title: Dialysis practices that distinguish top- versus bottom-performing facilities by hemoglobin outcomes.
abstract: BACKGROUND
  Because there is wide variation in outcomes across dialysis facilities, it is possible that top-performing units use practices not shared by others. The Identifying Best Practices in Dialysis (IBPiD) Study seeks to identify practices that distinguish top- from bottom-performing facilities by key outcomes, including achievement of recommended hemoglobin targets.
  
  
  METHODS
  Observational study with cross-sectional study ascertainment of predictors and outcomes.
  
  
  METHODS
  Facility dialysis practices ascertained using practice surveys of dialysis staff who indicated their level of agreement that each practice occurs in their facility (1-6 on a Likert scale).
  
  
  METHODS
  423 personnel in 90 dialysis facilities from 1 for-profit and 2 not-for-profit dialysis organizations.
  
  
  RESULTS
  Percentage of patients per month per facility with hemoglobin levels of 11-12 g/dL. We divided facilities by median into top- versus bottom-performing groups and compared mean scores for each practice using t tests. We report practices that were statistically significant and achieved at least a medium effect size (ES) >or=0.4.
  
  
  RESULTS
  17 of 155 tested predictors were significant. Achievement of hemoglobin level targets was related most strongly to the use of chairside computers (ES, 0.8 [95% CI, 0.4-1.4]), extent/quality of educational videos (ES, 0.6 [95% CI, 0.2-1.1]), frequency of calling per diem staff if short staffed (ES, 0.6 [95% CI, 0.21-1.1]), policy that nurses pass written competency examinations before hire (ES, 0.6 [95% CI, 0.2-1.0]), and technician cannulation mastery (ES, 0.6 [95% CI, 0.2-1.1]).
  
  
  CONCLUSIONS
  This is a cross-sectional study that can address only associations, not causations. Future research should measure the longitudinal predictive value of these practices.
  
  
  CONCLUSIONS
  High-performing facilities report more effective education programs, better staff management, higher staff competency, and higher use of chairside computers, a potential marker of information technology proficiency. This suggests that hemoglobin level management is enhanced by processes reflecting a coordinated multidisciplinary environment.
authors.affiliation: Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA. bspiegel@mednet.ucla.edu
authors.forename: Brennan M R
authors.initials: BM
authors.lastname: Spiegel
authors.forename: Roger
authors.initials: R
authors.lastname: Bolus
authors.forename: Amar A
authors.initials: AA
authors.lastname: Desai
authors.forename: Philip
authors.initials: P
authors.lastname: Zager
authors.forename: Tom
authors.initials: T
authors.lastname: Parker
authors.forename: John
authors.initials: J
authors.lastname: Moran
authors.forename: Sally
authors.initials: S
authors.lastname: Bolus
authors.forename: Matthew D
authors.initials: MD
authors.lastname: Solomon
authors.forename: Osman
authors.initials: O
authors.lastname: Khawar
authors.forename: Matthew
authors.initials: M
authors.lastname: Gitlin
authors.forename: Hack
authors.initials: H
authors.lastname: Sul
authors.forename: Jennifer
authors.initials: J
authors.lastname: Talley
authors.forename: Allen
authors.initials: A
authors.lastname: Nissenson
mesh_terms: D000328:Adult; D003430:Cross-Sectional Studies; D005260:Female; D006282:Health Personnel / Q000592:standards*; D006454:Hemoglobins / Q000378:metabolism*; D006801:Humans; D008297:Male; D008875:Middle Aged; D010044:Outpatient Clinics, Hospital / Q000592:standards*; D006435:Renal Dialysis / Q000379:methods* / Q000592:standards*; D011795:Surveys and Questionnaires / Q000592:standards; D016896:Treatment Outcome
chemical_list: D006454:Hemoglobins