Propensity score matching: a conceptual review for radiology researchers

Korean J Radiol. 2015 Mar-Apr;16(2):286-96. doi: 10.3348/kjr.2015.16.2.286. Epub 2015 Feb 27.

Abstract

The propensity score is defined as the probability of each individual study subject being assigned to a group of interest for comparison purposes. Propensity score adjustment is a method of ensuring an even distribution of confounders between groups, thereby increasing between group comparability. Propensity score analysis is therefore an increasingly applied statistical method in observational studies. The purpose of this article was to provide a step-by-step nonmathematical conceptual guide to propensity score analysis with particular emphasis on propensity score matching. A software program code used for propensity score matching was also presented.

Keywords: Indication bias; Matching; Observational study; Propensity score.

Publication types

  • Review

MeSH terms

  • Female
  • Humans
  • Male
  • Middle Aged
  • Propensity Score*
  • Radiology / methods*
  • Research Design
  • Research Personnel
  • Software