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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
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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
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John Hattie; Timothy O'Leary – Educational Psychology Review, 2025
The persistence of learning styles as a concept in educational discourse and research is paradoxical, given the overwhelming evidence discrediting the matching hypothesis, the notion that aligning teaching methods with students' preferred learning styles enhances achievement. This paper examines the resurgence of learning styles across…
Descriptors: Cognitive Style, Meta Analysis, Learning Strategies, Correlation
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Rahel L. van Eickels; Magdalena Siegel; Alice J. Juhasz; Martina Zemp – Child Development, 2025
Empirical findings on the associations of positive and dysfunctional parent--child relationship (PPCR/DPCR) characteristics with child shame, adaptive guilt, and maladaptive guilt were synthesized in six meta-analyses. The 65 included samples yielded 633 effect sizes (N[subscript total] = 19,144; M[subscript age] = 15.24 years; 59.0% female; 67.7%…
Descriptors: Parent Child Relationship, Psychological Patterns, Child Development, Meta Analysis
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Qi, Hongchao; Rizopoulos, Dimitris; Rosmalen, Joost – Research Synthesis Methods, 2022
The meta-analytic-predictive (MAP) approach is a Bayesian meta-analytic method to synthesize and incorporate information from historical controls in the analysis of a new trial. Classically, only a single parameter, typically the intercept or rate, is assumed to vary across studies, which may not be realistic in more complex models. Analysis of…
Descriptors: Meta Analysis, Prediction, Correlation, Bayesian Statistics
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Preston P. Thakral; Connor C. Starkey; Aleea L. Devitt; Daniel L. Schacter – Creativity Research Journal, 2025
Episodic retrieval plays a functional-adaptive role in supporting divergent creative thinking, the ability to creatively combine different pieces of information. However, the same constructive memory process that provides this benefit can also lead to memory errors. Prior behavioral work has shown that there is a positive correlation between the…
Descriptors: Memory, Recall (Psychology), Misinformation, Creative Thinking
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Simin He; Feixiang Zhou; Gang Tian; Yiran Cui; Yan Yan – Journal of Autism and Developmental Disorders, 2024
To investigate the association between exposure to anesthesia during three periods of pregnancy, delivery, and childhood and autism spectrum disorder (ASD). PubMed, Scopus, Web of Science, Embase, Google Scholar, PsycArticles, and PsycINFO were searched from the date of database inception to 1 December 2022. Studies reported the association…
Descriptors: Pregnancy, Anesthesiology, Autism Spectrum Disorders, Medical Services
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van Aert, Robbie C. M.; Goos, Cas – Research Synthesis Methods, 2023
The partial correlation coefficient quantifies the relationship between two variables while taking into account the effect of one or multiple control variables. Researchers often want to synthesize partial correlation coefficients in a meta-analysis since these can be readily computed based on the reported results of a linear regression analysis.…
Descriptors: Computation, Sampling, Correlation, Meta Analysis
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Viktorija Cepukiene; Julija Janulevice – Child & Youth Care Forum, 2025
Background: Early childhood is essential for the rapid development of self-regulation systems, shaped by brain maturation and parental discipline. Inadequate discipline can hinder this development, leading to behavioral, social, and long-term negative outcomes. Objective: This meta-analysis synthesizes research conducted over the last two decades,…
Descriptors: Parent Child Relationship, Discipline, Self Control, Preschool Children
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M. Furkan Kurnaz; Nilüfer Koçtürk – Psychology in the Schools, 2025
Gamification is widely used to enhance student learning and engagement. This meta-analysis focused on experimental research examining the effects of gamification on student motivation in K-12. Studies were retrieved from Scopus, PubMed, Web of Science, and ProQuest, resulting in 279 articles screened, with 31 meeting the inclusion criteria. The…
Descriptors: Meta Analysis, Student Motivation, Gamification, Elementary Secondary Education
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Timo Gnambs; Ulrich Schroeders – Research Synthesis Methods, 2024
Meta-analyses of treatment effects in randomized control trials are often faced with the problem of missing information required to calculate effect sizes and their sampling variances. Particularly, correlations between pre- and posttest scores are frequently not available. As an ad-hoc solution, researchers impute a constant value for the missing…
Descriptors: Accuracy, Meta Analysis, Randomized Controlled Trials, Effect Size
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Cahit Erdem; Metin Kaya – School Psychology International, 2024
This study reports two independent meta-analyses on the relationship between: (a) classroom climate and academic achievement; and (b) school climate and academic achievement. The analyses were based on extant correlational research studies at the K-12 level that were published between 2000 and 2020. The relationships were analyzed in terms of…
Descriptors: Meta Analysis, Literature Reviews, Classroom Environment, Educational Environment
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Zui Cheng; Zhuo Zhang; Qian Xu; Yukiko Maeda; Peidi Gu – Journal of Computing in Higher Education, 2025
Research on academic performance in online education proliferated in the last decade; however, our current understanding of the relationship between self-regulated learning and academic performance in online learning environments remains scattered. This meta-analysis provides a holistic view of the relationship between learners' use of…
Descriptors: Meta Analysis, Independent Study, Learning Strategies, Academic Achievement
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Johnmarshall Reeve; Geetanjali Basarkod; Hye-Ryen Jang; Rafael Gargurevich; Hyungshim Jang; Sung Hyeon Cheon – Educational Psychology Review, 2025
Students involve themselves in learning activities multidimensionally, including behaviorally, cognitively, emotionally, and agentically. This multidimensional involvement predicts important outcomes, but it is also possible that each type of engagement might have its own specialized purpose or function. To investigate this possibility, we…
Descriptors: Meta Analysis, Learner Engagement, Academic Achievement, Social Support Groups
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Rebecca Hymas; Johanna C. Badcock; Elizabeth Milne – Review Journal of Autism and Developmental Disorders, 2024
Objectives: This systematic review aimed to quantify differences in loneliness levels between autistic and neurotypical samples and investigate the association between loneliness and mental health in autistic individuals. Methods: Three meta-analyses were conducted. Studies were methodologically appraised using established tools. Results: Overall,…
Descriptors: Psychological Patterns, Correlation, Anxiety, Autism Spectrum Disorders
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