the target population. This could involve conducting surveys, reviewing existing data sources, or collaborating with relevant health authorities and organizations.

3. Baseline assessment: Analyze the collected data to establish a baseline for the selected indicators. This will provide a benchmark against which the impact of the recommendations can be measured.

4. Modeling the impact: Use statistical modeling techniques, such as regression analysis or simulation models, to estimate the potential impact of each recommendation on the selected indicators. This could involve analyzing the association between place of delivery and postnatal care utilization, as well as considering other factors such as socioeconomic status, education, and distance to health facilities.

5. Scenario analysis: Develop different scenarios that reflect the implementation of the recommendations. For each scenario, simulate the expected changes in the selected indicators based on the estimated impact of the recommendations.

6. Evaluation and comparison: Compare the simulated results of each scenario to the baseline assessment to evaluate the potential impact of the recommendations. This will help identify the most effective strategies for improving access to maternal health.

7. Policy and program recommendations: Based on the simulation results, provide evidence-based recommendations for policymakers and program implementers to guide decision-making and resource allocation for improving access to maternal health.

It is important to note that the methodology described above is a general framework and may need to be adapted based on the specific context and available data.

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