Competing risks survival analysis applied to data from the Australian Orthopaedic Association National Joint Replacement Registry

被引:62
作者
Gillam, Marianne H. [1 ]
Ryan, Philip [1 ,2 ]
Graves, Stephen E. [3 ]
Miller, Lisa N. [2 ]
de Steiger, Richard N. [3 ]
Salter, Amy [1 ]
机构
[1] Univ Adelaide, Sch Populat Hlth & Clin Practice, Adelaide, SA, Australia
[2] Univ Adelaide, Discipline Publ Hlth, Data Management & Anal Ctr, Adelaide, SA, Australia
[3] Australian Orthopaed Assoc Natl Joint Replacement, Adelaide, SA, Australia
关键词
CUMULATIVE INCIDENCE; STATISTICAL-ANALYSIS; FAILURE TIMES; SUBDISTRIBUTION; PROBABILITIES; HAZARDS; MODELS; TESTS;
D O I
10.3109/17453674.2010.524594
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
Patients and methods We compared KM estimates of risk of revision with the cumulative incidence function (CIF), which takes account of death as a competing risk. We considered revision by (1) prosthesis type in subjects aged 75-84 years with fractured neck of femur (FNOF), (2) cement use in monoblock prostheses for FNOF, and (3) age group in patients undergoing total hip arthroplasty (THA) for osteoarthritis (OA). Results In 5,802 subjects aged 75-84 years with a monoblock prosthesis for FNOF, the estimated risk of revision at 5 years was 6.3% by KM and 4.3% by CIF, a relative difference (RD) of 46%. In 9,821 subjects of all ages receiving an Austin Moore (non-cemented) prosthesis for FNOF, the RD at 5 years was 52% and for 3,116 subjects with a Thompson (cemented) prosthesis, the RD was 79%. In 44,365 subjects with a THA for OA who were less than 70 years old, the RD was just 1.4%; for 47,430 subjects > 70 years of age, the RD was 4.6% at 5 years. Interpretation The Kaplan-Meier method substantially overestimated the risk of revision compared to estimates using competing risk methods when the risk of death was high. The bias increased with time as the incidence of the competing risk of death increased. Registries should adopt methods of analysis appropriate to the nature of their data.
引用
收藏
页码:548 / 555
页数:8
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