title: Predictors and effectiveness of diabetes self-management education in clinical practice.
abstract: OBJECTIVE
  To describe the demographic and clinical predictors of attendance at a diabetes education center (DEC) for self-management education, and to compare subsequent quality of care indicators between attendees and non-attendees.
  
  
  METHODS
  DEC attendance in 2002 was determined from a written questionnaire completed by 781 adults with diabetes across Ontario, Canada. Predictors of attendance and quality of care indicators were defined from the questionnaire and from linkage with health care administrative data. A multivariate logistic regression model was built to find the independent predictors of attendance, while quality of care was evaluated using propensity score methods.
  
  
  RESULTS
  30% of survey participants reported attending a DEC in 2002. Independent predictors of attendance were shorter duration of diabetes, receiving regular primary care, receiving regular diabetes specialist care and single marital status. Attendees were more likely to receive a retinal screening examination in the following 2 years than non-attendees.
  
  
  CONCLUSIONS
  Receiving regular primary care was the strongest predictor of attending a DEC, suggesting that DECs are not substitute providers of diabetes care for people without a regular physician. Increased retinal screening among DEC attendees suggests that self-management education improved their self-efficacy to ensure adequate screening was performed.
  
  
  CONCLUSIONS
  The findings characterize the types of people who attend DECs, which may lead to identification and targeting of inequities in access. The findings also highlight the influence diabetes education can have on quality of care in real-world practice.
authors.affiliation: Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada. baiju.shah@ices.on.ca
authors.forename: Baiju R
authors.initials: BR
authors.lastname: Shah
authors.forename: Gillian L
authors.initials: GL
authors.lastname: Booth
mesh_terms: D000328:Adult; D000368:Aged; D000369:Aged, 80 and over; D003920:Diabetes Mellitus / Q000517:prevention & control / Q000523:psychology*; D005260:Female; D019538:Health Care Surveys; D007722:Health Knowledge, Attitudes, Practice; D006801:Humans; D016015:Logistic Models; D008297:Male; D008875:Middle Aged; D015999:Multivariate Analysis; D009864:Ontario; D010342:Patient Acceptance of Health Care / Q000523:psychology* / Q000706:statistics & numerical data; D010353:Patient Education as Topic / Q000458:organization & administration*; D011320:Primary Health Care; D019984:Quality Indicators, Health Care / Q000458:organization & administration*; D012189:Retrospective Studies; D012648:Self Care / Q000523:psychology / Q000706:statistics & numerical data; D020377:Self Efficacy; D011795:Surveys and Questionnaires