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Best, Katharina Ley; Pane, John F. – RAND Corporation, 2018
The expansion of education technology is transforming the learning environment in classrooms, schools, school systems, online, and at home. The rise of education technology brings with it an increased opportunity for the collection and application of data, which are valuable resources for educators, schools, policymakers, researchers, and software…
Descriptors: Educational Technology, Technology Uses in Education, Privacy, Information Storage
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Sales, Adam C.; Pane, John F. – Journal of Research on Educational Effectiveness, 2021
Randomized evaluations of educational technology produce log data as a bi-product: highly granular data on student and teacher usage. These datasets could shed light on causal mechanisms, effect heterogeneity, or optimal use. However, there are methodological challenges: implementation is not randomized and is only defined for the treatment group,…
Descriptors: Educational Technology, Use Studies, Randomized Controlled Trials, Mathematics Curriculum
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Sales, Adam; Prihar, Ethan; Heffernan, Neil; Pane, John F. – International Educational Data Mining Society, 2021
This paper drills deeper into the documented effects of the Cognitive Tutor Algebra I and ASSISTments intelligent tutoring systems by estimating their effects on specific problems. We start by describing a multilevel Rasch-type model that facilitates testing for differences in the effects between problems and precise problem-specific effect…
Descriptors: Intelligent Tutoring Systems, Academic Achievement, Educational Technology, Algebra
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Sales, Adam C.; Wilks, Asa; Pane, John F. – International Educational Data Mining Society, 2016
The Cognitive Tutor Algebra I (CTAI) curriculum, which includes both textbook and online components, has been shown to boost student learning by about 0.2 standard deviations in a randomized effectiveness trial. Students who were assigned to the experimental condition varied substantially in how, and how much, the used the online component of…
Descriptors: Algebra, Mathematics Instruction, Educational Technology, Technology Uses in Education
Phillips, Andrea; Pane, John F.; Bogart, Andy – RAND Corporation, 2018
The Kentucky Valley Educational Cooperative and Green River Regional Educational Cooperative received an Investing in Innovation (i3) development grant from the U.S. Department of Education to implement the Creating College and Career Readiness (C3R) initiative. The initiative offered a suite of software developed by WIN Learning (WIN) to support…
Descriptors: Career Readiness, College Readiness, Program Effectiveness, Program Evaluation
Phillips, Andrea; Kaufman, Julia H.; Pane, John F.; Lee, Emma; Bogart, Andy – RAND Corporation, 2019
This report presents findings from RAND's evaluation of the Appalachian Renaissance Initiative (ARI) in 17 districts totaling 99 kindergarten-12th grade schools within the Kentucky Valley Educational Cooperative (KVEC). The initiative took place from the 2014-2015 through 2017-2018 academic years. The evaluation examined various aspects of ARI…
Descriptors: Elementary Secondary Education, Program Implementation, Program Effectiveness, Academic Achievement
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Karam, Rita; Pane, John F.; Griffin, Beth Ann; Robyn, Abby; Phillips, Andrea; Daugherty, Lindsay – Educational Technology Research and Development, 2017
Studies on blended education pay little attention to implementation, thus limiting the understanding of how such programs contribute to student math learning. This article examines the implementation of a widely used blended algebra curriculum and the relationship between implementation and student outcomes. The study was conducted in 74 middle…
Descriptors: Program Implementation, Blended Learning, Technology Uses in Education, Mathematics Instruction
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Bingham, Andrea J.; Pane, John F.; Steiner, Elizabeth D.; Hamilton, Laura S. – Educational Policy, 2018
In the current educational context, school models that leverage technology to personalize instruction have proliferated, as has student enrollment in, and funding of, such school models. However, even the best laid plans are subject to challenges in design and practice, particularly in the dynamic context of a school. In this collective case…
Descriptors: Individualized Instruction, Models, Program Implementation, Case Studies
Pane, John F.; Steiner, Elizabeth D.; Baird, Matthew D.; Hamilton, Laura S.; Pane, Joseph D. – RAND Corporation, 2017
The basic concept of personalized learning (PL) -- instruction that is focused on meeting students' individual learning needs while incorporating their interests and preferences -- has been a longstanding practice in U.S. K-12 education. Options for personalization have increased as personal computing devices have become increasingly affordable…
Descriptors: Individualized Instruction, Program Implementation, Program Effectiveness, Competency Based Education