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Randolph, Justus J.; Falbe, Kristina; Manuel, Austin Kureethara; Balloun, Joseph L. – Practical Assessment, Research & Evaluation, 2014
Propensity score matching is a statistical technique in which a treatment case is matched with one or more control cases based on each case's propensity score. This matching can help strengthen causal arguments in quasi-experimental and observational studies by reducing selection bias. In this article we concentrate on how to conduct propensity…
Descriptors: Statistical Analysis, Probability, Experimental Groups, Control Groups
Attewell, Paul; Douglas, Daniel – Society for Research on Educational Effectiveness, 2014
This paper uses the credits-attempted perspective--in the context of how many credits a student attempts in their first year of college--and reports on several related projects all intended to evaluate potential interventions to raise academic momentum among first-year community college students. The presentation contrasts non-experimental…
Descriptors: Community Colleges, Two Year College Students, College Freshmen, Academic Achievement
Berg, Juliette; Morris, Pamela; Aber, Larry – Journal of Research on Educational Effectiveness, 2013
This article examines the extent to which impacts of a conditional cash transfer (CCT) program on children's academic outcomes vary by key characteristics associated with families' propensity to earn the rewards offered by the program. We utilize an experimental study of Opportunity NYC-Family Rewards, a comprehensive CCT program in New York City…
Descriptors: Rewards, Incentives, Academic Achievement, Low Income Groups