Bleeding and sepsis at childbirth are a danger to mothers: Sierra Leone study shows a simple screening tool can detect risk in time
Early identification of abnormal heart rate and blood pressure is crucial to prevent maternal deaths from postpartum haemorrhage and maternal sepsis.
A pregnant woman in labour pains uses the wall as a support at a ward of the Princess Christian Maternity Hospital in Freetown, Sierra Leone. Marco Longari/AFP via Getty Images Severe bleeding after birth (postpartum haemorrhage) is the leading cause of maternal mortality globally. It causes approximately 70,000 deaths annually. About 80% occur in Africa and South Asia. A recently published World Health Organization analysis shows postpartum haemorrhage accounts for 28% of maternal deaths in sub-Saharan Africa, compared to 14% in northern Europe.
Another leading cause of maternal mortality globally is pregnancy-related infections. The body’s natural response to infection sometimes causes injury to its own tissues and organs during pregnancy, childbirth, post-abortion or the postpartum period. This life-threatening condition is known as maternal sepsis.
A 2024 global maternal sepsis study involving 2,466 women across 43 countries reported the highest proportion of infection-related serious maternal outcomes in low and middle-income countries. These included maternal death or severe, life-threatening illness. Of the six world regions studied, serious outcomes were highest in Africa at 19.5%.
Most of these deaths are associated with delayed or missed diagnoses and subsequent timing of interventions. Early identification, based on prompt detection of abnormal vital signs such as heart rate and blood pressure, is crucial to prevent maternal deaths from postpartum haemorrhage and maternal sepsis.
This is problematic in resource-constrained healthcare systems in many low- and middle-income settings, including sub-Saharan Africa.
Read more: Maternal and child healthcare isn’t reaching everyone in urban sub-Saharan Africa
We are on a team of maternal health researchers – obstetricians, physicians and midwives – with a vision to save mothers and babies through capacity research, innovation and building maternity systems. Our focus is on developing local leadership and international collaborative learning.
Our most recent prospective study in Sierra Leone examined the experimental use of a simple tool – known as Shock Index – to monitor changes in the ratio of heart rate and blood pressure in response to blood loss or sepsis.
Originally developed to identify shock in non-pregnant surgical and major trauma patients, it is emerging as a critical tool in maternity care. It is particularly valuable in low- and middle-income settings where sophisticated monitoring equipment is scarce, but the burden of maternal mortality is highest.
Our findings showed that Shock Index can predict serious outcomes and enabled stratification of risks, including maternal death.
Sierra Leone has one of the highest maternal mortality ratios globally. Most preventable maternal deaths result from haemorrhage, hypertension or sepsis. Yet many facilities do not have the basic tools for vital sign monitoring.
Early identification of maternal complications is a cornerstone of effective maternity care. Our team developed the CRADLE vital signs alert intervention as a simple, low-cost, point-of-care technology to identify these complications. It combines an accurate, semi-automated blood pressure and pulse device with an embedded traffic-light warning system.
Previous evaluations showed that the technology improved detection, referral and health worker confidence, with potential to reduce morbidity and mortality. However, evidence on effectiveness at scale, and integration into routine systems in low-resource settings, remains sparse.
Read more: Pregnant Nigerian women need faster access to hospitals – technology helped us calculate travel times
Our Sierra Leone study evaluated whether national scale-up of this intervention could reduce adverse maternal and perinatal outcomes and be sustainably integrated into routine care. The study was carried out in three maternity hospitals in Sierra Leone among 495 women with bleeding and 855 women at risk of maternal sepsis.
We found that Shock Index can predict serious outcomes and establish levels of risk. For example, a woman with Shock Index of at least 1.7 (very abnormal) had a 10-fold greater risk of maternal death compared to women with Shock Index 0.9 to 1.7 (abnormal).
Importantly, Shock Index requires no specialised equipment. It is a practical, cheap solution, enabling triage of patients in resource-limited environments.
This is particularly valuable where sophisticated monitoring equipment is scarce.
Early identification and timely intervention is key to saving lives in maternity, particularly in bleeding and sepsis. This is because the heart rate rises long before the woman appears to be sick. Falling blood pressure, too, may only be noticed too late. Relying on heart rate or blood pressure alone may lead to life threatening delays.
Early retrospective studies from Nigeria, Egypt and the UK in pregnant women with bleeding and suspected sepsis showed that combining blood pressure and heart rate in a ratio – the Shock Index – enabled impending shock to be identified earlier.

