title: Predicting medical students who will have difficulty during their clinical training.
abstract: BACKGROUND
  We aimed to classify the difficulties students had passing their clinical attachments, and explore factors which might predict these problems.
  
  
  METHODS
  We analysed data from regular student progress meetings 2008-2012. Problem categories were: medical knowledge, professional behaviour and clinical skills. For each category we then undertook a predictive risk analysis.
  
  
  RESULTS
  Out of 561 students, 203 were found to have one or more problem category and so were defined as having difficulties. Prevalences of the categories were: clinical skills (67%), knowledge (59%) and professional behaviour (29%). A higher risk for all categories was associated with: male gender, international entry and failure in the first half of the course, but not with any of the minority ethnic groups. Professional and clinical skills problems were associated with lower marks in the Undergraduate Medical Admissions Test paper 2. Clinical skills problems were less likely in graduate students.
  
  
  CONCLUSIONS
  In our students, difficulty with clinical skills was just as prevalent as medical knowledge deficit. International entry students were at highest risk for clinical skills problems probably because they were not selected by our usual criteria and had shorter time to become acculturated.
authors.affiliation: Department of General Medicine, Christchurch Hospital, University of Otago, Riccarton Ave 2, Christchurch, 8011, New Zealand. david.jardine@cdhb.govt.nz.
authors.forename: D L
authors.initials: DL
authors.lastname: Jardine
authors.affiliation: Department of General Medicine, Christchurch Hospital, University of Otago, Riccarton Ave 2, Christchurch, 8011, New Zealand.
authors.forename: J M
authors.initials: JM
authors.lastname: McKenzie
authors.affiliation: Department of General Medicine, Christchurch Hospital, University of Otago, Riccarton Ave 2, Christchurch, 8011, New Zealand.
authors.forename: T J
authors.initials: TJ
authors.lastname: Wilkinson
mesh_terms: D000328:Adult; D002983:Clinical Competence / Q000592:standards*; D004500:Education, Graduate / Q000458:organization & administration; D004504:Education, Medical, Undergraduate / Q000458:organization & administration; D004521:Educational Measurement / Q000379:methods*; D005260:Female; D007722:Health Knowledge, Attitudes, Practice; D006801:Humans; D008297:Male; D008913:Minority Groups; D009520:New Zealand; D011237:Predictive Value of Tests; D000068616:Professionalism / Q000193:education / Q000592:standards; D012570:School Admission Criteria / Q000706:statistics & numerical data*; D012577:Schools, Medical / Q000458:organization & administration; D013337:Students, Medical / Q000523:psychology* / Q000706:statistics & numerical data*