Wealth and Education Inequities in Maternal and Child Health Services Utilization in Rural Ethiopia

Explaining changes in educational disparities in competent maternal health care services in urban and rural areas in Ethiopia

Introduction

Aggregate statistics of maternal health care services have improved in Ethiopia. Nevertheless, the country has one of the lowest Universal Health Coverage (UHC) service coverage indices, with slight improvement between 2000 and 2019. There are disparity studies that focus on a single dimension of inequality. However, studies that combine multiple dimensions of inequality simultaneously may have important policy implications for closing inequalities. In this study, we investigated education inequalities in the receipt of maternal health care services in rural and urban areas separately, and we examined whether these inequalities decreased, increased, or remained unchanged.

Methods

The data for the study came from the 2011 and 2016 Ethiopia Demographic and Health Surveys. Using women's education as a dimension of inequality, we separately analyzed inequalities in maternal health care services in urban and rural settings. Inequalities were measured through the Erreygers concentration index, second differences, and Relative Index of Inequality (RII). Whether inequalities changed over time was analyzed by relative and absolute measures. An Oaxaca-type decomposition approach was applied to explain changes in absolute disparities over time.

Results

There were glaring educational disparities in maternal health care services in urban and rural areas, where the services were more concentrated among women with better schooling. The disparities were more severe in urban than in rural areas. In urban areas, skilled birth service was the most unequal in both periods. Disparities in rural places were roughly similar for all services except that in 2011, postnatal care was the least unequal, and in 2016, skilled birth was the most unequal services. Trend analyses revealed that disparities significantly dropped in urban by absolute and relative measures. Conversely, in rural regions, the disparities grew by the concentration index measure for most services. The RII and second differences presented conflicting results regarding whether the gaps were increasing, shrinking, or remaining the same.

Conclusion

Substantial disparities in maternal health care services remained and even increased, as in rural areas. Different and targeted strategies are needed for urban and rural places to close the observed educational inequalities in these areas.

The role of dairy consumption in the relationship between wealth and early life physical growth in India: evidence from multiple national surveys

INTRODUCTION

Prevalence of undernutrition continues to be high in India and low household wealth is consistently associated with undernutrition. This association could be modified through improved dietary intake, including dairy consumption in young children. The beneficial effect of dairy on child growth has not been explored at a national level in India. The present analyses aimed to evaluate the direct and indirect (modifying association of household level per adult female equivalent milk and milk product consumption) associations between household wealth index on height for age (HAZ) and weight for age (WAZ) in 6-59 months old Indian children using data from of nationally representative surveys.

METHODS

Two triangulated datasets of two rounds of National Family Health Survey, (NFHS-3 and 4) and food expenditure (National Sample Survey, NSS61 and 68) surveys, were produced by statistical matching of households using Non-Iterative Bayesian Approach to Statistical Matching technique. A Directed Acyclic Graph was constructed to map the pathways in the relationship of household wealth with HAZ and WAZ based on literature. The direct association of wealth index and its indirect association through per adult female equivalent dairy consumption on HAZ and WAZ were estimated using separate path models for each round of the surveys.

RESULTS

Wealth index was directly associated with HAZ and WAZ in both the rounds, but the association decreased from NFHS-3 (βHAZ: 0.145; 95% CI: 0.129, 0.16) to NFHS-4 (βHAZ: 0.102; 95%CI: 0.093, 0.11). Adult female equivalent milk intake (increase of 10gm/day) was associated with higher HAZ (β_NFHS-3=0.001;95% CI: 0, 0.002; β_NFHS-4=0.002;95% CI: 0.002, 0.003) but had no association with WAZ. The indirect association of wealth with HAZ through dairy consumption was 2-fold higher in NFHS-4 compared to NFHS-3.

CONCLUSIONS

The analysis of triangulated survey data shows that household level per- adult female equivalent dairy consumption positively modified the association between wealth index and HAZ, suggesting that regular inclusion of milk and milk products in the diets of children from households across all wealth quintiles could improve linear growth in this population.

First trimester antenatal care contact in Africa: a systematic review and meta-analysis of prevalence and contributing factors

BACKGROUND

Early detection, prevention, and management of diseases associated with pregnancy and pregnancy-related conditions depend on the beginning of antenatal care contact in the first trimester. Across Africa, regional and national differences are observed in the proportion of first-trimester ANC contact and the factors contributing to it. To create a suitable intervention plan, it is crucial to overcome these differences through single standard and uniform guidelines. This can be achieved through meta-analysis and systematic reviews. Therefore, this systematic review aimed to assess the pooled prevalence of first trimester ANC contact and the factors contributing to it in Africa.

METHODS

Observational studies conducted in Africa were retrieved from PubMed, Google Scholar, EMASE, CINHAL, Cochrane Library, Hinari databases and Mednar using combinations of search terms with Boolean operators. The JBI 2020 Critical Appraisal Checklist was used to assess the methodological quality of the studies. To assess publication bias, a funnel plot and Egger's test were used to and I-squared was used to check the heterogeneity of the included studies. Data were extracted using Microsoft Excel and exported to Stata 16 software for analysis.

RESULTS

A total of 86 articles with 224,317 study participants from 19 African countries were included. The overall pooled prevalence of first-trimester ANC contact was 37.15% (95% CI: 33.3-41.0; I2 = 99.8%). The following factors were found to be significantly associated with first-trimester ANC contact: urban residence (OR = 2.2; 95% CI: 1.5-3.1; I2 = 98.5%); women under the age of 25 (OR = 1.5; 95% CI: 1.2-1.9; I2 = 94.1%);, educational status (OR = 1.8; 95% CI: 1.4-2.2; I2 = 96.1%), primiparity (OR: 1.7; 95% CI: 1.2-2.4: I2 = 97.4%), having planned pregnancies (OR: 2.1; 95% CI: 1.5-2.7; I2 = 95.5%) and employed women (OR = 1.7; 95% CI: 1.7-2.1; I2 = 94.4%).

CONCLUSION

Because so few women in Africa initiate first-trimester ANC contact, it is clear that increasing maternal healthcare service uptake is still a challenge and will require significant effort to scale up the services. When working to improve maternal health in Africa, each nation's government and nongovernmental organizations should prioritize raising women's educational levels and providing pertinent information to rural women, focusing on reducing unintended pregnancies, women who live far from health facilities, women with low socioeconomic statuses, multiparous women and older women.

TRIAL REGISTRATION

PROSPERO International Prospective Register of Systematic reviews (ID: CRD42023401711).

Contribution of low birth weight to childhood undernutrition in India: evidence from the national family health survey 2019-2021

BACKGROUND

Infants born with low birth weight (LBW), i.e. less than 2500g, is considered an important factor of malnutrition in Asia. In India, research related to this issue is still neglected and limited. Evidence exists that a large number of child deaths occur in India due to maternal and child malnutrition-related complications. Moreover, it has been found that the cost of malnutrition in India results in a significant reduction of the country's Gross Domestic Product (GDP). Thus, in this current context, this study aims to explore the contribution of low birth weight to childhood undernutrition in India.

METHODS

The study used data from the 5^th round of the National Family Health Survey (NFHS-5), a large-scale survey conducted in India. The survey collected information from 176,843 mothers and 232,920 children. The study used the last birth information (last children born 5 years preceding the survey) due to the detailed availability of maternal care information. Univariate and bivariate analyses were conducted to determine the percentage distribution of outcome variables. Multivariate logistic regression was employed to examine the association between LBW and undernutrition (stunting, wasting, and underweight). The study also used the Fairlie decomposition analysis to estimate the contribution of LBW to undernutrition among Indian children.

RESULTS

The results show that childhood undernutrition was higher in states like Uttar Pradesh, Bihar, Jharkhand, Gujarat, and Maharashtra. The results of the logistic regression analysis show that infants born with low birth weight were more likely to be stunted (OR = 1.46; 95% CI: 1.41-1.50), wasted (OR = 1.33; 95% CI: 1.27-1.37), and underweight (OR = 1.76; 95% CI: 1.70-1.82) in their childhood compared to infants born without low birth weight. The findings from the decomposition analysis explained that approximately 14.8% of the difference in stunting, 10.4% in wasting, and 9.6% in underweight among children born with low birth weight after controlling for the individuals' selected characteristics.

CONCLUSION

The findings suggest that LBW has a significant contribution to malnutrition. The study suggests that policymakers should prioritize strengthening maternal and child healthcare schemes, particularly focusing on antenatal and postnatal care, as well as kangaroo mother care at the grassroots level to reduce the burden of LBW and undernourished children.

Comparison of inequality in utilization of maternal healthcare services between Bangladesh and Pakistan: evidence from the demographic health survey 2017-2018

BACKGROUND

Inequality in maternal health has remained a challenge in many low-income countries, like Bangladesh and Pakistan. The study examines within-country and between-country inequality in utilization of maternal healthcare services for Bangladesh and Pakistan.

METHODS

The study used the latest Demographic Health Surveys (DHS, 2017-2018) datasets of Bangladesh and Pakistan for women aged 15-49 years who had given at least one live birth in three years preceding the survey. Equity strata were identified from the literature and conformed by binary logistic regressions. For ordered equity strata with more than two categories, the relative concentration index (RCI), absolute concentration index (ACI) and the slope index of inequality (SII) were calculated to measure inequalities in the utilization of four maternal healthcare services. For two-categories equity strata, rate ratio (RR), and rate difference (RD) were calculated. Concentration curves and equiplots were constructed to visually demonstrate inequality in maternal healthcare services.

RESULTS

In Bangladesh, there was greater inequality in skilled birth attendance (SBA) based on wealth (RCI: 0.424, ACI: 0.423, and SII: 0.612), women's education (RCI: 0.380, ACI: 0.379 and SII: 0.591), husband's education (RCI: 0.375, ACI: 0.373 and SII: 0.554) and birth order (RCI: - 0.242, ACI: - 0.241, and SII: -0.393). According to RCI, ACI, and SII, there was inequality in Pakistan for at least four ANC visits by the skilled provider based on wealth (RCI: 0.516, ACI: 0.516 and SII: 0.738), women's education (RCI: 0.470, ACI: 0.470 and SII: 0.757), and husband's education (RCI: 0.380, ACI: 0.379 and SII: 0.572). For Bangladesh, the RR (1.422) and RD (0.201) imply more significant urban-rural inequality in SBA. In Pakistan, urban-rural inequality was greater for at least four ANC visits by the skilled provider (RR: 1.650 and RD 0.279).

CONCLUSION

Inequality in maternal healthcare is greater among the underprivileged group in Pakistan than in Bangladesh. In Bangladesh, the SBA is the most inequitable maternal healthcare, while for Pakistan it is at least four ANC visits by the skilled provider. Customized policies based on country context would be more effective in bridging the gap between the privileged and underprivileged groups.

Is Women's Engagement in Women's Development Groups Associated with Enhanced Utilization of Maternal and Neonatal Health Services? A Cross-Sectional Study in Ethiopia

BACKGROUND

In Ethiopia, the Women Development Group program is a community mobilization initiative aimed at enhancing Universal Health Coverage through supporting the primary healthcare services for mothers and newborns. This study aimed to assess the association between engagement in women's groups and the utilization of maternal and neonatal health services.

METHOD

A cluster-sampled community-based survey was conducted in Oromia, Amhara, Southern Nations, Nationalities and Peoples, and Tigray regions of Ethiopia from mid-December 2018 to mid-February 2019. Descriptive and logistic regression analyses were performed, considering the cluster character of the sample.

RESULTS

A total of 6296 women (13 to 49 years) from 181 clusters were interviewed. Of these, 896 women delivered in the 12 months prior to the survey. Only 79 (9%) of these women including Women Development Group leaders reported contact with Women Development Groups in the last 12 months preceding the survey. Women who had educations and greater economic status had more frequent contact with Women Development Group leaders. Women who had contact with Women Development Groups had better knowledge on pregnancy danger signs. Being a Women Development Group leader or having contact with Women Development Groups in the last 12 months were associated with antenatal care utilization (AOR 2.82, 95% CI (1.23, 6.45)) but not with the use of facility delivery and utilization of postnatal care services.

CONCLUSIONS

There is a need to improve the organization and management of the Women Development Group program as well as a need to strengthen the Women Development Group leaders' engagement in group activities to promote the utilization of maternal and neonatal health services.