title: Ensuring high accuracy of data abstracted from patient charts: the use of a standardized medical record as a training tool.
abstract: OBJECTIVE
  The quality and integrity of information is pivotal to the validity and reliability of inferences drawn in research. The aim of this study is to demonstrate that standardized medical records can be used as a data abstraction training tool and a quality control measure to assess the validity of medical record data abstraction.
  
  
  METHODS
  Sixteen hospitals participating in a large multicenter study completed standardized data abstraction forms for three representative patient charts, one in each of the clinical areas of postoperative critical care and trauma, cardiac surgery, and repair of hip fracture. The completed forms were then compared to an established gold standard.
  
  
  RESULTS
  The mean level of accuracy of the completed data abstraction forms in each of the above three clinical areas were 91.8, 77.5, and 91.5%, respectively. Missing data accounted for 19% of all discrepancies between the abstracted information and the gold standard. If queries and amendments were made by the study's coordinating center, the mean level of accuracy increased to 94.5, 82.5, and 92.9%, respectively.
  
  
  CONCLUSIONS
  The present study stressed the need for quality control measures in abstracting information from medical records to ensure the accuracy and completeness of the data abstracted.
authors.affiliation: Faculty of Medicine, University of Toronto, 1 King's College Circle, Toronto, Ontario, M5S 1A8 Canada.
authors.forename: Larry
authors.initials: L
authors.lastname: Pan
authors.forename: Dean
authors.initials: D
authors.lastname: Fergusson
authors.forename: Irwin
authors.initials: I
authors.lastname: Schweitzer
authors.forename: Paul C
authors.initials: PC
authors.lastname: Hebert
mesh_terms: D035843:Biomedical Research / Q000193:education / Q000592:standards; D003422:Critical Care; D003625:Data Collection / Q000379:methods* / Q000592:standards; D004503:Education, Medical, Graduate; D006620:Hip Fractures / Q000601:surgery; D006801:Humans; D008499:Medical Records / Q000592:standards*; D011182:Postoperative Care; D011786:Quality Control; D015203:Reproducibility of Results; D019616:Thoracic Surgical Procedures; D014947:Wounds and Injuries / Q000628:therapy