Competing Risk Analysis: What Does It Mean and When Do We Need It in Orthopedics Research?

Hilal Maradit Kremers, Katrina L. Devick, Dirk R. Larson, David G. Lewallen, Daniel J. Berry, Cynthia S. Crowson

Research output: Contribution to journalArticlepeer-review

Abstract

Most orthopedic studies involve survival analysis examining the time to an event of interest, such as a specific complication or revision surgery. Competing risks commonly arise in such studies when patients are at risk of more than one mutually exclusive event, such as death, or when the rate of an event depends on the rates of other competing events. In this article, we briefly describe the survival analysis censoring methodology, common fatal and nonfatal competing events, and define circumstances where standard survival analysis can fail in the setting of competing risks with real-world examples from orthopedics.

Original languageEnglish (US)
JournalJournal of Arthroplasty
DOIs
StateAccepted/In press - 2021

Keywords

  • bias
  • censoring
  • competing risk
  • survival analysis
  • total joint arthroplasty

ASJC Scopus subject areas

  • Orthopedics and Sports Medicine

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