title: Quantitative assessment of expert and novice surgeons' thinking processes: an application to hernia repair.
abstract: BACKGROUND
  The aim of this study was to capture quantitatively surgeons' decision making when faced with a choice of open or laparoscopic inguinal hernia repair.
  
  
  METHODS
  Twenty-one general surgeons (10 consultants or attending surgeons, 11 registrars or residents) were presented with 46 clinical vignettes differing in clinical and patient factors. Surgeons' choices of open or laparoscopic repair were submitted to multiple regression. Beta coefficients were computed for each factor and compared across expert and novice participants.
  
  
  RESULTS
  Consultants and attending surgeons considered the nature of the hernia (primary or recurrent; β = .40), the site of the hernia (unilateral or bilateral; β = .27), American Society of Anesthesiologists score (β = -.25), and previous abdominal surgery (β = .20). Trainees weighted most the site of the hernia (β = .30), previous abdominal surgery (β = .23), the nature of the hernia (β = .20), and American Society of Anesthesiologists score (β = -.10).
  
  
  CONCLUSIONS
  This study offers an objective assessment of surgeons' decision making, with specific application to hernia repair. Further research into quantitative methods that capture surgeons' thinking processes could distill factors that expert surgeons consider important in a number of key situations and assist in trainees' decision making.
authors.affiliation: Department of Surgery and Cancer, Imperial College London, UK.
authors.forename: Hayder
authors.initials: H
authors.lastname: Agha
authors.forename: Sonal
authors.initials: S
authors.lastname: Arora
authors.forename: Nick
authors.initials: N
authors.lastname: Sevdalis
mesh_terms: D002983:Clinical Competence; D003657:Decision Making; D013502:General Surgery / Q000193:education; D006552:Hernia, Inguinal / Q000601:surgery*; D006801:Humans; D007396:Internship and Residency; D010535:Laparoscopy; D012044:Regression Analysis