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Bahar Radmehr; Tanja Kaser; Adish Singla – Journal of Educational Data Mining, 2025
There has been a growing interest in developing simulated learners to enhance learning and teaching experiences in educational environments. However, existing works have primarily focused on structured environments relying on meticulously crafted representations of tasks, thereby limiting the learner's ability to generalize skills across tasks. In…
Descriptors: Generalization, Reinforcement, Computer Simulation, Artificial Intelligence
Daniel McNeish; Patrick D. Manapat – Structural Equation Modeling: A Multidisciplinary Journal, 2024
A recent review found that 11% of published factor models are hierarchical models with second-order factors. However, dedicated recommendations for evaluating hierarchical model fit have yet to emerge. Traditional benchmarks like RMSEA <0.06 or CFI >0.95 are often consulted, but they were never intended to generalize to hierarchical models.…
Descriptors: Factor Analysis, Goodness of Fit, Hierarchical Linear Modeling, Benchmarking
Pearl, Lisa – Language Learning and Development, 2022
Poverty of the stimulus has been at the heart of ferocious and tear-filled debates at the nexus of psychology, linguistics, and philosophy for decades. This review is intended as a guide for readers without a formal linguistics or philosophy background, focusing on what poverty of the stimulus is and how it's been interpreted, which is…
Descriptors: Language Acquisition, Learning Processes, Syntax, Semantics
Kern, Holger L.; Stuart, Elizabeth A.; Hill, Jennifer; Green, Donald P. – Journal of Research on Educational Effectiveness, 2016
Randomized experiments are considered the gold standard for causal inference because they can provide unbiased estimates of treatment effects for the experimental participants. However, researchers and policymakers are often interested in using a specific experiment to inform decisions about other target populations. In education research,…
Descriptors: Educational Research, Generalization, Sampling, Participant Characteristics
Gierut, Judith A.; Morrisette, Michele L.; Dickinson, Stephanie L. – Journal of Speech, Language, and Hearing Research, 2015
Purpose: The purpose of this study was to document, validate, and corroborate effect size (ES) for single-subject design in treatment of children with functional phonological disorders; to evaluate potential child-specific contributing variables relative to ES; and to establish benchmarks for interpretation of ES for the population. Method: Data…
Descriptors: Effect Size, Research Design, Phonology, Speech Therapy
Gibson, Lenwood, Jr.; Cartledge, Gwendolyn; Keyes, Starr E.; Yawn, Christopher D. – Education and Treatment of Children, 2014
The current study investigated the effects of a repeated reading intervention on the oral reading fluency (ORF) and comprehension on generalization passages for eight, first-grade students with reading risk. The intervention involved a commercial computerized program (Read Naturally Software Edition [RNSE], 2009) and a generalization principle…
Descriptors: Oral Reading, Reading Fluency, Reading Instruction, Intervention
Grandzol, John R.; Grandzol, Christian J. – Decision Sciences Journal of Innovative Education, 2011
Continuous curriculum improvement derives from a variety of perspectives, opportunities, and approaches. In this brief, we describe a process that facilitated student participation in curriculum development. We took our Supply Chain Management students to a regional conference affiliated with APICS and had them assess their knowledge readiness…
Descriptors: Benchmarking, Standards, Intellectual Disciplines, Generalization
Hager, Karen D.; Slocum, Timothy A. – Rural Special Education Quarterly, 2011
All students, including those with significant cognitive disabilities, must participate in accountability testing under NCLB regulations. Each state must provide an alternate assessment for students unable to participate in general accountability testing. Carefully designed alternate assessment systems have the potential to go beyond meeting…
Descriptors: Alternative Assessment, Outcomes of Education, Educational Improvement, Academic Standards

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