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Wenyi Li; Qian Zhang – Society for Research on Educational Effectiveness, 2025
This study compared Stepwise Logistic Regression (Stepwise-LR) and three machine learning (ML) methods--Classification and Regression Trees (CART), Random Forest (RF), and Generalized Boosted Modeling (GBM) for estimating propensity scores (PS) applied in causal inference. A simulation study was conducted considering factors of the sample size,…
Descriptors: Regression (Statistics), Artificial Intelligence, Statistical Analysis, Computation
Löffler, Christoph; Frischkorn, Gidon T.; Rummel, Jan; Hagemann, Dirk; Schubert, Anna-Lena – Journal of Intelligence, 2022
The worst performance rule (WPR) describes the phenomenon that individuals' slowest responses in a task are often more predictive of their intelligence than their fastest or average responses. To explain this phenomenon, it was previously suggested that occasional lapses of attention during task completion might be associated with particularly…
Descriptors: Attention Control, Reaction Time, Intelligence, Task Analysis
Olena Bolgova; Paul Ganguly; Volodymyr Mavrych – Anatomical Sciences Education, 2025
Integrating artificial intelligence, particularly large language models (LLMs), into medical education represents a significant new step in how medical knowledge is accessed, processed, and evaluated. The objective of this study was to conduct a comprehensive analysis comparing the performance of advanced LLM chatbots in different topics of…
Descriptors: Comparative Analysis, Artificial Intelligence, Technology Uses in Education, Natural Language Processing
Karbono, Kemanya; Retnawati, Heri – International Journal of Instruction, 2021
The disparity in the results of the study of the correlation between religiosity and multiple intelligences is an important use of meta-analysis, so that it can be used as credible literature by looking at multiple intelligences not only as analytical intelligence. This study involved 3242 samples that varied, age, culture, and academics, from 18…
Descriptors: Religious Factors, Multiple Intelligences, Meta Analysis, Correlation
Cooper, Patrick K. – International Journal of Music Education, 2020
The utility of music training in schools has received much attention in the United States. The purported positive cognitive benefits of music training for schoolchildren is one facet which has historically been used to advocate for the existence of public school music programs. The purpose of this study was to conduct a random-effects…
Descriptors: Meta Analysis, Music Education, Intervention, Cognitive Ability
Shulver, Kurt D.; Badcock, Nicholas A. – Journal of Speech, Language, and Hearing Research, 2021
Purpose: We report the results of a systematic review and meta-analysis investigating the relationship between perceptual anchoring and dyslexia. Our goal was to assess the direction and degree of the effect between perceptual anchoring and reading ability in typical and atypical (i.e., dyslexic) readers. Method: We performed a literature search…
Descriptors: Developmental Delays, Dyslexia, Research Reports, Meta Analysis
Brewer, Neil; Young, Robyn L.; Barnett, Emily – Journal of Autism and Developmental Disorders, 2017
Deficits in Theory of Mind (ToM)--the ability to interpret others' beliefs, intentions and emotions--undermine the ability of individuals with Autism Spectrum Disorder (ASD) to interact in socially normative ways. This study provides psychometric data for the Adult-Theory of Mind (A-ToM) measure using video-scenarios based in part on Happé's…
Descriptors: Autism, Pervasive Developmental Disorders, Theory of Mind, Interpersonal Competence
Novita, Shally – European Journal of Special Needs Education, 2016
The secondary symptoms of individuals with dyslexia, such as high anxiety and low self-esteem, have aroused various debates not only in the educational, but also in the clinical context. Since pro and contra arguments are supported by a more or less equal number of empirical findings, no final conclusion could be drawn for this specific…
Descriptors: Symptoms (Individual Disorders), Dyslexia, Anxiety, Self Esteem
Paek, Sue Hyeon; Abdulla, Ahmed M.; Cramond, Bonnie – Gifted Child Quarterly, 2016
There is a long-standing controversy over the relationship between psychopathology and creativity. Yet there is a lack of evidence regarding the relationship between common psychopathologies and indicators of little-c, or every day, creativity among laypeople. To make sense of this connection, we conducted a meta-analysis using 89 studies to…
Descriptors: Meta Analysis, Psychopathology, Attention Deficit Hyperactivity Disorder, Anxiety Disorders
Nicholas, Katrina; Plante, Elena; Gómez, Rebecca; Vance, Rebecca – Journal of Speech, Language, and Hearing Research, 2021
Purpose: Children with developmental language disorder sometimes spontaneously repeat clinician models of morphemes targeted for treatment. We examine how spontaneous repeating of clinician models in the form of recasts associates with improved child production of those emerging morphemes. Method: Forty-seven preschool children with developmental…
Descriptors: Developmental Delays, Language Impairments, Morphemes, Morphology (Languages)
Landry, Oriane; Al-Taie, Shems – Journal of Autism and Developmental Disorders, 2016
We conducted a meta-analysis of 31 studies, spanning 30 years, utilizing the WCST in participants with autism. We calculated Cohen's d effect sizes for four measures of performance: sets completed, perseveration, failure-to-maintain-set, and non-perseverative errors. The average weighted effect size ranged from 0.30 to 0.74 for each measure, all…
Descriptors: Executive Function, Cognitive Tests, Cognitive Ability, Abstract Reasoning
Preckel, Franzis; Rach, Hannah; Scherrer, Vsevolod – Gifted and Talented International, 2016
The present study investigated changes in self-esteem, academic self-concept, intellectual self-concept, and social self-concepts of acceptance, assertion, relations with same-sex peers and relations with other-sex peers with 177 gifted students participating in a 16-day summer school in Germany. Students were assessed three times by self-report…
Descriptors: Self Concept, Self Esteem, Academic Ability, Intelligence
Johnson, Wendy – Intelligence, 2011
Despite previous articles dating back 80 years, the questions of whether and when to square correlations continue to puzzle and confuse researchers. In this editorial, I point out that correlations can serve two independent purposes: they can be measures of effect size in themselves and their function as regression coefficients can be used to…
Descriptors: Correlation, Effect Size, Regression (Statistics), Intelligence
Rothenbusch, Sandra; Zettler, Ingo; Voss, Thamar; Lösch, Thomas; Trautwein, Ulrich – Journal of Educational Psychology, 2016
Teachers are often asked to nominate students for enrichment programs for gifted children, and studies have repeatedly indicated that students' intelligence is related to their likelihood of being nominated as gifted. However, it is unknown whether class-average levels of intelligence influence teachers' nominations as suggested by theory--and…
Descriptors: Academically Gifted, Enrichment Activities, Intelligence, Teacher Attitudes
Alaee, Mitra – Journal of Pan-Pacific Association of Applied Linguistics, 2015
The main purpose of the study was to investigate the relationship between Iranian EFL teachers' Professional Identity and their types of Multiple Intelligences. Moreover, it aimed to see the extent to which their multiple intelligences can predict their professional identity. The participants of the study were 137 Iranian EFL teachers teaching in…
Descriptors: Correlation, Multiple Intelligences, Foreign Countries, English (Second Language)

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