“…Because patients who undergo dialysis by a catheter tend to be sicker than those who undergo dialysis by a fistula, higher mortality among catheter users may be largely because these patients are sicker than those with an arteriovenous fistula (AVF) or graft. Because we observed in the DOPPS that the type of VA use varies widely from one dialysis facility to another, even in the same country ( Figure 6) and when adjusting for differences in case mix between facilities, we were able to study the differences in mortality risk by greater versus lower facility catheter use (specifically, the percentage of patients who used a catheter in each facility) while adjusting for detailed patient characteristics, country, and year (10). This statistical approach of applying the practice (e.g., facility catheter use) to patient survival models is similar to "instrumental variable analysis," a technique widely Case-mix adjusted hazard ratio (HR) of mortality for HD patients in the United States versus five European DOPPS I and II countries (n ϭ 24,398), with and without adjustment for differences in facility VA use (case-mix adjusted percentage of facility patients using a catheter and the percentage using a graft referenced to the percentage using a native AVF).…”