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Kivanç Bozkus – Turkish Journal of Education, 2025
Using machine learning, this research aimed to examine the crucial factors that predict the reading performance of fourth-grade students from Türkiye who participated in PIRLS 2021. When trained with the data of 3589 fourth-grade students and their 405 independent variables, the support vector machine (SVM) algorithm properly distinguished between…
Descriptors: Foreign Countries, Reading Achievement, Grade 4, Institutional Characteristics
Ariel Lindorff; Jamie Stiff; Heather Kayton – UK Department for Education, 2024
This report outlines the results of the 2021 Progress in International Reading Literacy Study (PIRLS) in England. PIRLS is an international comparative study directed by the International Association for the Evaluation of Educational Achievement. The aim of PIRLS is to assess and compare the reading performance of pupils in their fourth year of…
Descriptors: Foreign Countries, Achievement Tests, Grade 4, International Assessment