The objective of this study was to validate retrospective caregiver intervi
ews for diagnosing major causes of severe neonatal illness and death. A con
venience sample of 149 infants aged < 28 days with one or more suspected di
agnoses of interest (low birthweight/severe malnutrition, preterm birth, bi
rth asphyxia, birth trauma, neonatal tetanus, pneumonia, meningitis, septic
aemia, diarrhoea, congenital malformation or injury) was taken from patient
s admitted to two hospitals in Dhaka, Bangladesh. Study paediatricians perf
ormed a standardised history and physical examination and ordered laborator
y and radiographic tests according to study criteria. With a median interva
l of 64.5 days after death or hospital discharge, caregivers of 118 (79%) i
nfants were interviewed about their child's illness. Using reference diagno
ses based on predefined clinical and laboratory criteria, the sensitivity a
nd specificity of particular combinations of signs (algorithms) reported by
the caregivers were ascertained. Sufficient numbers of children with five
reference standard diagnoses were studied to validate caregiver reports. Al
gorithms with sensitivity and specificity > 80% were identified for neonata
l tetanus, low birthweight/severe malnutrition and preterm delivery. Algori
thms with specificities > 80% for birth asphyxia and pneumonia had sensitiv
ities <70%, or alternatively had high sensitivity with lower specificity. I
n settings with limited access to medical care, retrospective caregiver int
erviews provide a valid means of diagnosing several of the most common caus
es of severe neonatal illness and death.