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Direct linkIoannis G. Katsantonis – Metacognition and Learning, 2025
Classical conceptualisations of self-regulated learning typically ignore the role of teaching strategies in real-world classrooms. Therefore, the present exploratory study aimed to examine the different clusters of perceived teaching strategies and students' metacognitive knowledge and experiences, and motivation. The data came from 6365 (49.63%…
Descriptors: Classification, Teaching Methods, Reading Achievement, Metacognition
Download full textBuyukatak, 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
Teltemann, Janna; Windzio, Michael – Compare: A Journal of Comparative and International Education, 2019
What are crucial determinants of a country's average educational performance? Using data from the OECD PISA 2012 study on 58 countries, we develop a typology of educational regimes based on marketisation in terms of school autonomy and accountability. Following organisational theories, we expect that school autonomy is an ideal condition for…
Descriptors: Marketing, Scores, Reading Tests, Classification
