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Maria-Paz Fernandez – Society for Research on Educational Effectiveness, 2025
As educational research increasingly emphasizes identifying effective interventions through rigorous causal methods, the role of implementation in determining a program's impact has gained renewed significance. Despite the long-standing recognition that implementation varies across contexts and influences outcomes (Berman & McLaughlin, 1974;…
Descriptors: Statistical Analysis, Educational Research, Intervention, Program Implementation
Benjamin Lu; Eli Ben-Michael; Avi Feller; Luke Miratrix – Journal of Educational and Behavioral Statistics, 2023
In multisite trials, learning about treatment effect variation across sites is critical for understanding where and for whom a program works. Unadjusted comparisons, however, capture "compositional" differences in the distributions of unit-level features as well as "contextual" differences in site-level features, including…
Descriptors: Statistical Analysis, Statistical Distributions, Program Implementation, Comparative Analysis
Benjamin Lu; Eli Ben-Michael; Avi Feller; Luke Miratrix – Grantee Submission, 2022
In multisite trials, learning about treatment effect variation across sites is critical for understanding where and for whom a program works. Unadjusted comparisons, however, capture "compositional" differences in the distributions of unit-level features as well as "contextual" differences in site-level features, including…
Descriptors: Statistical Analysis, Statistical Distributions, Program Implementation, Comparative Analysis
Julia Koron; Sarah Gallant; Page Spiess – Journal of Chemical Education, 2023
In 1996, the Chemistry Department at Norwich University converted its two-semester General Chemistry course from a traditional lecture to a Process Oriented Guided Inquiry Learning (POGIL) classroom. The change to POGIL teaching in Norwich General Chemistry classes was brought about by a steady decline in student performance, as demonstrated by…
Descriptors: Chemistry, Statistical Analysis, Longitudinal Studies, Program Implementation
Dotter, Dallas; Mabli, James; Carlson, Barbara; Hartnack, Julie; DeCamillis, Mason; Paxton, Nora; Defnet, Amy; Schochet, Peter; Hamilton, Gayle; Freedman, Stephen – US Department of Agriculture, 2022
This technical supplement to the Supplemental Nutrition Assistance Program (SNAP) Employment and Training (E&T) evaluation final reports presents details of the technical approach used for creating analysis variables and estimating impacts of treatment group services on outcomes, including employment, earnings, and SNAP participation. It also…
Descriptors: Pilot Projects, Program Implementation, Cost Effectiveness, Barriers

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