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Siu-Cheung Kong; Wei Shen – Interactive Learning Environments, 2024
Logistic regression models have traditionally been used to identify the factors contributing to students' conceptual understanding. With the advancement of the machine learning-based research approach, there are reports that some machine learning algorithms outperform logistic regression models in terms of prediction. In this study, we collected…
Descriptors: Student Characteristics, Predictor Variables, Comprehension, Computation
Lindsey Peters-Sanders; Houston Sanders; Howard Goldstein; Kandethody Ramachandran – Journal of Speech, Language, and Hearing Research, 2023
Purpose: Identifying appropriate targets for vocabulary instruction and determining the optimal sequence for instruction continue to be a challenge. The purpose of this study is to investigate how previously studied lexical characteristics collectively influence children's word learning. Method: A secondary data analysis was conducted using the…
Descriptors: Prediction, Grade 1, Grade 3, Elementary School Students
Jarvis, Stuart; Williams, Morgan; Rainer, Paul; Jones, Eleri Sian; Saunders, John; Mullen, Richard – Measurement in Physical Education and Exercise Science, 2018
The aims of this study were to determine proficiency levels of fundamental movement skills using cluster analysis in a cohort of U.K. primary school children; and to further examine the relationships between fundamental movement skills proficiency and other key aspects of health-related physical activity behavior. Participants were 553 primary…
Descriptors: Health, Physical Activities, Self Concept, Psychomotor Skills
Rodríguez, Cristina; Villarroel, Rebeca – Journal of Learning Disabilities, 2017
This study examined whether spelling tasks contribute to the prediction of the handwriting status of children with poor and good handwriting skills in a cross-sectional study with 276 Spanish children from Grades 1 and 3. The main hypothesis was that the spelling tasks would predict the handwriting status of the children, although this influence…
Descriptors: Handwriting, Writing Skills, Spelling, Grade 1
Altermatt, Ellen Rydell – Journal of Early Adolescence, 2017
Prior research demonstrates that perceived academic support from peers positively predicts school adjustment. In this cross-sectional study, we provide evidence that perceived academic support from peers declines from 3rd to 8th grade and that this decline is partially mediated by grade-level declines in perceptions that academic success…
Descriptors: Peer Relationship, Case Studies, Academic Achievement, Prediction
Deacon, S. Hélène; Kieffer, Michael – Journal of Educational Psychology, 2018
The authors tested theoretically driven predictions as to the ways in which syntactic awareness, or awareness of word order within sentences, might contribute to reading comprehension, the end goal of reading development and instruction. They conducted a longitudinal study of 100 English-speaking children followed from Grade 3 to 4. Children…
Descriptors: Syntax, Longitudinal Studies, Reading Comprehension, Prediction
Liu, Xiaochen; Marchis, Lavinia; DeBiase, Emily; Breaux, Kristina C.; Courville, Troy; Pan, Xingyu; Hatcher, Ryan C.; Koriakin, Taylor; Choi, Dowon; Kaufman, Alan S. – Journal of Psychoeducational Assessment, 2017
This study investigated the relationship between specific cognitive patterns of strengths and weaknesses (PSWs) and the errors children make in reading, writing, and spelling tests from the Kaufman Test of Educational Achievement-Third Edition (KTEA-3). Participants were selected from the KTEA-3 standardization sample based on five cognitive…
Descriptors: Achievement Tests, Cognitive Processes, Error Patterns, Reading
Coping with Bullying and Victimisation among Preadolescents: The Moderating Effects of Self-Efficacy
Kokkinos, Constantinos M.; Panagopoulou, Paraskevi; Tsolakidou, Ioanna; Tzeliou, Evdoxia – Emotional & Behavioural Difficulties, 2015
Bullying and victimisation may result from ineffective coping with interpersonal stressors. However, little is known about the preadolescents who are most susceptible to dysfunctional coping styles. Self-efficacy beliefs may be one source of individual differences in coping among those involved in bullying and victimisation. The purpose of the…
Descriptors: Coping, Bullying, Victims, Self Efficacy
Darmody, Merike; Thornton, Maeve – Educational Studies, 2015
Internationally there is now a growing body of research on student school engagement. Much of this research highlights the association of school engagement with a range of social, behavioural and academic outcomes. Less attention is paid to factors predicting disaffection among young children across various dimensions using nationally…
Descriptors: Prediction, Elementary School Students, Outcomes of Education, Learner Engagement
Zhang, Haomin – Reading Psychology, 2016
This study explored the concurrent and longitudinal effects of morphological awareness on the development of reading comprehension among Chinese-speaking children (N = 123, mean[subscript age] = 8.1 at Time 2). Drawing upon multivariate analyses, the study found that morphological awareness and lexical inferencing ability were intertwined together…
Descriptors: Reading Comprehension, Morphology (Languages), Chinese, Multivariate Analysis
Sebanc, Anne M.; Guimond, Amy B.; Lutgen, Jeff – Journal of Early Adolescence, 2016
This study investigates whether friendship quality, academic achievement, and mastery goal orientation predict each other across the transition to middle school. Participants were 146 Latino students (75 girls) followed from the end of elementary school through the first year of middle school. Measures included positive and negative friendship…
Descriptors: Correlation, Middle School Students, Friendship, Path Analysis
Mascareño, Mayra; Doolaard, Simone; Bosker, Roel J. – Early Education and Development, 2014
A successful transition from kindergarten to 1st grade requires a positive combination of multiple dimensions of child competence. Using latent class analysis, we simultaneously examined the academic skills, work attitude, and social/behavioral competence of a large sample of Dutch kindergarten children to identify profiles of kindergarten…
Descriptors: Child Development, Kindergarten, Profiles, Prediction
Kim, Il-Hee – Interactive Learning Environments, 2014
This article investigates the effect of participation in synchronous online discussions on the development of individual reasoning as manifested in reflective essays. Students from a fourth-grade classroom engaged in a series of real-time online discussions. The format of the discussion was based on the Collaborative Reasoning approach which has…
Descriptors: Skill Development, Logical Thinking, Thinking Skills, Synchronous Communication
Mannamaa, Mairi; Kikas, Eve; Peets, Katlin; Palu, Anu – Educational Psychology, 2012
Math achievement is not a unidimensional construct but includes different skills that require different cognitive abilities. The focus of this study was to examine associations between a number of cognitive abilities and three domains of math skills (knowing, applying and problem solving) simultaneously in a multivariate framework. Participants…
Descriptors: Structural Equation Models, Phonological Awareness, Problem Solving, Short Term Memory
Chen, Yi-Hsin; Thompson, Marilyn S.; Kromrey, Jeffrey D.; Chang, George H. – Journal of Experimental Education, 2011
In this article, the authors investigated the relations of students' perceptions of teachers' oral feedback with teacher expectancies and student self-concept. A sample of 1,598 Taiwanese children in Grades 3 to 6 completed measures of student perceptions of teacher oral feedback and school self-concept. Homeroom teachers identified students for…
Descriptors: Feedback (Response), Student Attitudes, Structural Equation Models, Discriminant Analysis
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