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Fullerton, Jon – American Enterprise Institute, 2021
Over the past two decades, education underwent a "big data" revolution as states began tracking individual student performance and interim assessments and educational software allowed for a greater granularity of data on students, teachers, and schools. Despite this plethora of new data, considerable gaps in data on early childhood…
Descriptors: Academic Achievement, Learning Analytics, Computer Software, Educational Policy
Bashkov, Bozhidar M. – Online Submission, 2021
This study performed a rigorous empirical evaluation of the efficacy of IXL Math, a popular PreK-12 educational technology platform designed to supplement a conventional standards-aligned curriculum. In both propensity score matching (pre-processing) and multiple regression analysis, the study controlled for baseline performance, grade level, and…
Descriptors: Outcomes of Education, Mathematics Education, Mathematics Instruction, Instructional Effectiveness