Factors associated with maternal healthcare services utilization in nine high focus states in India: a multilevel analysis based on 14 385 communities in 292 districts

Nurturing networks: Connecting the dots between social capital and antenatal care in south Karnataka, India

Introduction

Antenatal care (ANC) is one of the pillars of primary healthcare in India. Timely and appropriate ANC can reduce complications from pregnancy and childbirth. Social capital-the collective benefit for an individual when part of a larger society-has the potential to improve the uptake of ANC services.

Objective

To assess social capital and its association with ANC utilization in a peri-urban area in south India.

Methodology

A cross-sectional study was conducted in two sub-center areas of Anekal Taluk in Bangalore Urban District, south India. A total of 350 women were interviewed on socio-demography, obstetric history, ANC utilization, and social capital. A composite index for quality ANC was constructed from various ANC services and social capital was measured using a validated 13-item instrument. Bivariate associations with socio-demographic variables, obstetric factors, and social capital were assessed. Logistic regression models were used to determine the association between quality ANC and social capital after controlling for covariates.

Results

Mean age was 24.19 ± 3.56 years and mean education was 9.03 ± 4.98 years. Of all the women, 85% were homemakers and 70% belonged to the lower and middle classes. Quality ANC was achieved by 42.8% of the women. Being from Handenahalli subcentre (OR: 2.21; 95% CI: 1.36-3.60), completing secondary (OR: 4.56; 95% CI: 1.86-11.17) or higher education (OR: 5.95; 95% CI: 2.28-15.51), being gainfully employed (OR: 2.18; 95% CI: 1.06-4.48), belonging to middle class (OR: 2.37; 95% CI: 1.24-4.53), and feeling like one belongs to the village (OR: 8.33; 95% CI: 1.73-40.11.53) were significant predictors of achieving quality ANC.

Conclusion

Even though individual services of the ANC were achieved by more than 80% of women, quality ANC was accomplished by less than half. Apart from factors like education, occupation, and geographic area; social capital factors, like social cohesion, proved to be a strong predictor of quality ANC. Social capital should be leveraged to empower society to further strengthen access to quality ANC services.

Effects of Women's Participation in Household Decision Making on Skilled Birth Attendants Supervised Delivery in Bangladesh

Background

While the importance of women's participation in household decision making in enhancing access to healthcare services is widely acknowledged, limited evidence exists on the link between women's participation in household decision making and skilled birth attendants (SBA) supervised delivery. This study aims to fill this gap by examining the effects of women's participation in household decision making on SBA supervised delivery in Bangladesh.

Methods

Data of 3607 mothers who had given birth within 2 years of the survey date were extracted from the 2022 Bangladesh Demographic and Health Survey (BDHS) and analyzed. The outcome variable considered was SBA supervised delivery, and the primary explanatory variable was a composite index of women's participation in household decision making generated from their responses regarding decision-making on own healthcare, large household purchases, and visits to their family or relatives. Multi-level mixed-effects logistic regression was used to explore the effects of women's participation in household decision making on SBA supervised delivery, adjusted for potential confounders.

Results

The reported prevalence of SBA supervised delivery was 70%. Women lacking participation power and moderately empowerment in household decision-making were 15% (aOR= 0.85, 95% CI: 0.66-1.08) and 20% less likely to had SBA supervised delivery (aOR = 0.80, 95% CI: 0.64-0.99) compared to those with high participation power, respectively. This association remained consistent across all 3 empowerment domains, with lower likelihoods of SBA supervised delivery among women lacking empowerment.

Conclusion

The findings of this research affirm the positive effects of women's participation in household decision making on SBA supervised delivery in Bangladesh. Recommendations include increasing women's empowerment in household decision making and raising awareness and education about the importance of SBA supervised delivery.

Exploring the attitudes and beliefs of women regarding the implementation of midwife-led care in India: A mixed methods study

PROBLEM

Despite the recent introduction of midwifery services in India to improve maternal and newborn healthcare, there is limited research on women's perspectives on midwife-led care.

BACKGROUND

The Government of India initiated midwifery services guidelines in 2018 to improve the quality of care for pregnant women and newborns across the country. It is important to develop evidence-based strategies which can optimise the implementation of these new midwifery services.

AIM

This study explored women's attitudes and beliefs towards the implementation of midwife-led care in two southern states of India.

METHODS

A convergent mixed methods design was employed using an online questionnaire and semi-structured online interviews. Quantitative data was analysed using descriptive statistics and qualitative analysis used a framework approach. Data from both sources were then integrated through merging techniques.

FINDINGS

A total of 307 women completed the online survey, and 23 participated in in-depth interviews. The study highlighted inadequate knowledge of midwife-led care among women. Despite this, 60 % expressed optimism about its benefits. Key factors to women's acceptance included better understanding outcomes, having trust in midwives, receiving respectful care, and having autonomy in decision-making. They also required midwife-led birthing units would be clean, accessible, and well resourced.

DISCUSSION

Most participants perceived midwife-led care as beneficial, valuing its skilled, responsive and compassionate services.

CONCLUSION

Insights from this study have implications for the implementation of midwife-led care which should consider the informational needs, safety standards and cultural contexts of women and their families living in both urban and rural areas of India.

An assessment of adequate quality antenatal care and its determinants in India

BACKGROUND

Antenatal care (ANC) is an important component in the continuum of care. Providing adequate quality ANC is necessary to prevent maternal and newborn mortality. The coverage of ANC has increased significantly in the last decade in India, but a mere increase in coverage is insufficient if the issue of quality is not simultaneously addressed. This study examines the change in each component of quality ANC between 2015-16 and 2019-21, highlights the factors associated with adequate quality ANC, and observes the state- and district-level distribution of adequate quality ANC during 2019-21.

METHODS

This study is based on data from the two most recent rounds of the National Family Health Survey (NFHS), the Indian equivalent of the Demographic and Health Surveys (DHS). These rounds were conducted in 2015-16 and 2019-21 in selected households of India with a total of 190,797 and 176,843 sampled births, respectively. The dependent variable was quality antenatal care, a composite variable consisting of skilled healthcare providers, timeliness, sufficiency, and appropriateness of content. The independent variables were mother's age, education, wealth quintile, birth order, mass media exposure, health insurance coverage, relationship with the head of household, facility exposure, intended pregnancy, history of adverse pregnancy outcomes, and other socio-demographic variables. Change in each component and dimension of quality antenatal care was assessed using data from both rounds of the survey. A multivariate multinomial logistic regression analysis was employed to identify the determinants of adequate quality ANC using the NFHS-5 data.

RESULTS

The findings revealed that 32 per cent of mothers received adequate quality antenatal care in 2019-2021, an increase of only 9% points compared to the 2015-16 period. Two significant barriers to achieving adequate quality antenatal care, in terms of appropriateness of content, were the provision of Iron and Folic Acid (IFA) tablets and counselling. The highest utilisation of adequate quality antenatal care was observed in the southern states. The utilisation of quality ANC increased with an increase in women's education and wealth status; and was more prevalent among those with health insurance coverage and exposure to mass media.

CONCLUSION

Despite some improvements in the coverage of antenatal care, the quality of antenatal care continues to be very low and needs urgent attention. Achieving quality antenatal care in both content and experience requires addressing service gaps and developing better measures to capture and improve women's care experiences.

Health impact evaluation of Aspirational Districts Program in India: Evidence from National Family Health Survey

The Aspirational District Program (ADP) is a unique initiative of Government of India launched in 2018 that aims to reduce inter-district multidimensional inequality. ADP aims to bring the least developed districts to catch up with the rest of the other districts in the country. The program is comprehensive in its scope as it targets improvement of several key development indicators spanning health and nutrition, education, agriculture and water resources, financial inclusion and skill development and basic infrastructure indicators. Aspirational districts (ADs) are eligible for enhanced funding and priority allocation of various initiatives undertaken by the central and the state governments. Our research estimates the causal impact of ADP on the targeted health and nutrition indicators using a combination of propensity score matching and difference-in-differences (PSM-DID). We use the fourth and fifth rounds of National Family Health Survey (NFHS) data collected in 2015-16 and 2019-21 respectively which serve as the pre and post-treatment data for our analysis. Moreover, we take advantage of the transparent mechanism outlined for the identification of ADs under ADP, which we use for propensity score matching for our PSM-DID. While we observe negative impact of ADP on early initiation of breastfeeding, we believe that the impact is confounded with the effects of Covid-19 since part of NFHS-5 data was collected during the pandemic. However, the negative impact of ADP on early initiation of breastfeeding disappears when we only use pre-covid data (i.e. data for districts from states surveyed before the pandemic). Additionally, using pre-covid data we find a reduction in the prevalence of underweight children younger than 5 years to an extent of 2 to 4 percentage points in ADs as an impact of ADP, which is robust across multiple specification. We do not find evidence of a positive or a negative impact of ADP on any other health and nutrition indicators. Future research efforts should be made towards impact evaluation of all the targeted indicators in order to get a comprehensive unbiased evaluation of ADP.

Individual and community-level factors associated with women's utilization of postnatal care services in Uganda, 2016: a multilevel and spatial analysis

BACKGROUND

Over time, Uganda has experienced high levels of maternal mortality (435 deaths per 100,000 live births in 2006 to 336 deaths per 100,000 live births in 2016). The persistence of high levels of maternal mortality jeopardizes the achievement of Sustainable Development Goal (SDG) 3.1, which calls for reducing maternal mortality to 70 deaths per 100,000 live births by 2030. Conversely, the utilization of postnatal care (PNC) services in Uganda remained very low and has varied across regions. This study examined the individual and community-level factors influencing women's utilization of postnatal care services in Uganda.

METHODS

Secondary data from the 2016 Uganda Demographic and Health Survey (UDHS) were used in this study. The study population consisted of women aged 15 to 49 who reported giving birth in the five years preceding the 2016 UDHS survey. The factors associated with postnatal care services were identified using multilevel binary logistic regression and spatial analysis.

RESULTS

The result shows that the prevalence of postnatal care service utilization in Uganda was low (58.3%) compared to the World Health Organization (WHO) target of 100%. The univariate analysis shows that 13.7% of women were adolescents, 79% were of higher parity, and 70.4% had primary/no formal education, of which 76.6% resided in rural areas. On the other hand, the multilevel analysis results showed that women aged 20-29 years and 30-39 years were also found to be more likely to use PNC services (AOR = 1.2, 95% CI: 1.01-1.47). Women who received quality ANC (AOR = 2.1, 95% CI: 1.78-2.36) were more likely to use postnatal care services than their counterparts. At the community level, women who lived in media-saturated communities were more likely to use postnatal care services (AOR = 1.3, 95% CI: 1.01-1.65). The spatial analysis found that the Central, Eastern, and Northern regions were the areas of hotspots in the utilization of postnatal care services.

CONCLUSION

This study found that age, parity, level of education, place of residence, employment status, quality of the content of antenatal care, and community media saturation were the predictors of postnatal care service utilization. The spatial analysis showed that the spatial distributions of postnatal care service utilization were significantly varied across Uganda. The government must expand access to various forms of media throughout the country to increase PNC utilization.

Spatial distribution and associated factors of poor tetanus toxoid immunization among pregnant women in Ethiopia: spatial and multilevel analysis

Background

Neonatal mortality from tetanus can be reduced by 94% when pregnant women receive at least two doses of tetanus toxoid. In Ethiopia, immunization programs are suboptimal despite their importance. Therefore, the aim of this study was to examine the geographic distribution and associated factors of poor tetanus toxoid (TT) immunization among pregnant women in Ethiopia.

Methods

Secondary data analysis was used using the 2016 Ethiopian Demographic and Health Survey (EDHS). ArcGIS version 10.8 statistical software was used to explore the spatial distribution of poor TT immunization and SaTScan version 9.6 software was used to identify significant hotspot areas of poor TT immunization. For associated factors, a multilevel binary logistic regression model was fitted using STATA version 14 software. In the multivariable multilevel analysis, adjusted OR (AOR) with 95% CI was reported to reveal significantly associated factors of poor TT immunization.

Result

In Ethiopia, the spatial distribution of poor tetanus toxoid immunization was clustered with Global Moran's I = 0.59 at p-value of <0.0001. The highest poor TT immunization clusters were observed in the East and South Tigray, the central part of Amhara, West Afar, East Somali, and West Gambella. Pregnant women with no Antenatal care (ANC) visits [Adjusted Odds Ratio (aOR) = 10.46, 95% CI: (8.82, 12.41))], pregnant women with 1-3 ANC visits [aOR = 1.51, 95% CI: (1.31, 1.73)], media exposure [aOR = 1.45, 95% CI: (1.26, 1.67)], poor wealth index [aOR = 1.22; 95% CI: (1.03, 1.45)], middle wealth index [aOR = 1.23; 95% CI: (1.03, 1.47)], family planning use [aOR = 1.28; 95% CI: (1.11, 1.57)] and community level education [aOR = 1.43, 95% CI: (1.14, 1.80)] were significantly associated with poor tetanus toxoid immunization.

Conclusion

Poor tetanus toxoid immunization among pregnant women varies in Ethiopia. It was highest in East and South Tigray, the central part of Amhara, West Afar, East Somali, and West Gambella. Therefore, public health programs should design targeted interventions in identified hot spots to improve tetanus toxoid immunization. Health programmers should be promoting optimal ANC visits, women's education, and family planning use.

Spatial pattern and determinants of institutional delivery in Ethiopia: Spatial and multilevel analysis using 2019 Ethiopian demographic and health survey

BACKGROUND

In Ethiopia, despite the progress that has been made to improve maternal and child health, the proportion of births occurring at health institutions is still very low (26%), Which significantly contribute to a large number of maternal death 412 deaths/100,000 live births. Therefore, this study intended to determine spatial pattern and factors affecting institutional delivery among women who had live birth in Ethiopia within five years preceding survey.

METHOD

Data from 2019 Ethiopian demographic and health survey were used. Taking into account the nested structure of the data, multilevel logistic regression analysis has been employed to a nationally representative sample of 5753 women nested with in 305 communities/clusters.

RESULT

A significant heterogeneity was observed between clusters for institutional delivery which explains about 57% of the total variation. Individual-level variables: primary education (OR = 1.8: 95% CI: 1.44-2.26), secondary education (OR = 3.65: 95% CI: 2.19-6.1), diploma and higher (OR = 2.74: 95% CI: 1.02-7.34), women who had both Radio and Television were 4.6 times (OR = 4.6; 95% CI: 2.52, 8.45), four and above Antenatal visit (AOR = 2.72, 95% CI:2.2, 3.34), rich wealth index (OR = 2.22; 95% CI: 1.62-2.99), birth interval for 18 to 33 months (OR = 1.8; 95% CI: 1.19, 2.92), and women who space birth for 33 and above months (OR = 2.02; 95% CI: 1.3, 3.12) were associated with institutional delivery. Community level variables, community high proportion of antenatal visit (OR = 4.68; 95% CI: 4.13-5.30), and Region were associated with institutional delivery.

CONCLUSION

A clustered pattern of areas with low institutional delivery was observed in Ethiopia. Both individual and community level factors found significantly associated with institutional delivery theses showed the need for community women education through health extension programs and community health workers. And the effort to promote institutional delivery should pay special attention to antenatal care, less educated women and interventions considering awareness, access, and availability of the services are vital for regions. A preprint has previously been published.

Intra-regional variations and contextual effects on facility-based delivery in Bangladesh: A multi-level analysis

We examined intra-regional variations and contextual influences on institutional delivery of women using the nationally representative 2014 Bangladesh Demographic and Health Survey data. Due to the hierarchical structure of the data, we employed multi-level logistic regression analysis. Of the women who had had a live birth in the last three years preceding the survey, only 38% availed the opportunity of institutional delivery. From the findings of this study, we observed that women of the Eastern region were less likely and those of the Western region were more likely to use FBD compared to the women of the Central region. Both individual- and community-level factors influence women to use facility-based delivery. Community-level programs aimed at improving availability and easy accessibility to economically deprived and geographically disadvantaged areas may increase safe motherhood practices among women.

Determinants of postnatal care service utilization among married women in rural areas in western Ethiopia

BACKGROUND

Worldwide studies have shown that three-fourths of the total deaths during the neonatal period occur in the first week of the postnatal period. However, most of these deaths can be prevented with care during pregnancy, childbirth, and postnatal care. According to the 2016 Ethiopia Demographic and Health Survey report, 17% of women in Ethiopia had received postnatal care after childbirth. This study aimed to identify determinants of postnatal care service utilization among married women in rural areas in Western Ethiopia.

METHODS

A community-based cross-sectional study was conducted among 798 women who had given birth in the past 2 years prior to the survey between 2 and 31 January 2015. A pre-tested structured questionnaire was used to collect the data. Multivariable logistic regression was employed to determine factors affecting utilization of postnatal care. Adjusted odds ratios (AOR) and 95% confidence intervals (CI) were used to assess the strength of the associations.

RESULTS

The study showed that 188 (23.6%) women utilized postnatal care services during their last pregnancy. Women's educational level (AOR = 3.29, 95%CI = 1.89-5.73), utilization of antenatal care (AOR = 2.07, 95%CI = 1.28-3.36), awareness on the advantage of postnatal care (AOR = 2.10, 95%CI = 1.41-3.13), and knowledge of at least one danger sign during the postnatal period (AOR = 3.04, 95%CI = 2.07-4.46) showed a significant positive association with the utilization of postnatal care.

CONCLUSION

Educating women and creating awareness of maternal health care services during pregnancy increase the utilization of postnatal care services. Health care professionals should provide information on the importance of postnatal care for pregnant women during antenatal care visits.

Understanding Differences in Behaviour Patterns of Healthcare Service Elements Among Regions Applying Data Mining

Maternal and child healthcare (MCH) has always been regarded as one of the important issues globally. The aim of this article is to find out all frequently occurring healthcare service elements along with their availability conditions and their interactions with other health system (HS) elements, when coverage of priority MCH intervention was either poor or moderate or good in any region. Association rule mining technique has been used to understand the probability of occurrences of different healthcare service elements among regions. Along with the proposed analytical framework, an interactive decision support system (DSS) has also been developed on a web platform, which would help healthcare policymakers to integrate the analytical framework easily in their processes of decision-making. The system has been developed by using Shiny package on R software. Data for all variables are collected for 584 Indian districts from the third phase of district-level household and facility survey. From results, it is observed that community healthcare services, sub-centre (SC)-level healthcare services and PHC-level healthcare services of a region are very much interlinked with each other, and their relationships define the healthcare condition of that region.

Determinants of neonatal near miss among neonates admitted to public hospitals in Southern Ethiopia, 2021: A case-control study

BACKGROUND

Neonatal near-miss (NNM) cases refer to situations in which babies are on the verge of dying between the ages of 0 and 28 days due to severe morbidity that occurs during pregnancy, delivery, or extra-uterine life, but survive either by luck or due to high-quality health care. Identifying NNM cases and addressing their determinants is crucial for devising comprehensive and relevant interventions to tackle neonatal morbidity and mortality. Hence, this study aimed at finding out the determinants of NNM in neonates admitted to public hospitals in Hadiya zone, southern Ethiopia.

METHODS

A hospital-based unmatched case-control study was conducted in three selected hospitals in southern Ethiopia from May 1 to June 30, 2021. A total of 484 participants took part in the study (121 cases and 363 controls). Controls were chosen using systematic sampling approaches, whereas cases were recruited consecutively at the time of discharge. Cases were selected based on the Latin American Centre for Perinatology (CLAP) criteria of an NNM. A structured interviewer-administered questionnaire and a data extraction checklist were used for data collection. The Data were entered into Epi-Data version 3.1 and exported to SPSS version 23 for analysis. A multivariable logistic regression analysis with a p-value of <0.05 was used to determine the determinants of NNM.

RESULTS

Ninety-seven (80.1%) and 56 (46.2%) near-miss cases encountered at least one pragmatic and management criteria, respectively. The most common pragmatic and management criteria were gestational age less than 33 weeks (44.6%) and intravenous antibiotic usage up to 7 days and before 28 days of life (27.3%), respectively. A short birth interval [AOR = 2.15, 95% CI: 1.29, 3.57], lack of ANC [AOR = 3.37; 95%CI: 1.35, 6.39], Caesarean mode of delivery [AOR = 2.24; 95%CI: 1.20, 4.16], the occurrence of a third maternal delay [AOR = 3.47; 95% CI: 2.11, 5.75], and poor birth preparedness and complication readiness (BPCR) plan[AOR = 2.50; 95% CI: 1.49,4.13] were identified as a significant determinants of NNM.

CONCLUSION AND RECOMMENDATION

The provision of adequate ANC should be a priority for health care providers at service delivery points. To avoid serious neonatal problems, mothers who deliver by Cesarean section should receive more attention from their families and health care providers. Health care providers in the ANC unit should encourage pregnant women to implement the WHO-recommended elements of the BPCR plan. To achieve optimal birth spacing, healthcare providers should focus on the contraceptive provision. Unnecessary delays in health facilities during childbirth should be avoided at all costs.

Predictors of health facility childbirth among unmarried and married youth in Uganda

Background

Uganda has a high maternal mortality rate combined with poor use of health facilities at childbirth among youth. Improved use of maternal health services by the youth would help reduce maternal deaths in the country. Predictors of use of health facilities at childbirth among unmarried compared to married youth aged 15–24 years in Uganda between 2006 and 2016 are examined.

Methodology

Binary logistic regression was conducted on the pooled data of the 2006, 2011 and 2016 Uganda Demographic and Health Surveys among youth who had given birth within five years before each survey. This analysis was among a sample of 764 unmarried, compared to 5,176 married youth aged 15–24 years.

Results

Overall, unmarried youth were more likely to have a childbirth within the health facilities (79.3%) compared to married youth (67.6%). Higher odds of use of health facilities at childbirth were observed among youth with at least secondary education (OR = 2.915, 95%CI = 1.747–4.865 for unmarried vs OR = 1.633, 95%CI = 1.348–1.979 for married) and frequent antenatal care of at least four visits (OR = 1.758, 95%CI = 1.153–2.681 for unmarried vs OR = 1.792, 95%CI = 1.573–2.042 for married). Results further showed that youth with parity two or more, those that resided in rural areas and those who were engaged in agriculture had reduced odds of the use of health facilities at childbirth. In addition, among married youth, the odds of using health facilities at childbirth were higher among those with at least middle wealth index, and those with frequent access to the newspapers (OR = 1.699, 95%CI = 1.162–2.486), radio (OR = 1.290, 95%CI = 1.091–1.525) and television (OR = 1.568, 95%CI = 1.149–2.138) compared to those with no access to each of the media, yet these were not significant among unmarried youth.

Conclusion and recommendations

Frequent use of antenatal care and higher education attainment were associated with increased chances of use of health facilities while higher parity, rural residence and being employed in the agriculture sector were negatively associated with use of health facilities at childbirth among both unmarried and married youth. To enhance use of health facilities among youth, there is a need to encourage frequent antenatal care use, especially for higher parity births and for rural residents, and design policies that will improve access to mass media, youth’s education level and their economic status.

Facilitators and Barriers to the Utilisation of Maternal Healthcare Services in Empowered Action Group States, India

The use of adequate reproductive healthcare services is critical to mothers and newborn babies. This study aimed to examine the facilitators and barriers to maternal healthcare utilisation in the Empowered Action Group (EAG) states. Data were drawn from the fourth round of the National Family Health Survey, 2015–16 ( n = 103,984). In this study, full antenatal care (ANC), delivery assistance by the skilled birth attendant (SBA) and postnatal care (PNC) within 2 days of delivery were taken as indicators of maternity care. Overall, approximately 13% of women received full ANC, 69.4% were delivered by SBA and 57.7% had PNC within 2 days of delivery. The findings of this study reveal that urban residence, higher education, wealthier economic status, exposure to mass media and contraceptive use are the facilitators of maternal healthcare utilisation. On the contrary, low levels of education, poverty, marriage during childhood, having a large number of children, belonging to socioeconomically backward castes, having difficulties related to healthcare-seeking and unwanted pregnancies are some of the major barriers to the use of maternity care. This study suggests that policymakers and public health practitioners should design proper healthcare policies and programs to provide quality reproductive healthcare services, particularly among socio-economically vulnerable women.

Factors Associated with the Timing and Number of Antenatal Care Visits among Unmarried Compared to Married Youth in Uganda between 2006 and 2016

Antenatal care is an important determinant of pregnancy and childbirth outcomes. Although the youth disproportionately experience adverse maternal complications and poor pregnancy outcomes, including maternal mortality, timely and frequent use of antenatal care services among unmarried youth in Uganda remains low. This study examines the factors that are important predictors of the use of antenatal health care services among unmarried and married youth. Binary logistic regression was conducted on the pooled data of the 2006, 2011 and 2016 Uganda Demographic and Health Surveys among youth who had given birth within five years before each survey to examine the predictors of ANC use. This analysis was among a sample of 764 unmarried, compared to 5176 married youth aged 15–24 years. Overall, married youth were more likely to have more frequent antenatal care visits (56% versus 53%) and start antenatal care early (27% versus 23%) than unmarried youth. Factors significantly associated with use of antenatal care in the first trimester were education and occupation among unmarried youth, and place of residence and access to the radio among married youth. Key predictors of ANC frequency among unmarried youth were parity, education level, pregnancy desire, age group, sex of head of household and region of residence. Among married youth, significant predictors of ANC frequency were parity, pregnancy desire, occupation, access to the radio and region of residence. These findings will help inform health-care programmers and policy makers in initiating appropriate policies and programs for ensuring optimal ANC use for all that could guarantee universal maternal health-care coverage to enable Uganda to achieve the SDG3.

Bayesian Analysis of Trends in Utilization of Maternal Healthcare Services in Pakistan during 2006-2018

OBJECTIVES

This study is aimed at investigating the time trends and disparities in access to maternal healthcare in Pakistan using Bayesian models. Study Design. A longitudinal study from 2006 to 2018.

METHODS

The detailed analysis is based on the data from Pakistan Demographic and Health Survey (PDHS) conducted during 2006-2018. We have proposed Bayesian logistic regression models (BLRM) to investigate the trends of maternal healthcare in the country. Based on different goodness-of-fit criteria, the performance of proposed models has also been compared with repeatedly used classical logistic regression models (CLRM).

RESULTS

The results from the analysis suggested that BLRM perform better than CLRM. The access to antenatal healthcare increased from 61% to 86% during years 2006-18. The utilization of medication also improved from 44% in 2006 to 60% in 2018. Despite the improvements from 2006 to 2018, every three out of ten women were not protected against neonatal tetanus, neither delivered in the health facility place nor availed with the skilled health provider at the time of delivery during 2018. Similarly, two-fifth mothers did not received any skilled postnatal checkup within two days after delivery. Additionally, the likelihood of MHS provided to mothers is in favor of mothers with lower ages, lower birth orders, urban residences, higher education, higher wealth quintiles, and residents of Sindh and Punjab.

CONCLUSIONS

The gaps in utilization of MHS in different socioeconomic groups of the society have not decreased significantly during 2006-2018. Any future maternal health initiative in the country should focus to reduce the observed disparities among different socioeconomic sectors of the society.

Design of decision support system incorporating data mining algorithms for strengthening maternal and child health systems: Inclusion of systems-thinking approach

Reduction of maternal and infant mortality rates has been recognisedas one of the important goals of this century. Both coverageimprovement and inequity reduction have been set up asmillennium targets. Despite the availability of effective interventions,maternal and child healthcare conditions are not improvingin developing countries because of inefficiently functioninghealth systems. Knowledge generation about behaviors ofhealth system building blocks on the implementation of severalhealthcare interventions will help policymakers to design situation-specific and strategic interventions. A decision supportsystem has been devised incorporating data mining algorithmswhich would help to understand the condition of maternal andchild healthcare indicators; educational, socio, and economicsituations; healthcare status; and healthcare service blocksand their relationships with each other. In this paper, the designof the DSS has been discussed elaborately. To enhance a system-wide understanding of the healthcare system, all healthcare-related factors have been incorporated into this system.Three knowledge generation modules have been prepared byutilizing different visualization and data mining algorithms.

Social capital and maternal and child health services uptake in low- and middle-income countries: mixed methods systematic review

BACKGROUND

Social capital has become an important concept in the field of public health, and is associated with improved health services uptake. This study aimed to systematically review the available literature on the role of social capital on the utilization of maternal and child health services in low- and middle-income countries (LMICs).

METHODS

Mixed-methods research review and synthesis using three databases PubMed, Scopus, and Science Direct for peer-reviewed literature and Google Scholar and Google search engines for gray literature were performed. Both quantitative and qualitative studies conducted in LMICs, published in English and in grey literature were considered. Prior to inclusion in the review methodological quality was assessed using a standardized critical appraisal instrument.

RESULTS

A total of 1,545 studies were identified, of which 13 records were included after exclusions of studies due to duplicates, reading titles, abstracts, and full-text reviews. Of these eligible studies, six studies were included for quantitative synthesis, and seven were included for qualitative synthesis. Of the six quantitative studies, five of them addressed the association between social capital and health facility delivery. Women who lived in communities with higher membership in groups that helps to form intergroup bridging ties had higher odds of using antenatal care services. Synthesized qualitative findings revealed that women received some form of emotional, informational, and instrumental support from their network members. Receiving health information from trusted people and socio-cultural factors influenced the use of maternal and child health services.

CONCLUSIONS

Social capital has a great contribution to improve maternal and child health services. Countries aiming at improving maternal and child health services can be benefited from adapting existing context-specific social networks in the community. This review identified limited available evidence examining the role of social capital on maternal and child health services uptake and future studies may be required for an in-depth understanding of how social capital could improve maternal and child health services.

SYSTEMATIC REVIEW REGISTRATION

PROSPERO CRD42021226923.

Utilisation of Skilled Birth Attendant in Low- and Middle-Income Countries: Trajectories and Key Sociodemographic Factors

Reducing the maternal mortality ratio (MMR) in low- and middle-income countries (LMICs) remains a huge challenge. Maternal mortality is mostly attributed to low coverage of maternal health services. This study investigated the trajectories and predictors of skilled birth attendant (SBA) service utilisation in LMIC over the past two decades. The data was sourced from standard demographic and health surveys which included four surveys on women with livebirth/s from selected countries from two regions with a pooled sample of 56,606 Indonesian and 63,924 Nigerian respondents. Generalised linear models with quasibinomial family of distributions were fitted to investigate the association between SBA utilisation and sociodemographic factors. Despite a significant improvement in the last two decades in both countries, the change was slower than hope for, and inconsistent. Women who received antenatal care were more likely to use an SBA service. SBA service utilisation was significantly more prevalent amongst literate women in Indonesia (AOR = 1.39, 95% CI: 1.24–1.54) and Nigeria (AOR = 1.41, 95% CI: 1.31–1.53) than their counterparts. The disparity based on geographic region and social factors remained significant over time. Given the significant disparities in SBA utilisation, there is a strong need to focus on community- and district-level interventions that aim at increasing SBA utilisation.

Individual and community-level determinants of poor tetanus toxoid immunization among pregnant women in Ethiopia using data from 2016 Ethiopian demographic and health survey; multilevel analysis

Background

Tetanus is a vaccine-preventable disease that can occur in all populations, with neonates and pregnant women being at the most risk. Ethiopia has the highest maternal and neonatal tetanus morbidity and mortality rates. Besides, only 49% of mothers get vaccinated with adequate tetanus toxoid in Ethiopia which is below the world health organization recommendation. To date, there is limited evidence on the individual and community level determinants of poor tetanus toxoid (TT) immunization. Therefore, this study aimed to assess individual and community-level factors associated with poor TT immunization coverage in Ethiopia.

Method

Secondary data analysis was conducted using the 2016 Ethiopian demographic and health survey. A total of 7043 pregnant women were included in the current study. A multilevel logistic regression model was used to identify individual and community level determinants of poor tetanus toxoid immunization. Finally, the adjusted odds ratio with a 95% confidence interval was reported.

Results

In the multilevel logistic regression model adjustment, having no Antenatal care visit (AOR = 5.64; 95% CI:2.48,7.30) and having one to three antenatal care visit (AOR = 1.50; 95% CI: 1.19–1.82); poor wealth index (AOR = 1.26; 95% CI: 1.03, 1.54); not being exposed to media (AOR = 1.29; 95% CI: 1.10, 1.51); maternal unemployment (AOR = 1.15; 95% CI: 1.10, 1.31); rural residence (AOR = 1.13; 95% CI: 1.08, 1.72); and high community illiteracy (AOR = 1.28; 95% CI: 1.03, 1.58) were associated with higher odds of poor tetanus toxoid immunization. Whereas, iron uptake during pregnancy (AOR = 0.59; 95% CI: 0.51, 0.68), was associated with lower odds of poor tetanus toxoid immunization.

Conclusion

In this study tetanus toxoid (TT) vaccine utilization was affected by both community and individual-level factors. Therefore, focusing on antenatal care services especially encouraging pregnant women to have at least four visits, consulting women to be exposed to media, improving community literacy and maternal employment will help to minimize TT underutilization.

Does engagement with frontline health workers improve maternal and child healthcare utilisation and outcomes in India?

BACKGROUND

Poor Maternal and Child Health (MCH) outcomes pose challenges to India's ability to attain Goal-3 of the Sustainable Development Goals (SDGs). The government of India strengthened the existing network of frontline health workers (FHWs), under its National Rural Health Mission in 2005 and subsequent National Urban Health Mission in 2013 as a strategy to mitigate the shortage of skilled health workers and to provide affordable healthcare services. However, there is a lack of robust national-level empirical analysis on the role of maternal engagement with FHWs in influencing the level of maternal and child health care utilisation and child health outcomes in India.

METHODS

Using data from the nationally representative Indian National Family Health Survey (NFHS) 2015-2016, this paper aims to investigate the intensity of engagement of FHWs with married women of child-bearing age (15-49 years), its influence on utilisation of maternal and child healthcare services, and child health outcomes. Our empirical analyses use multivariate regression analyses, focusing on five maternal and child health indicators: antenatal care visits (ANC) (4 or > 4 times), institutional delivery, full-immunisation of children, postnatal care (PNC) (within 2 days of delivery), and child survival.

RESULTS

Our analysis finds that maternal engagement with FHWs is statistically significant and a positive predictor of maternal and child health care utilisation, and child survival. Further, the level of engagement with FHWs is particularly important for women from economically poor households. Our robustness checks across sub-samples of women who delivered only in public health institutions and those from rural areas provides an additional confidence in our main results.

CONCLUSIONS

From a policy perspective, our findings highlight that strengthening the network of FHWs in the areas where they are in shortage which can help in further improving the utilisation of maternal and child healthcare services, and health outcomes. Also, the role of FHWs in the government health system needs to be enhanced by improving skills, working environment, and greater financial incentives.

Understanding inequalities in child immunization in India: a decomposition approach

The importance of childhood immunization for healthy child growth and development is well recognized and is considered to be the best and most cost-effective lifesaver. Low socioeconomic status has been shown to be associated with low child immunization and health care utilization, but the inequalities in immunization coverage due to social and economic factors are poorly understood. This study aimed to explore the association between child immunization coverage and various socioeconomic factors and to quantify their contributions to generating inequalities in immunization coverage in India. The study data are from the National Family Health Survey-4 conducted in 2015-16. The association between socioeconomic determinants and child full immunization coverage was estimated using the χ2 test and binary logistic regression. Concentration indices were estimated to measure the magnitude of inequality, and these were further decomposed to explain the contribution of different socioeconomic factors to the total disparity in full immunization coverage. The results showed that the uptake of immunization in 2015-16 was highly associated with mother's educational status and household wealth. The concentration index decomposition revealed that inequality (immunization disadvantage) was highest among poorer economic groups and among children whose mothers were illiterate. The overall concentration index value indicates that the weaker socioeconomic groups in India are more disadvantaged in terms of immunization interventions. The results offer insight into the dynamics of the variation in immunization coverage in India and help identify vulnerable populations that should be targeted to decrease socioeconomic inequalities in the country.

Assessing the contextual effect of community in the utilization of postnatal care services in Ghana

BACKGROUND

Inequalities in the use of postnatal care services (PNC) in Ghana have been linked to poor maternal and neonatal health outcomes. This has ignited a genuine concern that PNC interventions with a focus on influencing solely individual-level risk factors do not achieve the desired results. This study aimed to examine the community-level effect on the utilization of postnatal care services. Specifically, the research explored clusters of non-utilization of PNC services as well as the effect of community-level factors on the utilization of PNC services, with the aim of informing equity-oriented policies and initiatives.

METHODS

The 2014 Ghana Demographic and Health Survey GDHS dataset was used in this study. Two statistical methods were used to analyze the data; spatial scan statistics were used to identify hotspots of non-use of PNC services and second two-level mixed logistic regression modeling was used to determine community-level factors associated with PNC services usage.

RESULTS

This study found non-use of PNC services to be especially concentrated among communities in the Northern region of Ghana. Also, the analyses revealed that community poverty level, as well as community secondary or higher education level, were significantly associated with the utilization of PNC services, independent of individual-level factors. In fact, this study identified that a woman dwelling in a community with a higher concentration of poor women is less likely to utilize of PNC services than those living in communities with a lower concentration of poor women (Adjusted odds ratio (AOR) = 0.60, 95%CI: 0.44-0.81). Finally, 24.0% of the heterogeneity in PNC services utilization was attributable to unobserved community variability.

CONCLUSION

The findings of this study indicate that community-level factors have an influence on women's health-seeking behavior. Community-level factors should be taken into consideration for planning and resource allocation purposes to reduce maternal health inequities. Also, high-risk communities of non-use of obstetric services were identified in this study which highlights the need to formulate community-specific strategies that can substantially shift post-natal use in a direction leading to universal coverage.

Community Perspectives on Men's Role in the Utilisation of Maternal Health Services Among Saharia Tribes in Gwalior, Madhya Pradesh, India: Insights from a Qualitative Study

BACKGROUND

Utilization of maternal health care services by tribal population could be detrimental in reducing high maternal mortality in Madhya Pradesh, India. A growing body of evidence indicates the positive association between male involvement and increased use of antenatal care services. Further research is required to understand barriers and possible solutions to develop culturally appropriate interventions to engage men to promote the utilization of maternal health care services.

METHODS

The study used qualitative data collected through 8 focus group discussions with men and women and 8 key informant interviews with either a community representative or health worker in two blocks dominated by Saharia tribes in Gwalior district, Madhya Pradesh, India in 2018. Information on the perception of utilization of maternal and child health services, male involvement, challenges and opportunities were elicited using a structured guide. Framework analysis was used to analyse the data.

RESULTS

Findings document barriers at the individual (poor knowledge, fear of loss of wage, choice of home as a place of delivery), community (practices that reinforced the prevailing gender norms) and health care facility level (quality and attitude of health care providers) to male engagement in utilization of maternal health services. Community perceptions on possible solutions to address these were more likely to be gender exploitative interventions.

CONCLUSION

To promote utilization of maternal health care services among Saharia tribes, this study highlights the importance of developing gender sensitive interventions that addresses the individual, community and health care facility level barriers of male involvement and do not reinforce existing gender norms.

Correlates of antenatal care usage among adolescent mothers in Nigeria: a pooled data analysis

This study examined selected correlates of timing and frequency of antenatal care visits among adolescent mothers aged 15-19 in Nigeria. Data from the women's recode dataset of the Nigeria Demographic and Health Surveys between 2003 and 2018 were pooled, with a sample size of 4,775. Multivariate data analysis was carried out using binary logistic regression. It was found that being educated (aOR = 1.54; CI = 1.14-2.08; aOR = 1.64; CI = 1.11-2.42); higher wealth status (aOR = 1.88; CI = 1.45-2.43; aOR = 1.92; CI = 1.33-2.76); contributing to health decision-making (aOR = 1.44, CI = 1.15-1.81); having an educated partner (aOR = 1.73; CI = 1.31-2.30; aOR = 2.44; CI = 1.84-3.25); and living in the South West region (aOR = 3.68; CI = 1.72-7.87) were associated with higher complete antenatal care utilization. Having difficulty getting permission to go to the health facility (aOR = 0.75, CI = 0.57-0.99) and with the distance to the health facility (aOR = 0.61, CI = 0.49-0.75) were associated with lower likelihood of ANCU. Respondents with secondary and higher education were more likely to start ANC early (aOR = 1.57, CI = 1.05-2.34), but Muslim mothers (aOR = 0.61, CI = 0.40-0.32) and those living in the North West (aOR = 0.43, CI = 0.26-0.71), South-South (aOR = 0.30, CI = 0.17-0.53) and South West (aOR = 0.29, CI = 0.12-0.69) were less likely to begin ANC early. Therefore, interventions to increase antenatal care must be region-specific, and focus attention on lower status adolescent mothers with less autonomy.

Dimensions of women's empowerment on access to skilled delivery services in Nepal

Background

Each day, approximately 810 women die during pregnancy and childbirth and 94% of the deaths take place in low and middle income countries. Only 45% of the births in South Asia are attended by skilled professionals, which is lower than that in other Asian regions. Antenatal and postnatal care received from skilled providers can help prevent maternal and neonatal mortality by identifying pregnancy-related complications. Women’s empowerment is considered to be a significant determinant of maternal health care outcomes; however, studies on the contextual influences of different dimensions of empowerment in Nepal are relatively limited. Therefore, this study analyzed nationwide survey data to examine the influence of women’s economic empowerment, sociocultural empowerment, familial/interpersonal empowerment and media and information technology empowerment on accessing skilled delivery services among the married women in Nepal.

Methods

This study examined the influence of women’s empowerment on skilled delivery services among married women (n = 4400) aged 15–49 years using data from the 2016 Nepal Demographic and Health Survey. Descriptive analysis and binary logistic regression analysis were employed to analyze the data.

Results

Significant associations were found between women’s media and information technology empowerment, economic empowerment and sociocultural empowerment and access to skilled birth attendants. Specifically, the education of women, their occupation, owning a bank account, media exposure, and internet use were significantly associated with the use of skilled birth attendants.

Conclusion

Focusing on women’s access to media and information technology, economic enhancement and education may increase the use of skilled birth attendants in Nepal.

Determinants of newborn care utilization in Pakistan: Findings from the Demographic and Health Surveys

Background: Information on determinants of postnatal care is essential for maternal health services, and this information is scarce in Pakistan. This study aimed to determine the factors of newborn postnatal care utilization from the Pakistan Demographic and Health Surveys (PDHS) conducted from 2006–2018.

Methods: We analyzed data from three rounds of cross-sectional, nationally representative PDHS 2006–07, 2012–13, and 2017–18. Multivariable logistic regression models were applied to explore factors associated with utilization of newborn postnatal care within two months.

Results: This study included 5724 women from the 2006–07 PDHS, 7461 from the 2012–13 survey, and 8287 from the 2017–18 survey. The proportion of women receiving newborn postnatal care within the first two months of delivery increased from 13% in 2006–07 to 43% in 2012–13 but dropped to 27% in 2017–18. Respondent’s occupation and prenatal care utilization of maternal health services were common factors that significantly influenced newborn postnatal care utilization within two months. The utilization of postnatal care was greater among women having educated husbands and where the first child was a male in PDHS 2007 round. Higher wealth index and educated respondent had higher postnatal care utilization odds in DHS 2012 and DHS 2018. However, the odds of using postnatal care decreased with the number of household members and total number of children ever born in DHS 2012 and 2018 rounds.

Conclusions: There was a general increase in the proportion of women who utilized postnatal care for their newborns during 2006–2013 but a decrease in 2018. The decreased utilization in 2018 warrants further investigation. Improving women’s economic status, education, employment, and antenatal care attendance and reducing parity may increase newborn postnatal care utilization.

Establishing reference costs for the health benefit packages under universal health coverage in India: cost of health services in India (CHSI) protocol

INTRODUCTION

To achieve universal health coverage, the Government of India has introduced Ayushman Bharat - Pradhan Mantri Jan Arogya Yojana (AB - PMJAY), a large tax-funded national health insurance scheme for the provision of secondary and tertiary care services in public and private hospitals. AB - PMJAY reimburses care for 1573 health benefit packages (HBPs). HBPs are designed to cover the treatment of diseases/conditions with high incidence/prevalence or which contribute to high out-of-pocket expenditure. However, there is a dearth of reference cost data against which provider payment rates can be assessed.

METHODS AND ANALYSIS

The CHSI (Cost of Health Services in India) study will collect cost data from 13 Indian states covering 52 public and 40 private hospitals, using a mixed economic costing methodology (top-down and bottom-up), to generate unit costs for the HBPs. States will be sampled to capture economic status, development indicators and health service utilisation heterogeneity. The public sector hospitals will be chosen at secondary and tertiary care level. One tertiary facility will be selected from each state. At secondary level, three districts per state will be selected randomly from the district composite development score ranking. The private sector hospital sample will be stratified by nature of ownership (for-profit and not-for-profit), type of city (tier 1, 2 or 3) and size of the hospital (number of beds). Average costs for each HBP will be calculated across the different facility types. Multiple scenarios will be used to suggest rates which could be negotiated with the providers. Overall, the study will provide economic cost data for price setting, strategic purchasing, health technology assessment and a national cost database of India.

ETHICS AND DISSEMINATION

The approval has been obtained from the Institutional Ethics Committee and Institutional Collaborative Committee of the Post Graduate Institute of Medical Education and Research, Chandigarh, India. The results shall be disseminated in conferences and peer-reviewed articles.

Bayesian Multilevel Analysis of Utilization of Antenatal Care Services in Ethiopia

In sub-Saharan Africa, 72% of pregnant women received an antenatal care visit at least once in their pregnancy period. Ethiopia has one of the highest rates of maternal mortality in sub-Saharan African countries. So, this high maternal mortality levels remain a major public health problem. According to EDHS, 2016, the antenatal care (ANC), delivery care (DC), and postnatal care (PNC) were 62%, 73%, and 13%, respectively, indicating that ANC is in a low level. The main objective of this study was to examine the factors that affect the utilization of antenatal care services in Ethiopia using Bayesian multilevel logistic regression models. The data used for this study comes from the 2016 Ethiopian Demographic and Health Survey which was conducted by the Central Statistical Agency (CSA). The statistical method of data analysis used for this study is the Bayesian multilevel binary logistic regression model in general and the Bayesian multilevel logistic regression for the random coefficient model in particular. The convergences of parameters are estimated by using Markov chain Monte-Carlo (MCMC) using SPSS and MLwiN software. The descriptive result revealed that out of the 7171 women who are supposed to use ANC services, 2479 (34.6%) women were not receiving ANC services, while 4692 (65.4%) women were receiving ANC services. Moreover, women in the Somali and Afar regions are the least users of ANC. Using the Bayesian multilevel binary logistic regression of random coefficient model factors, place of residence, religion, educational attainment of women, husband educational level, employment status of husband, beat, household wealth index, and birth order were found to be the significant factors for usage of ANC. Regional variation in the usage of ANC was significant.

Social determinants of maternal health: a scoping review of factors influencing maternal mortality and maternal health service use in India

BACKGROUND

Maternal health remains a major public health problem in India, with large inter- and intra-state inequities in maternal health service use and maternal deaths. The Commission on Social Determinants of Health provides a framework to identify structural and intermediary factors of health inequities, including maternal health, and understand their mechanism of influence, which might be important in addressing maternal health inequities in India. Our review aims to map and summarize the evidence on social determinants influencing maternal health in India and understand their mechanisms of influence by using a maternal health-specific social determinants framework.

METHODS

A scoping review was conducted of peer-reviewed journal articles in two databases (PubMed and Science Direct) on quantitative and qualitative studies conducted in India after 2000. We also searched for articles in a search engine (Google Scholar). Forty-one studies that met the study objectives were included: 25 identified through databases and search engines and 16 through reference check.

RESULTS

Economic status, caste/ethnicity, education, gender, religion, and culture were the most important structural factors of maternal health service use and maternal mortality in India. Place of residence, maternal age at childbirth, parity and women's exposure to mass media, and maternal health messages were the major intermediary factors. The structural factors influenced the intermediary factors (either independently or in association with other factors) that contributed to the use of maternal health service or caused maternal deaths. The health system emerged as a crucial and independent intermediary factor of influence on maternal health in India. Issues of power were observed in broader social contexts and in the relationships of health workers which led to differential access to maternal healthcare for women from different socioeconomic groups.

CONCLUSION

The model integrates existing information from quantitative and qualitative studies and provides a more comprehensive picture of structural and intermediary factors of maternal health service use and maternal mortality in India and their mechanisms of influence. Given the limitations of this study, we indicate the areas for further research pertaining to the framework and maternal health.

Individual and community level factors associated with anemia among lactating mothers in Ethiopia using data from Ethiopian demographic and health survey, 2016; a multilevel analysis

BACKGROUND

Maternal anemia is a worldwide public health problem especially in developing countries including Ethiopia. The anemia burden among lactating mothers was higher in Africa particularly in Ethiopia, and scant attention was paid. To date, there is limited evidence on community level determinants of anemia among lactating mothers in Ethiopia. This study, therefore, aimed to assess the prevalence and factors associated with anemia among lactating mothers in Ethiopia.

METHODS

Secondary data analysis was employed using the 2016 Ethiopian Demographic and Health Survey. A total weighted sample of 4658 lactating women was included. A multilevel logistic regression model was used to identify individual and community level determinants of anemia during lactation. Finally, the adjusted odds ratio with a 95% confidence interval was reported.

RESULTS

The overall prevalence of anemia was 28.3% (95% CI; 26.7, 30.0) with the higher regional prevalence in Somali (68.3%) and Afar (47.2%) regions. Current modern contraceptive use [AOR = 0.71; 95% CI: 0.58, 0.87], Poorer [AOR = 0.77; 95% CI: 0.61, 0.98], middle [AOR = 0.74; 95% CI: 0.56, 0.97], rich [AOR = 0.64; 95% CI: 0.46, 0.85], and richest [AOR = 0.66; 95% CI: 0.43, 0.98] wealth index, being working within the 12 months preceding the survey [AOR = 0.77; 95% CI: 0.64, 0.92], and taking iron during pregnancy [AOR = 0.82; 95% CI: 0.68, 0.98] were associated with lower odds of anemia. Whereas, being female household head [AOR = 1.22; 95% CI: 1.01, 1.49], having two births [AOR = 1.27; 95% CI: 1.04, 1.55] and three to four births [AOR = 1.53; 95% CI: 1.14, 2.06] within 5 years, and higher community illiteracy level [AOR = 1.06; 95% CI: 1.06, 1.70] were associated with the increased odds of anemia during lactation.

CONCLUSION

In this study the prevalence of anemia among lactating mothers was high. It was affected by both individual and community level factors. Therefore, focusing on family planning services especially on modern contraceptive methods, iron supplementation during pregnancy, child spacing, and improving community literacy could decrease anemia during lactation.

Managerial capacity among district health managers and its association with district performance: A comparative descriptive study of six districts in the Eastern Region of Ghana

INTRODUCTION

District health managers play a pivotal role in the delivery of basic health services in many countries, including Ghana, as they are responsible for converting inputs and resources such as, staff, supplies and equipment into effective services that are responsive to population needs. Weak management capacity among local health managers has been suggested as a major obstacle for responsive health service delivery. However, evidence on district health managers' competencies and its association with health system performance is scarce.

AIM

To examine managerial capacity among district health managers and its association with health system performance in six districts in the Eastern Region of Ghana.

METHODS

Fifty-nine district health managers' in six different performing districts in the Eastern Region of Ghana completed a self-administered questionnaire measuring their management competencies and skills. In addition, the participants provided information on their socio-demographic background; previous management experience and training; the extent of available management support systems, and the dynamics within their district health management teams. A non-parametric one-way analysis was applied to test the association between management capacity and district performance, which was measured by 17 health indicators.

RESULTS

Shortcomings within different aspects of district management were identified, however there were no significant differences observed in the availability of support systems, characteristics and qualifications of district health managers across the different performing districts. Overall management capacity among district health managers were significantly higher in high performing districts compared with lower performing districts (p = 0.02). Furthermore, district health managers in better performing districts reported a higher extent of teamwork (p = 0.02), communication within their teams (p<0.01) and organizational commitment (p<0.01) compared with lower performing districts.

CONCLUSION

The findings demonstrate individual and institutional capacity needs, and highlights the importance of developing management competencies and skills as well as positive team dynamics among health managers at district level.

Antenatal Care Service Utilization Among Adolescent Pregnant Women-Evidence From Swabhimaan Programme in India

Purpose: Pregnant adolescent girls (15–19 years) are more vulnerable to poor health and nutrition than adult pregnant women because of marginalization and lack of knowledge about the antenatal care (ANC) services. The present study aims to test this hypothesis and assess determinants of ANC service utilization among currently adolescent pregnant women.

Methods: Data were drawn from the baseline survey of SWABHIMAAN project, which had been conducted in three states of India: Bihar, Chhattisgarh, and Odisha. Out of a total 2,573 pregnant women (15–49 years) included in the sample, about 10% (N = 278) were adolescent girls (15–19 years) at the time of the survey, and the rest were adults. Sample was selected from the population using simple random sampling, and information was collected using pretested questionnaires.

Results: For all indicators of ANC service utilization, performance of adolescent pregnant women was better than adult pregnant women. However, significant variations were reported in the level of services received by adult pregnant women for different indicators. Religion, wealth, food insecurity, Village Health Sanitation and Nutrition Day meeting, Public Distribution System and Integrated Child Development Services entitlements, and knowledge of family planning methods had a significant effect on the ANC service utilization.

Conclusion: Adolescent pregnant women have shown better utilization of selected indicators than their adult counterparts. Utilization of full ANC services starting from first trimester itself for adolescent pregnant women is an urgent need in present context. Intervention program must pay attention to such adolescent married girls who are entering into the motherhood phase of their lives.

Spatial patterns and determinants of postnatal care use in Ethiopia: findings from the 2016 demographic and health survey

OBJECTIVE

Postnatal care (PNC) is essential for preventing maternal and newborn deaths; however, it still remains less well recognised in low-income and middle-income countries. This study was aimed to explore geographical patterns and identify the determinants of PNC usage among women aged 15-49 years in Ethiopia.

METHODS

A secondary data analysis was conducted using the 2016 Ethiopian demographic and health survey data. A total of 7193 women were included in this analysis. We employed spatial scan statistics to detect spatial inequalities of PNC usage among women. A multilevel binary logistic regression model was fitted to identify factors associated with women's PNC.

RESULTS

The prevalence of PNC usage among women was 6.9% (95% CI 6.3% to 7.5%). The SaTScan spatial analysis identified three most likely clusters with low rates of PNC use namely southwestern Ethiopia (log likelihood ratio (LLR)=18.07, p<0.0001), southeast Ethiopia (LLR=14.29, p<0.001) and eastern Ethiopia (LLR=10.18, p=0.024). Women with no education (Adjusted Odd Ratio (AOR)=0.55, 95% CI 0.37 to 0.84) and in the poorest wealth quantile (AOR=0.55, 95% CI 0.39 to 0.78) were less likely to use PNC, while women aged 35-49 years (AOR: 1.75, 95% CI 1.01 to 3.04) and with at least four antenatal care (ANC) visits (AOR=2.37, 95% CI 1.71 to 3.29) were more likely to use PNC.

CONCLUSION

PNC usage remains a public health problem and has spatial variations at regional levels in the country. Low prevalence of PNC was detected in the Somali, Oromia, Gambella and Southern Nations, Nationalities, and People's Region (SNNPR) regions. Women with low educational status, old age, being in poorest wealth quantile and history of ANC visits were significantly associated with PNC usage. Hence, it is better to strengthen maternal health programmes that give special emphasis on health promotion with a continuum of care during pregnancy.

Utilization of maternal health services and its determinants: a cross-sectional study among women in rural Uttar Pradesh, India

BACKGROUND

Proper utilization of antenatal and postnatal care services plays an important role in reducing the maternal mortality ratio and infant mortality rate. This paper assesses the utilization of health care services during pregnancy, delivery and post-delivery among rural women in Uttar Pradesh (UP) and examines its determinants.

METHODS

Data from a baseline survey of UP Community Mobilization (UPCM) project (2013) was utilized. A cross-sectional sample of currently married women (15 to 49 years) who delivered a baby 15 months prior to the survey was included. Information was collected from 2208 women spread over five districts of UP. Information on socio-demography characteristics, utilization of antenatal care (ANC), delivery and postnatal care (PNC) services was collected. To examine the determinants of utilization of maternal health services, the variables included were three ANC visits, institutional delivery and PNC within 42 days of delivery. Separate multilevel random intercept logistic regressions were used to account for clustering at a block and gram panchayat level after adjusting for covariates.

RESULTS

Eighty-three percent of women had any ANC. Of them, 61% reported three or more ANC visits. Although 68% of women delivered in a health facility, 29% stayed for at least 48 h. Any PNC within 42 days after delivery was reported by 26% of women. In the adjusted analysis, women with increasing number of contacts with the health worker during the antenatal period, women exposed to mass-media and non-marginalized women were more likely to have at least three ANC visits during pregnancy. Non-marginalized women and women with at least three ANC visits were more likely than their counterparts to deliver in an institution. Contacts with health worker during pregnancy, marginalization, at least three ANC visits and institutional delivery were the strong determinants for utilization of PNC services. Self-help group (SHG) membership had no association with the utilization of maternal health services.

CONCLUSIONS

Utilization of maternal health services was low. Contact with the health worker and marginalization emerged as important factors for utilization of services. Although not associated with the utilization, SHGs can be used for delivering health care messages within and beyond the group.

Use of maternal health services among women in the ethnic rural areas of western China

BACKGROUND

The use of maternal health services can markedly promote the maternal health and safety, but there has been a low utilization rate in the ethnic rural areas of western China. Furthermore, the correlated factors have not been well studied. This study aims to assess factors related to the use of maternal health services among women in these areas.

METHODS

A cross-sectional study of 68 villages in China's western Sichuan province was conducted in September 2014. All qualifying women from each sample village were involved. A structured questionnaire was administrated in households through face-to-face interviews by trained enumerators to obtain information of use of maternal health services and related factors. Structural equation modeling (SEM) was used to evaluate the direct and indirect relationships between use of maternal health services and correlated factors.

RESULTS

A total of 760 women from 68 villages were enrolled. The proportion of antenatal care (ANC), hospital delivery and postpartum visits were 68.94, 48.29 and 28.42% respectively. The SEM analysis demonstrated that social economic status (SES) (β= - 0.75, β< 0.01), ANC (β=0.13, β< 0.01), and time from home to the nearest hospital (β= - 0.09, β< 0.05), were positively correlated to hospital delivery and postpartum care visits, while maternal care knowledge and perceived quality of hospital care did not have direct correlation. For ANC, SES (β= - 0.36, β< 0.01), time from home to the nearest hospital (β= - 0.13, β< 0.05), knowledge on maternal care (β=0.12, β< 0.01) and perceived quality of hospital care (β=0.10, β< 0.01) were all directly correlated factors. Treating ANC as an intermediate variable showed the indirect relationship that perceived quality of hospital care (β=0.01, β< 0.01) and maternal care knowledge (β=0.02, β< 0.01) had with hospital delivery and postpartum care rates.

CONCLUSIONS

Use of maternal health services is low among women in ethnic rural areas. ANC has important direct and intermediate effects on subsequent use of hospital delivery and postpartum care. Improving ANC behavior should be a priority of maternal health care reforms. Given the long travel times for these women, reforms must also prioritize breaking down practical barriers that prevent this population from accessing care.

Multilevel analysis of factors associated with assistance during delivery in rural Nigeria: implications for reducing rural-urban inequity in skilled care at delivery

Background

Studies have observed rural-urban inequity in the use of skilled delivery in Nigeria. A number of studies have explicitly examined associated factors of assistance during delivery in rural areas. However, the studies so far conducted in rural Nigeria have investigated mainly individual-level characteristics with near exclusion of community-level characteristics. Also, most of the studies that have investigated community-level influence on use of maternal healthcare services in Nigeria did not isolate rural areas for specific research attention. The objective of this study was to investigate the individual-level and community-level characteristics associated with assistance during delivery in rural Nigeria.

Methods

The study analysed women data of 2013 Nigeria Demographic and Health Survey. A weighted sample size of 12,665 rural women was analysed. The outcome variable was assistance during delivery, dichotomised into ‘skilled assistance’ and ‘unskilled assistance’. The explanatory variables are selected individual-level characteristics (maternal education, parity, age at first birth, religion, healthcare decision, employment status, access to mass media, and means of transportation); and selected community-level characteristics (community literacy level, community childcare burden, proportion of women employed outside agriculture, proportion of women who perceived distance to facility as a big problem, community poverty level, and geographical region). The mixed-effects logistic regression was applied.

Results

During the most recent deliveries, 23.0% of rural women utilised skilled assistance compared with 77.0% who utilised unskilled assistance. Maternal education, parity, religion, healthcare decision, access to mass media, and means of transportation were the individual-level characteristics that revealed significant effects on the likelihood of utilising skilled assistance during delivery, while community literacy level, community poverty level, community perception of distance to health facility, and geographic region were the community-level characteristics that revealed significant effects on the odds of using skilled assistance during delivery. Results of Intra-Class Correlation (ICC) supported significant community-level effects on the likelihood of using skilled assistance during delivery.

Conclusions

Assistance during delivery is influenced by individual-level and community-level characteristics. Health policies and programmes seeking to reduce rural-urban inequity in skilled delivery should endeavour to identify and address important factors at both the individual and community levels of the social environment.

Towards an understanding of the multilevel factors associated with maternal health care utilization in Uttar Pradesh, India

BACKGROUND

This paper explores the multilevel factors associated with maternal health utilization in India's most populous state, Uttar Pradesh. 3 key utilization practices: registration of pregnancy, receipt of antenatal care, and delivery at home are examined for district and individual level predictors. The data is based on 5666 household surveys conducted as part of a baseline evaluation of the Uttar Pradesh Technical Support Unit (UPTSU.) program.

OBJECTIVES

This intervention aims to assist the Government of Uttar Pradesh in increasing the efficiency, effectiveness, and equity of service delivery across a continuum of reproductive, maternal, new-born, child, and adolescent health (RMNCH+A) outcomes.

METHODS

The paper employs multilevel models that control for individuals being nested within districts in order to understand the predictors of maternal health care utilization.

RESULTS

The study identifies several individual-level predictors of health care utilization, including: literacy of the woman, the husband's schooling, age at marriage, and socio-economic factors. Key predictors of pregnancy registration include husband's schooling (OR 1.49, 95% CI 1.26-1.76), having a bank account (OR 1.36, 95% CI 1.11-1.68), and owning a house (OR 2.28, 95% CI 1.85-2.80). Factors affecting antenatal care include the woman's literacy (OR 1.49, 95% CI 1.28-1.73), the respondent having had a job in the last year (OR 1.39, 95% CI 1.10-1.77), and owning a house (OR 2.83, 95% CI 2.27-3.53). Home delivery tends to be associated with woman's literacy (OR 0.62, 95% CI 0.54-0.72) and marriage age of 15 and younger (OR 1.48, 95% CI 1.26-1.73).

CONCLUSIONS

Interventions having equity considerations need to disrupt existing patterns of the health gradient. Successful implementation of such interventions, necessitate understanding the mechanisms that can disrupt the unequal utilization patterns and target domains of disadvantage. Knowledge of key predictors of utilization can aid in the implementation of such complex interventions.

Improving access to healthcare for women in Tanzania by addressing socioeconomic determinants and health insurance: a population-based cross-sectional survey

OBJECTIVE

This study was performed to explore the factors associated with accumulation of multiple problems in accessing healthcare among women in Tanzania as an example of a low-income country.

DESIGN

Population-based cross-sectional survey.

SETTING

Nationwide representative data for women of reproductive age obtained from the 2015-2016 Tanzania Demographic and Health Survey were analysed.

PRIMARY OUTCOME MEASURES

A composite variable, 'problems in accessing healthcare', with five (1-5) categories was created based on the number of problems reported: obtaining permission to go to the doctor, obtaining money to pay for advice or treatment, distance to a health facility and not wanting to go alone. Respondents who reported fewer or more problems placed in lower and higher categories, respectively.

RESULTS

A total of 13 266 women aged 15-49 years, with a median age (IQR) of 27 (20-36) years were interviewed and included in the analysis. About two-thirds (65.53%) of the respondents reported at least one of the four major problems in accessing healthcare. Furthermore, after controlling for other variables included in the final model, women without any type of health insurance, those belonging to the poorest class according to the wealth index, those who had not attended any type of formal education, those who were not employed for cash, each year of increasing age and those who were divorced, separated or widowed were associated with greater problems in accessing healthcare.

CONCLUSION

This study indicated the additive effects of barriers to healthcare in low-income countries such as Tanzania. Based on these results, improving uptake of health insurance and addressing social determinants of health are the first steps towards reducing women's problems associated with accessing healthcare.

Factors associated with use of maternal healthcare services during the Boko Haram insurgency in North-East Nigeria

Studies have focused on both individual and community factors affecting the use of maternal healthcare services. However, studies in Nigeria have rarely examined whether the influence of individual and community factors in explaining the use of maternal healthcare has changed in the context of the Boko Haram insurgency in North-East Nigeria. This study investigates factors associated with the use of maternal healthcare services during the Boko Haram insurgency in North-East Nigeria. The study analysed data from the 2013 Nigeria Demographic and Health Survey. Results showed that some individual characteristics are no longer associated with the use of maternal healthcare services, compared to community characteristics which are. Humanitarian assistance to the region should take this into account when considering interventions to encourage better uptake of maternal healthcare services.

Prevalence and Determinants of Complete Postnatal Care Service Utilization in Northern Shoa, Ethiopia

Background

Postnatal period presents the highest risk of death for mothers and newborns. Although progress has been made in expanding the coverage for most of maternal health services, national prevalence of postnatal care service utilization in Ethiopia is still extremely limited. Hence, this study aims to determine the prevalence and factors associated with complete postnatal care service utilization in Northern Shoa, Ethiopia.

Methods

Community based cross-sectional survey was conducted between November 2016 and February 2017. A total of 510 mothers were included in the study using multistage sampling technique. The data were collected through face-to-face interview. Bivariate and multivariate logistic regression models were fitted to identify factors associated with complete postnatal care utilization at p value of < 0.05. SPSS version 20 was used to analyze the data.

Results

The prevalence of complete postnatal care utilization was found to be 28.4% in the study area. Mode of delivery (AOR=5.7, 95% CI = 3.9, 19), number of children (AOR= 2.5 95% CI, 1.4, 14.2), and level of education (AOR=3.2 95% CI, 1.1, 9.2) were the factors statistically associated with complete postnatal service uptake. Being healthy was the major (48.8%) reason mentioned for not complying with the recommended three postnatal visits.

Conclusion

The prevalence of complete postnatal care service in the study area was found to be low, and it is far less than the targeted zonal and regional plan. Reinforcing the existing policies and strategies to increase women level of awareness about postnatal care and intensive counseling during antenatal care and delivery are the recommendations based upon the current finding.

Socioeconomic inequality in maternal healthcare: An analysis of regional variation in Bangladesh

Socioeconomic inequality in the utilisation of maternal healthcare services is well-documented in Bangladesh. However, the spatial dimension of this inequality is largely unexplored in the literature. This study examined the regional variation of wealth-related inequality in the utilisation of maternal healthcare services using data from Bangladesh Demographic and Health Survey, 2014. The highest extent of pro-wealthy inequality was found in Chittagong and Sylhet for ANC services compared to Khulna and Rangpur where inequality was the lowest. Pro-wealthy inequality was the lowest in Rangpur while Dhaka and Barisal tended to have the greatest degree of inequality for delivery care services. Policy efforts aiming to tackle socioeconomic inequality in maternal healthcare should consider this spatial dimension of inequality in Bangladesh.

Heterogeneities in utilization of antenatal care in Uttar Pradesh, India: the need to contextualize interventions to individual contexts

BACKGROUND

This paper explores the heterogeneities in antenatal care (ANC) utilization in India's most populated state, Uttar Pradesh. Taking an intersectionality lens, multiple individual- and district-level factors are used to identify segments of any antenatal care usage in Uttar Pradesh Objective: This paper seeks to understand the multilevel contexts of ANC utilization. The planning and programming challenge is that such knowledge of contextual specificity is rarely known upfront at the initial stages of planning or implementing an intervention. Exploratory data analysis might be needed to identify such contextual specificity.

METHODS

Tree-structured regression methods are used to identify segments and interactions between factors. The results from the tree-structured regression were complemented with multilevel models that controlled for the clustering of individuals within districts.

RESULTS

Heterogeneities in utilization of any ANC were observed. The multiple segments of ANC utilization that were developed went from a low utilization of 23.7% for respondents who were not literate and did not have home ownership to a high of 82.4% for respondents who were literate and at the highest level of wealth. Key variables that helped define the segments of ANC utilization include: woman's literacy, ownership of home, wealth index, and district-level sex ratio. Based on the multilevel model of any ANC utilization, cross-level interactions also were obtained between sex ratio and ownership of home as well as between sex ratio and literacy. Increases in sex ratio increased the influence of ownership of home on any ANC, while increases in sex ratio reduced the impact of woman's literacy on receiving any ANC.

CONCLUSION

We argue that a focus on heterogeneous segments of utilization can help build knowledge of the mechanisms that underlie inequities in maternal health utilization. Such knowledge of heterogeneity needs to be incorporated in contextualizing interventions to meet a variety of recipients' needs.

Preference in place of delivery among rural Indian women

India accounts for the highest number of maternal and child deaths globally. A large body of empirical research suggests that improvement in the coverage of institutional delivery is essential to reduce the burden of maternal and child death. However the dynamics of choice of place of delivery is poorly understood. Using qualitative survey data consisting of twelve focus group discussions, conducted in a rural setting of West Bengal, India, this study aims to understand the reasons behind preferring home or institution for delivery. Findings reveal that some women who underwent an institutional delivery preferred to deliver their baby at home. On the other hand, of women who delivered their baby at home, 60% wanted to deliver their babies in institutions but could not do so, primarily due to the unwillingness of family members and misreporting of the onset of true labour pain. With the help of Accredited Social Health Activists, the village level health workers, there is need for an intervention that focuses on educating household members (essentially targeting husbands and mother-in-laws) about birth preparedness, and identification of true labour pain.

Individual, household and contextual factors associated with skilled delivery care in Ethiopia: Evidence from Ethiopian demographic and health surveys

Despite evidence that social contexts are key determinants of health, research into factors associated with maternal health service utilization in Ethiopia has often focused on individual and household factors. The downside is that this underestimates the importance of taking contextual factors into account when planning appropriate interventions in promoting safe motherhood in the country. The purpose of this study is to fill this knowledge gap drawing attention to the largely unexplored contextual factors affecting the uptake of skilled attendance at delivery in a nationally representative sample. Data for the study comes from two rounds of the Ethiopian Demographic and Health Surveys (EDHS) conducted in the year 2005 and 2011. Analysis was done using a two-level multivariable multilevel logistic regression model with data from 14, 242 women who had a live birth in the five years preceding the surveys clustered within 540 (in the year 2005) and 624 (in the year 2011) communities. The results of the study point to multiple levels of measured and unmeasured factors affecting the uptake of skilled delivery care in the country. At community level, place of residence, community level of female education and fertility significantly predict the uptake of skilled delivery care. At individual and household level, maternal age, birth order, maternal education, household wealth and access to media predict the uptake of such service. Thus, there is a need to consider community contexts in the design of maternal health programs and employ multi-sectorial approach to addressing barriers at different levels. For example, improving access and availability of skilled delivery care should eventually enhance the uptake of such services at community level in Ethiopia. At individual level, efforts to promote the uptake of such services should constitute targeted interventions paying special attention to the needs of the youth, the multiparous, the less educated and women in the poorest households.