Variation in fistula use across dialysis facilities: is it explained by case-mix?

Clin J Am Soc Nephrol. 2010 Feb;5(2):307-13. doi: 10.2215/CJN.04430709. Epub 2010 Jan 7.

Abstract

Background and objectives: Arteriovenous fistulas (AVFs) remain the preferred vascular access for hemodialysis patients. Dialysis facilities that fail to meet Centers for Medicare & Medicaid Services goals cite patient case-mix as a reason for low AVF prevalence. This study aimed to determine the magnitude of the variability in AVF usage across dialysis facilities and the extent to which patient case-mix explains it.

Design, setting, participants, & measurements: The vascular access used in 10,112 patients dialyzed at 173 Dialysis Clinic Inc. facilities from October 1 to December 31, 2004, was evaluated. The access in use was considered to be an AVF if it was used for >70% of hemodialysis treatments. Mixed-effects models with a random intercept for dialysis facilities evaluated the effect of facilities on AVF usage. Sequentially adjusted multivariate models measured the extent to which patient factors (case-mix) explain variation across facilities in AVF rates.

Results: 3787 patients (38%) were dialyzed using AVFs. There was a significant facility effect: 7.6% of variation in AVF use was attributable to facility. This was reduced to 7.1% after case-mix adjustment. There were no identified specific facility-level factors that explained the interfacility variation.

Conclusions: AVF usage varies across dialysis facilities, and patient case-mix did not reduce this variation. In this study, 92% of the total variation in AVF usage was due to patient factors, but most were not measurable. A combination of patient factors and process indicators should be considered in adjudicating facility performance for this quality indicator.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Age Factors
  • Aged
  • Ambulatory Care Facilities / statistics & numerical data*
  • Arteriovenous Shunt, Surgical / statistics & numerical data*
  • Chi-Square Distribution
  • Ethnicity
  • Female
  • Guideline Adherence
  • Healthcare Disparities / statistics & numerical data*
  • Humans
  • Logistic Models
  • Male
  • Middle Aged
  • Practice Guidelines as Topic
  • Quality Indicators, Health Care / statistics & numerical data*
  • Renal Dialysis / statistics & numerical data*
  • Risk Assessment
  • Risk Factors
  • Sex Factors
  • United States