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Liping Guo; Sarah Miller; Wenjie Zhou; Zhipeng Wei; Junjie Ren; Xinyu Huang; Xin Xing; Howard White; Kehu Yang – Campbell Systematic Reviews, 2025
Background: A systematic review is a type of literature review that uses rigorous methods to synthesize evidence from multiple studies on a specific topic. It is widely used in academia, including medical and social science research. Social science is an academic discipline that focuses on human behaviour and society. However, consensus regarding…
Descriptors: Foreign Countries, Literature Reviews, Social Science Research, Meta Analysis
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Raimo Kaasila; Sonja Lutovac; Minna Uitto – European Journal of Teacher Education, 2025
Research has suggested that teacher educators' profession and the process of identity formation are poorly understood. Moreover, attempts to clarify the terminology are rare. While research has addressed teacher educators' professional identities holistically, discussion on teacher educators' teacher identities is very rare, even though these…
Descriptors: Teacher Educators, Professional Identity, Literature Reviews, Meta Analysis
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Zhenlong Wang; Ashley Casey; Ed Cope – Physical Education and Sport Pedagogy, 2025
Background: The education and training of coaches is considered central to maintaining and improving the quality of coaching. Formal coach education is accessed by thousands of coaches each year. However, evidence would suggest this form of learning plays only a minor role in coaches' development. One possible reason for this is the lack of…
Descriptors: Literature Reviews, Meta Analysis, Athletic Coaches, Physical Education
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Steve Graham; Yucheng Cao; Young-Suk Grace Kim; Joongwon Lee; Tamara Tate; Penelope Collins; Minkyung Cho; Youngsun Moon; Huy Quoc Chung; Carol Booth Olson – Reading and Writing: An Interdisciplinary Journal, 2025
The current best evidence meta-analysis reanalyzed the data from a meta-analysis by Graham et al. (J Educ Psychol 115:1004-1027, 2023). This meta-analysis and the prior one examined if teaching writing improved the writing of students in Grades 6 to 12, examining effects from writing intervention studies employing experimental and…
Descriptors: Writing Instruction, Secondary Education, Instructional Effectiveness, Writing Skills
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Hacer Efe; Ünsal Umdu Topsakal – World Journal of Education, 2025
School health education is an important tool in sustaining the health of societies and is increasingly being included in studies. The aim of this study is to systematically identify and bring together school health education studies conducted in the last 10 years at the international level and to conduct a meta-synthesis. In this context, 25…
Descriptors: Health Education, Databases, Meta Analysis, Research Reports
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Juuso Henrik Nieminen; David Boud – Assessment in Education: Principles, Policy & Practice, 2025
Student self-assessment has received considerable research interest. While several review articles have mapped self-assessment studies, there remains a need to synthesise the insights from field and the differing views and approaches within. In this critical meta-review, we conduct a discourse analysis of 28 earlier review studies concerning…
Descriptors: Literature Reviews, Meta Analysis, Self Evaluation (Individuals), Students
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Veli Ünlü; Erhan Ertekin – International Journal of Assessment Tools in Education, 2025
Considering its relationships with real life and mathematics, mathematical modeling is one of the most effective ways of learning and teaching mathematics. In this study, the effect of teaching with mathematical modeling on students' mathematics achievement was examined using the meta-analysis method. An effect size of 51 was achieved with 45…
Descriptors: Mathematical Models, Mathematics Instruction, Mathematics Achievement, Teaching Methods
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Lianghuo Fan; Chunxia Qi; Wee Tiong Seah; Qimeng Liu – ZDM: Mathematics Education, 2025
This paper aims to provide readers with an overview of recent advances in research on mathematics textbooks in relation to curriculum development and instructional reform. It consists of two main parts, with the first part presenting a targeted micro-scoping review of 13 related research articles published over the last decade (2015-2024), and the…
Descriptors: Literature Reviews, Mathematics Education, Textbook Research, Educational Research
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Hans-Peter Piepho; Johannes Forkman; Waqas Ahmed Malik – Research Synthesis Methods, 2024
Checking for possible inconsistency between direct and indirect evidence is an important task in network meta-analysis. Recently, an evidence-splitting (ES) model has been proposed, that allows separating direct and indirect evidence in a network and hence assessing inconsistency. A salient feature of this model is that the variance for…
Descriptors: Maximum Likelihood Statistics, Evidence, Networks, Meta Analysis
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Michael Borenstein – Research Synthesis Methods, 2024
In any meta-analysis, it is critically important to report the dispersion in effects as well as the mean effect. If an intervention has a moderate clinical impact "on average" we also need to know if the impact is moderate for all relevant populations, or if it varies from trivial in some to major in others. Or indeed, if the…
Descriptors: Meta Analysis, Error Patterns, Statistical Analysis, Intervention
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Brinley N. Zabriskie; Nolan Cole; Jacob Baldauf; Craig Decker – Research Synthesis Methods, 2024
Meta-analyses have become the gold standard for synthesizing evidence from multiple clinical trials, and they are especially useful when outcomes are rare or adverse since individual trials often lack sufficient power to detect a treatment effect. However, when zero events are observed in one or both treatment arms in a trial, commonly used…
Descriptors: Meta Analysis, Error Correction, Computation, Simulation
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Gamon Savatsomboon; Phamornpun Yurayat; Ong-art Chanprasitchai; Warawut Narkbunnum; Jibon Kumar Sharma; Surapol Svetsomboon – Journal of Practical Studies in Education, 2024
The paper has three major objectives. The first objective of the paper is to synthesize and define common categories of meta-analysis. The second objective is to propose a way to comprehend these common categories of meta-analysis through learning from their respective generic conceptual frameworks. The third objective is to point out which R…
Descriptors: Classification, Meta Analysis, Computer Software, Educational Research
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Malathi Letchumanan; Sharifah Kartini Said Husain; Ahmad Fauzi Mohd Ayub – Journal of Educators Online, 2024
Learning mathematics in an online learning environment has unique challenges. Success in an online mathematics learning environment depends on a student's self-regulating ability. This systematic review provides the scholarly community with a synthesis of current self-regulated learning (SRL) strategies of students in the mathematics online…
Descriptors: Literature Reviews, Mathematics, Learning Strategies, Independent Study
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James E. Pustejovsky; Man Chen – Journal of Educational and Behavioral Statistics, 2024
Meta-analyses of educational research findings frequently involve statistically dependent effect size estimates. Meta-analysts have often addressed dependence issues using ad hoc approaches that involve modifying the data to conform to the assumptions of models for independent effect size estimates, such as by aggregating estimates to obtain one…
Descriptors: Meta Analysis, Multivariate Analysis, Effect Size, Evaluation Methods
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Reza Norouzian; Gavin Bui – Studies in Second Language Acquisition, 2024
Meta-analyses play an instrumental role in informing second language (L2) theory and practice. However, current (i.e., classic) approaches to meta-analysis are limited in their ability to do so because they often fail to capture the complexity inherent in primary studies' research designs. As we argue in this article, when complex L2 studies are…
Descriptors: Meta Analysis, Second Languages, Language Research, Research Design
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