From Learning to Action: An Applied Example of Propensity Score Matching
Session Number: 2469
Track: Quantitative Methods: Theory and Design
Session Type: Poster
Tags: analytics, propensity score matching, quantitative methods
First Author or Discussion Group Leader: William Edward Pate, II [Principal - Business]
Second Author or Discussion Group Leader: Anne J Atkinson [President - PolicyWorks, Ltd., Petersburg, VA]
Time: Nov 08, 2017 (07:00 PM - 08:30 PM)
Room: Poster 200
Theme: Learning to Enhance Evaluation
Audience Level: All Audiences
Session Abstract (150 words):
This paper describes a real-world example of Propensity Score Matching (PSM) within the context of a foster care sub-study. The focus is on theory and methodology with less attention to study findings.
The paper will start with a brief review of the PSM literature, discuss the pros and cons of PSM usage, and cover implementation steps of PSM in this specific study, to include SPSS and R. Findings from the study will be used to illustrate differences in outcomes for the treatment group, all controls, and matched controls on a number of different measures. This last part of the discussion will help showcase the impact of PSM on evaluation outcomes; especially with respect to statistically significant differences and their associated effect sizes.
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