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Yan Liu; Wei Wang; Enwei Xu – SAGE Open, 2025
Interventions are crucial in the learning analysis process. Learning analytics-based interventions are being widely applied in the field of education. However, it is currently unclear whether learning analytics-based interventions effectively enhance students' learning effects. To conduct a comprehensive review assessing the extent to which…
Descriptors: Learning Analytics, Intervention, Teaching Methods, Instructional Effectiveness
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Xiaoman Wang; Rui Huang; Max Sommer; Bo Pei; Poorya Shidfar; Muhammad Shahroze Rehman; Albert D. Ritzhaupt; Florence Martin – Journal of Educational Computing Research, 2024
The purpose of this research study was to examine the overall effect of adaptive learning systems deployed using artificial intelligence technology across a range of relevant variables (e.g., duration, student level, etc.). Following a systematic procedure, this meta-analysis examined literature from 18 academic databases and identified N = 45…
Descriptors: Meta Analysis, Outcomes of Education, Artificial Intelligence, Learning Management Systems
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May, Richard J.; Tyndall, Ian; McTiernan, Aoife; Roderique-Davies, Gareth; McLoughlin, Shane – British Journal of Educational Technology, 2022
Online interventions promoted to enhance cognitive ability hold great appeal for their potential positive impact in social, employment, and educational domains. Cognitive training programs have, thus far, not been shown to influence performance on tests of general cognitive aptitude. Strengthening Mental Abilities with Relational Training (SMART)…
Descriptors: Program Effectiveness, Meta Analysis, Intervention, Cognitive Ability
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Ben Izhak, Shachar; Lavidor, Michal – Journal of Cognition and Development, 2023
The field of cognitive training (CT) has been researched for over a century. However, there is still a debate regarding its ability to produce cognitive improvement, especially in working memory (WM) indices. This meta-analysis examined whether there is an advantage in training gains by comparing the results of two specific WM training approaches,…
Descriptors: Short Term Memory, Meta Analysis, Learning Strategies, Cognitive Processes
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Jang, Hwan Young; Kim, Hye Jeong – Education Sciences, 2020
This paper aims to quantify the effects of flipped classrooms in higher education by reviewing 43 empirical studies of students' cognitive, affective, and interpersonal outcomes. The innovative pedagogy of a flipped classroom in higher education fosters a sustainable, interactive, and student-centered learning environment (as opposed to the…
Descriptors: Meta Analysis, Teaching Methods, Blended Learning, Outcomes of Education
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Xu, Zhen; Ritzhaupt, Albert D.; Tian, Fengchun; Umapathy, Karthikeyan – Computer Science Education, 2019
Background and Context: The use of block-based programming environments is purported to be a good way to gently introduce novice computer programmers to computer programming. A small, but growing body of research examines the differences between block-based and text-based programming environments. Objective: Thus, the purpose of this study was to…
Descriptors: Outcomes of Education, Novices, Computer Science Education, Programming
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Murphy, Victoria A.; Arndt, Henriette; Baffoe-Djan, Jessica Briggs; Chalmers, Hamish; Macaro, Ernesto; Rose, Heath; Vanderplank, Robert; Woore, Robert – Education Endowment Foundation, 2020
The Education Endowment Foundation (EEF) commissioned this Rapid Evidence Assessment (REA) with a view to understanding what is known from the research literature concerning learning a foreign language (FL) and its impact on students' wider academic outcomes. The key questions addressed examine: (1) the research identifying what approaches to…
Descriptors: Second Language Learning, Second Language Instruction, Comparative Analysis, Attribution Theory
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Brown, Christopher P.; Lan, Yi-Chin – Teachers College Record, 2013
Background: As policymakers and advocates across the United States look to early childhood educators to improve children's cognitive development so they enter elementary school ready to learn, debates have emerged over what types of practices these educators should be engaged in to achieve this goal. Historically, the field of early childhood…
Descriptors: Developmentally Appropriate Practices, Cognitive Development, Meta Analysis, Early Childhood Education
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Peklaj, Cirila – Center for Educational Policy Studies Journal, 2015
The present article focuses on teacher competencies as a major factor that impacts student learning. Ultimately, all attempts to improve education converge in the teacher and the quality of his/her work with students. With their teaching methods, their communication and their classroom management, teachers can structure the kind of learning…
Descriptors: Educational Research, Teacher Competencies, Teaching Methods, Best Practices
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Weng, Pei-Lin; Maeda, Yukiko; Bouck, Emily C. – Remedial and Special Education, 2014
Computer-assisted instruction (CAI) for students with disabilities can be categorized into the following categories: visual, auditory, mobile, and cognitive skills-based CAI. Cognitive-skills based CAI differs from other types of CAI largely in terms of an emphasis on instructional design features. We conducted both systematic review of…
Descriptors: Skill Development, Cognitive Development, Disabilities, Literature Reviews
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Moffett, Nelle; Fleisher, Steven C. – Journal on Excellence in College Teaching, 2013
The authors describe principles of good teaching drawn from meta-analyses of research on teaching effectiveness. Recent developments in neurobiology are presented and aligned to provide biological support for these principles. To make it easier for college faculty to try out sample instructional strategies, the authors map principles of good…
Descriptors: Neurosciences, Neuropsychology, Educational Principles, Meta Analysis
Barnett, Steve; Carolan, Megan E. – Center on Enhancing Early Learning Outcomes, 2014
As the public profile of early childhood education has increased, state education agency staff, policymakers, and researchers are interested in understanding the lasting impacts of quality pre-K. Particularly for states beginning an investment in early childhood education or expanding access to an existing program, it is important to examine the…
Descriptors: Preschool Education, Early Childhood Education, Educational Quality, Early Intervention
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Hughes, Elizabeth M.; Witzel, Bradley S.; Riccomini, Paul J.; Fries, Karen M.; Kanyongo, Gibbs Y. – Journal of the International Association of Special Education, 2014
The need for global competence in mathematics is apparent. Algebra is considered a gateway course to prepare students for the demands of a competitive global market. Many students demonstrate low performance in algebra; this is especially true for students with disabilities. Effective algebra instruction is essential to increase algebra…
Descriptors: Mathematics Instruction, Algebra, Disabilities, Mathematics Skills
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Camilli, Gregory; Vargas, Sadako; Ryan, Sharon; Barnett, W. Steven – Teachers College Record, 2010
Background/Context: There is much current interest in the impact of early childhood education programs on preschoolers and, in particular, on the magnitude of cognitive and affective gains. Purpose/Objective/Research Question/Focus of Study: Because this new segment of public education requires significant funding, accurate descriptions are…
Descriptors: Small Group Instruction, Program Design, Intervention, Preschool Education
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Spence, Ian; Yu, Jingjie Jessica; Feng, Jing; Marshman, Jeff – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2009
Meta-analytic studies have concluded that although training improves spatial cognition in both sexes, the male advantage generally persists. However, because some studies run counter to this pattern, a closer examination of the anomaly is warranted. The authors investigated the acquisition of a basic skill (spatial selective attention) using a…
Descriptors: Video Games, Females, Attention, Spatial Ability
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