ArticlePopulation health metrics2021
Stillbirth outcome capture and classification 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 17 papers.
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Who cites it
17 citing papers in PubMed.
- Birth weight and gestational age distributions in a rural Kenyan population.BMC pediatrics · 2023Trial
- Stillbirths at 22- and 28-weeks' gestation or longer for the states in India: findings from the Global Burden of Disease Study 2023.The Lancet regional health. Southeast Asia · 2026Article
- Stillbirth Registration in Berlin - Insights from a Multicentre Online Register.Geburtshilfe und Frauenheilkunde · 2026Article
- Burden and determinants of stillbirth in a Nigerian Tertiary health facility: a five-year retrospective cohort analysis.Reproductive 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
- Definitions, terminology and standards for reporting of births and deaths in the perinatal period: International Classification of Diseases (ICD-11).International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics · 2025Review
- Global, regional, and national stillbirths at 20 weeks' gestation or longer in 204 countries and territories, 1990-2021: findings from the Global Burden of Disease Study 2021.Lancet (London, England) · 2024Article
- Exploring women's interpretations of survey questions on pregnancy and pregnancy outcomes: cognitive interviews in Iganga Mayuge, Uganda.Reproductive health · 2024Article
- Maternal interventions to decrease stillbirths and neonatal mortality in Tanzania: evidence from the 2017-18 cross-sectional Tanzania verbal and social autopsy study.BMC pregnancy and childbirth · 2023Article
- Psychosocial effects of adverse pregnancy outcomes and their influence on reporting pregnancy loss during surveys and surveillance: narratives from Uganda.BMC public health · 2023Article
- Maternal mortality, stillbirths, and neonatal mortality: a transition model based on analyses of 151 countries.The Lancet. Global health · 2023Article
- Out of sight, out of mind? Evidence from cross-sectional surveys on hidden caesarean sections among women with stillbirths in Ghana, 2007 and 2017.BMJ global health · 2023Article
- Understanding clinical outcome measures reported in HIV pregnancy studies involving antiretroviral-naive and antiretroviral-experienced women.The Lancet. Infectious diseases · 2023Review
- Neonatal and perinatal mortality in the urban continuum: a geospatial analysis of the household survey, satellite imagery and travel time data in Tanzania.BMJ global health · 2023Article
- Stillbirths including intrapartum timing: EN-BIRTH multi-country validation study.BMC pregnancy and childbirth · 2021Observational
- Count Every Newborn: EN-INDEPTH study to improve pregnancy outcome measurement in population-based surveys.Population health metrics · 2021Article
- Stillbirth maternity care measurement and associated factors in population-based surveys: EN-INDEPTH study.Population health metrics · 2021Article
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18 authors.
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Abstract
backgroundHousehold surveys remain important sources of stillbirth data, but omission and misclassification are common. Classifying adverse pregnancy outcomes as stillbirths requires accurate reporting of vital status at birth and gestational age or birthweight for every pregnancy. Further categorisation, e.g. by sex, or timing (intrapartum/antepartum) improves data to understand and prevent stillbirth.
methodsWe undertook a cross-sectional population-based survey of women of reproductive age in five health and demographic surveillance system sites in Bangladesh, Ethiopia, Ghana, Guinea-Bissau and Uganda (2017-2018). All women answered a full birth history with pregnancy loss questions (FBH+) or a full pregnancy history (FPH). A sub-sample across both groups were asked additional stillbirth questions. Questions were evaluated using descriptive measures. Using an interpretative paradigm and phenomenology methodology, focus group discussions with women exploring barriers to reporting birthweight for stillbirths were conducted. Thematic analysis was guided by an a priori codebook.
resultsOverall 69,176 women reported 98,483 livebirths (FBH+) and 102,873 pregnancies (FPH). Additional questions were asked for 1453 stillbirths, 1528 neonatal deaths and 12,620 surviving children born in the 5 years prior to the survey. Completeness was high (> 99%) for existing FBH+/FPH questions on signs of life at birth and gestational age (months). Discordant responses in signs of life at birth between different questions were common; nearly one-quarter classified as stillbirths on FBH+/FPH were reported born alive on additional questions. Availability of information on gestational age (weeks) (58.1%) and birthweight (13.2%) was low amongst stillbirths, and heaping was common. Most women (93.9%) were able to report the sex of their stillborn baby. Response completeness for stillbirth timing (18.3-95.1%) and estimated proportion intrapartum (15.6-90.0%) varied by question and site. Congenital malformations were reported in 3.1% stillbirths. Perceived value in weighing a stillborn baby varied and barriers to weighing at birth a nd knowing birthweight were common.
conclusionsImproving stillbirth data in surveys will require investment in improving the measurement of vital status, gestational age and birthweight by healthcare providers, communication of these with women, and overcoming reporting barriers. Given the large burden and effect on families, improved data must be made available to end preventable stillbirths.
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