Using Propensity Scores in Educational Research: General Principles and Practical Applications
Abstract
Educational researchers frequently study the impact of treatments or interventions on educational outcomes. However, when observational or quasiexperimental data are used for such investigations, selection bias can adversely impact researchers’ abilities to make causal inferences about treatment effects. One way to deal with selection bias is to use propensity score methods. The authors introduce educational researchers to the general principles underlying propensity score methods, describe 2 practical applications of these methods, and discuss their limitations.
Department
Education
Publication Date
2011
Journal Title
The Journal of Educational Research
Publisher
Taylor & Francis
Digital Object Identifier (DOI)
10.1080/00220671.2010.486082
Document Type
Article
Recommended Citation
Suzanne E. Graham & Michal Kurlaender (2011) Using Propensity Scores in Educational Research: General Principles and Practical Applications, The Journal of Educational Research, 104:5, 340-353, DOI:10.1080/00220671.2010.486082