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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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Yin-Die Li; Guo-Hua Ding; Chi-Ying Zhang – Educational Studies, 2024
Given the information age, an important educational objective is cultivating innovators who can propose unique ideas. Learner-centred education is a way to achieve this objective; however, what is the current effectiveness of learner-centred education? A meta-analysis was conducted to analyse 72 effect sizes from 42 quantitative studies to…
Descriptors: Correlation, Student Centered Learning, Academic Achievement, Teaching Methods
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Danielle Colenbrander; Alexa von Hagen; Saskia Kohnen; Signy Wegener; Katherine Ko; Elisabeth Beyersmann; Ali Behzadnia; Rauno Parrila; Anne Castles – Educational Psychology Review, 2024
In this pre-registered meta-analysis, we investigated the effectiveness of morphology instruction on literacy outcomes for primary school children in English-speaking countries. We were interested in overall reading and spelling outcomes, but we also looked separately at results for trained and untrained words in order to determine whether there…
Descriptors: Morphology (Languages), Reading Instruction, Literacy Education, Instructional Effectiveness
Kathleen Lynch; Kathryn E. Gonzalez; Heather C. Hill; Ramsey Merritt – Annenberg Institute for School Reform at Brown University, 2024
Inconsistent reporting of critical facets of classroom interventions and their related impact evaluations hinders the field's ability to describe and synthesize the existing evidence base. In this essay, we present a set of reporting guidelines intended to steer authors of classroom intervention studies toward providing more systematic reporting…
Descriptors: Meta Analysis, Mathematics Teachers, Science Teachers, Faculty Development
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Stanczak, Arnaud; Darnon, Céline; Robert, Anaïs; Demolliens, Marie; Sanrey, Camille; Bressoux, Pascal; Huguet, Pascal; Buchs, Céline; Butera, Fabrizio – Journal of Educational Psychology, 2022
"Jigsaw" is a peer learning procedure derived from social interdependence theory, which suggests that individuals positively linked by a common goal can benefit from positive and promotive social interactions (Aronson & Patnoe, 2011). Although jigsaw has often been presented as an efficient way to promote learning, empirical research…
Descriptors: Cooperative Learning, Outcomes of Education, Meta Analysis, Instructional Effectiveness
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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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Li, Xiaoshan; Wang, Wenjing; Li, Yanyan – International Journal of Science Education, 2022
Scientific argumentation as a scientific practice has become an important issue in scientific concept learning. We systematically searched five databases to assess the potential of scientific argumentation to promote multidimensional conceptual change in science education. The systematic literature search and coding of studies were carried out by…
Descriptors: Scientific Concepts, Persuasive Discourse, Research Reports, Science Instruction
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Fong, Carlton J.; Lee, Jihyun; Krou, Megan R.; Hoff, Meagan A.; Johnston-Ashton, Karen; Gonzales, Cassandra; Beretvas, S. Natasha – Journal of Experimental Education, 2023
The Learning and Study Strategies Inventory (LASSI; Weinstein et al., "Learning and study strategies inventory." H&H Publishing, 1987) is a prominent instrument used in thousands of institutions worldwide as an educational and research tool. Despite its widespread prevalence, there are inconsistencies regarding the underlying latent…
Descriptors: Meta Analysis, Factor Structure, Learning Strategies, Measures (Individuals)
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Wongdaeng, Meechai; Higgins, Steve – Innovation in Language Learning and Teaching, 2023
Purpose: Despite numerous studies reporting beneficial effects of metacognition for improving learning or developing self-regulated learners, the evidence from tertiary English as a Foreign Language (EFL) settings is still unclear as synthesis studies in this field remain rare. To address the gap, this study sought to identify, examine and…
Descriptors: Research Reports, Intervention, English (Second Language), Second Language Learning
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Linxuan Yi; Di Liu; Tiancheng Jiang; Yucheng Xian – International Journal of Science and Mathematics Education, 2025
Artificial intelligence (AI) shows increasing potential to improve mathematics instruction, yet integrative quantitative evidence currently is lacking on its overall effectiveness and factors influencing success. This systematic review and meta-analysis investigate the effectiveness of AI on improving mathematics performance in K-12 classrooms…
Descriptors: Program Effectiveness, Artificial Intelligence, Technology Uses in Education, Elementary School Students
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Feliza Marie Santos Mercado; Sungwon Shin – Information and Learning Sciences, 2025
Purpose: In response to challenges in traditional professional development, educators are increasingly utilizing social media platforms to customize their learning experiences and facilitate their professional growth. This systematic literature review seeks to examine articles published between January 2018 and July 2023 to synthesize evidence on…
Descriptors: Social Media, Faculty Development, Teaching Methods, Kindergarten
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A. Pradheepa; K. Gurusamy; T. Pushpanathan – Australian Journal of Applied Linguistics, 2025
This meta-analysis aims to investigate gamification's impact on improving tertiary-level second-language learners' lexical repertoire. Forty-seven peer-reviewed works were evaluated for this analysis. The analysis focused on determining the effectiveness of gamified learning environments in the context of improving vocabulary and learning and…
Descriptors: Meta Analysis, Game Based Learning, Second Language Learning, Second Language Instruction
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Ploetzner, Rolf; Berney, Sandra; Bétrancourt, Mireille – Journal of Computer Assisted Learning, 2020
In a systematic review, 194 studies on learning from animation were analysed. The analysis covers the learning domains, the representational characteristics of the animations, the assessed perceptual and cognitive achievements, and the assessment formats. Research on learning from animation focuses on assessing conceptual at the neglect of…
Descriptors: Animation, Teaching Methods, Instructional Effectiveness, Learning Processes
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Wahyu Dilla Abdullah; Adilah Afikah; Ezi Apino; Supahar Supahar; Jumadi Jumadi – Journal of Baltic Science Education, 2024
The use of mobile technology in physics education has become more prevalent, but more data about its effect on student academic performance needs to be collected. This meta-analysis examines the effects of mobile learning on student achievement in physics and any moderating factors. The study collected 36 primary studies from various scientific…
Descriptors: Meta Analysis, Science Education, Science Achievement, Physics
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Xiaoyu Ren; Ningyu Liu; Peng Peng; Yingfei Lu; Yuxuan Chen; Jia Li; Sha Tao – Educational Psychology Review, 2024
More than fifteen million native Chinese-speaking children are at risk for reading difficulties (RD), making effective Chinese reading interventions crucial for enhancing individual and societal well-being. A total of 51 studies from 2,015 children aged 6 to 13 years were included in the current meta-analysis to examine what works for reading…
Descriptors: Chinese, Reading Instruction, Intervention, Decoding (Reading)
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