When evaluators plan site-randomized experiments, they must conduct the appropriate statistical power analyses. These analyses are most likely to be valid when they are based on data from the jurisdictions in which the studies are to be conducted. In this method note, we provide software code, in the form of a SAS macro, for producing statistical…

This paper argues that all research should be based on humanistic pedagogies with educational functions. While conducting research associated with issues of teaching English as a foreign language (EFL), researchers should pay attention to whether the samples have also been well educated. This study emphasizes that when focusing on significances of…

When validating assessment models built with data mining, generalization is typically tested at the student-level, where models are tested on new students. This approach, though, may fail to find cases where model performance suffers if other aspects of those cases relevant to prediction are not well represented. We explore this here by testing if…