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Direct linkArmstrong, Rebecca; Symons, Martyn; Scott, James G.; Arnott, Wendy L.; Copland, David A.; McMahon, Katie L.; Whitehouse, Andrew J. O. – Journal of Speech, Language, and Hearing Research, 2018
Purpose: The current study aimed to compare traditional logistic regression models with machine learning algorithms to investigate the predictive ability of (a) communication performance at 3 years old on language outcomes at 10 years old and (b) broader developmental skills (motor, social, and adaptive) at 3 years old on language outcomes at 10…
Descriptors: Foreign Countries, Regression (Statistics), Language Tests, Predictive Validity
Edyburn, Kelly L.; Quirk, Matthew; Felix, Erika; Swami, Sruthi; Goldstein, Ariel; Terzieva, Antoniya; Scheller, Jennifer – Literacy Research and Instruction, 2017
This study examined the relative contributions of Latino/a children's (N = 102) school readiness and early literacy skills during kindergarten in predicting first grade reading achievement. By using discriminant function analyses, the current study identified a set of areas to assess that could be used to effectively screen children during…
Descriptors: Kindergarten, Hispanic American Students, Reading Achievement, Literacy
Kaminski, Ruth A.; Abbott, Mary; Bravo Aguayo, Katherine; Latimer, Rachael; Good, Roland H., III. – Topics in Early Childhood Special Education, 2014
Assessment is at the center of a decision-making model within a Response to Intervention (RTI) framework. Assessments that can be used for universal screening and progress monitoring in early childhood RTI models are needed that are both psychometrically sound and appropriate to meet developmental needs of young children. The Preschool Early…
Descriptors: Preschool Evaluation, Educational Indicators, Emergent Literacy, Benchmarking
