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Early Prediction of Math Difficulties with the Use of a Neural Networks Model
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Maria Psyridou; Tuire Koponen; Asko Tolvanen; Kaisa Aunola; Marja-Kristiina Lerkkanen; Anna-Maija Poikkeus; Minna Torppa – Journal of Educational Psychology, 2024
The early prediction of math difficulties (MD) is important as it facilitates timely support. MD are multifaceted, and several factors are involved in their manifestation. This makes the accurate early prediction of MD particularly challenging. In the present study, we aim to predict MD in Grade 6 with kindergarten-age (age 6) measures by applying…
Descriptors: Mathematics Achievement, Kindergarten, Young Children, Grade 6
Identifying Finnish Children's Impulsivity Trajectories from Kindergarten to Grade 4: Associations with Academic and Socioemotional Development
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Hirvonen, Riikka; Poikkeus, Anna-Maija; Pakarinen, Eija; Lerkkanen, Marja-Kristiina; Nurmi, Jari-Erik – Early Education and Development, 2015
Research Findings: The purpose of this study was to identify the developmental trajectories of impulsive behavior among 378 Finnish children who were followed from kindergarten to 4th grade. In addition to ratings of children's impulsivity, the analyses included measures of motivation, cognitive skills, socioemotional adjustment, and…
Descriptors: Foreign Countries, Kindergarten, Young Children, Grade 1