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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
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
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
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
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
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
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
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
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
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
Louise David; Felicitas Biwer; Martine Baars; Lisette Wijnia; Fred Paas; Anique de Bruin – Educational Psychology Review, 2024
Accurately monitoring one's learning processes during self-regulated learning depends on using the right cues, one of which could be perceived mental effort. A meta-analysis by Baars et al. (2020) found a negative association between mental effort and monitoring judgments (r = -0.35), suggesting that the amount of mental effort experienced during…
Descriptors: Correlation, Outcomes of Education, Metacognition, Meta Analysis
Abdullah Alamer; Esmaeel Saeedy Robat; Majid Elahi Shirvan; Richard Ryan – Educational Psychology Review, 2025
In this meta-analysis, we examined the average correlations (weighted for sample size and corrected for measurement error) between the varied types of motivation specified within self-determination theory (SDT) and second language (L2) achievement. We also conducted moderator analyses to explore whether these relationships are influenced by age,…
Descriptors: Self Determination, Language Acquisition, Meta Analysis, Second Language Learning
Sanghyun Hong; W. Robert Reed – Research Synthesis Methods, 2024
This study builds on the simulation framework of a recent paper by Stanley and Doucouliagos ("Research Synthesis Methods" 2023;14;515--519). S&D use simulations to make the argument that meta-analyses using partial correlation coefficients (PCCs) should employ a "suboptimal" estimator of the PCC standard error when…
Descriptors: Meta Analysis, Correlation, Weighted Scores, Simulation
Dianne A. Vella-Brodrick; Kelsey J. Lewis; Krystina Gilowska – Educational Psychology Review, 2024
The widespread benefits of creativity have become more salient in recent years. This has led to scholarly interest in finding ways to foster creativity. Nature immersion may be one way to enhance creativity, particularly as many individuals involved in creative pursuits have found nature to be a source of inspiration and a haven for restoration.…
Descriptors: Creativity, Meta Analysis, Environment, Correlation
Sarah E. Rose; Claire M. Barlow – British Journal of Educational Psychology, 2024
Background: Within the same school class, it is usual to find children who differ in age by almost a full calendar year. Although associations between being relatively young and poor academic outcomes are well documented, and relatively consistent, the associations between being relatively young and psychosocial outcomes are less clearly…
Descriptors: Age Differences, Individual Development, Correlation, Academic Achievement