Background 
Relative to the attention given to improving the quality of and access to maternal health services, the influence of women's socio-economic situation on maternal health care use has received scant attention. The objective of this paper is to examine the relationship between women's economic, educational and empowerment status, introduced as the 3Es, and maternal health service utilization in developing countries.


Methods/Principal Findings 
The analysis uses data from the most recent Demographic and Health Surveys conducted in 31 countries for which data on all the 3Es are available. Separate logistic regression models are fitted for modern contraceptive use, antenatal care and skilled birth attendance in relation to the three covariates of interest: economic, education and empowerment status, additionally controlling for women's age and residence. We use meta-analysis techniques to combine and summarize results from multiple countries. The 3Es are significantly associated with utilization of maternal health services. The odds of having a skilled attendant at delivery for women in the poorest wealth quintile are 94% lower than that for women in the highest wealth quintile and almost 5 times higher for women with complete primary education relative to those less educated. The likelihood of using modern contraception and attending four or more antenatal care visits are 2.01 and 2.89 times, respectively, higher for women with complete primary education than for those less educated. Women with the highest empowerment score are between 1.31 and 1.82 times more likely than those with a null empowerment score to use modern contraception, attend four or more antenatal care visits and have a skilled attendant at birth.


Conclusions/Significance 
Efforts to expand maternal health service utilization can be accelerated by parallel investments in programs aimed at poverty eradication (MDG 1), universal primary education (MDG 2), and women's empowerment (MDG 3).

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Economic Status, Education and Empowerment: Implications for Maternal Health Service Utilization in Developing Countries

(2008). Introduction to Variance Estimation. Journal of the American Statistical Association: Vol. 103, No. 483, pp. 1324-1325.

Introduction to Variance Estimation

Background The recent series of reviews conducted within the Global Action Plan for Pneumonia and Diarrhoea (GAPPD) addressed epidemiology of the two deadly diseases at the global and regional level; it also estimated the effectiveness of interventions, barriers to achieving high coverage and the main implications for health policy. The aim of this paper is to provide the estimates of childhood pneumonia at the country level. This should allow national policy–makers and stakeholders to implement proposed policies in the World Health Organization (WHO) and UNICEF member countries. Methods We conducted a series of systematic reviews to update previous estimates of the global, regional and national burden of childhood pneumonia incidence, severe morbidity, mortality, risk factors and specific contributions of the most common pathogens: Streptococcus pneumoniae (SP), Haemophilus influenzae type B (Hib), respiratory syncytial virus (RSV) and influenza virus (flu). We distributed the global and re gional–level estimates of the number of cases, severe cases and deaths from childhood pneumonia in 2010–2011 by specific countries using an epidemiological model. The model was based on the prevalence of the five main risk factors for childhood pneumonia within countries (mal nutrition, low birth weight, non–exclusive breastfeeding in the first four months, solid fuel use and crowding) and risk effect sizes estimated using meta–analysis. Findings The incidence of community–acquired childhood pneumonia in low– and middle–income countries (LMIC) in the year 2010, using World Health Organization's definition, was about 0.22 (interquartile range (IQR) 0.11–0.51) episodes per child–year (e/cy), with 11.5% (IQR 8.0–33.0%) of cases progressing to severe episodes. This is a reduction of nearly 25% over the past decade, which is consistent with observed reductions in the prevalence of risk factors for pneumonia throughout LMIC. At the level of pneumonia incidence, RSV is the most common pathogen, present in about 29% of all episodes, followed by influenza (17%). The contribution of different pathogens varies by pneumonia severity strata, with viral etiologies becoming relatively less important and most deaths in 2010 caused by the main bacterial agents – SP (33%) and Hib (16%), accounting for vaccine use against these two pathogens. Conclusions In comparison to 2000, the primary epidemiological evidence contributing to the models of childhood pneumonia burden has improved only slightly; all estimates have wide uncertainty bounds. Still,

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Epidemiology and etiology of childhood pneumonia in 2010: estimates of incidence, severe morbidity, mortality, underlying risk factors and causative pathogens for 192 countries.

Family planning is hailed as one of the great public health achievements of the last century, and worldwide acceptance has risen to three-fifths of exposed couples. In many countries, however, uptake of modern contraception is constrained by limited access and weak service delivery, and the burden of unintended pregnancy is still large. This review focuses on family planning's efficacy in preventing unintended pregnancies and their health burden. The authors first describe an epidemiologic framework for reproductive behavior and pregnancy intendedness and use it to guide the review of 21 recent, individual-level studies of pregnancy intentions, health outcomes, and contraception. They then review population-level studies of family planning's relation to reproductive, maternal, and newborn health benefits. Family planning is documented to prevent mother-child transmission of human immunodeficiency virus, contribute to birth spacing, lower infant mortality risk, and reduce the number of abortions, especially unsafe ones. It is also shown to significantly lower maternal mortality and maternal morbidity associated with unintended pregnancy. Still, a new generation of research is needed to investigate the modest correlation between unintended pregnancy and contraceptive use rates to derive the full health benefits of a proven and cost-effective reproductive technology.

Family Planning and the Burden of Unintended Pregnancies

Caring for the health of women and their babies is essential yet family planning and maternal and newborn services fall well short of needs in developing countries. Using new estimates for 2008 this report shows that: an estimated 215 million women who want to avoid a pregnancy are not using an effective method of contraception despite increases in use in recent years; only about one-half of the 123 million women who give birth each year receive antenatal delivery and newborn care (including routine care and care for complications) and many who get care do not receive all the components of care they need; and about 20 million women have unsafe abortions each year and three million of the estimated 8.5 million who need care for subsequent health complications do not receive it. New analyses also show that the direct health benefits of meeting the need for both family planning and maternal and newborn health services would be dramatic. Unintended pregnancies would drop by more than two-thirds from 75 million in 2008 to 22 million per year. Seventy percent of maternal deaths would be averted -- a decline from 550000 to 160000. Forty-four percent of newborn deaths would be averted -- a decline from 3.5 million to 1.9 million. Unsafe abortions would decline by 73% from 20 million to 5.5 million (assuming no change in abortion laws) and the number of women needing medical care for complications of unsafe procedures would decline from 8.5 million to two million. The healthy years of life lost due to disability and premature death among women and their newborns would be reduced by more than 60%. (This is measured in disability-adjusted life years or DALYs an internationally used standard for comparing the cost-effectiveness of health services.) More women would survive hemorrhage and infection and fewer would endure needless suffering from fistula infertility and other health problems related to pregnancy or childbirth. Newborns would have improved chances of surviving asphyxia low birth weight and infection. (Excerpts)

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Adding It Up: The Costs and Benefits of Investing In Family Planning and Maternal and Newborn Health

OBJECTIVE: To examine the use of contraception in 13 countries in sub-Saharan Africa; to assess changes in met need for contraception associated with wealth-related inequity; and to describe the relationship between the use of long-term versus short-term contraceptive methods and a woman's fertility intentions and household wealth. METHODS: The analysis was conducted with Demographic and Health Survey data from 13 sub-Saharan African countries. Wealth-related inequities in the use of contraception were calculated using household wealth and concentration indices. Logistic regression models were fitted for the likelihood of using a long-term contraceptive method, with adjustments for: wealth index quintile, fertility intentions (to space births versus to stop childbearing), residence (urban/rural), education, number of living children, marital status and survey year. FINDINGS: The use of contraception has increased substantially between surveys in Ethiopia, Madagascar, Mozambique, Namibia and Zambia but has declined slightly in Kenya, Senegal and Uganda. Wealth-related inequalities in the met need for contraception have decreased in most countries and especially so in Mozambique, but they have increased in Kenya, Uganda and Zambia with regard to spacing births, and in Malawi, Senegal, Uganda, the United Republic of Tanzania and Zambia with regard to limiting childbearing. After adjustment for fertility intention, women in the richest wealth quintile were more likely than those in the poorest quintile to practice long-term contraception. CONCLUSION: Family planning programmes in sub-Saharan Africa show varying success in reaching all social segments, but inequities persist in all countries.

https://www.scielosp.org/article/ssm/content/raw/?resource_ssm_path=/media/assets/bwho/v89n4/v89n4a09.pdf

Low use of contraception among poor women in Africa: an equity issue

OBJECTIVE: To determine if higher fertility and lower contraceptive use among the poorer segments of society should be considered an inequality, reflecting a higher desire for large families among the poor, or an inequity, a product of the poor being prevented from achieving their desired fertility to the same degree as wealthier segments of society. METHODS: Using the most recent Demographic and Health Surveys from 41 countries, we analysed the differences in fertility in light of modern contraceptive use, unwanted fertility (defined as actual fertility in excess of desired fertility) and the availability of family planning services found among poorer and wealthier segments of society. The asset index in each survey was used to construct wealth quintiles and the concentration index (CI) of income inequality was found in health variables. FINDINGS: The relationship between the CI found in the total fertility rate and the use of contraceptives was linear, R-square of 0.289. Unwanted births in the poorest quintile were more than twice that found in the wealthiest quintile, respectively 1.2 and 0.5, although there was wide variation among the 41 countries. The CI in our measure of family planning availability (radio messages, knowledge of services and contact with field workers) was largely positively associated with the CI in modern contraceptive prevalence, respectively R-squares of 0.392, 0.692 and 0.526. CONCLUSION: In many countries the higher fertility and lower contraceptive use found among poorer relative to wealthier populations should be considered an inequity.

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Unwanted fertility among the poor: an inequity?

Integrating voluntary HIV counselling and testing (VCT) with family planning and other reproductive health services may be one effective strategy for expanding VCT service delivery in resource poor settings. Using 30,257 VCT client records with linked facility characteristics from Ethiopian non-governmental, non-profit, reproductive health clinics, we constructed multi-level logistic regression models to examine associations between HIV and family planning service integration modality and three outcomes: VCT client composition, client-initiated HIV testing and client HIV status. Associations between facility HIV and family planning integration level and the likelihood of VCT clients being atypical family planning client-types, versus older (at least 25 years old), ever-married women were assessed. Relative to facilities co-locating services in the same compound, those offering family planning and HIV services in the same rooms were 2-13 times more likely to serve atypical family planning client-types than older, ever-married women. Facilities where counsellors jointly offered HIV and family planning services and served many repeat family planning clients were significantly less likely to serve single clients relative to older, married women. Younger, single men and older, married women were most likely to self-initiate HIV testing (78.2 and 80.6% respectively), while the highest HIV prevalence was seen among older, married men and women (20.5 and 34.2% respectively). Compared with facilities offering co-located services, those integrating services at room- and counsellor-levels were 1.9-7.2 times more likely to serve clients initiating HIV testing. These health facilities attract both standard material and child health (MCH) clients, who are at high risk for HIV in these data, and young, single people to VCT. This analysis suggests that client types may be differentially attracted to these facilities depending on service integration modality and other facility-level characteristics.

HIV and family planning service integration and voluntary HIV counselling and testing client composition in Ethiopia

We examined the association between HIV infection and educational attainment level among a population of 34,512 voluntary counseling and testing (VCT) clients in Ethiopia, using client data from the Family Guidance Association of Ethiopia (FGAE). Overall, more than 50 percent of the VCT clients report at least secondary level educational attainment, and HIV prevalence is 8.5 percent for men and 14.3 percent for women. HIV prevalence decreases significantly with each increase in education level for both men and women, and this association persists at secondary and higher education levels in the multivariate model. Male and female VCT clients with more than secondary level education are 58 percent and 66 percent (respectively) less likely to be HIV-positive than those with no education. HIV prevention and treatment interventions in Ethiopia should target less educated segments of the population including women, who have higher HIV prevalence and lower educational attainment than men.

Duff Gillespie

Papers

Economic Status, Education and Empowerment: Implications for Maternal Health Service Utilization in Developing Countries

Low use of contraception among poor women in Africa: an equity issue

Unwanted fertility among the poor: an inequity?

HIV and family planning service integration and voluntary HIV counselling and testing client composition in Ethiopia

Educational attainment and HIV status among Ethiopian voluntary counseling and testing clients.