title: Evaluation of a multivariate model predicting noncompliance with medication regimens among renal transplant patients.
abstract: BACKGROUND
  Because noncompliance with medication regimens is a major cause of renal allograft failure, we evaluated the stability over time of two logistic regression models (sets of variables) that predict noncompliance with immunosuppressive regimens.
  
  
  METHODS
  Models were based on questionnaire data from 1402 patients (all over 18, receiving cyclosporine or a cyclosporine-like replacement drug, and with a functioning renal graft). The same questionnaire was completed by a subset of 548 (39.1%) patients approximately 18 months later. The goodness of fit of each model to the new data set was tested.
  
  
  RESULTS
  The noncompliance logistic regression model including patient beliefs as well as patient and transplant characteristics was an excellent fit to the second data set. A noncompliance model composed of only patient and transplant characteristics fit the new data set less well.
  
  
  CONCLUSIONS
  Clinicians and educators need to take explicit account of renal transplant patients' attitudes when evaluating risks of noncompliance and when developing interventions and educational programs to minimize noncompliance.
authors.affiliation: Department of Surgery, Montefiore Medical Center, Bronx, New York 10467, USA.
authors.forename: S
authors.initials: S
authors.lastname: Greenstein
authors.forename: B
authors.initials: B
authors.lastname: Siegal
mesh_terms: D000328:Adult; D000367:Age Factors; D016572:Cyclosporine / Q000627:therapeutic use; D005260:Female; D006801:Humans; D007165:Immunosuppression Therapy / Q000523:psychology; D007166:Immunosuppressive Agents / Q000627:therapeutic use*; D016030:Kidney Transplantation / Q000276:immunology* / Q000523:psychology*; D008297:Male; D015233:Models, Statistical; D015999:Multivariate Analysis; D009790:Occupations; D016017:Odds Ratio; D011336:Probability; D012044:Regression Analysis; D012727:Sex Characteristics; D011795:Surveys and Questionnaires; D016312:Treatment Refusal
chemical_list: D007166:Immunosuppressive Agents; D016572:Cyclosporine