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Evaluating The Performance Of Propensity Score Matching Methods: A Simulation Study, Jessica N. Jacovidis

Dissertations, 2014-2019

In education, researchers and evaluators are interested in assessing the impact of programs or interventions. Unfortunately, most education programs do not lend themselves to random assignment; participants generally self-select into programs. Lack of random assignment limits the claims that researchers can make about the impact of the program because individuals who self-select into the program may be qualitatively different from individuals who do not self-select into the program. Propensity score matching allows researchers to mimic random assignment by creating a matched comparison group that is similar to the treatment group on researcher-identified variables.

There are a number of matching methods …