title: Transplant center quality assessment using a continuously updatable, risk-adjusted technique (CUSUM).
abstract: Access to timely, risk-adjusted measures of transplant center outcomes is crucial for program quality improvement. The cumulative summation technique (CUSUM) has been proposed as a sensitive tool to detect persistent, clinically relevant changes in transplant center performance over time. Scientific Registry of Transplant Recipients data for adult kidney and liver transplants (1/97 to 12/01) were examined using logistic regression models to predict risk of graft failure (kidney) and death (liver) at 1 year. Risk-adjusted CUSUM charts were constructed for each center and compared with results from the semi-annual method of the Organ Procurement and Transplantation Network (OPTN). Transplant centers (N = 258) performed 59 650 kidney transplants, with a 9.2% 1-year graft failure rate. The CUSUM method identified centers with a period of significantly improving (N = 92) or declining (N = 52) performance. Transplant centers (N = 114) performed 18 277 liver transplants, with a 13.9% 1-year mortality rate. The CUSUM method demonstrated improving performance at 48 centers and declining performance at 24 centers. The CUSUM technique also identified the majority of centers flagged by the current OPTN method (20/22 kidney and 8/11 liver). CUSUM monitoring may be a useful technique for quality improvement, allowing center directors to identify clinically important, risk-adjusted changes in transplant center outcome.
authors.affiliation: Dartmouth Medical School, Lebanon, NH, USA.
authors.forename: D A
authors.initials: DA
authors.lastname: Axelrod
authors.forename: M K
authors.initials: MK
authors.lastname: Guidinger
authors.forename: R A
authors.initials: RA
authors.lastname: Metzger
authors.forename: R H
authors.initials: RH
authors.lastname: Wiesner
authors.forename: R L
authors.initials: RL
authors.lastname: Webb
authors.forename: R M
authors.initials: RM
authors.lastname: Merion
mesh_terms: D000293:Adolescent; D000328:Adult; D000368:Aged; D002102:Cadaver; D003404:Creatinine / Q000097:blood; D006801:Humans; D016030:Kidney Transplantation / Q000009:adverse effects / Q000592:standards*; D016031:Liver Transplantation / Q000009:adverse effects / Q000592:standards*; D019520:Living Donors / Q000706:statistics & numerical data; D008875:Middle Aged; D011183:Postoperative Complications / Q000453:epidemiology / Q000517:prevention & control; D011785:Quality Assurance, Health Care; D011786:Quality Control; D018570:Risk Assessment; D014019:Tissue Donors / Q000706:statistics & numerical data
chemical_list: D003404:Creatinine