Observational studyBMC pregnancy and childbirth2021
Stillbirths including intrapartum timing: EN-BIRTH multi-country validation study.
Observational study in BMC pregnancy and childbirth, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 2 of them syntheses that pooled it.
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Who cites it
20 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Effectiveness of Neonatal Resuscitation Training Programs, Implementation, and Scale-Up in Low- and Middle-Income Countries.Neonatology · 2025Pooled it
- Classifying caesarean section to understand rising rates among Palestinian refugees: results from 290,047 electronic medical records across five settings.BMC pregnancy and childbirth · 2022Pooled it
- Newborn Resuscitation Practices and Outcomes in Rural Tanzania-A Real-Time Observational and Video Study.Children (Basel, Switzerland) · 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
- Caesarean section for stillborn babies, Benin, Malawi, Uganda and United Republic of Tanzania.Bulletin of the World Health Organization · 2025Article
- Beyond proximity: an observational study of stillbirth rates and emergency obstetric and newborn care accessibility in The Gambia.BMJ global health · 2025Observational
- 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
- Establishment of a neonatal resuscitation registry in the Democratic Republic of the Congo: An open cohort study.PloS one · 2025Article
- Trends in the quality of antenatal care in India: Patterns of change across 36 states and union territories, 1999-2021.Journal of global health · 2024Article
- Incidence and determinants of perinatal mortality in five urban hospitals in Dar es Salaam, Tanzania: a cohort study with an embedded case-control analysis.BMC pregnancy and childbirth · 2024Article
- Global Stillbirth Policy Review - Outcomes And Implications Ahead of the 2030 Sustainable Development Goal Agenda.International journal of health policy and management · 2023Review
- Labor augmentation with oxytocin in low- and lower-middle-income countries: a systematic review and meta-analysis.AJOG global reports · 2022Review
- "Too much, too late": data on stillbirths to improve interpretation of caesarean section rates.Bulletin of the World Health Organization · 2022Article
- Neonatal resuscitation: EN-BIRTH multi-country validation study.BMC pregnancy and childbirth · 2021Observational
- Barriers and enablers to routine register data collection for newborns and mothers: EN-BIRTH multi-country validation study.BMC pregnancy and childbirth · 2021Observational
- Survey of women's report for 33 maternal and newborn indicators: EN-BIRTH multi-country validation study.BMC pregnancy and childbirth · 2021Observational
- Count every newborn: EN-BIRTH study improving facility-based coverage and quality measurement in routine information systems.BMC pregnancy and childbirth · 2021Article
- Birthweight: EN-BIRTH multi-country validation study.BMC pregnancy and childbirth · 2021Observational
- Birthweight data completeness and quality in population-based surveys: EN-INDEPTH study.Population health metrics · 2021Article
- Stillbirth outcome capture and classification in population-based surveys: EN-INDEPTH study.Population health metrics · 2021Article
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Authors and funding
14 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAn estimated >2 million babies stillborn around the world each year lack visibility. Low- and middle-income countries carry 84% of the burden yet have the least data. Most births are now in facilities, hence routine register-recording presents an opportunity to improve counting of stillbirths, but research is limited, particularly regarding accuracy. This paper evaluates register-recorded measurement of hospital stillbirths, classification accuracy, and barriers and enablers to routine recording.
methodsThe EN-BIRTH mixed-methods, observational study took place in five hospitals in Bangladesh, Nepal and Tanzania (2017-2018). Clinical observers collected time-stamped data on perinatal care and birth outcomes as gold standard. To assess accuracy of routine register-recorded stillbirth rates, we compared birth outcomes recorded in labour ward registers to observation data. We calculated absolute rate differences and individual-level validation metrics (sensitivity, specificity, percent agreement). We assessed misclassification of stillbirths with neonatal deaths. To examine stillbirth appearance (fresh/macerated) as a proxy for timing of death, we compared appearance to observed timing of intrauterine death based on heart rate at admission.
results23,072 births were observed including 550 stillbirths. Register-recorded completeness of birth outcomes was > 90%. The observed study stillbirth rate ranged from 3.8 (95%CI = 2.0,7.0) to 50.3 (95%CI = 43.6,58.0)/1000 total births and was under-estimated in routine registers by 1.1 to 7.3 /1000 total births (register: observed ratio 0.9-0.7). Specificity of register-recorded birth outcomes was > 99% and sensitivity varied between hospitals, ranging from 77.7-86.1%. Percent agreement between observer-assessed birth outcome and register-recorded birth outcome was very high across all hospitals and all modes of birth (> 98%). Fresh or macerated stillbirth appearance was a poor proxy for timing of stillbirth. While there were similar numbers of stillbirths misclassified as neonatal deaths (17/430) and neonatal deaths misclassified as stillbirths (21/36), neonatal deaths were proportionately more likely to be misclassified as stillbirths (58.3% vs 4.0%). Enablers to more accurate register-recording of birth outcome included supervision and data use.
conclusionsOur results show these routine registers accurately recorded stillbirths. Fresh/macerated appearance was a poor proxy for intrapartum stillbirths, hence more focus on measuring fetal heart rate is crucial to classification and importantly reduction in these preventable deaths.
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