ArticlePopulation health metrics2021
Birthweight data completeness and quality in population-based surveys: EN-INDEPTH study.
Article in Population health metrics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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19 citing papers in PubMed, 29 citations in OpenAlex.
- Demographic, socio-economic, obstetric, and behavioral factors associated with small-and large-for-gestational-age from a prospective, population-based pregnancy cohort in rural Nepal: a secondary data analysis.BMC pregnancy and childbirth · 2022Trial
- Are hospital management practices associated with enhanced quality of care for small and sick newborns? A nationwide cross-sectional study using linked inpatient admission records in Malawi.Journal of global health · 2026Article
- "If there is no data, how do we improve?" Exploring health workers' perspective on stillbirth recording in the Ashanti Region of Ghana.BMC pregnancy and childbirth · 2026Article
- The Diversity in Tobacco Use Among Women of Reproductive Age (15-49 Years) in Pakistan: A Secondary Analysis of a Multiple Indicator Cluster Survey 2016-2018.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024Article
- Accuracy of Syrain Refugee Mothers' Perceptions of Newborn's Birth Size: Insights from a National Survey in Turkey.Journal of immigrant and minority health · 2023Article
- Quantitative Proteomics of Maternal Blood Plasma in Isolated Intrauterine Growth Restriction.International journal of molecular sciences · 2023Article
- Improving birth weight measurement and recording practices in Kenya and Tanzania: a prospective intervention study with historical controls.Population health metrics · 2023Article
- A subnational reproductive, maternal, newborn, child, and adolescent health and development atlas of India.Scientific data · 2023Article
- Identifying neonatal intensive care (NICU) admissions using administrative claims data.Journal of neonatal-perinatal medicine · 2023Article
- Ghana's Livelihood Empowerment Against Poverty (1000) Program Seasonally Impacts Birthweight: A Difference-in-Differences Analysis.International journal of public health · 2023Article
- Data quality of birthweight reporting in India: Evidence from cross-sectional surveys and service statistics.SSM - population health · 2022Article
- Fetal growth restriction and stillbirth: Biomarkers for identifying at risk fetuses.Frontiers in physiology · 2022Review
- Study protocol for UNICEF and WHO estimates of global, regional, and national low birthweight prevalence for 2000 to 2020.Gates open research · 2022Article
- Birthweight: EN-BIRTH multi-country validation study.BMC pregnancy and childbirth · 2021Observational
- Stillbirth outcome capture and classification in population-based surveys: EN-INDEPTH study.Population health metrics · 2021Article
- Stillbirth maternity care measurement and associated factors in population-based surveys: EN-INDEPTH study.Population health metrics · 2021Article
- Count Every Newborn: EN-INDEPTH study to improve pregnancy outcome measurement in population-based surveys.Population health metrics · 2021Article
- Pregnancy intention data completeness, quality and utility in population-based surveys: EN-INDEPTH study.Population health metrics · 2021Article
- Gestational age data completeness, quality and validity in population-based surveys: EN-INDEPTH study.Population health metrics · 2021Article
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Authors and funding
18 authors at 7 institutions in 9 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundLow birthweight (< 2500 g) is an important marker of maternal health and is associated with neonatal mortality, long-term development and chronic diseases. Household surveys remain an important source of population-based birthweight information, notably Demographic and Health Surveys (DHS) and UNICEF's Multiple Indicator Cluster Surveys (MICS); however, data quality concerns remain. Few studies have addressed how to close these gaps in surveys.
methodsThe EN-INDEPTH population-based survey of 69,176 women was undertaken in five Health and Demographic Surveillance System sites (Matlab-Bangladesh, Dabat-Ethiopia, Kintampo-Ghana, Bandim-Guinea-Bissau, IgangaMayuge-Uganda). Responses to existing DHS/MICS birthweight questions on 14,411 livebirths were analysed and estimated adjusted odds ratios (aORs) associated with reporting weighing, birthweight and heaping reported. Twenty-eight focus group discussions with women and interviewers explored barriers and enablers to reporting birthweight.
resultsAlmost all women provided responses to birthweight survey questions, taking on average 0.2 min to answer. Of all babies, 62.4% were weighed at birth, 53.8% reported birthweight and 21.1% provided health cards with recorded birthweight. High levels of heterogeneity were observed between sites. Home births and neonatal deaths were less likely to be weighed at birth (home births aOR 0.03(95%CI 0.02-0.03), neonatal deaths (aOR 0.19(95%CI 0.16-0.24)), and when weighed, actual birthweight was less likely to be known (aOR 0.44(95%CI 0.33-0.58), aOR 0.30(95%CI 0.22-0.41)) compared to facility births and post-neonatal survivors. Increased levels of maternal education were associated with increases in reporting weighing and knowing birthweight. Half of recorded birthweights were heaped on multiples of 500 g. Heaping was more common in IgangaMayuge (aOR 14.91(95%CI 11.37-19.55) and Dabat (aOR 14.25(95%CI 10.13-20.3) compared to Bandim. Recalled birthweights were more heaped than those recorded by card (aOR 2.59(95%CI 2.11-3.19)). A gap analysis showed large missed opportunity between facility birth and known birthweight, especially for neonatal deaths. Qualitative data suggested that knowing their baby's weight was perceived as valuable by women in all sites, but lack of measurement and poor communication, alongside social perceptions and spiritual beliefs surrounding birthweight, impacted women's ability to report birthweight.
conclusionsSubstantial data gaps remain for birthweight data in household surveys, even amongst facility births. Improving the accuracy and recording of birthweights, and better communication with women, for example using health cards, could improve survey birthweight data availability and quality.
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