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Eylem Oruç – European Journal of Education, 2025
The current study is a systematic literature review of the studies on language mindsets. It endeavours to address the growing interest in language mindsets research and practice and, to review the evidence on the aspects of language mindsets, research approach, participants, data collection, data analysis and results in a systematic review. The…
Descriptors: Meta Analysis, Language Attitudes, Research Reports, Language Research
Nikolaos Nikoloudakis; Maria Rangoussi – International Journal of Sustainability in Higher Education, 2025
Purpose: This paper aims to investigate the e-waste aspect of sustainability in education, with a specific interest in engineering education. Specifically, it focuses on recycling through reclaiming electronic components from e-waste and reusing them in repairs or in the design and construction of new devices. Design/methodology/approach: A…
Descriptors: Literature Reviews, Meta Analysis, Sustainability, Recycling
Patronella William Yaw; Mohd Effendi Ewan Mohd Matore; Trikinasih Handayani; Lina Handayani – Journal of Education and Learning (EduLearn), 2025
Fink's taxonomy is a learning model of six interrelated elements that can be used for the development of learning goals and create significant learning. However, there has been limited discussion about the development trend of Fink's taxonomy systematically. This study aims to identify trends in previous research that employed Fink's taxonomy…
Descriptors: Taxonomy, Educational Trends, Literature Reviews, Meta Analysis
Yingxiu Li; Xiang Wang; Junjun Chen; John Chi-Kin Lee; Zi Yan; Jian-Bin Li – Educational Psychology Review, 2024
This meta-analytical review aims to investigate the overall effect of comprehensive interventions on teacher well-being and the factors that moderate the effect by synthesizing empirical evidence. A total number of 176 effect sizes from 44 studies were included in this study. The results reported the mean effect size of intervention on teacher…
Descriptors: Literature Reviews, Meta Analysis, Intervention, Teacher Welfare
Xun Yan; Yuyun Lei; Yulin Pan – Language Learning, 2025
Abundant research has indicated fluency features as meaningful predictors of second language proficiency. However, the extent to which different fluency dimensions and features can predict proficiency remains underexplored. This meta-analysis employed a multilevel modeling approach to synthesize fluency-proficiency relationships from 71 empirical…
Descriptors: Speech Communication, Language Proficiency, Second Language Learning, Meta Analysis
Christian Röver; David Rindskopf; Tim Friede – Research Synthesis Methods, 2024
The trace plot is seldom used in meta-analysis, yet it is a very informative plot. In this article, we define and illustrate what the trace plot is, and discuss why it is important. The Bayesian version of the plot combines the posterior density of [tau], the between-study standard deviation, and the shrunken estimates of the study effects as a…
Descriptors: Graphs, Meta Analysis, Bayesian Statistics, Visualization
Matthew Forte; Elizabeth Tipton – Society for Research on Educational Effectiveness, 2024
Background/Context: Over the past twenty plus years, the What Works Clearinghouse (WWC) has reviewed over 1,700 studies, cataloging effect sizes for 189 interventions. Some 56% of these interventions include results from multiple, independent studies; on average, these include results of [approximately]3 studies, though some include as many as 32…
Descriptors: Meta Analysis, Sampling, Effect Size, Models
Patience Fubara Hart; Waymond Rodgers – Studies in Higher Education, 2024
The higher education (HE) sector has witnessed escalating competition, resulting in an increase in scholarly interest. Despite this, a comprehensive review of the existing literature in this domain remains absent. Thus, based on Tranfield et al.'s (2003) methodology, we systematically review 80 articles published between 2012 and 2022, extracted…
Descriptors: Higher Education, Literature Reviews, Competition, Meta Analysis
Kathleen B. Aspiranti; Jennifer L. Reynolds; Erin E. C. Henze; Paulina Grekov; Julie C. Martinez – Education and Treatment of Children, 2024
Word boxes (also known as sound boxes or Elkonin boxes) is a widely used intervention targeting basic literacy skills. The word/sound box intervention has been implemented across grades, settings, and student ability levels, but to date there has not been a quantitative analysis of the effects of the word/sound box intervention. The purpose of the…
Descriptors: Literature Reviews, Meta Analysis, Literacy, Literacy Education
Sánchez-Miguel P. A.; Álvarez-Sánchez J. L.; Hortigüela-Alcalá D.; Pérez-Pueyo A.; Tapia-Serrano M. A. – Quest, 2025
This study aimed to show a quantitative synthesis on the effect of the Teaching Personal and Social Responsibility Model (TPSR) on personal and social responsibility within physical education (PE) context. To achieve this, a systematic review and meta-analysis on experimental studies was developed. The initial search yielded 874 articles, with 6…
Descriptors: Physical Education, Social Responsibility, Effect Size, Models
Serafeim A. Triantafyllou; Christos Georgiadis; Theodosios Sapounidis – International Review of Education, 2025
Gamification, when properly implemented in education and training, can increase the engagement and motivation of learners and inspire them to change aspects of their behaviour to support learning. Although the use of gamification in the learning process might have a positive impact, its potential to strengthen education and training has not yet…
Descriptors: Gamification, Educational Practices, Meta Analysis, Models
Rosa Sitjes-Figueras; Lorena Maneiro; Marta Garcia-Molsosa; Mónica López-López – Child & Youth Care Forum, 2025
Background: Reunification with birth families is often a primary goal for children placed in foster care, yet the decision-making processes surrounding reunification remain complex and multifaceted. Objective: This systematic review aims to identify and analyze factors influencing the reunification of children and youth with their birth families…
Descriptors: Meta Analysis, Literature Reviews, Foster Care, Parent Child Relationship
Riley, Richard D.; Ensor, Joie; Hattle, Miriam; Papadimitropoulou, Katerina; Morris, Tim P. – Research Synthesis Methods, 2023
Individual participant data meta-analysis (IPDMA) projects obtain, check, harmonise and synthesise raw data from multiple studies. When undertaking the meta-analysis, researchers must decide between a two-stage or a one-stage approach. In a two-stage approach, the IPD are first analysed separately within each study to obtain aggregate data (e.g.,…
Descriptors: Data Analysis, Meta Analysis, Models, Computation
T. D. Stanley; Hristos Doucouliagos; Tomas Havranek – Research Synthesis Methods, 2024
We demonstrate that all meta-analyses of partial correlations are biased, and yet hundreds of meta-analyses of partial correlation coefficients (PCCs) are conducted each year widely across economics, business, education, psychology, and medical research. To address these biases, we offer a new weighted average, UWLS[subscript +3]. UWLS[subscript…
Descriptors: Meta Analysis, Correlation, Bias, Sample Size
Rrita Zejnullahi; Larry V. Hedges – Research Synthesis Methods, 2024
Conventional random-effects models in meta-analysis rely on large sample approximations instead of exact small sample results. While random-effects methods produce efficient estimates and confidence intervals for the summary effect have correct coverage when the number of studies is sufficiently large, we demonstrate that conventional methods…
Descriptors: Robustness (Statistics), Meta Analysis, Sample Size, Computation

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