title: Auto-validation of complete blood counts in an outpatient's regional laboratory.
abstract: BACKGROUND
  The rate of auto-validation is dependent on the ability of the laboratory information system (LIS) to integrate historical data, on the frequency and methods for identifying analyzer errors, and on the criteria for reflex testing, including the need for peripheral smear review. The rate of auto-validation in outpatient laboratories, however, is unclear.
  
  
  METHODS
  We examined 45,925 consecutive complete blood count (CBC) test results (1 January, 2014-31 January, 2014) from patients aged 50±24 years. The LIS auto-validates all samples according to set criteria. Technicians validated test results when previous CBC test results were required to determine: 1) the need for peripheral slide review and/or sample rerun or 2) the need for reflex testing to detect autoimmune hemolytic anemia or β-thalassemia minor.
  
  
  RESULTS
  The auto-validation rates were 97.6% after rejecting results requiring validation to determine the need for a peripheral smear review and/or sample rerun. This decreased to 92.9% after including reflex testing to determine the reasons for normocytic and microcytic anemia. We estimated that auto-validation decreased the workload by 7.7-11.6 h per 3000 test results.
  
  
  CONCLUSIONS
  We conclude that very high auto-validation rates are possible in outpatient general laboratories, leading to conformity in the validation process and a considerable estimated savings in technician time. Further studies are needed in other settings.
authors.forename: Paul
authors.initials: P
authors.lastname: Froom
authors.forename: Mira
authors.initials: M
authors.lastname: Barak
mesh_terms: D000744:Anemia, Hemolytic, Autoimmune / Q000097:blood; D001772:Blood Cell Count; D005260:Female; D006801:Humans; D007755:Laboratories, Hospital; D008297:Male; D008875:Middle Aged; D010045:Outpatients; D017086:beta-Thalassemia / Q000097:blood