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Jessica Sperling; Megan Gray; Victoria Lee; Lorrie Schmid; Nicholas Malinowski – American Journal of Evaluation, 2025
There has been increased focus within the evaluation field on the value of community-engaged research (CER) methods; however, CER is not easily seen as compatible with experimental evaluation methods (or randomized controlled trial, RCT). For instance, in an experimental design, researchers leverage randomization to create a counterfactual; this…
Descriptors: Community Involvement, Research Methodology, Randomized Controlled Trials, After School Programs
Andrew P. Jaciw – American Journal of Evaluation, 2025
By design, randomized experiments (XPs) rule out bias from confounded selection of participants into conditions. Quasi-experiments (QEs) are often considered second-best because they do not share this benefit. However, when results from XPs are used to generalize causal impacts, the benefit from unconfounded selection into conditions may be offset…
Descriptors: Elementary School Students, Elementary School Teachers, Generalization, Test Bias
Karras-Jean Gilles, Juliana; Astuto, Jennifer; Gjicali, Kalina; Allen, LaRue – American Journal of Evaluation, 2019
Secondary data analysis was employed to scrutinize factors affecting sample retention in a randomized evaluation of an early childhood intervention. Retention was measured by whether data were collected at 3 points over 2 years. The participants were diverse, immigrant, and U.S.-born families of color from urban, low-income communities. We…
Descriptors: Early Childhood Education, Intervention, Persistence, Recruitment

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