Use of Propensity Scoring and Its Application to Real‐World Data: Advantages, Disadvantages, and Methodological Objectives Explained to Researchers Without Using Mathematical Equations

Author:

Franchetti Yoko1ORCID

Affiliation:

1. Regeneron Pharmaceuticals, Inc. Tarrytown New York USA

Publisher

Wiley

Subject

Pharmacology (medical),Pharmacology

Reference74 articles.

1. Real‐world evidence ‐ what is it and what can it tell us?;Sherman RE;N Engl J Med,2016

2. US Food and Drug Administration.Real‐world evidence: real‐world data (RWD) and real‐world evidence (RWE) are playing an increasing role in health care decisions.https://www.fda.gov/science‐research/science‐and‐research‐special‐topics/real‐world‐evidence. Published 2020. Accessed March 27 2021.

3. Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real‐world data;Bian J;J Am Med Inform Assoc,2020

4. The central role of the propensity score in observational studies for causal effects;Rosenbaum PR;Biometrika,1983

5. Variable selection for propensity score models;Brookhart MA;Am J Epidemiol,2006

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