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Psyridou, Maria; Tolvanen, Asko; Patel, Priyanka; Khanolainen, Daria; Lerkkanen, Marja-Kristiina; Poikkeus, Anna-Maija; Torppa, Minna – Scientific Studies of Reading, 2023
Purpose: We aim to identify the most accurate model for predicting adolescent (Grade 9) reading difficulties (RD) in reading fluency and reading comprehension using 17 kindergarten-age variables. Three models (neural networks, linear, and mixture) were compared based on their accuracy in predicting RD. We also examined whether the same or a…
Descriptors: Reading Difficulties, Networks, Artificial Intelligence, Predictor Variables
A Meta-Analytic Review of the Relations between Motivation and Reading Achievement for K-12 Students
Toste, Jessica R.; Didion, Lisa; Peng, Peng; Filderman, Marissa J.; McClelland, Amanda M. – Review of Educational Research, 2020
The purpose of this meta-analytic review was to investigate the relation between motivation and reading achievement among students in kindergarten through 12th grade. A comprehensive search of peer-reviewed published research resulted in 132 articles with 185 independent samples and 1,154 reported effect sizes (Pearson's r). Results of our…
Descriptors: Meta Analysis, Reading Achievement, Reading Motivation, Kindergarten
Erbeli, Florina; He, Kai; Cheek, Connor; Rice, Marianne; Qian, Xiaoning – Scientific Studies of Reading, 2023
Purpose: Researchers have developed a constellation model of decodingrelated reading disabilities (RD) to improve the RD risk determination. The model's hallmark is its inclusion of various RD indicators to determine RD risk. Classification methods such as logistic regression (LR) might be one way to determine RD risk within the constellation…
Descriptors: At Risk Students, Reading Difficulties, Classification, Comparative Analysis
Sabzehparvar, Alireza – Online Submission, 2021
This research investigated the relationship between reading maturity, reading strategy use, and gender with Iranian EFL undergraduates' reading comprehension. The results revealed that the most preferred strategies were cognitive in nature. Moreover, the Iranian EFL undergraduates were intellectually enriched by most of what they read and enjoy…
Descriptors: Reading Comprehension, English (Second Language), Second Language Learning, Second Language Instruction