Best Practice Guidelines for Propensity Score Methods in Medical Research: Consideration on Theory, Implementation, and Reporting. A Review

Chen, Jeffrey; R. Maldonado, David; L. Kowalski, Brooke; B. Miecznikowski, Kara; Kyin, Cynthia; Gornbein, Jeffrey; G. Domb, Benjamin

doi:10.1016/j.arthro.2021.06.037

Public

Best Practice Guidelines for Propensity Score Methods in Medical Research: Consideration on Theory, Implementation, and Reporting. A Review

Published in Arthroscopy The Journal of Arthroscopic and Related Surgery • Sep 18, 2021

Authors:

Jeffrey Chen

David R. Maldonado

Brooke L. Kowalski

Abstract

Rigorous and reproducible methodology of controlling for bias is essential for high-quality, evidence-based studies. Propensity score matching (PSM) is a valuable way to control for bias and achieve pseudo-randomization in retrospective observation studies. The purpose of this review is to 1) provid...

Subject

Propensity score matching

Best practice

Computer science

Finding related papers...

Discussions

(0)

No comments yet

Be the first to share your thoughts!