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Exploring the Machine Learning Paradigm in Determining Risk for Reading Disability
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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
Enjoyment of Learning and Learning Effort in Primary School: The Significance of Child Individual Characteristics and Stimulation at Home and at Preschool
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Richter, David; Lehrl, Simone; Weinert, Sabine – Early Child Development and Care, 2016
The present paper was written under the auspices of the interdisciplinary research group "Educational Processes, Competence Development, and Selection Decisions at Preschool and Primary School Age (BiKS)" (FOR 543), funded by the German Research Foundation (DFG). The surveys were conceptualised and supervised as part of the developmental…
Descriptors: Elementary School Students, Developmental Psychology, Financial Support, Interdisciplinary Approach