title: Body weight and height data in electronic medical records of children.
abstract: OBJECTIVE
  Data entry errors may occur in body weights and heights assessed during routine medical care. These errors may affect data quality markedly and create a large number of biologically implausible values. To address this issue, we evaluated the quality of body weight and height measures for children based on sequential health care encounters.
  
  
  METHODS
  We evaluated the weight and height data of children aged 0-18 years receiving care at Kaiser Permanente Southern California medical centers. Error rates were calculated before and after excluding implausible values for height and weight as recorded in the electronic medical chart reviews.
  
  
  RESULTS
  The error rates in weight and height data of children aged <2, 2-5, 6-9, 10-13, 14-18 years were 0.4%, 0.7%, 1.0%, 1.0% and 0.7%, respectively. The most frequently identified errors were implausibly low values for height and implausibly high values for weight. After excluding implausible values, the error rates were 0.4%, 0.4%, 0.6%, 0.4% and 0.1%, respectively. The sensitivity of our approach to detect errors was 10.9%, 36.6%, 32.9%, 59.2%, and 82.5%, respectively.
  
  
  CONCLUSIONS
  Error rates in weight and height recorded in the electronic medical record during routine medical care are low, raising the potential for this information to be used for population care management. With little effort and with the recording of this information at each encounter, error rates can be further lowered to avoid misclassification of children as obese.
authors: Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA.
authors: Ning
authors: N
authors: Smith
authors: Karen J
authors: KJ
authors: Coleman
authors: Jean M
authors: JM
authors: Lawrence
authors: Virginia P
authors: VP
authors: Quinn
authors: Darios
authors: D
authors: Getahun
authors: Kristi
authors: K
authors: Reynolds
authors: Wansu
authors: W
authors: Chen
authors: Amy H
authors: AH
authors: Porter
authors: Steven J
authors: SJ
authors: Jacobsen
authors: Corinna
authors: C
authors: Koebnick
mesh_terms: D000293:Adolescent; D001827:Body Height; D015992:Body Mass Index; D001835:Body Weight; D002140:California / Q000453:epidemiology; D002391:Catchment Area, Health; D002648:Child; D002675:Child, Preschool; D057286:Electronic Health Records / Q000706:statistics & numerical data*; D005260:Female; D006304:Health Status; D006801:Humans; D007223:Infant; D007231:Infant, Newborn; D008297:Male; D009765:Obesity / Q000175:diagnosis / Q000453:epidemiology*; D015995:Prevalence