Literature DB >> 33934952

Living With Survival Analysis in Orthopedics.

Cynthia S Crowson1, Dirk R Larson2, Katrina L Devick3, Elizabeth J Atkinson2, Carly S Lundgreen2, David G Lewallen4, Daniel J Berry5, Hilal Maradit Kremers6.   

Abstract

Time to event data occur commonly in orthopedics research and require special methods that are often called "survival analysis." These data are complex because both a follow-up time and an event indicator are needed to correctly describe the occurrence of the outcome of interest. Common pitfalls in analyzing time to event data include using methods designed for binary outcomes, failing to check proportional hazards, ignoring competing risks, and introducing immortal time bias by using future information. This article describes the concepts involved in time to event analyses as well as how to avoid common statistical pitfalls. Please visit the followinghttps://youtu.be/QNETrx8B6IUandhttps://youtu.be/8SBoTr9Jy1Qfor videos that explain the highlights of the paper in practical terms.
Copyright © 2021 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Cox model; censoring; survival analysis; time-to-event analysis; total joint arthroplasty

Mesh:

Year:  2021        PMID: 33934952      PMCID: PMC8478706          DOI: 10.1016/j.arth.2021.04.014

Source DB:  PubMed          Journal:  J Arthroplasty        ISSN: 0883-5403            Impact factor:   4.435


  4 in total

1.  Survival analysis of joint replacements.

Authors:  D W Murray; A J Carr; C Bulstrode
Journal:  J Bone Joint Surg Br       Date:  1993-09

2.  Effect of Body Mass Index on Complications and Reoperations After Total Hip Arthroplasty.

Authors:  Eric R Wagner; Atul F Kamath; Kristin M Fruth; William S Harmsen; Daniel J Berry
Journal:  J Bone Joint Surg Am       Date:  2016-02-03       Impact factor: 5.284

3.  Immortal Time Bias in the Analysis of Time-to-Event Data in Orthopedics.

Authors:  Dirk R Larson; Cynthia S Crowson; Katrina L Devick; David G Lewallen; Daniel J Berry; Hilal Maradit Kremers
Journal:  J Arthroplasty       Date:  2021-06-21       Impact factor: 4.435

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

Authors:  Hilal Maradit Kremers; Katrina L Devick; Dirk R Larson; David G Lewallen; Daniel J Berry; Cynthia S Crowson
Journal:  J Arthroplasty       Date:  2021-04-21       Impact factor: 4.435

  4 in total
  1 in total

1.  Implant survivorship, functional outcomes and complications with the use of rotating hinge knee implants: a systematic review.

Authors:  Joshua Xu; Lennart von Fritsch; Shiraz A Sabah; Andrew J Price; Abtin Alvand
Journal:  Knee Surg Relat Res       Date:  2022-03-04
  1 in total

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