ArticleReproductive health2020
Development of the Global Network for Women's and Children's Health Research's socioeconomic status index for use in the network's sites in low and lower middle-income countries.
Article in Reproductive health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01073475 (Global Network for Women's and Children's Health Research Maternal Newborn Health Registry), which is not on this map. Cited by 20 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Global Network for Women's and Children's Health Research Maternal Newborn Health Registry
Who cites it
20 citing papers in PubMed.
- Predictors of Plasmodium falciparum Infection in the First Trimester Among Nulliparous Women From Kenya, Zambia, and the Democratic Republic of the Congo.The Journal of infectious diseases · 2022Trial
- Observational
- Integrating socioeconomic determinants into preterm birth risk prediction: evidence from Northwest China.BMC pregnancy and childbirth · 2026Article
- Studying the Effectiveness of Video-Assisted Education in Teaching Ugandan Mothers to Monitor Their Hospitalised Infant.Acta paediatrica (Oslo, Norway : 1992) · 2025Article
- How Social-Relational Context Impacts the Mental Health of Adolescent and Young Adults Living with and Without HIV in Mozambique: A Social Network Analysis Study.Journal of epidemiology and global health · 2025Article
- The influence of socioeconomic status on intelligence in school-age children in Xuyong County: a mediation analysis of nutrition literacy and dietary diversity.European journal of nutrition · 2025Article
- The role of restrictive abortion laws on modern contraceptive use in Sub Saharan Africa.PLOS global public health · 2025Article
- The prevalence of anemia during pregnancy and its correlates vary by trimester and hemoglobin assessment method in Eastern Maharashtra, India.Maternal & child nutrition · 2024Article
- Assessing the impact of a community-based psychodrama intervention on mental health promotion of adolescents and young adults in Mozambique: A mixed-methods study.Journal of global health · 2024Article
- Article
- Effectiveness of the Hypertension Screening Corner in Enhancing the Cascade of Care at Primary Healthcare Center Level: Evidence from Zambezia, Mozambique.Global heart · 2024Article
- Article
- Building a predictive model of low birth weight in low- and middle-income countries: a prospective cohort study.BMC pregnancy and childbirth · 2023Article
- Fewer Children in Families Associated with Lower Odds of Early Childhood Caries: A Sample from Three Countries.International journal of environmental research and public health · 2023Article
- Global trends in incidence and death of neonatal disorders and its specific causes in 204 countries/territories during 1990-2019.BMC public health · 2022Article
- Article
- Association of parity with birthweight and neonatal death in five sites: The Global Network's Maternal Newborn Health Registry study.Reproductive health · 2020Article
- Why are the Pakistani maternal, fetal and newborn outcomes so poor compared to other low and middle-income countries?Reproductive health · 2020Observational
- Reports from the NICHD Global Network's Maternal and Newborn Health Registry: supplement introduction.Reproductive health · 2020Article
- The Global Network Maternal Newborn Health Registry: a multi-country, community-based registry of pregnancy outcomes.Reproductive health · 2020Article
Corrections and comments
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Authors and funding
18 authors.
Funding
Abstract
backgroundSocioeconomic status (SES) is an important determinant of health globally and an important explanatory variable to assess causality in epidemiological research. The 10th Sustainable Development Goal is to reduce disparities in SES that impact health outcomes globally. It is easier to study SES in high-income countries because household income is representative of the SES. However, it is well recognized that income is poorly reported in low- and middle- income countries (LMIC) and is an unreliable indicator of SES. Therefore, there is a need for a robust index that will help to discriminate the SES of rural households in a pooled dataset from LMIC.
methodsThe study was nested in the population-based Maternal and Neonatal Health Registry of the Global Network for Women's and Children's Health Research which has 7 rural sites in 6 Asian, sub-Saharan African and Central American countries. Pregnant women enrolling in the Registry were asked questions about items such as housing conditions and household assets. The characteristics of the candidate items were evaluated using confirmatory factor analyses and item response theory analyses. Based on the results of these analyses, a final set of items were selected for the SES index.
resultsUsing data from 49,536 households of pregnant women, we reduced the data collected to a 10-item index. The 10 items were feasible to administer, covered the SES continuum and had good internal reliability and validity. We developed a sum score-based Item Response Theory scoring algorithm which is easy to compute and is highly correlated with scores based on response patterns (r = 0.97), suggesting minimal loss of information with the simplified approach. Scores varied significantly by site (p < 0.001). African sites had lower mean SES scores than the Asian and Central American sites. The SES index demonstrated good internal consistency reliability (Cronbach's alpha = 0.81). Higher SES scores were significantly associated with formal education, more education, having received antenatal care, and facility delivery (p < 0.001).
conclusionsWhile measuring SES in LMIC is challenging, we have developed a Global Network Socioeconomic Status Index which may be useful for comparisons of SES within and between locations. Next steps include understanding how the index is associated with maternal, perinatal and neonatal mortality. Trial Registration NCT01073475 Socioeconomic status (SES) is an important determinant of health globally, and improving SES is important to reduce disparities in health outcomes. It is easier to study SES in high-income countries because it can be measured by income and what income is spent on, but this concept does not translate easily to low and middle income countries. We developed a questionnaire that includes 10 items to determine SES in low-resource settings that was added to an ongoing Maternal and Neonatal Health Registry that is funded by the National Institutes of Child Health and Human Development's Global Network. The Registry includes sites that collect outcomes of pregnancies in women and their babies in rural areas in 6 countries in South Asia, sub-Saharan Africa and Central America. The Registry is population based and tracks women from early in pregnancy to day 42 post-partum. The questionnaire is easy to administer and has good reliability and validity. Next steps include understanding how the index is associated with maternal, fetal and neonatal mortality.
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