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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
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Hagan-Burke, Shanna; Coyne, Michael D.; Kwok, Oi-man; Simmons, Deborah C.; Kim, Minjung; Simmons, Leslie E.; Skidmore, Susan T.; Hernandez, Caitlin L.; McSparran Ruby, Maureen – Journal of Learning Disabilities, 2013
This exploratory study examined the influences of student, teacher, and setting characteristics on kindergarteners' early reading outcomes and investigated whether those relations were moderated by type of intervention. Participants included 206 kindergarteners identified as at risk for reading difficulties and randomly assigned to one of two…
Descriptors: Reading Instruction, Student Characteristics, Teacher Characteristics, Kindergarten
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Jones, Stephanie M.; Bub, Kristen L.; Raver, C. Cybele – Early Education and Development, 2013
Research Findings: This study examines the theory of change of the Chicago School Readiness Project (CSRP), testing a sequence of theory-derived mediating mechanisms that include the quality of teacher-child relationships and children's self-regulation. The CSRP is a multicomponent teacher and classroom-focused intervention, and its…
Descriptors: Teacher Student Relationship, School Readiness, Self Control, Intervention