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Buyukatak, Emrah; Anil, Duygu – International Journal of Assessment Tools in Education, 2022
The purpose of this research was to determine classification accuracy of the factors affecting the success of students' reading skills based on PISA 2018 data by using Artificial Neural Networks, Decision Trees, K-Nearest Neighbor, and Naive Bayes data mining classification methods and to examine the general characteristics of success groups. In…
Descriptors: Classification, Accuracy, Reading Tests, Achievement Tests
Hu, Jie; Peng, Yi; Chen, Xiao – IEEE Transactions on Learning Technologies, 2023
The prevalence of information and communication technologies (ICTs) has brought about profound changes in the field of reading, resulting in a large and rapidly growing number of young digital readers. The article intends to identify key contextual factors that synergistically differentiate high and low performers, high and average performers, and…
Descriptors: Decoding (Reading), Educational Technology, Information Technology, Reading Skills
Carol McDonald Connor; Henry May; Nicole Sparapani; Jin Kyoung Hwang; Ashley Adams; Taffeta S. Wood; Sarah Siegal; Cassidy Wolfe; Stephanie Day – Grantee Submission, 2022
Bringing effective, research-based literacy interventions into the classroom is challenging, especially given the cultural and linguistic diversity of today's classrooms. We examined the promise of Assessment-to-Instruction (A2i) technology redesigned to be used at scale to support teachers' implementation of the individualized student instruction…
Descriptors: Individualized Instruction, Kindergarten, Primary Education, Intervention
Carol McDonald Connor; Henry May; Nicole Sparapani; Jin Kyoung Hwang; Ashley Adams; Taffeta S. Wood; Sarah Siegal; Cassidy Wolfe; Stephanie Day – Journal of Educational Psychology, 2022
Bringing effective, research-based literacy interventions into the classroom is challenging, especially given the cultural and linguistic diversity of today's classrooms. We examined the promise of Assessment-to-Instruction (A2i) technology redesigned to be used at scale to support teachers' implementation of the individualized student instruction…
Descriptors: Individualized Instruction, Kindergarten, Primary Education, Intervention