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Updated: Feb 13, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
[Propensity score: Interests, use and limitations. A practical guide for clinicians]
1Service de médecine interne, CHU de Toulouse, CHU Purpan, salle Le Tallec, pavillon URM, place du Dr-Baylac, TSA 40031, 31059 Toulouse cedex 9, France; UMR 1027 Inserm-université de Toulouse, faculté de Médecine, 37, allées Jules Guesde, 31000 Toulouse, France; CIC 1436, CHU de Toulouse, CHU Purpan, pavillon PPR, place du Dr-Baylac, TSA 4003, 31059 Toulouse cedex 9, France.
Abstract:
Propensity scores have been proposed in the early 1980s, and are increasingly used in epidemiology since the 2000s. They are is used to minimize the selection bias in observational studies, leading to a comparability between the exposure groups close to that observed in randomized trials. However, they have important limitations. Besides, new statistical techniques to improve the propensity score performances are more and more complex, while the build and the use of propensity score require a strict methodology to avoid bias, imprecision and non-reproducibility. This overview, designed for clinicians, is aimed at describing the advantages, techniques of use and limitations of propensity scores. A reading grid is provided in order to help interpreting studies using propensity scores.
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