title: How accurate is the reporting of obstetric haemorrhage in hospital discharge data? A validation study.
abstract: BACKGROUND
  Routinely collected datasets are frequently used for population-based research but their accuracy needs to be assured.
  
  
  OBJECTIVE
  This study aims to assess the accuracy of hospital discharge data in identifying obstetric haemorrhage diagnoses and procedures, and estimate their population incidence.
  
  
  METHODS
  The medical records of 1200 randomly selected women were reviewed and compared with obstetric haemorrhage diagnoses and procedures in the hospital discharge data. Sensitivity, specificity, and positive and negative predictive values were calculated using the medical records as the 'gold standard'. Estimates of population incidence were calculated and weighted by the sampling probabilities.
  
  
  RESULTS
  Estimated population incidence for any antepartum haemorrhage was 1.8 per 100, and post partum haemorrhage was 7.2 per 100 women. Obstetric haemorrhage diagnosis and procedure codes tended to be underreported, with sensitivities ranging from 28.3% to 100%. All codes had specificities of 98.9% or greater. The identification of obstetric haemorrhage differed between levels of severity.
  
  
  CONCLUSIONS
  The results indicate that population health datasets can be a reliable information source; however, these datasets could be improved with more complete documentation in medical records.
authors.affiliation: Clinical and Population Health, Perinatal Research, Kolling Institute of Medical Research, University of Sydney, New South Wales, Australia. samlain@med.usyd.edu.au
authors.forename: Samantha J
authors.initials: SJ
authors.lastname: Lain
authors.forename: Christine L
authors.initials: CL
authors.lastname: Roberts
authors.forename: Ruth M
authors.initials: RM
authors.lastname: Hadfield
authors.forename: Jane C
authors.initials: JC
authors.lastname: Bell
authors.forename: Jonathan M
authors.initials: JM
authors.lastname: Morris
mesh_terms: D003953:Diagnosis-Related Groups / Q000592:standards / Q000706:statistics & numerical data; D005260:Female; D006761:Hospitals / Q000592:standards / Q000706:statistics & numerical data*; D006801:Humans; D015994:Incidence; D008499:Medical Records / Q000592:standards / Q000706:statistics & numerical data; D009517:New South Wales / Q000453:epidemiology; D011159:Population Surveillance; D006473:Postpartum Hemorrhage / Q000175:diagnosis / Q000453:epidemiology*; D011237:Predictive Value of Tests; D011247:Pregnancy; D012042:Registries / Q000592:standards / Q000706:statistics & numerical data*; D015203:Reproducibility of Results; D012189:Retrospective Studies; D012680:Sensitivity and Specificity; D014592:Uterine Hemorrhage / Q000175:diagnosis / Q000453:epidemiology*