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Using Machine Learning to Predict Children's Reading Comprehension from Linguistic Features Extracted from Speech and Writing
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Sinclair, Jeanne; Jang, Eunice Eunhee; Rudzicz, Frank – Journal of Educational Psychology, 2021
Advances in machine learning (ML) are poised to contribute to our understanding of the linguistic processes associated with successful reading comprehension, which is a critical aspect of children's educational success. We used ML techniques to investigate and compare associations between children's reading comprehension and 260 linguistic…
Descriptors: Prediction, Reading Comprehension, Natural Language Processing, Speech Communication
Relations among Phonological Processing Skills and Mathematics in Children: A Meta-Analysis
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Yang, Xiujie; Yan, Mengge; Ruan, Yijun; Ku, Serena Yuk Yee; Lo, Jason Chor Ming; Peng, Peng; McBride, Catherine – Journal of Educational Psychology, 2022
The present study presents a meta-analysis of the relations between phonological processing abilities and different mathematics subskills. Using a random-effects model with 94 studies (135 unique samples, 826 effect sizes), the present meta-analysis revealed a significant general association between phonological processing and mathematics (average…
Descriptors: Mathematics Instruction, Phonology, Language Processing, Meta Analysis
App-Based Morphological Training Produces Lasting Effects on Word Knowledge in Primary School Children: A Randomized Controlled Trial
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Torkildsen, Janne von Koss; Bratlie, Siri Steffensen; Kristensen, Jarl Kleppe; Gustafsson, Jan-Eric; Lyster, Solveig-Alma Halaas; Snow, Catherine; Hulme, Charles; Mononen, Riikka-Maija; Naess, Kari-Anne B.; López-Pedersen, Anita; Wie, Ona Bø; Hagtvet, Bente – Journal of Educational Psychology, 2022
Morphemes, the smallest meaning-bearing units of language, recur in many words. Therefore, morphological knowledge can facilitate the comprehension of novel words. This study tested the effectiveness of a morphological training program on children's learning and retention of exposed words and morphologically related unexposed words compared with…
Descriptors: Morphemes, Morphology (Languages), Language Processing, Teaching Methods
Closing the Word-Problem Achievement Gap in First Grade: Schema-Based Word-Problem Intervention with Embedded Language Comprehension Instruction
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Fuchs, Lynn S.; Seethaler, Pamela M.; Sterba, Sonya K.; Craddock, Caitlin; Fuchs, Douglas; Compton, Donald L.; Geary, David C.; Changas, Paul – Journal of Educational Psychology, 2021
The main purpose of this study was to test the effects of word-problem (WP) intervention, with versus without embedded language comprehension (LC) instruction, on at-risk 1st graders' WP performance. We also isolated the need for a structured approach to WP intervention and tested the efficacy of schema-based instruction at 1st grade. Children (n…
Descriptors: Word Problems (Mathematics), Teaching Methods, Mathematics Instruction, Language Processing
A Learning Method for All: The Testing Effect Is Independent of Cognitive Ability
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Jonsson, Bert; Wiklund-Hörnqvist, Carola; Stenlund, Tova; Andersson, Micael; Nyberg, Lars – Journal of Educational Psychology, 2021
The testing effect, defined as the positive effect of "retrieval practice" (i.e., self-testing) on long-term memory retention relative to other ways to support learning, is a robust empirical phenomenon. Despite substantial scientific evidence for the testing effect, less is known about its effectiveness in relation to individual…
Descriptors: Testing, Cognitive Ability, Individual Differences, Secondary School Students
Cognitive Dimensions of Learning in Children with Problems in Attention, Learning, and Memory
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Holmes, Joni; Guy, Jacalyn; Kievit, Rogier A.; Bryant, Annie; Mareva, Silvana; Gathercole, Susan E. – Journal of Educational Psychology, 2021
A data-driven, transdiagnostic approach was used to identify the cognitive dimensions linked with learning in a mixed group of 805 children aged 5 to 18 years recognized as having problems in attention, learning, and memory by a health or education practitioner. Assessments included phonological processing; information processing speed; short-term…
Descriptors: Children, Adolescents, Attention Deficit Hyperactivity Disorder, Learning Problems
Crosslinguistic Transfer of Higher Order Cognitive Skills and Their Roles in Writing for English-Spanish Dual Language Learners
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Kim, Young-Suk Grace; Wolters, Alissa; Mercado, Janet; Quinn, Jamie – Journal of Educational Psychology, 2022
We investigated the dimensionality and relations between L1 (a speaker's first language) and L2 (a speaker's second language) writing skills in narrative and informational genres and higher order cognitive skills--inference, perspective taking, and comprehension monitoring--for Spanish-English dual language learners in primary grades. Dimensions…
Descriptors: Transfer of Training, Second Language Learning, Native Language, Bilingualism