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Obstetric hemorrhage risk assessment tool predicts composite maternal morbidity

Emer L. Colalillo, Andrew Sparks, Jaclyn M. Phillips, Chinelo Onyilofor, Homa K. Ahmadzia

2021Scientific Reports21 citationsDOIOpen Access PDF

Abstract

Obstetric hemorrhage is one of the leading preventable causes of maternal mortality in the United States. Although hemorrhage risk-prediction models exist, there remains a gap in literature describing if these risk-prediction tools can identify composite maternal morbidity. We investigate how well an established obstetric hemorrhage risk-assessment tool predicts composite hemorrhage-associated morbidity. We conducted a retrospective cohort analysis of a multicenter database including women admitted to Labor and Delivery from 2016 to 2018, at centers implementing the Association of Women's Health, Obstetric, and Neonatal Nurses risk assessment tool on admission. A composite morbidity score incorporated factors including obstetric hemorrhage (estimated blood loss ≥ 1000 mL), blood transfusion, or ICU admission. Out of 56,903 women, 14,803 (26%) were categorized as low-risk, 26,163 (46%) as medium-risk and 15,937 (28%) as high-risk for obstetric hemorrhage. Composite morbidity occurred at a rate of 2.2%, 8.0% and 11.9% within these groups, respectively. Medium- and high-risk groups had an increased combined risk of composite morbidity (diagnostic OR 4.58; 4.09-5.13) compared to the low-risk group. This established hemorrhage risk-assessment tool predicts clinically-relevant composite morbidity. Future randomized trials in obstetric hemorrhage can incorporate these tools for screening patients at highest risk for composite morbidity.

Topics & Concepts

MedicineRisk assessmentBlood transfusionRetrospective cohort studyMaternal morbidityCohort studyEmergency medicineObstetricsPregnancyIntensive care medicineSurgeryInternal medicineComputer scienceGeneticsBiologyComputer securityMaternal and fetal healthcareMaternal and Perinatal Health InterventionsEmergency and Acute Care Studies
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